warning: commands will be executed using /bin/sh
job 1567 at Fri Jul 26 04:33:00 2013
FileBase	/isis4/andresg/Bud/buddy140_060113_reo/buddy140_060113_reo
ElecNo	13
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 1760365 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 586788 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 30956 members 
Mstep: Class 3 contains 30829 members 
Mstep: Class 4 contains 30771 members 
Mstep: Class 5 contains 30900 members 
Mstep: Class 6 contains 31034 members 
Mstep: Class 7 contains 30622 members 
Mstep: Class 8 contains 30826 members 
Mstep: Class 9 contains 30843 members 
Mstep: Class 10 contains 31010 members 
Mstep: Class 11 contains 30836 members 
Mstep: Class 12 contains 30738 members 
Mstep: Class 13 contains 30951 members 
Mstep: Class 14 contains 30944 members 
Mstep: Class 15 contains 30983 members 
Mstep: Class 16 contains 30872 members 
Mstep: Class 17 contains 30967 members 
Mstep: Class 18 contains 30826 members 
Mstep: Class 19 contains 30688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1138.662720 but Gain 2158.390625
Score: -26906178.000000 Penalty: 38851.078125
Iteration 0F: 19 clusters Score -2.690618e+07 nChanged 550315
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 37608 members 
Mstep: Class 2 contains 29842 members 
Mstep: Class 3 contains 26206 members 
Mstep: Class 4 contains 27849 members 
Mstep: Class 5 contains 36626 members 
Mstep: Class 6 contains 34546 members 
Mstep: Class 7 contains 24332 members 
Mstep: Class 8 contains 35644 members 
Mstep: Class 10 contains 30536 members 
Mstep: Class 11 contains 26522 members 
Mstep: Class 12 contains 43975 members 
Mstep: Class 13 contains 34016 members 
Mstep: Class 14 contains 29745 members 
Mstep: Class 15 contains 38609 members 
Mstep: Class 16 contains 29467 members 
Mstep: Class 17 contains 26528 members 
Mstep: Class 18 contains 38017 members 
Mstep: Class 19 contains 36410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28158272.000000 Penalty: 38851.078125
Iteration 1F: 19 clusters Score -2.815827e+07 nChanged 154011
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 29109 members 
Mstep: Class 3 contains 21420 members 
Mstep: Class 4 contains 23962 members 
Mstep: Class 5 contains 35338 members 
Mstep: Class 6 contains 40471 members 
Mstep: Class 7 contains 20411 members 
Mstep: Class 8 contains 44110 members 
Mstep: Class 10 contains 28857 members 
Mstep: Class 11 contains 21646 members 
Mstep: Class 12 contains 46199 members 
Mstep: Class 13 contains 37414 members 
Mstep: Class 14 contains 32188 members 
Mstep: Class 15 contains 38726 members 
Mstep: Class 16 contains 28280 members 
Mstep: Class 17 contains 25682 members 
Mstep: Class 18 contains 41913 members 
Mstep: Class 19 contains 34903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28369802.000000 Penalty: 38851.078125
Iteration 2F: 19 clusters Score -2.83698e+07 nChanged 129998
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 28840 members 
Mstep: Class 3 contains 19495 members 
Mstep: Class 4 contains 20573 members 
Mstep: Class 5 contains 33972 members 
Mstep: Class 6 contains 48441 members 
Mstep: Class 7 contains 18781 members 
Mstep: Class 8 contains 50304 members 
Mstep: Class 10 contains 25947 members 
Mstep: Class 11 contains 18796 members 
Mstep: Class 12 contains 44001 members 
Mstep: Class 13 contains 36056 members 
Mstep: Class 14 contains 39600 members 
Mstep: Class 15 contains 40407 members 
Mstep: Class 16 contains 26402 members 
Mstep: Class 17 contains 27328 members 
Mstep: Class 18 contains 43593 members 
Mstep: Class 19 contains 29716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28511726.000000 Penalty: 38851.078125
Iteration 3F: 19 clusters Score -2.851173e+07 nChanged 107081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 29669 members 
Mstep: Class 3 contains 19456 members 
Mstep: Class 4 contains 18427 members 
Mstep: Class 5 contains 34941 members 
Mstep: Class 6 contains 55439 members 
Mstep: Class 7 contains 19247 members 
Mstep: Class 8 contains 53145 members 
Mstep: Class 10 contains 22817 members 
Mstep: Class 11 contains 17247 members 
Mstep: Class 12 contains 40320 members 
Mstep: Class 13 contains 31386 members 
Mstep: Class 14 contains 48736 members 
Mstep: Class 15 contains 43163 members 
Mstep: Class 16 contains 24365 members 
Mstep: Class 17 contains 27668 members 
Mstep: Class 18 contains 42857 members 
Mstep: Class 19 contains 24855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28609096.000000 Penalty: 38851.078125
Iteration 4F: 19 clusters Score -2.86091e+07 nChanged 90331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 31812 members 
Mstep: Class 3 contains 20227 members 
Mstep: Class 4 contains 17080 members 
Mstep: Class 5 contains 36812 members 
Mstep: Class 6 contains 61100 members 
Mstep: Class 7 contains 20863 members 
Mstep: Class 8 contains 54618 members 
Mstep: Class 10 contains 19923 members 
Mstep: Class 11 contains 16217 members 
Mstep: Class 12 contains 36234 members 
Mstep: Class 13 contains 25549 members 
Mstep: Class 14 contains 55037 members 
Mstep: Class 15 contains 47048 members 
Mstep: Class 16 contains 23050 members 
Mstep: Class 17 contains 26507 members 
Mstep: Class 18 contains 40726 members 
Mstep: Class 19 contains 21723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28682138.000000 Penalty: 38851.078125
Iteration 5F: 19 clusters Score -2.868214e+07 nChanged 78265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 34812 members 
Mstep: Class 3 contains 20974 members 
Mstep: Class 4 contains 16110 members 
Mstep: Class 5 contains 38164 members 
Mstep: Class 6 contains 66301 members 
Mstep: Class 7 contains 22612 members 
Mstep: Class 8 contains 55390 members 
Mstep: Class 10 contains 17633 members 
Mstep: Class 11 contains 15507 members 
Mstep: Class 12 contains 32048 members 
Mstep: Class 13 contains 19794 members 
Mstep: Class 14 contains 58651 members 
Mstep: Class 15 contains 52343 members 
Mstep: Class 16 contains 22589 members 
Mstep: Class 17 contains 24656 members 
Mstep: Class 18 contains 37774 members 
Mstep: Class 19 contains 20078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28739208.000000 Penalty: 38851.078125
Iteration 6F: 19 clusters Score -2.873921e+07 nChanged 69366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 38373 members 
Mstep: Class 3 contains 21246 members 
Mstep: Class 4 contains 15281 members 
Mstep: Class 5 contains 39038 members 
Mstep: Class 6 contains 71497 members 
Mstep: Class 7 contains 24036 members 
Mstep: Class 8 contains 55727 members 
Mstep: Class 10 contains 15710 members 
Mstep: Class 11 contains 15028 members 
Mstep: Class 12 contains 27723 members 
Mstep: Class 13 contains 14584 members 
Mstep: Class 14 contains 60505 members 
Mstep: Class 15 contains 58916 members 
Mstep: Class 16 contains 22644 members 
Mstep: Class 17 contains 22653 members 
Mstep: Class 18 contains 34037 members 
Mstep: Class 19 contains 19713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28785742.000000 Penalty: 38851.078125
Iteration 7F: 19 clusters Score -2.878574e+07 nChanged 61749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 41604 members 
Mstep: Class 3 contains 20862 members 
Mstep: Class 4 contains 14415 members 
Mstep: Class 5 contains 39884 members 
Mstep: Class 6 contains 77328 members 
Mstep: Class 7 contains 25014 members 
Mstep: Class 8 contains 55423 members 
Mstep: Class 10 contains 13883 members 
Mstep: Class 11 contains 14394 members 
Mstep: Class 12 contains 23795 members 
Mstep: Class 13 contains 10180 members 
Mstep: Class 14 contains 61307 members 
Mstep: Class 15 contains 66570 members 
Mstep: Class 16 contains 23197 members 
Mstep: Class 17 contains 20750 members 
Mstep: Class 18 contains 29890 members 
Mstep: Class 19 contains 20114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28825330.000000 Penalty: 38851.078125
Iteration 8F: 19 clusters Score -2.882533e+07 nChanged 55400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 44046 members 
Mstep: Class 3 contains 19979 members 
Mstep: Class 4 contains 13413 members 
Mstep: Class 5 contains 40579 members 
Mstep: Class 6 contains 84316 members 
Mstep: Class 7 contains 25549 members 
Mstep: Class 8 contains 54062 members 
Mstep: Class 10 contains 12133 members 
Mstep: Class 11 contains 13290 members 
Mstep: Class 12 contains 20317 members 
Mstep: Class 13 contains 6670 members 
Mstep: Class 14 contains 61765 members 
Mstep: Class 15 contains 75126 members 
Mstep: Class 16 contains 24182 members 
Mstep: Class 17 contains 19010 members 
Mstep: Class 18 contains 25790 members 
Mstep: Class 19 contains 20771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28861402.000000 Penalty: 38851.078125
Iteration 9F: 19 clusters Score -2.88614e+07 nChanged 50457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 45363 members 
Mstep: Class 3 contains 18811 members 
Mstep: Class 4 contains 12302 members 
Mstep: Class 5 contains 41142 members 
Mstep: Class 6 contains 92405 members 
Mstep: Class 7 contains 25773 members 
Mstep: Class 8 contains 51775 members 
Mstep: Class 10 contains 10417 members 
Mstep: Class 11 contains 11678 members 
Mstep: Class 12 contains 17415 members 
Mstep: Class 13 contains 4073 members 
Mstep: Class 14 contains 62054 members 
Mstep: Class 15 contains 83932 members 
Mstep: Class 16 contains 25441 members 
Mstep: Class 17 contains 17451 members 
Mstep: Class 18 contains 22103 members 
Mstep: Class 19 contains 21329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28895978.000000 Penalty: 38851.078125
Iteration 10F: 19 clusters Score -2.889598e+07 nChanged 45565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 45570 members 
Mstep: Class 3 contains 17509 members 
Mstep: Class 4 contains 11200 members 
Mstep: Class 5 contains 41554 members 
Mstep: Class 6 contains 100766 members 
Mstep: Class 7 contains 25825 members 
Mstep: Class 8 contains 49314 members 
Mstep: Class 10 contains 8864 members 
Mstep: Class 11 contains 9709 members 
Mstep: Class 12 contains 14945 members 
Mstep: Class 13 contains 2405 members 
Mstep: Class 14 contains 62219 members 
Mstep: Class 15 contains 92348 members 
Mstep: Class 16 contains 26621 members 
Mstep: Class 17 contains 16081 members 
Mstep: Class 18 contains 18972 members 
Mstep: Class 19 contains 21771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1858.245483 but Gain 2158.394531
Score: -28928032.000000 Penalty: 36692.683594
Iteration 11F: 18 clusters Score -2.892803e+07 nChanged 41566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 44944 members 
Mstep: Class 3 contains 16224 members 
Mstep: Class 4 contains 10113 members 
Mstep: Class 5 contains 41954 members 
Mstep: Class 6 contains 108978 members 
Mstep: Class 7 contains 25629 members 
Mstep: Class 8 contains 47481 members 
Mstep: Class 10 contains 7712 members 
Mstep: Class 11 contains 8144 members 
Mstep: Class 12 contains 12957 members 
Mstep: Class 14 contains 62303 members 
Mstep: Class 15 contains 100220 members 
Mstep: Class 16 contains 27688 members 
Mstep: Class 17 contains 14960 members 
Mstep: Class 18 contains 16462 members 
Mstep: Class 19 contains 21907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28957328.000000 Penalty: 36692.683594
Iteration 12F: 18 clusters Score -2.895733e+07 nChanged 33789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 43603 members 
Mstep: Class 3 contains 14873 members 
Mstep: Class 4 contains 9191 members 
Mstep: Class 5 contains 42206 members 
Mstep: Class 6 contains 115452 members 
Mstep: Class 7 contains 25074 members 
Mstep: Class 8 contains 46110 members 
Mstep: Class 10 contains 7038 members 
Mstep: Class 11 contains 6825 members 
Mstep: Class 12 contains 11228 members 
Mstep: Class 14 contains 62181 members 
Mstep: Class 15 contains 107293 members 
Mstep: Class 16 contains 28380 members 
Mstep: Class 17 contains 14119 members 
Mstep: Class 18 contains 14522 members 
Mstep: Class 19 contains 21503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28977466.000000 Penalty: 36692.683594
Iteration 13F: 18 clusters Score -2.897747e+07 nChanged 27782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 41873 members 
Mstep: Class 3 contains 13476 members 
Mstep: Class 4 contains 8453 members 
Mstep: Class 5 contains 42457 members 
Mstep: Class 6 contains 120760 members 
Mstep: Class 7 contains 24342 members 
Mstep: Class 8 contains 45565 members 
Mstep: Class 10 contains 6710 members 
Mstep: Class 11 contains 6001 members 
Mstep: Class 12 contains 9862 members 
Mstep: Class 14 contains 62037 members 
Mstep: Class 15 contains 113754 members 
Mstep: Class 16 contains 28759 members 
Mstep: Class 17 contains 13541 members 
Mstep: Class 18 contains 13049 members 
Mstep: Class 19 contains 20798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28991014.000000 Penalty: 36692.683594
Iteration 14Q: 18 clusters Score -2.899101e+07 nChanged 23071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 39931 members 
Mstep: Class 3 contains 12150 members 
Mstep: Class 4 contains 7972 members 
Mstep: Class 5 contains 42725 members 
Mstep: Class 6 contains 125168 members 
Mstep: Class 7 contains 23477 members 
Mstep: Class 8 contains 45420 members 
Mstep: Class 10 contains 6546 members 
Mstep: Class 11 contains 5543 members 
Mstep: Class 12 contains 8692 members 
Mstep: Class 14 contains 61868 members 
Mstep: Class 15 contains 119771 members 
Mstep: Class 16 contains 28800 members 
Mstep: Class 17 contains 13166 members 
Mstep: Class 18 contains 11984 members 
Mstep: Class 19 contains 19950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29000706.000000 Penalty: 36692.683594
Iteration 15Q: 18 clusters Score -2.900071e+07 nChanged 19505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 37817 members 
Mstep: Class 3 contains 10893 members 
Mstep: Class 4 contains 7664 members 
Mstep: Class 5 contains 42976 members 
Mstep: Class 6 contains 129232 members 
Mstep: Class 7 contains 22619 members 
Mstep: Class 8 contains 45458 members 
Mstep: Class 10 contains 6481 members 
Mstep: Class 11 contains 5277 members 
Mstep: Class 12 contains 7680 members 
Mstep: Class 14 contains 61553 members 
Mstep: Class 15 contains 125373 members 
Mstep: Class 16 contains 28525 members 
Mstep: Class 17 contains 12900 members 
Mstep: Class 18 contains 11263 members 
Mstep: Class 19 contains 19039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29008150.000000 Penalty: 36692.683594
Iteration 16Q: 18 clusters Score -2.900815e+07 nChanged 16956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 35618 members 
Mstep: Class 3 contains 9829 members 
Mstep: Class 4 contains 7510 members 
Mstep: Class 5 contains 43237 members 
Mstep: Class 6 contains 133009 members 
Mstep: Class 7 contains 21748 members 
Mstep: Class 8 contains 45549 members 
Mstep: Class 10 contains 6393 members 
Mstep: Class 11 contains 5062 members 
Mstep: Class 12 contains 6874 members 
Mstep: Class 14 contains 61117 members 
Mstep: Class 15 contains 130652 members 
Mstep: Class 16 contains 28031 members 
Mstep: Class 17 contains 12757 members 
Mstep: Class 18 contains 10747 members 
Mstep: Class 19 contains 18149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29014260.000000 Penalty: 36692.683594
Iteration 17Q: 18 clusters Score -2.901426e+07 nChanged 15023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 33379 members 
Mstep: Class 3 contains 8910 members 
Mstep: Class 4 contains 7404 members 
Mstep: Class 5 contains 43541 members 
Mstep: Class 6 contains 136517 members 
Mstep: Class 7 contains 20882 members 
Mstep: Class 8 contains 45657 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 4908 members 
Mstep: Class 12 contains 6186 members 
Mstep: Class 14 contains 60495 members 
Mstep: Class 15 contains 135643 members 
Mstep: Class 16 contains 27337 members 
Mstep: Class 17 contains 12680 members 
Mstep: Class 18 contains 10451 members 
Mstep: Class 19 contains 17340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29019666.000000 Penalty: 36692.683594
Iteration 18Q: 18 clusters Score -2.901967e+07 nChanged 13583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 31130 members 
Mstep: Class 3 contains 8145 members 
Mstep: Class 4 contains 7382 members 
Mstep: Class 5 contains 43806 members 
Mstep: Class 6 contains 139794 members 
Mstep: Class 7 contains 20042 members 
Mstep: Class 8 contains 45730 members 
Mstep: Class 10 contains 6404 members 
Mstep: Class 11 contains 4816 members 
Mstep: Class 12 contains 5604 members 
Mstep: Class 14 contains 59763 members 
Mstep: Class 15 contains 140318 members 
Mstep: Class 16 contains 26530 members 
Mstep: Class 17 contains 12649 members 
Mstep: Class 18 contains 10264 members 
Mstep: Class 19 contains 16647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29024456.000000 Penalty: 36692.683594
Iteration 19Q: 18 clusters Score -2.902446e+07 nChanged 12410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 28921 members 
Mstep: Class 3 contains 7430 members 
Mstep: Class 4 contains 7388 members 
Mstep: Class 5 contains 44028 members 
Mstep: Class 6 contains 142946 members 
Mstep: Class 7 contains 19240 members 
Mstep: Class 8 contains 45745 members 
Mstep: Class 10 contains 6485 members 
Mstep: Class 11 contains 4752 members 
Mstep: Class 12 contains 5103 members 
Mstep: Class 14 contains 58987 members 
Mstep: Class 15 contains 144731 members 
Mstep: Class 16 contains 25741 members 
Mstep: Class 17 contains 12596 members 
Mstep: Class 18 contains 10155 members 
Mstep: Class 19 contains 16020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29028472.000000 Penalty: 36692.683594
Iteration 20F: 18 clusters Score -2.902847e+07 nChanged 11454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26834 members 
Mstep: Class 3 contains 6726 members 
Mstep: Class 4 contains 7432 members 
Mstep: Class 5 contains 44242 members 
Mstep: Class 6 contains 145898 members 
Mstep: Class 7 contains 18418 members 
Mstep: Class 8 contains 45741 members 
Mstep: Class 10 contains 6583 members 
Mstep: Class 11 contains 4710 members 
Mstep: Class 12 contains 4637 members 
Mstep: Class 14 contains 58080 members 
Mstep: Class 15 contains 148882 members 
Mstep: Class 16 contains 25018 members 
Mstep: Class 17 contains 12568 members 
Mstep: Class 18 contains 10078 members 
Mstep: Class 19 contains 15481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29032228.000000 Penalty: 36692.683594
Iteration 21Q: 18 clusters Score -2.903223e+07 nChanged 10490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 24775 members 
Mstep: Class 3 contains 6167 members 
Mstep: Class 4 contains 7423 members 
Mstep: Class 5 contains 44410 members 
Mstep: Class 6 contains 148741 members 
Mstep: Class 7 contains 17624 members 
Mstep: Class 8 contains 45722 members 
Mstep: Class 10 contains 6702 members 
Mstep: Class 11 contains 4648 members 
Mstep: Class 12 contains 4251 members 
Mstep: Class 14 contains 57080 members 
Mstep: Class 15 contains 152797 members 
Mstep: Class 16 contains 24307 members 
Mstep: Class 17 contains 12532 members 
Mstep: Class 18 contains 10027 members 
Mstep: Class 19 contains 15041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29035878.000000 Penalty: 36692.683594
Iteration 22Q: 18 clusters Score -2.903588e+07 nChanged 9600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 22899 members 
Mstep: Class 3 contains 5665 members 
Mstep: Class 4 contains 7406 members 
Mstep: Class 5 contains 44547 members 
Mstep: Class 6 contains 151349 members 
Mstep: Class 7 contains 16841 members 
Mstep: Class 8 contains 45668 members 
Mstep: Class 10 contains 6786 members 
Mstep: Class 11 contains 4587 members 
Mstep: Class 12 contains 3937 members 
Mstep: Class 14 contains 56078 members 
Mstep: Class 15 contains 156440 members 
Mstep: Class 16 contains 23738 members 
Mstep: Class 17 contains 12491 members 
Mstep: Class 18 contains 9972 members 
Mstep: Class 19 contains 14641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29038806.000000 Penalty: 36692.683594
Iteration 23Q: 18 clusters Score -2.903881e+07 nChanged 8780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 21166 members 
Mstep: Class 3 contains 5199 members 
Mstep: Class 4 contains 7369 members 
Mstep: Class 5 contains 44661 members 
Mstep: Class 6 contains 153766 members 
Mstep: Class 7 contains 16099 members 
Mstep: Class 8 contains 45593 members 
Mstep: Class 10 contains 6829 members 
Mstep: Class 11 contains 4539 members 
Mstep: Class 12 contains 3654 members 
Mstep: Class 14 contains 55069 members 
Mstep: Class 15 contains 159806 members 
Mstep: Class 16 contains 23284 members 
Mstep: Class 17 contains 12461 members 
Mstep: Class 18 contains 9917 members 
Mstep: Class 19 contains 14319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29041096.000000 Penalty: 36692.683594
Iteration 24Q: 18 clusters Score -2.90411e+07 nChanged 8149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 19523 members 
Mstep: Class 3 contains 4781 members 
Mstep: Class 4 contains 7368 members 
Mstep: Class 5 contains 44726 members 
Mstep: Class 6 contains 155979 members 
Mstep: Class 7 contains 15391 members 
Mstep: Class 8 contains 45505 members 
Mstep: Class 10 contains 6832 members 
Mstep: Class 11 contains 4493 members 
Mstep: Class 12 contains 3409 members 
Mstep: Class 14 contains 53989 members 
Mstep: Class 15 contains 163032 members 
Mstep: Class 16 contains 22951 members 
Mstep: Class 17 contains 12424 members 
Mstep: Class 18 contains 9874 members 
Mstep: Class 19 contains 14072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2018.816650 but Gain 2158.394531
Score: -29043256.000000 Penalty: 34534.289062
Iteration 25Q: 17 clusters Score -2.904326e+07 nChanged 9334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 17990 members 
Mstep: Class 3 contains 4395 members 
Mstep: Class 4 contains 7414 members 
Mstep: Class 5 contains 44930 members 
Mstep: Class 6 contains 158065 members 
Mstep: Class 7 contains 14754 members 
Mstep: Class 8 contains 45435 members 
Mstep: Class 10 contains 6815 members 
Mstep: Class 11 contains 4474 members 
Mstep: Class 12 contains 3181 members 
Mstep: Class 14 contains 53028 members 
Mstep: Class 15 contains 167458 members 
Mstep: Class 16 contains 22781 members 
Mstep: Class 17 contains 12403 members 
Mstep: Class 18 contains 9819 members 
Mstep: Class 19 contains 13846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29047750.000000 Penalty: 34534.289062
Iteration 26Q: 17 clusters Score -2.904775e+07 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 16614 members 
Mstep: Class 3 contains 3971 members 
Mstep: Class 4 contains 7376 members 
Mstep: Class 5 contains 44805 members 
Mstep: Class 6 contains 159937 members 
Mstep: Class 7 contains 14048 members 
Mstep: Class 8 contains 45371 members 
Mstep: Class 10 contains 6837 members 
Mstep: Class 11 contains 4453 members 
Mstep: Class 12 contains 2964 members 
Mstep: Class 14 contains 51824 members 
Mstep: Class 15 contains 170276 members 
Mstep: Class 16 contains 22542 members 
Mstep: Class 17 contains 12398 members 
Mstep: Class 18 contains 9735 members 
Mstep: Class 19 contains 13637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29049330.000000 Penalty: 34534.289062
Iteration 27Q: 17 clusters Score -2.904933e+07 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 15388 members 
Mstep: Class 3 contains 3611 members 
Mstep: Class 4 contains 7357 members 
Mstep: Class 5 contains 44666 members 
Mstep: Class 6 contains 161595 members 
Mstep: Class 7 contains 13373 members 
Mstep: Class 8 contains 45294 members 
Mstep: Class 10 contains 6828 members 
Mstep: Class 11 contains 4453 members 
Mstep: Class 12 contains 2785 members 
Mstep: Class 14 contains 50702 members 
Mstep: Class 15 contains 172886 members 
Mstep: Class 16 contains 22307 members 
Mstep: Class 17 contains 12414 members 
Mstep: Class 18 contains 9682 members 
Mstep: Class 19 contains 13447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29050602.000000 Penalty: 34534.289062
Iteration 28Q: 17 clusters Score -2.90506e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 14271 members 
Mstep: Class 3 contains 3312 members 
Mstep: Class 4 contains 7318 members 
Mstep: Class 5 contains 44560 members 
Mstep: Class 6 contains 163184 members 
Mstep: Class 7 contains 12710 members 
Mstep: Class 8 contains 45193 members 
Mstep: Class 10 contains 6813 members 
Mstep: Class 11 contains 4455 members 
Mstep: Class 12 contains 2627 members 
Mstep: Class 14 contains 49650 members 
Mstep: Class 15 contains 175225 members 
Mstep: Class 16 contains 22184 members 
Mstep: Class 17 contains 12433 members 
Mstep: Class 18 contains 9601 members 
Mstep: Class 19 contains 13252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29051592.000000 Penalty: 34534.289062
Iteration 29Q: 17 clusters Score -2.905159e+07 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 13243 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 7279 members 
Mstep: Class 5 contains 44440 members 
Mstep: Class 6 contains 164694 members 
Mstep: Class 7 contains 12034 members 
Mstep: Class 8 contains 45086 members 
Mstep: Class 10 contains 6800 members 
Mstep: Class 11 contains 4452 members 
Mstep: Class 12 contains 2489 members 
Mstep: Class 14 contains 48655 members 
Mstep: Class 15 contains 177363 members 
Mstep: Class 16 contains 22119 members 
Mstep: Class 17 contains 12458 members 
Mstep: Class 18 contains 9542 members 
Mstep: Class 19 contains 13091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29052630.000000 Penalty: 34534.289062
Iteration 30Q: 17 clusters Score -2.905263e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 12357 members 
Mstep: Class 3 contains 2778 members 
Mstep: Class 4 contains 7264 members 
Mstep: Class 5 contains 44380 members 
Mstep: Class 6 contains 166055 members 
Mstep: Class 7 contains 11392 members 
Mstep: Class 8 contains 44969 members 
Mstep: Class 10 contains 6781 members 
Mstep: Class 11 contains 4459 members 
Mstep: Class 12 contains 2355 members 
Mstep: Class 14 contains 47712 members 
Mstep: Class 15 contains 179305 members 
Mstep: Class 16 contains 22049 members 
Mstep: Class 17 contains 12487 members 
Mstep: Class 18 contains 9512 members 
Mstep: Class 19 contains 12933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29053556.000000 Penalty: 34534.289062
Iteration 31Q: 17 clusters Score -2.905356e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 11590 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 7279 members 
Mstep: Class 5 contains 44340 members 
Mstep: Class 6 contains 167310 members 
Mstep: Class 7 contains 10766 members 
Mstep: Class 8 contains 44840 members 
Mstep: Class 10 contains 6772 members 
Mstep: Class 11 contains 4448 members 
Mstep: Class 12 contains 2239 members 
Mstep: Class 14 contains 46795 members 
Mstep: Class 15 contains 181156 members 
Mstep: Class 16 contains 21996 members 
Mstep: Class 17 contains 12505 members 
Mstep: Class 18 contains 9458 members 
Mstep: Class 19 contains 12746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29054294.000000 Penalty: 34534.289062
Iteration 32Q: 17 clusters Score -2.905429e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 10886 members 
Mstep: Class 3 contains 2337 members 
Mstep: Class 4 contains 7283 members 
Mstep: Class 5 contains 44289 members 
Mstep: Class 6 contains 168425 members 
Mstep: Class 7 contains 10199 members 
Mstep: Class 8 contains 44714 members 
Mstep: Class 10 contains 6772 members 
Mstep: Class 11 contains 4445 members 
Mstep: Class 12 contains 2136 members 
Mstep: Class 14 contains 45917 members 
Mstep: Class 15 contains 182917 members 
Mstep: Class 16 contains 21958 members 
Mstep: Class 17 contains 12530 members 
Mstep: Class 18 contains 9415 members 
Mstep: Class 19 contains 12565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29055204.000000 Penalty: 34534.289062
Iteration 33Q: 17 clusters Score -2.90552e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 10220 members 
Mstep: Class 3 contains 2194 members 
Mstep: Class 4 contains 7263 members 
Mstep: Class 5 contains 44196 members 
Mstep: Class 6 contains 169472 members 
Mstep: Class 7 contains 9690 members 
Mstep: Class 8 contains 44585 members 
Mstep: Class 10 contains 6758 members 
Mstep: Class 11 contains 4457 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 14 contains 45033 members 
Mstep: Class 15 contains 184615 members 
Mstep: Class 16 contains 21919 members 
Mstep: Class 17 contains 12551 members 
Mstep: Class 18 contains 9369 members 
Mstep: Class 19 contains 12409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29055834.000000 Penalty: 34534.289062
Iteration 34Q: 17 clusters Score -2.905583e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 9647 members 
Mstep: Class 3 contains 2057 members 
Mstep: Class 4 contains 7244 members 
Mstep: Class 5 contains 44118 members 
Mstep: Class 6 contains 170374 members 
Mstep: Class 7 contains 9187 members 
Mstep: Class 8 contains 44476 members 
Mstep: Class 10 contains 6745 members 
Mstep: Class 11 contains 4472 members 
Mstep: Class 12 contains 1977 members 
Mstep: Class 14 contains 44171 members 
Mstep: Class 15 contains 186328 members 
Mstep: Class 16 contains 21871 members 
Mstep: Class 17 contains 12559 members 
Mstep: Class 18 contains 9291 members 
Mstep: Class 19 contains 12271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29056614.000000 Penalty: 34534.289062
Iteration 35Q: 17 clusters Score -2.905661e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 9107 members 
Mstep: Class 3 contains 1937 members 
Mstep: Class 4 contains 7232 members 
Mstep: Class 5 contains 44058 members 
Mstep: Class 6 contains 171218 members 
Mstep: Class 7 contains 8653 members 
Mstep: Class 8 contains 44372 members 
Mstep: Class 10 contains 6740 members 
Mstep: Class 11 contains 4479 members 
Mstep: Class 12 contains 1893 members 
Mstep: Class 14 contains 43331 members 
Mstep: Class 15 contains 187925 members 
Mstep: Class 16 contains 21874 members 
Mstep: Class 17 contains 12580 members 
Mstep: Class 18 contains 9235 members 
Mstep: Class 19 contains 12154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29057216.000000 Penalty: 34534.289062
Iteration 36Q: 17 clusters Score -2.905722e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 8647 members 
Mstep: Class 3 contains 1820 members 
Mstep: Class 4 contains 7209 members 
Mstep: Class 5 contains 43943 members 
Mstep: Class 6 contains 171969 members 
Mstep: Class 7 contains 8170 members 
Mstep: Class 8 contains 44278 members 
Mstep: Class 10 contains 6740 members 
Mstep: Class 11 contains 4499 members 
Mstep: Class 12 contains 1822 members 
Mstep: Class 14 contains 42479 members 
Mstep: Class 15 contains 189526 members 
Mstep: Class 16 contains 21873 members 
Mstep: Class 17 contains 12607 members 
Mstep: Class 18 contains 9175 members 
Mstep: Class 19 contains 12031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29057682.000000 Penalty: 34534.289062
Iteration 37Q: 17 clusters Score -2.905768e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 8188 members 
Mstep: Class 3 contains 1722 members 
Mstep: Class 4 contains 7184 members 
Mstep: Class 5 contains 43859 members 
Mstep: Class 6 contains 172695 members 
Mstep: Class 7 contains 7698 members 
Mstep: Class 8 contains 44181 members 
Mstep: Class 10 contains 6736 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 1770 members 
Mstep: Class 14 contains 41687 members 
Mstep: Class 15 contains 190968 members 
Mstep: Class 16 contains 21882 members 
Mstep: Class 17 contains 12628 members 
Mstep: Class 18 contains 9119 members 
Mstep: Class 19 contains 11939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29058124.000000 Penalty: 34534.289062
Iteration 38Q: 17 clusters Score -2.905812e+07 nChanged 3090
Entering ConstructFrom: 
Score: -29058124.000000 Penalty: 34534.289062
Entering ConstructFrom: 
Trying to split cluster 2 (7769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Entering Unmasked Estep 
Score: -425407.375000 Penalty: 1455.658325
	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 3904 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -419679.843750 Penalty: 2911.316650
	Iteration 0F: 3 clusters Score -419679.8 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -421392.375000 Penalty: 2911.316650
	Iteration 1F: 3 clusters Score -421392.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -421569.156250 Penalty: 2911.316650
	Iteration 2F: 3 clusters Score -421569.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -421680.062500 Penalty: 2911.316650
	Iteration 3Q: 3 clusters Score -421680.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -421758.125000 Penalty: 2911.316650
	Iteration 4Q: 3 clusters Score -421758.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -421820.625000 Penalty: 2911.316650
	Iteration 5Q: 3 clusters Score -421820.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -421874.312500 Penalty: 2911.316650
	Iteration 6Q: 3 clusters Score -421874.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -421941.625000 Penalty: 2911.316650
	Iteration 7Q: 3 clusters Score -421941.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -422012.625000 Penalty: 2911.316650
	Iteration 8Q: 3 clusters Score -422012.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -422102.312500 Penalty: 2911.316650
	Iteration 9Q: 3 clusters Score -422102.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -422199.000000 Penalty: 2911.316650
	Iteration 10Q: 3 clusters Score -422199 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -422304.000000 Penalty: 2911.316650
	Iteration 11Q: 3 clusters Score -422304 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -422459.125000 Penalty: 2911.316650
	Iteration 12Q: 3 clusters Score -422459.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -422646.781250 Penalty: 2911.316650
	Iteration 13Q: 3 clusters Score -422646.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -422879.093750 Penalty: 2911.316650
	Iteration 14Q: 3 clusters Score -422879.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -423117.625000 Penalty: 2911.316650
	Iteration 15Q: 3 clusters Score -423117.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -423323.812500 Penalty: 2911.316650
	Iteration 16Q: 3 clusters Score -423323.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -423534.906250 Penalty: 2911.316650
	Iteration 17Q: 3 clusters Score -423534.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -423714.656250 Penalty: 2911.316650
	Iteration 18Q: 3 clusters Score -423714.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -423842.000000 Penalty: 2911.316650
	Iteration 19Q: 3 clusters Score -423842 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -423910.062500 Penalty: 2911.316650
	Iteration 20F: 3 clusters Score -423910.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -423948.218750 Penalty: 2911.316650
	Iteration 21Q: 3 clusters Score -423948.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -423970.812500 Penalty: 2911.316650
	Iteration 22Q: 3 clusters Score -423970.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -423994.125000 Penalty: 2911.316650
	Iteration 23Q: 3 clusters Score -423994.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -424012.968750 Penalty: 2911.316650
	Iteration 24Q: 3 clusters Score -424013 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -424029.937500 Penalty: 2911.316650
	Iteration 25Q: 3 clusters Score -424029.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -424043.312500 Penalty: 2911.316650
	Iteration 26Q: 3 clusters Score -424043.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -424056.843750 Penalty: 2911.316650
	Iteration 27Q: 3 clusters Score -424056.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -424067.312500 Penalty: 2911.316650
	Iteration 28Q: 3 clusters Score -424067.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -424078.937500 Penalty: 2911.316650
	Iteration 29Q: 3 clusters Score -424078.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -424084.562500 Penalty: 2911.316650
	Iteration 30Q: 3 clusters Score -424084.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -424092.468750 Penalty: 2911.316650
	Iteration 31Q: 3 clusters Score -424092.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -424100.593750 Penalty: 2911.316650
	Iteration 32Q: 3 clusters Score -424100.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -424107.781250 Penalty: 2911.316650
	Iteration 33Q: 3 clusters Score -424107.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -424112.875000 Penalty: 2911.316650
	Iteration 34Q: 3 clusters Score -424112.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -424115.437500 Penalty: 2911.316650
	Iteration 35Q: 3 clusters Score -424115.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -424121.500000 Penalty: 2911.316650
	Iteration 36Q: 3 clusters Score -424121.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -424128.062500 Penalty: 2911.316650
	Iteration 37Q: 3 clusters Score -424128.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -424130.531250 Penalty: 2911.316650
	Iteration 38Q: 3 clusters Score -424130.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -424130.937500 Penalty: 2911.316650
	Iteration 39Q: 3 clusters Score -424130.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -424133.031250 Penalty: 2911.316650
	Iteration 40F: 3 clusters Score -424133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -424134.593750 Penalty: 2911.316650
	Iteration 41Q: 3 clusters Score -424134.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -424137.125000 Penalty: 2911.316650
	Iteration 42Q: 3 clusters Score -424137.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -424137.875000 Penalty: 2911.316650
	Iteration 43Q: 3 clusters Score -424137.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -424138.875000 Penalty: 2911.316650
	Iteration 44Q: 3 clusters Score -424138.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -424140.375000 Penalty: 2911.316650
	Iteration 45Q: 3 clusters Score -424140.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -424139.937500 Penalty: 2911.316650
	Iteration 46Q: 3 clusters Score -424139.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -424140.781250 Penalty: 2911.316650
	Iteration 47Q: 3 clusters Score -424140.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -424140.781250 Penalty: 2911.316650
	Iteration 48Q: 3 clusters Score -424140.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -424141.562500 Penalty: 2911.316650
	Iteration 49Q: 3 clusters Score -424141.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -424141.562500 Penalty: 2911.316650
	Iteration 50F: 3 clusters Score -424141.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Entering Unmasked Estep 
Score: -91078.835938 Penalty: 1203.195435
	Iteration 0F: 2 clusters Score -91078.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -89194.960938 Penalty: 2406.390869
	Iteration 0F: 3 clusters Score -89194.96 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -89569.890625 Penalty: 2406.390869
	Iteration 1F: 3 clusters Score -89569.89 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -89663.703125 Penalty: 2406.390869
	Iteration 2F: 3 clusters Score -89663.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -89711.617188 Penalty: 2406.390869
	Iteration 3Q: 3 clusters Score -89711.62 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -89740.570312 Penalty: 2406.390869
	Iteration 4Q: 3 clusters Score -89740.57 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -89760.304688 Penalty: 2406.390869
	Iteration 5Q: 3 clusters Score -89760.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -89773.226562 Penalty: 2406.390869
	Iteration 6Q: 3 clusters Score -89773.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -89781.679688 Penalty: 2406.390869
	Iteration 7Q: 3 clusters Score -89781.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -89789.703125 Penalty: 2406.390869
	Iteration 8Q: 3 clusters Score -89789.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -89793.148438 Penalty: 2406.390869
	Iteration 9Q: 3 clusters Score -89793.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -89797.187500 Penalty: 2406.390869
	Iteration 10Q: 3 clusters Score -89797.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -89800.250000 Penalty: 2406.390869
	Iteration 11Q: 3 clusters Score -89800.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -89803.281250 Penalty: 2406.390869
	Iteration 12Q: 3 clusters Score -89803.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -89807.695312 Penalty: 2406.390869
	Iteration 13Q: 3 clusters Score -89807.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -89809.640625 Penalty: 2406.390869
	Iteration 14Q: 3 clusters Score -89809.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -89811.750000 Penalty: 2406.390869
	Iteration 15Q: 3 clusters Score -89811.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -89814.609375 Penalty: 2406.390869
	Iteration 16Q: 3 clusters Score -89814.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -89818.296875 Penalty: 2406.390869
	Iteration 17Q: 3 clusters Score -89818.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -89821.445312 Penalty: 2406.390869
	Iteration 18Q: 3 clusters Score -89821.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -89822.656250 Penalty: 2406.390869
	Iteration 19Q: 3 clusters Score -89822.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -89823.484375 Penalty: 2406.390869
	Iteration 20F: 3 clusters Score -89823.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Entering Unmasked Estep 
Score: -383425.500000 Penalty: 1442.506592
	Iteration 0F: 2 clusters Score -383425.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -378065.781250 Penalty: 2885.013184
	Iteration 0F: 3 clusters Score -378065.8 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -379630.312500 Penalty: 2885.013184
	Iteration 1F: 3 clusters Score -379630.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -379791.593750 Penalty: 2885.013184
	Iteration 2F: 3 clusters Score -379791.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -379907.406250 Penalty: 2885.013184
	Iteration 3Q: 3 clusters Score -379907.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -379988.375000 Penalty: 2885.013184
	Iteration 4Q: 3 clusters Score -379988.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -380064.187500 Penalty: 2885.013184
	Iteration 5Q: 3 clusters Score -380064.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -380146.656250 Penalty: 2885.013184
	Iteration 6Q: 3 clusters Score -380146.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -380218.250000 Penalty: 2885.013184
	Iteration 7Q: 3 clusters Score -380218.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -380302.468750 Penalty: 2885.013184
	Iteration 8Q: 3 clusters Score -380302.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -380388.750000 Penalty: 2885.013184
	Iteration 9Q: 3 clusters Score -380388.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -380460.500000 Penalty: 2885.013184
	Iteration 10Q: 3 clusters Score -380460.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -380541.156250 Penalty: 2885.013184
	Iteration 11Q: 3 clusters Score -380541.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -380643.031250 Penalty: 2885.013184
	Iteration 12Q: 3 clusters Score -380643 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -380767.625000 Penalty: 2885.013184
	Iteration 13Q: 3 clusters Score -380767.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -380910.125000 Penalty: 2885.013184
	Iteration 14Q: 3 clusters Score -380910.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -381040.468750 Penalty: 2885.013184
	Iteration 15Q: 3 clusters Score -381040.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -381153.093750 Penalty: 2885.013184
	Iteration 16Q: 3 clusters Score -381153.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -381270.593750 Penalty: 2885.013184
	Iteration 17Q: 3 clusters Score -381270.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -381358.062500 Penalty: 2885.013184
	Iteration 18Q: 3 clusters Score -381358.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -381427.000000 Penalty: 2885.013184
	Iteration 19Q: 3 clusters Score -381427 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -381500.156250 Penalty: 2885.013184
	Iteration 20F: 3 clusters Score -381500.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -381573.593750 Penalty: 2885.013184
	Iteration 21Q: 3 clusters Score -381573.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -381634.093750 Penalty: 2885.013184
	Iteration 22Q: 3 clusters Score -381634.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -381692.968750 Penalty: 2885.013184
	Iteration 23Q: 3 clusters Score -381693 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -381736.781250 Penalty: 2885.013184
	Iteration 24Q: 3 clusters Score -381736.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -381764.281250 Penalty: 2885.013184
	Iteration 25Q: 3 clusters Score -381764.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -381793.187500 Penalty: 2885.013184
	Iteration 26Q: 3 clusters Score -381793.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -381821.593750 Penalty: 2885.013184
	Iteration 27Q: 3 clusters Score -381821.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -381849.000000 Penalty: 2885.013184
	Iteration 28Q: 3 clusters Score -381849 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -381867.312500 Penalty: 2885.013184
	Iteration 29Q: 3 clusters Score -381867.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -381888.312500 Penalty: 2885.013184
	Iteration 30Q: 3 clusters Score -381888.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -381910.843750 Penalty: 2885.013184
	Iteration 31Q: 3 clusters Score -381910.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -381933.875000 Penalty: 2885.013184
	Iteration 32Q: 3 clusters Score -381933.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -381959.187500 Penalty: 2885.013184
	Iteration 33Q: 3 clusters Score -381959.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -381975.687500 Penalty: 2885.013184
	Iteration 34Q: 3 clusters Score -381975.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -381990.562500 Penalty: 2885.013184
	Iteration 35Q: 3 clusters Score -381990.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -382005.156250 Penalty: 2885.013184
	Iteration 36Q: 3 clusters Score -382005.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -382017.656250 Penalty: 2885.013184
	Iteration 37Q: 3 clusters Score -382017.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -382031.656250 Penalty: 2885.013184
	Iteration 38Q: 3 clusters Score -382031.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -382050.375000 Penalty: 2885.013184
	Iteration 39Q: 3 clusters Score -382050.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -382063.750000 Penalty: 2885.013184
	Iteration 40F: 3 clusters Score -382063.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -382075.875000 Penalty: 2885.013184
	Iteration 41Q: 3 clusters Score -382075.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -382082.531250 Penalty: 2885.013184
	Iteration 42Q: 3 clusters Score -382082.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -382098.250000 Penalty: 2885.013184
	Iteration 43Q: 3 clusters Score -382098.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -382112.906250 Penalty: 2885.013184
	Iteration 44Q: 3 clusters Score -382112.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -382122.531250 Penalty: 2885.013184
	Iteration 45Q: 3 clusters Score -382122.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -382133.562500 Penalty: 2885.013184
	Iteration 46Q: 3 clusters Score -382133.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -382140.156250 Penalty: 2885.013184
	Iteration 47Q: 3 clusters Score -382140.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -382148.343750 Penalty: 2885.013184
	Iteration 48Q: 3 clusters Score -382148.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -382154.125000 Penalty: 2885.013184
	Iteration 49Q: 3 clusters Score -382154.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -382157.968750 Penalty: 2885.013184
	Iteration 50Q: 3 clusters Score -382158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -382159.656250 Penalty: 2885.013184
	Iteration 51Q: 3 clusters Score -382159.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -382160.687500 Penalty: 2885.013184
	Iteration 52Q: 3 clusters Score -382160.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -382160.687500 Penalty: 2885.013184
	Iteration 53F: 3 clusters Score -382160.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43765 members 
Entering Unmasked Estep 
Score: -2197238.250000 Penalty: 1736.570801
	Iteration 0F: 2 clusters Score -2197238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -2167829.500000 Penalty: 3473.141602
	Iteration 0F: 3 clusters Score -2167830 nChanged 20485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -2179502.750000 Penalty: 3473.141602
	Iteration 1F: 3 clusters Score -2179503 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -2180054.250000 Penalty: 3473.141602
	Iteration 2Q: 3 clusters Score -2180054 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -2180855.750000 Penalty: 3473.141602
	Iteration 3Q: 3 clusters Score -2180856 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2182238.500000 Penalty: 3473.141602
	Iteration 4F: 3 clusters Score -2182238 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -2184528.750000 Penalty: 3473.141602
	Iteration 5F: 3 clusters Score -2184529 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2187672.750000 Penalty: 3473.141602
	Iteration 6F: 3 clusters Score -2187673 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2190842.000000 Penalty: 3473.141602
	Iteration 7F: 3 clusters Score -2190842 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2193190.500000 Penalty: 3473.141602
	Iteration 8F: 3 clusters Score -2193190 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2194495.000000 Penalty: 3473.141602
	Iteration 9Q: 3 clusters Score -2194495 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2195236.750000 Penalty: 3473.141602
	Iteration 10Q: 3 clusters Score -2195237 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2195667.250000 Penalty: 3473.141602
	Iteration 11Q: 3 clusters Score -2195667 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2195905.500000 Penalty: 3473.141602
	Iteration 12Q: 3 clusters Score -2195906 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2196042.500000 Penalty: 3473.141602
	Iteration 13Q: 3 clusters Score -2196042 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42781 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2196111.000000 Penalty: 3473.141602
	Iteration 14Q: 3 clusters Score -2196111 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2196185.500000 Penalty: 3473.141602
	Iteration 15Q: 3 clusters Score -2196186 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2196239.750000 Penalty: 3473.141602
	Iteration 16Q: 3 clusters Score -2196240 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42939 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2196272.250000 Penalty: 3473.141602
	Iteration 17Q: 3 clusters Score -2196272 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42954 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2196290.000000 Penalty: 3473.141602
	Iteration 18Q: 3 clusters Score -2196290 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2196296.750000 Penalty: 3473.141602
	Iteration 19Q: 3 clusters Score -2196297 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2196327.000000 Penalty: 3473.141602
	Iteration 20F: 3 clusters Score -2196327 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2196352.750000 Penalty: 3473.141602
	Iteration 21Q: 3 clusters Score -2196353 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2196376.750000 Penalty: 3473.141602
	Iteration 22Q: 3 clusters Score -2196377 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2196397.250000 Penalty: 3473.141602
	Iteration 23Q: 3 clusters Score -2196397 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2196417.000000 Penalty: 3473.141602
	Iteration 24Q: 3 clusters Score -2196417 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2196437.750000 Penalty: 3473.141602
	Iteration 25Q: 3 clusters Score -2196438 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42924 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2196450.000000 Penalty: 3473.141602
	Iteration 26Q: 3 clusters Score -2196450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2196465.000000 Penalty: 3473.141602
	Iteration 27Q: 3 clusters Score -2196465 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2196473.750000 Penalty: 3473.141602
	Iteration 28Q: 3 clusters Score -2196474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2196480.250000 Penalty: 3473.141602
	Iteration 29Q: 3 clusters Score -2196480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2196484.500000 Penalty: 3473.141602
	Iteration 30Q: 3 clusters Score -2196484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2196487.000000 Penalty: 3473.141602
	Iteration 31Q: 3 clusters Score -2196487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2196495.000000 Penalty: 3473.141602
	Iteration 32Q: 3 clusters Score -2196495 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2196501.750000 Penalty: 3473.141602
	Iteration 33Q: 3 clusters Score -2196502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2196503.000000 Penalty: 3473.141602
	Iteration 34Q: 3 clusters Score -2196503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42924 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2196507.250000 Penalty: 3473.141602
	Iteration 35Q: 3 clusters Score -2196507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2196509.750000 Penalty: 3473.141602
	Iteration 36Q: 3 clusters Score -2196510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2196506.750000 Penalty: 3473.141602
	Iteration 37Q: 3 clusters Score -2196507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42924 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2196511.500000 Penalty: 3473.141602
	Iteration 38Q: 3 clusters Score -2196512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2196511.750000 Penalty: 3473.141602
	Iteration 39Q: 3 clusters Score -2196512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2196510.750000 Penalty: 3473.141602
	Iteration 40F: 3 clusters Score -2196511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2196511.500000 Penalty: 3473.141602
	Iteration 41Q: 3 clusters Score -2196512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2196514.500000 Penalty: 3473.141602
	Iteration 42Q: 3 clusters Score -2196514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2196514.500000 Penalty: 3473.141602
	Iteration 43F: 3 clusters Score -2196514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (173363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173363 members 
Entering Unmasked Estep 
Score: -9125224.000000 Penalty: 1960.260742
	Iteration 0F: 2 clusters Score -9125224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86524 members 
Mstep: Class 2 contains 86839 members 
Entering Unmasked Estep 
Score: -9008945.000000 Penalty: 3920.521484
	Iteration 0F: 3 clusters Score -9008945 nChanged 83786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83700 members 
Mstep: Class 2 contains 89663 members 
Entering Unmasked Estep 
Score: -9057959.000000 Penalty: 3920.521484
	Iteration 1F: 3 clusters Score -9057959 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81703 members 
Mstep: Class 2 contains 91660 members 
Entering Unmasked Estep 
Score: -9059189.000000 Penalty: 3920.521484
	Iteration 2Q: 3 clusters Score -9059189 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78809 members 
Mstep: Class 2 contains 94554 members 
Entering Unmasked Estep 
Score: -9061335.000000 Penalty: 3920.521484
	Iteration 3Q: 3 clusters Score -9061335 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74858 members 
Mstep: Class 2 contains 98505 members 
Entering Unmasked Estep 
Score: -9065155.000000 Penalty: 3920.521484
	Iteration 4Q: 3 clusters Score -9065155 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69944 members 
Mstep: Class 2 contains 103419 members 
Entering Unmasked Estep 
Score: -9070728.000000 Penalty: 3920.521484
	Iteration 5Q: 3 clusters Score -9070728 nChanged 9114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64302 members 
Mstep: Class 2 contains 109061 members 
Entering Unmasked Estep 
Score: -9078056.000000 Penalty: 3920.521484
	Iteration 6F: 3 clusters Score -9078056 nChanged 9965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58513 members 
Mstep: Class 2 contains 114850 members 
Entering Unmasked Estep 
Score: -9085705.000000 Penalty: 3920.521484
	Iteration 7F: 3 clusters Score -9085705 nChanged 9989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53066 members 
Mstep: Class 2 contains 120297 members 
Entering Unmasked Estep 
Score: -9092546.000000 Penalty: 3920.521484
	Iteration 8F: 3 clusters Score -9092546 nChanged 9106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47926 members 
Mstep: Class 2 contains 125437 members 
Entering Unmasked Estep 
Score: -9098339.000000 Penalty: 3920.521484
	Iteration 9F: 3 clusters Score -9098339 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 130345 members 
Entering Unmasked Estep 
Score: -9102634.000000 Penalty: 3920.521484
	Iteration 10Q: 3 clusters Score -9102634 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 135011 members 
Entering Unmasked Estep 
Score: -9105730.000000 Penalty: 3920.521484
	Iteration 11Q: 3 clusters Score -9105730 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 139479 members 
Entering Unmasked Estep 
Score: -9108279.000000 Penalty: 3920.521484
	Iteration 12Q: 3 clusters Score -9108279 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 143839 members 
Entering Unmasked Estep 
Score: -9110369.000000 Penalty: 3920.521484
	Iteration 13Q: 3 clusters Score -9110369 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 147955 members 
Entering Unmasked Estep 
Score: -9112352.000000 Penalty: 3920.521484
	Iteration 14Q: 3 clusters Score -9112352 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 151757 members 
Entering Unmasked Estep 
Score: -9114138.000000 Penalty: 3920.521484
	Iteration 15Q: 3 clusters Score -9114138 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 155193 members 
Entering Unmasked Estep 
Score: -9115586.000000 Penalty: 3920.521484
	Iteration 16Q: 3 clusters Score -9115586 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 158295 members 
Entering Unmasked Estep 
Score: -9117121.000000 Penalty: 3920.521484
	Iteration 17Q: 3 clusters Score -9117121 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 161052 members 
Entering Unmasked Estep 
Score: -9118297.000000 Penalty: 3920.521484
	Iteration 18Q: 3 clusters Score -9118297 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 163412 members 
Entering Unmasked Estep 
Score: -9119320.000000 Penalty: 3920.521484
	Iteration 19Q: 3 clusters Score -9119320 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 165347 members 
Entering Unmasked Estep 
Score: -9120131.000000 Penalty: 3920.521484
	Iteration 20F: 3 clusters Score -9120131 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 167024 members 
Entering Unmasked Estep 
Score: -9120887.000000 Penalty: 3920.521484
	Iteration 21Q: 3 clusters Score -9120887 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 168406 members 
Entering Unmasked Estep 
Score: -9121536.000000 Penalty: 3920.521484
	Iteration 22Q: 3 clusters Score -9121536 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 169446 members 
Entering Unmasked Estep 
Score: -9122035.000000 Penalty: 3920.521484
	Iteration 23Q: 3 clusters Score -9122035 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 170250 members 
Entering Unmasked Estep 
Score: -9122392.000000 Penalty: 3920.521484
	Iteration 24Q: 3 clusters Score -9122392 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 170875 members 
Entering Unmasked Estep 
Score: -9122700.000000 Penalty: 3920.521484
	Iteration 25Q: 3 clusters Score -9122700 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 171341 members 
Entering Unmasked Estep 
Score: -9122938.000000 Penalty: 3920.521484
	Iteration 26Q: 3 clusters Score -9122938 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 171675 members 
Entering Unmasked Estep 
Score: -9123078.000000 Penalty: 3920.521484
	Iteration 27Q: 3 clusters Score -9123078 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 171899 members 
Entering Unmasked Estep 
Score: -9123217.000000 Penalty: 3920.521484
	Iteration 28Q: 3 clusters Score -9123217 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 172084 members 
Entering Unmasked Estep 
Score: -9123320.000000 Penalty: 3920.521484
	Iteration 29Q: 3 clusters Score -9123320 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 172220 members 
Entering Unmasked Estep 
Score: -9123368.000000 Penalty: 3920.521484
	Iteration 30Q: 3 clusters Score -9123368 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 172310 members 
Entering Unmasked Estep 
Score: -9123409.000000 Penalty: 3920.521484
	Iteration 31Q: 3 clusters Score -9123409 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 172378 members 
Entering Unmasked Estep 
Score: -9123440.000000 Penalty: 3920.521484
	Iteration 32Q: 3 clusters Score -9123440 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 172420 members 
Entering Unmasked Estep 
Score: -9123462.000000 Penalty: 3920.521484
	Iteration 33Q: 3 clusters Score -9123462 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 172451 members 
Entering Unmasked Estep 
Score: -9123474.000000 Penalty: 3920.521484
	Iteration 34Q: 3 clusters Score -9123474 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 172495 members 
Entering Unmasked Estep 
Score: -9123511.000000 Penalty: 3920.521484
	Iteration 35Q: 3 clusters Score -9123511 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 172538 members 
Entering Unmasked Estep 
Score: -9123523.000000 Penalty: 3920.521484
	Iteration 36Q: 3 clusters Score -9123523 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 172573 members 
Entering Unmasked Estep 
Score: -9123538.000000 Penalty: 3920.521484
	Iteration 37Q: 3 clusters Score -9123538 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 172600 members 
Entering Unmasked Estep 
Score: -9123543.000000 Penalty: 3920.521484
	Iteration 38Q: 3 clusters Score -9123543 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 172622 members 
Entering Unmasked Estep 
Score: -9123549.000000 Penalty: 3920.521484
	Iteration 39Q: 3 clusters Score -9123549 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 172642 members 
Entering Unmasked Estep 
Score: -9123549.000000 Penalty: 3920.521484
	Iteration 40F: 3 clusters Score -9123549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 172655 members 
Entering Unmasked Estep 
Score: -9123554.000000 Penalty: 3920.521484
	Iteration 41Q: 3 clusters Score -9123554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 172662 members 
Entering Unmasked Estep 
Score: -9123556.000000 Penalty: 3920.521484
	Iteration 42Q: 3 clusters Score -9123556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172676 members 
Entering Unmasked Estep 
Score: -9123557.000000 Penalty: 3920.521484
	Iteration 43Q: 3 clusters Score -9123557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 172687 members 
Entering Unmasked Estep 
Score: -9123556.000000 Penalty: 3920.521484
	Iteration 44Q: 3 clusters Score -9123556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 172701 members 
Entering Unmasked Estep 
Score: -9123565.000000 Penalty: 3920.521484
	Iteration 45Q: 3 clusters Score -9123565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 172707 members 
Entering Unmasked Estep 
Score: -9123573.000000 Penalty: 3920.521484
	Iteration 46Q: 3 clusters Score -9123573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 172716 members 
Entering Unmasked Estep 
Score: -9123581.000000 Penalty: 3920.521484
	Iteration 47Q: 3 clusters Score -9123581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 172721 members 
Entering Unmasked Estep 
Score: -9123581.000000 Penalty: 3920.521484
	Iteration 48Q: 3 clusters Score -9123581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 172726 members 
Entering Unmasked Estep 
Score: -9123591.000000 Penalty: 3920.521484
	Iteration 49Q: 3 clusters Score -9123591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 172728 members 
Entering Unmasked Estep 
Score: -9123586.000000 Penalty: 3920.521484
	Iteration 50Q: 3 clusters Score -9123586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 172729 members 
Entering Unmasked Estep 
Score: -9123586.000000 Penalty: 3920.521484
	Iteration 51Q: 3 clusters Score -9123586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 172730 members 
Entering Unmasked Estep 
Score: -9123585.000000 Penalty: 3920.521484
	Iteration 52Q: 3 clusters Score -9123585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 172730 members 
Entering Unmasked Estep 
Score: -9123585.000000 Penalty: 3920.521484
	Iteration 53F: 3 clusters Score -9123585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Entering Unmasked Estep 
Score: -380636.468750 Penalty: 1445.473022
	Iteration 0F: 2 clusters Score -380636.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -375179.250000 Penalty: 2890.946045
	Iteration 0F: 3 clusters Score -375179.2 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -376756.031250 Penalty: 2890.946045
	Iteration 1F: 3 clusters Score -376756 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -376965.750000 Penalty: 2890.946045
	Iteration 2F: 3 clusters Score -376965.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -377104.843750 Penalty: 2890.946045
	Iteration 3Q: 3 clusters Score -377104.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -377216.156250 Penalty: 2890.946045
	Iteration 4Q: 3 clusters Score -377216.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -377334.593750 Penalty: 2890.946045
	Iteration 5Q: 3 clusters Score -377334.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -377462.656250 Penalty: 2890.946045
	Iteration 6Q: 3 clusters Score -377462.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -377614.593750 Penalty: 2890.946045
	Iteration 7Q: 3 clusters Score -377614.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -377824.531250 Penalty: 2890.946045
	Iteration 8Q: 3 clusters Score -377824.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -378059.250000 Penalty: 2890.946045
	Iteration 9F: 3 clusters Score -378059.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -378312.625000 Penalty: 2890.946045
	Iteration 10Q: 3 clusters Score -378312.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -378588.125000 Penalty: 2890.946045
	Iteration 11Q: 3 clusters Score -378588.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -378844.843750 Penalty: 2890.946045
	Iteration 12Q: 3 clusters Score -378844.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -379041.843750 Penalty: 2890.946045
	Iteration 13Q: 3 clusters Score -379041.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -379188.406250 Penalty: 2890.946045
	Iteration 14Q: 3 clusters Score -379188.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -379278.437500 Penalty: 2890.946045
	Iteration 15Q: 3 clusters Score -379278.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -379320.593750 Penalty: 2890.946045
	Iteration 16Q: 3 clusters Score -379320.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -379358.343750 Penalty: 2890.946045
	Iteration 17Q: 3 clusters Score -379358.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -379385.406250 Penalty: 2890.946045
	Iteration 18Q: 3 clusters Score -379385.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -379418.656250 Penalty: 2890.946045
	Iteration 19Q: 3 clusters Score -379418.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -379448.656250 Penalty: 2890.946045
	Iteration 20F: 3 clusters Score -379448.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -379469.843750 Penalty: 2890.946045
	Iteration 21Q: 3 clusters Score -379469.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -379483.531250 Penalty: 2890.946045
	Iteration 22Q: 3 clusters Score -379483.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -379486.187500 Penalty: 2890.946045
	Iteration 23Q: 3 clusters Score -379486.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -379489.968750 Penalty: 2890.946045
	Iteration 24Q: 3 clusters Score -379490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -379492.250000 Penalty: 2890.946045
	Iteration 25Q: 3 clusters Score -379492.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -379495.250000 Penalty: 2890.946045
	Iteration 26Q: 3 clusters Score -379495.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -379498.500000 Penalty: 2890.946045
	Iteration 27Q: 3 clusters Score -379498.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -379499.968750 Penalty: 2890.946045
	Iteration 28Q: 3 clusters Score -379500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -379500.125000 Penalty: 2890.946045
	Iteration 29Q: 3 clusters Score -379500.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -379501.218750 Penalty: 2890.946045
	Iteration 30Q: 3 clusters Score -379501.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -379501.218750 Penalty: 2890.946045
	Iteration 31F: 3 clusters Score -379501.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (44091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44091 members 
Entering Unmasked Estep 
Score: -2279226.000000 Penalty: 1737.776733
	Iteration 0F: 2 clusters Score -2279226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -2249873.500000 Penalty: 3475.553467
	Iteration 0F: 3 clusters Score -2249874 nChanged 20398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -2261168.250000 Penalty: 3475.553467
	Iteration 1F: 3 clusters Score -2261168 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -2261678.500000 Penalty: 3475.553467
	Iteration 2Q: 3 clusters Score -2261678 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -2262231.250000 Penalty: 3475.553467
	Iteration 3Q: 3 clusters Score -2262231 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -2262903.750000 Penalty: 3475.553467
	Iteration 4Q: 3 clusters Score -2262904 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2263762.750000 Penalty: 3475.553467
	Iteration 5Q: 3 clusters Score -2263763 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -2264824.250000 Penalty: 3475.553467
	Iteration 6F: 3 clusters Score -2264824 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2266068.250000 Penalty: 3475.553467
	Iteration 7F: 3 clusters Score -2266068 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -2267532.250000 Penalty: 3475.553467
	Iteration 8F: 3 clusters Score -2267532 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -2269143.500000 Penalty: 3475.553467
	Iteration 9F: 3 clusters Score -2269144 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2270897.750000 Penalty: 3475.553467
	Iteration 10F: 3 clusters Score -2270898 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37141 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2272659.000000 Penalty: 3475.553467
	Iteration 11F: 3 clusters Score -2272659 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -2274376.000000 Penalty: 3475.553467
	Iteration 12Q: 3 clusters Score -2274376 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -2275918.000000 Penalty: 3475.553467
	Iteration 13Q: 3 clusters Score -2275918 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42293 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2276972.000000 Penalty: 3475.553467
	Iteration 14Q: 3 clusters Score -2276972 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42982 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2277519.500000 Penalty: 3475.553467
	Iteration 15Q: 3 clusters Score -2277520 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2277772.500000 Penalty: 3475.553467
	Iteration 16Q: 3 clusters Score -2277772 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2277890.000000 Penalty: 3475.553467
	Iteration 17Q: 3 clusters Score -2277890 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2277954.250000 Penalty: 3475.553467
	Iteration 18Q: 3 clusters Score -2277954 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2278004.250000 Penalty: 3475.553467
	Iteration 19Q: 3 clusters Score -2278004 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2278026.750000 Penalty: 3475.553467
	Iteration 20F: 3 clusters Score -2278027 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2278043.750000 Penalty: 3475.553467
	Iteration 21Q: 3 clusters Score -2278044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2278060.500000 Penalty: 3475.553467
	Iteration 22Q: 3 clusters Score -2278060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2278073.500000 Penalty: 3475.553467
	Iteration 23Q: 3 clusters Score -2278074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2278080.500000 Penalty: 3475.553467
	Iteration 24Q: 3 clusters Score -2278080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2278082.250000 Penalty: 3475.553467
	Iteration 25Q: 3 clusters Score -2278082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2278084.500000 Penalty: 3475.553467
	Iteration 26Q: 3 clusters Score -2278084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2278084.500000 Penalty: 3475.553467
	Iteration 27F: 3 clusters Score -2278084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Entering Unmasked Estep 
Score: -359335.062500 Penalty: 1432.352783
	Iteration 0F: 2 clusters Score -359335.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -354276.000000 Penalty: 2864.705566
	Iteration 0F: 3 clusters Score -354276 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -355689.125000 Penalty: 2864.705566
	Iteration 1F: 3 clusters Score -355689.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -355869.031250 Penalty: 2864.705566
	Iteration 2F: 3 clusters Score -355869 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -356010.531250 Penalty: 2864.705566
	Iteration 3Q: 3 clusters Score -356010.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -356125.000000 Penalty: 2864.705566
	Iteration 4Q: 3 clusters Score -356125 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -356236.406250 Penalty: 2864.705566
	Iteration 5Q: 3 clusters Score -356236.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -356352.656250 Penalty: 2864.705566
	Iteration 6Q: 3 clusters Score -356352.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -356475.375000 Penalty: 2864.705566
	Iteration 7Q: 3 clusters Score -356475.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -356604.656250 Penalty: 2864.705566
	Iteration 8Q: 3 clusters Score -356604.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -356741.812500 Penalty: 2864.705566
	Iteration 9Q: 3 clusters Score -356741.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -356908.062500 Penalty: 2864.705566
	Iteration 10Q: 3 clusters Score -356908.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -357095.906250 Penalty: 2864.705566
	Iteration 11Q: 3 clusters Score -357095.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -357300.468750 Penalty: 2864.705566
	Iteration 12Q: 3 clusters Score -357300.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -357498.531250 Penalty: 2864.705566
	Iteration 13Q: 3 clusters Score -357498.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -357708.125000 Penalty: 2864.705566
	Iteration 14Q: 3 clusters Score -357708.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -357838.406250 Penalty: 2864.705566
	Iteration 15Q: 3 clusters Score -357838.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -357927.281250 Penalty: 2864.705566
	Iteration 16Q: 3 clusters Score -357927.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -357989.187500 Penalty: 2864.705566
	Iteration 17Q: 3 clusters Score -357989.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -358029.750000 Penalty: 2864.705566
	Iteration 18Q: 3 clusters Score -358029.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -358059.750000 Penalty: 2864.705566
	Iteration 19Q: 3 clusters Score -358059.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -358080.531250 Penalty: 2864.705566
	Iteration 20F: 3 clusters Score -358080.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -358090.625000 Penalty: 2864.705566
	Iteration 21Q: 3 clusters Score -358090.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -358101.406250 Penalty: 2864.705566
	Iteration 22Q: 3 clusters Score -358101.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -358109.687500 Penalty: 2864.705566
	Iteration 23Q: 3 clusters Score -358109.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -358113.468750 Penalty: 2864.705566
	Iteration 24Q: 3 clusters Score -358113.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -358113.968750 Penalty: 2864.705566
	Iteration 25Q: 3 clusters Score -358114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -358113.968750 Penalty: 2864.705566
	Iteration 26F: 3 clusters Score -358114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Entering Unmasked Estep 
Score: -207932.765625 Penalty: 1368.611206
	Iteration 0F: 2 clusters Score -207932.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -204207.578125 Penalty: 2737.222412
	Iteration 0F: 3 clusters Score -204207.6 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -205316.171875 Penalty: 2737.222412
	Iteration 1F: 3 clusters Score -205316.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -205637.671875 Penalty: 2737.222412
	Iteration 2F: 3 clusters Score -205637.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -205858.968750 Penalty: 2737.222412
	Iteration 3F: 3 clusters Score -205859 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -206058.218750 Penalty: 2737.222412
	Iteration 4F: 3 clusters Score -206058.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -206241.171875 Penalty: 2737.222412
	Iteration 5F: 3 clusters Score -206241.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -206383.406250 Penalty: 2737.222412
	Iteration 6Q: 3 clusters Score -206383.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -206497.734375 Penalty: 2737.222412
	Iteration 7Q: 3 clusters Score -206497.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -206572.906250 Penalty: 2737.222412
	Iteration 8Q: 3 clusters Score -206572.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -206632.343750 Penalty: 2737.222412
	Iteration 9Q: 3 clusters Score -206632.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -206666.828125 Penalty: 2737.222412
	Iteration 10Q: 3 clusters Score -206666.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -206691.281250 Penalty: 2737.222412
	Iteration 11Q: 3 clusters Score -206691.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -206709.531250 Penalty: 2737.222412
	Iteration 12Q: 3 clusters Score -206709.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -206722.812500 Penalty: 2737.222412
	Iteration 13Q: 3 clusters Score -206722.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -206736.062500 Penalty: 2737.222412
	Iteration 14Q: 3 clusters Score -206736.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -206746.046875 Penalty: 2737.222412
	Iteration 15Q: 3 clusters Score -206746 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -206755.281250 Penalty: 2737.222412
	Iteration 16Q: 3 clusters Score -206755.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -206763.671875 Penalty: 2737.222412
	Iteration 17Q: 3 clusters Score -206763.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -206769.937500 Penalty: 2737.222412
	Iteration 18Q: 3 clusters Score -206769.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -206778.718750 Penalty: 2737.222412
	Iteration 19Q: 3 clusters Score -206778.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -206784.921875 Penalty: 2737.222412
	Iteration 20F: 3 clusters Score -206784.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -206789.015625 Penalty: 2737.222412
	Iteration 21Q: 3 clusters Score -206789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -206790.734375 Penalty: 2737.222412
	Iteration 22Q: 3 clusters Score -206790.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -206792.296875 Penalty: 2737.222412
	Iteration 23Q: 3 clusters Score -206792.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -206793.531250 Penalty: 2737.222412
	Iteration 24Q: 3 clusters Score -206793.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -206793.671875 Penalty: 2737.222412
	Iteration 25Q: 3 clusters Score -206793.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -206794.375000 Penalty: 2737.222412
	Iteration 26Q: 3 clusters Score -206794.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -206794.812500 Penalty: 2737.222412
	Iteration 27Q: 3 clusters Score -206794.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -206794.859375 Penalty: 2737.222412
	Iteration 28Q: 3 clusters Score -206794.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -206795.953125 Penalty: 2737.222412
	Iteration 29Q: 3 clusters Score -206796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -206797.531250 Penalty: 2737.222412
	Iteration 30Q: 3 clusters Score -206797.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -206798.500000 Penalty: 2737.222412
	Iteration 31Q: 3 clusters Score -206798.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -206798.437500 Penalty: 2737.222412
	Iteration 32Q: 3 clusters Score -206798.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -206798.937500 Penalty: 2737.222412
	Iteration 33Q: 3 clusters Score -206798.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -206798.937500 Penalty: 2737.222412
	Iteration 34F: 3 clusters Score -206798.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Entering Unmasked Estep 
Score: -96609.335938 Penalty: 1211.485962
	Iteration 0F: 2 clusters Score -96609.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -94666.148438 Penalty: 2422.971924
	Iteration 0F: 3 clusters Score -94666.15 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -95090.351562 Penalty: 2422.971924
	Iteration 1F: 3 clusters Score -95090.35 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -95200.468750 Penalty: 2422.971924
	Iteration 2F: 3 clusters Score -95200.47 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -95263.953125 Penalty: 2422.971924
	Iteration 3Q: 3 clusters Score -95263.95 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -95291.812500 Penalty: 2422.971924
	Iteration 4Q: 3 clusters Score -95291.81 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -95312.609375 Penalty: 2422.971924
	Iteration 5Q: 3 clusters Score -95312.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -95324.578125 Penalty: 2422.971924
	Iteration 6Q: 3 clusters Score -95324.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -95335.085938 Penalty: 2422.971924
	Iteration 7Q: 3 clusters Score -95335.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -95343.523438 Penalty: 2422.971924
	Iteration 8Q: 3 clusters Score -95343.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -95350.000000 Penalty: 2422.971924
	Iteration 9Q: 3 clusters Score -95350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -95354.937500 Penalty: 2422.971924
	Iteration 10Q: 3 clusters Score -95354.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -95362.593750 Penalty: 2422.971924
	Iteration 11Q: 3 clusters Score -95362.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -95373.070312 Penalty: 2422.971924
	Iteration 12Q: 3 clusters Score -95373.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -95379.398438 Penalty: 2422.971924
	Iteration 13Q: 3 clusters Score -95379.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -95384.109375 Penalty: 2422.971924
	Iteration 14Q: 3 clusters Score -95384.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -95391.570312 Penalty: 2422.971924
	Iteration 15Q: 3 clusters Score -95391.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -95394.992188 Penalty: 2422.971924
	Iteration 16Q: 3 clusters Score -95394.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -95400.156250 Penalty: 2422.971924
	Iteration 17Q: 3 clusters Score -95400.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -95403.898438 Penalty: 2422.971924
	Iteration 18Q: 3 clusters Score -95403.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -95408.593750 Penalty: 2422.971924
	Iteration 19Q: 3 clusters Score -95408.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -95410.023438 Penalty: 2422.971924
	Iteration 20F: 3 clusters Score -95410.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -95413.234375 Penalty: 2422.971924
	Iteration 21Q: 3 clusters Score -95413.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -95414.484375 Penalty: 2422.971924
	Iteration 22Q: 3 clusters Score -95414.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -95415.343750 Penalty: 2422.971924
	Iteration 23Q: 3 clusters Score -95415.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -95416.476562 Penalty: 2422.971924
	Iteration 24Q: 3 clusters Score -95416.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -95416.906250 Penalty: 2422.971924
	Iteration 25Q: 3 clusters Score -95416.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -95416.906250 Penalty: 2422.971924
	Iteration 26F: 3 clusters Score -95416.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Entering Unmasked Estep 
Score: -2108327.750000 Penalty: 1725.949951
	Iteration 0F: 2 clusters Score -2108328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -2080869.500000 Penalty: 3451.899902
	Iteration 0F: 3 clusters Score -2080870 nChanged 19107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -2092118.125000 Penalty: 3451.899902
	Iteration 1F: 3 clusters Score -2092118 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -2093761.625000 Penalty: 3451.899902
	Iteration 2F: 3 clusters Score -2093762 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -2097048.000000 Penalty: 3451.899902
	Iteration 3F: 3 clusters Score -2097048 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -2101841.000000 Penalty: 3451.899902
	Iteration 4F: 3 clusters Score -2101841 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -2106514.000000 Penalty: 3451.899902
	Iteration 5F: 3 clusters Score -2106514 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -2110179.750000 Penalty: 3451.899902
	Iteration 6F: 3 clusters Score -2110180 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -2113014.000000 Penalty: 3451.899902
	Iteration 7Q: 3 clusters Score -2113014 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -2114756.000000 Penalty: 3451.899902
	Iteration 8Q: 3 clusters Score -2114756 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -2115663.500000 Penalty: 3451.899902
	Iteration 9Q: 3 clusters Score -2115664 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -2116077.250000 Penalty: 3451.899902
	Iteration 10Q: 3 clusters Score -2116077 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -2116284.750000 Penalty: 3451.899902
	Iteration 11Q: 3 clusters Score -2116285 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -2116389.000000 Penalty: 3451.899902
	Iteration 12Q: 3 clusters Score -2116389 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -2116441.250000 Penalty: 3451.899902
	Iteration 13Q: 3 clusters Score -2116441 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -2116462.750000 Penalty: 3451.899902
	Iteration 14Q: 3 clusters Score -2116463 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -2116484.500000 Penalty: 3451.899902
	Iteration 15Q: 3 clusters Score -2116484 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -2116501.250000 Penalty: 3451.899902
	Iteration 16Q: 3 clusters Score -2116501 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -2116496.750000 Penalty: 3451.899902
	Iteration 17Q: 3 clusters Score -2116497 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -2116499.250000 Penalty: 3451.899902
	Iteration 18Q: 3 clusters Score -2116499 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -2116493.750000 Penalty: 3451.899902
	Iteration 19Q: 3 clusters Score -2116494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -2116502.500000 Penalty: 3451.899902
	Iteration 20F: 3 clusters Score -2116502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -2116498.750000 Penalty: 3451.899902
	Iteration 21Q: 3 clusters Score -2116499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -2116498.000000 Penalty: 3451.899902
	Iteration 22Q: 3 clusters Score -2116498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -2116498.500000 Penalty: 3451.899902
	Iteration 23Q: 3 clusters Score -2116498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -2116498.750000 Penalty: 3451.899902
	Iteration 24Q: 3 clusters Score -2116499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -2116499.000000 Penalty: 3451.899902
	Iteration 25Q: 3 clusters Score -2116499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -2116499.000000 Penalty: 3451.899902
	Iteration 26F: 3 clusters Score -2116499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 7769 members 
Mstep: Class 3 contains 1643 members 
Mstep: Class 4 contains 7165 members 
Mstep: Class 5 contains 43765 members 
Mstep: Class 6 contains 173363 members 
Mstep: Class 7 contains 7297 members 
Mstep: Class 8 contains 44091 members 
Mstep: Class 10 contains 6731 members 
Mstep: Class 11 contains 4547 members 
Mstep: Class 12 contains 1729 members 
Mstep: Class 14 contains 13312 members 
Mstep: Class 15 contains 192254 members 
Mstep: Class 16 contains 21891 members 
Mstep: Class 17 contains 12651 members 
Mstep: Class 18 contains 9061 members 
Mstep: Class 19 contains 11835 members 
Entering Unmasked Estep 
Score: -29066226.000000 Penalty: 36692.683594
Splitting cluster 14 changes total score from -29058124.000000 to -29066226.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 15 (192254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192254 members 
Entering Unmasked Estep 
Score: -9695253.000000 Penalty: 1977.067993
	Iteration 0F: 2 clusters Score -9695253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95885 members 
Mstep: Class 2 contains 96369 members 
Entering Unmasked Estep 
Score: -9566037.000000 Penalty: 3954.135986
	Iteration 0F: 3 clusters Score -9566037 nChanged 93234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92767 members 
Mstep: Class 2 contains 99487 members 
Entering Unmasked Estep 
Score: -9621382.000000 Penalty: 3954.135986
	Iteration 1F: 3 clusters Score -9621382 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90922 members 
Mstep: Class 2 contains 101332 members 
Entering Unmasked Estep 
Score: -9622701.000000 Penalty: 3954.135986
	Iteration 2Q: 3 clusters Score -9622701 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88021 members 
Mstep: Class 2 contains 104233 members 
Entering Unmasked Estep 
Score: -9624353.000000 Penalty: 3954.135986
	Iteration 3Q: 3 clusters Score -9624353 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83299 members 
Mstep: Class 2 contains 108955 members 
Entering Unmasked Estep 
Score: -9627103.000000 Penalty: 3954.135986
	Iteration 4Q: 3 clusters Score -9627103 nChanged 8897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76126 members 
Mstep: Class 2 contains 116128 members 
Entering Unmasked Estep 
Score: -9631427.000000 Penalty: 3954.135986
	Iteration 5Q: 3 clusters Score -9631427 nChanged 11478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65844 members 
Mstep: Class 2 contains 126410 members 
Entering Unmasked Estep 
Score: -9638837.000000 Penalty: 3954.135986
	Iteration 6F: 3 clusters Score -9638837 nChanged 13848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52732 members 
Mstep: Class 2 contains 139522 members 
Entering Unmasked Estep 
Score: -9649768.000000 Penalty: 3954.135986
	Iteration 7F: 3 clusters Score -9649768 nChanged 14509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 153555 members 
Entering Unmasked Estep 
Score: -9662323.000000 Penalty: 3954.135986
	Iteration 8F: 3 clusters Score -9662323 nChanged 12171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 165436 members 
Entering Unmasked Estep 
Score: -9673270.000000 Penalty: 3954.135986
	Iteration 9F: 3 clusters Score -9673270 nChanged 8665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 173925 members 
Entering Unmasked Estep 
Score: -9680884.000000 Penalty: 3954.135986
	Iteration 10Q: 3 clusters Score -9680884 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 179360 members 
Entering Unmasked Estep 
Score: -9685682.000000 Penalty: 3954.135986
	Iteration 11Q: 3 clusters Score -9685682 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 182711 members 
Entering Unmasked Estep 
Score: -9688624.000000 Penalty: 3954.135986
	Iteration 12Q: 3 clusters Score -9688624 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 184743 members 
Entering Unmasked Estep 
Score: -9690459.000000 Penalty: 3954.135986
	Iteration 13Q: 3 clusters Score -9690459 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 185972 members 
Entering Unmasked Estep 
Score: -9691473.000000 Penalty: 3954.135986
	Iteration 14Q: 3 clusters Score -9691473 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 186769 members 
Entering Unmasked Estep 
Score: -9692143.000000 Penalty: 3954.135986
	Iteration 15Q: 3 clusters Score -9692143 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 187332 members 
Entering Unmasked Estep 
Score: -9692442.000000 Penalty: 3954.135986
	Iteration 16Q: 3 clusters Score -9692442 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 187761 members 
Entering Unmasked Estep 
Score: -9692733.000000 Penalty: 3954.135986
	Iteration 17Q: 3 clusters Score -9692733 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 188041 members 
Entering Unmasked Estep 
Score: -9692954.000000 Penalty: 3954.135986
	Iteration 18Q: 3 clusters Score -9692954 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 188271 members 
Entering Unmasked Estep 
Score: -9693080.000000 Penalty: 3954.135986
	Iteration 19Q: 3 clusters Score -9693080 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 188454 members 
Entering Unmasked Estep 
Score: -9693150.000000 Penalty: 3954.135986
	Iteration 20F: 3 clusters Score -9693150 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 188619 members 
Entering Unmasked Estep 
Score: -9693223.000000 Penalty: 3954.135986
	Iteration 21Q: 3 clusters Score -9693223 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 188761 members 
Entering Unmasked Estep 
Score: -9693292.000000 Penalty: 3954.135986
	Iteration 22Q: 3 clusters Score -9693292 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 188864 members 
Entering Unmasked Estep 
Score: -9693335.000000 Penalty: 3954.135986
	Iteration 23Q: 3 clusters Score -9693335 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 188969 members 
Entering Unmasked Estep 
Score: -9693398.000000 Penalty: 3954.135986
	Iteration 24Q: 3 clusters Score -9693398 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 189046 members 
Entering Unmasked Estep 
Score: -9693409.000000 Penalty: 3954.135986
	Iteration 25Q: 3 clusters Score -9693409 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 189111 members 
Entering Unmasked Estep 
Score: -9693438.000000 Penalty: 3954.135986
	Iteration 26Q: 3 clusters Score -9693438 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 189178 members 
Entering Unmasked Estep 
Score: -9693449.000000 Penalty: 3954.135986
	Iteration 27Q: 3 clusters Score -9693449 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 189243 members 
Entering Unmasked Estep 
Score: -9693480.000000 Penalty: 3954.135986
	Iteration 28Q: 3 clusters Score -9693480 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 189301 members 
Entering Unmasked Estep 
Score: -9693471.000000 Penalty: 3954.135986
	Iteration 29Q: 3 clusters Score -9693471 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 189352 members 
Entering Unmasked Estep 
Score: -9693475.000000 Penalty: 3954.135986
	Iteration 30Q: 3 clusters Score -9693475 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 189395 members 
Entering Unmasked Estep 
Score: -9693476.000000 Penalty: 3954.135986
	Iteration 31Q: 3 clusters Score -9693476 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 189437 members 
Entering Unmasked Estep 
Score: -9693489.000000 Penalty: 3954.135986
	Iteration 32Q: 3 clusters Score -9693489 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 189473 members 
Entering Unmasked Estep 
Score: -9693506.000000 Penalty: 3954.135986
	Iteration 33Q: 3 clusters Score -9693506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 189496 members 
Entering Unmasked Estep 
Score: -9693529.000000 Penalty: 3954.135986
	Iteration 34Q: 3 clusters Score -9693529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 189514 members 
Entering Unmasked Estep 
Score: -9693527.000000 Penalty: 3954.135986
	Iteration 35Q: 3 clusters Score -9693527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 189528 members 
Entering Unmasked Estep 
Score: -9693540.000000 Penalty: 3954.135986
	Iteration 36Q: 3 clusters Score -9693540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 189541 members 
Entering Unmasked Estep 
Score: -9693525.000000 Penalty: 3954.135986
	Iteration 37Q: 3 clusters Score -9693525 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 189557 members 
Entering Unmasked Estep 
Score: -9693536.000000 Penalty: 3954.135986
	Iteration 38Q: 3 clusters Score -9693536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 189573 members 
Entering Unmasked Estep 
Score: -9693524.000000 Penalty: 3954.135986
	Iteration 39Q: 3 clusters Score -9693524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 189595 members 
Entering Unmasked Estep 
Score: -9693535.000000 Penalty: 3954.135986
	Iteration 40F: 3 clusters Score -9693535 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 189609 members 
Entering Unmasked Estep 
Score: -9693534.000000 Penalty: 3954.135986
	Iteration 41Q: 3 clusters Score -9693534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 189622 members 
Entering Unmasked Estep 
Score: -9693540.000000 Penalty: 3954.135986
	Iteration 42Q: 3 clusters Score -9693540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 189634 members 
Entering Unmasked Estep 
Score: -9693531.000000 Penalty: 3954.135986
	Iteration 43Q: 3 clusters Score -9693531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 189647 members 
Entering Unmasked Estep 
Score: -9693535.000000 Penalty: 3954.135986
	Iteration 44Q: 3 clusters Score -9693535 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 189665 members 
Entering Unmasked Estep 
Score: -9693527.000000 Penalty: 3954.135986
	Iteration 45Q: 3 clusters Score -9693527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 189673 members 
Entering Unmasked Estep 
Score: -9693531.000000 Penalty: 3954.135986
	Iteration 46Q: 3 clusters Score -9693531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 189680 members 
Entering Unmasked Estep 
Score: -9693522.000000 Penalty: 3954.135986
	Iteration 47Q: 3 clusters Score -9693522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 189685 members 
Entering Unmasked Estep 
Score: -9693536.000000 Penalty: 3954.135986
	Iteration 48Q: 3 clusters Score -9693536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 189693 members 
Entering Unmasked Estep 
Score: -9693539.000000 Penalty: 3954.135986
	Iteration 49Q: 3 clusters Score -9693539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 189704 members 
Entering Unmasked Estep 
Score: -9693549.000000 Penalty: 3954.135986
	Iteration 50Q: 3 clusters Score -9693549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 189717 members 
Entering Unmasked Estep 
Score: -9693538.000000 Penalty: 3954.135986
	Iteration 51Q: 3 clusters Score -9693538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 189728 members 
Entering Unmasked Estep 
Score: -9693535.000000 Penalty: 3954.135986
	Iteration 52Q: 3 clusters Score -9693535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 189736 members 
Entering Unmasked Estep 
Score: -9693539.000000 Penalty: 3954.135986
	Iteration 53Q: 3 clusters Score -9693539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 189742 members 
Entering Unmasked Estep 
Score: -9693548.000000 Penalty: 3954.135986
	Iteration 54Q: 3 clusters Score -9693548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 189751 members 
Entering Unmasked Estep 
Score: -9693546.000000 Penalty: 3954.135986
	Iteration 55Q: 3 clusters Score -9693546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 189760 members 
Entering Unmasked Estep 
Score: -9693552.000000 Penalty: 3954.135986
	Iteration 56Q: 3 clusters Score -9693552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 189765 members 
Entering Unmasked Estep 
Score: -9693544.000000 Penalty: 3954.135986
	Iteration 57Q: 3 clusters Score -9693544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 189768 members 
Entering Unmasked Estep 
Score: -9693547.000000 Penalty: 3954.135986
	Iteration 58Q: 3 clusters Score -9693547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 189772 members 
Entering Unmasked Estep 
Score: -9693547.000000 Penalty: 3954.135986
	Iteration 59Q: 3 clusters Score -9693547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 189775 members 
Entering Unmasked Estep 
Score: -9693553.000000 Penalty: 3954.135986
	Iteration 60F: 3 clusters Score -9693553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 189777 members 
Entering Unmasked Estep 
Score: -9693547.000000 Penalty: 3954.135986
	Iteration 61Q: 3 clusters Score -9693547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 189779 members 
Entering Unmasked Estep 
Score: -9693550.000000 Penalty: 3954.135986
	Iteration 62Q: 3 clusters Score -9693550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 189782 members 
Entering Unmasked Estep 
Score: -9693552.000000 Penalty: 3954.135986
	Iteration 63Q: 3 clusters Score -9693552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 189787 members 
Entering Unmasked Estep 
Score: -9693554.000000 Penalty: 3954.135986
	Iteration 64Q: 3 clusters Score -9693554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 189790 members 
Entering Unmasked Estep 
Score: -9693550.000000 Penalty: 3954.135986
	Iteration 65Q: 3 clusters Score -9693550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 189795 members 
Entering Unmasked Estep 
Score: -9693557.000000 Penalty: 3954.135986
	Iteration 66Q: 3 clusters Score -9693557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 189797 members 
Entering Unmasked Estep 
Score: -9693559.000000 Penalty: 3954.135986
	Iteration 67Q: 3 clusters Score -9693559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 189798 members 
Entering Unmasked Estep 
Score: -9693557.000000 Penalty: 3954.135986
	Iteration 68Q: 3 clusters Score -9693557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 189800 members 
Entering Unmasked Estep 
Score: -9693561.000000 Penalty: 3954.135986
	Iteration 69Q: 3 clusters Score -9693561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 189800 members 
Entering Unmasked Estep 
Score: -9693561.000000 Penalty: 3954.135986
	Iteration 70F: 3 clusters Score -9693561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Entering Unmasked Estep 
Score: -1130980.875000 Penalty: 1623.997437
	Iteration 0F: 2 clusters Score -1130981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1116074.750000 Penalty: 3247.994873
	Iteration 0F: 3 clusters Score -1116075 nChanged 9944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1121721.750000 Penalty: 3247.994873
	Iteration 1F: 3 clusters Score -1121722 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1122378.250000 Penalty: 3247.994873
	Iteration 2F: 3 clusters Score -1122378 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1123133.250000 Penalty: 3247.994873
	Iteration 3F: 3 clusters Score -1123133 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1124060.375000 Penalty: 3247.994873
	Iteration 4F: 3 clusters Score -1124060 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1125073.750000 Penalty: 3247.994873
	Iteration 5F: 3 clusters Score -1125074 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1126158.500000 Penalty: 3247.994873
	Iteration 6F: 3 clusters Score -1126158 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1127072.500000 Penalty: 3247.994873
	Iteration 7F: 3 clusters Score -1127072 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1127682.750000 Penalty: 3247.994873
	Iteration 8Q: 3 clusters Score -1127683 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1127999.625000 Penalty: 3247.994873
	Iteration 9Q: 3 clusters Score -1128000 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1128167.250000 Penalty: 3247.994873
	Iteration 10Q: 3 clusters Score -1128167 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1128257.875000 Penalty: 3247.994873
	Iteration 11Q: 3 clusters Score -1128258 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1128331.500000 Penalty: 3247.994873
	Iteration 12Q: 3 clusters Score -1128332 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1128394.625000 Penalty: 3247.994873
	Iteration 13Q: 3 clusters Score -1128395 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1128446.875000 Penalty: 3247.994873
	Iteration 14Q: 3 clusters Score -1128447 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1128506.375000 Penalty: 3247.994873
	Iteration 15Q: 3 clusters Score -1128506 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1128570.000000 Penalty: 3247.994873
	Iteration 16Q: 3 clusters Score -1128570 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1128625.125000 Penalty: 3247.994873
	Iteration 17Q: 3 clusters Score -1128625 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1128682.250000 Penalty: 3247.994873
	Iteration 18Q: 3 clusters Score -1128682 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1128736.500000 Penalty: 3247.994873
	Iteration 19Q: 3 clusters Score -1128736 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1128775.250000 Penalty: 3247.994873
	Iteration 20F: 3 clusters Score -1128775 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1128821.875000 Penalty: 3247.994873
	Iteration 21Q: 3 clusters Score -1128822 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1128864.250000 Penalty: 3247.994873
	Iteration 22Q: 3 clusters Score -1128864 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1128902.625000 Penalty: 3247.994873
	Iteration 23Q: 3 clusters Score -1128903 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1128939.500000 Penalty: 3247.994873
	Iteration 24Q: 3 clusters Score -1128940 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1128973.375000 Penalty: 3247.994873
	Iteration 25Q: 3 clusters Score -1128973 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1129005.750000 Penalty: 3247.994873
	Iteration 26Q: 3 clusters Score -1129006 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1129042.375000 Penalty: 3247.994873
	Iteration 27Q: 3 clusters Score -1129042 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1129088.000000 Penalty: 3247.994873
	Iteration 28Q: 3 clusters Score -1129088 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1129137.250000 Penalty: 3247.994873
	Iteration 29Q: 3 clusters Score -1129137 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1129187.125000 Penalty: 3247.994873
	Iteration 30Q: 3 clusters Score -1129187 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1129231.875000 Penalty: 3247.994873
	Iteration 31Q: 3 clusters Score -1129232 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1129277.250000 Penalty: 3247.994873
	Iteration 32Q: 3 clusters Score -1129277 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1129321.625000 Penalty: 3247.994873
	Iteration 33Q: 3 clusters Score -1129322 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1129361.750000 Penalty: 3247.994873
	Iteration 34Q: 3 clusters Score -1129362 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1129394.625000 Penalty: 3247.994873
	Iteration 35Q: 3 clusters Score -1129395 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1129427.375000 Penalty: 3247.994873
	Iteration 36Q: 3 clusters Score -1129427 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1129466.000000 Penalty: 3247.994873
	Iteration 37Q: 3 clusters Score -1129466 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1129500.875000 Penalty: 3247.994873
	Iteration 38Q: 3 clusters Score -1129501 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1129540.500000 Penalty: 3247.994873
	Iteration 39Q: 3 clusters Score -1129540 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1129571.875000 Penalty: 3247.994873
	Iteration 40F: 3 clusters Score -1129572 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1129603.250000 Penalty: 3247.994873
	Iteration 41Q: 3 clusters Score -1129603 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1129641.500000 Penalty: 3247.994873
	Iteration 42Q: 3 clusters Score -1129642 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1129672.750000 Penalty: 3247.994873
	Iteration 43Q: 3 clusters Score -1129673 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1129705.500000 Penalty: 3247.994873
	Iteration 44Q: 3 clusters Score -1129706 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1129733.625000 Penalty: 3247.994873
	Iteration 45Q: 3 clusters Score -1129734 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1129750.125000 Penalty: 3247.994873
	Iteration 46Q: 3 clusters Score -1129750 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1129767.000000 Penalty: 3247.994873
	Iteration 47Q: 3 clusters Score -1129767 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1129785.375000 Penalty: 3247.994873
	Iteration 48Q: 3 clusters Score -1129785 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1129800.875000 Penalty: 3247.994873
	Iteration 49Q: 3 clusters Score -1129801 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1129819.000000 Penalty: 3247.994873
	Iteration 50Q: 3 clusters Score -1129819 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1129825.750000 Penalty: 3247.994873
	Iteration 51Q: 3 clusters Score -1129826 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1129844.125000 Penalty: 3247.994873
	Iteration 52Q: 3 clusters Score -1129844 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1129858.250000 Penalty: 3247.994873
	Iteration 53Q: 3 clusters Score -1129858 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1129874.750000 Penalty: 3247.994873
	Iteration 54Q: 3 clusters Score -1129875 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1129886.250000 Penalty: 3247.994873
	Iteration 55Q: 3 clusters Score -1129886 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1129889.625000 Penalty: 3247.994873
	Iteration 56Q: 3 clusters Score -1129890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1129895.500000 Penalty: 3247.994873
	Iteration 57Q: 3 clusters Score -1129896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1129897.500000 Penalty: 3247.994873
	Iteration 58Q: 3 clusters Score -1129898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1129901.125000 Penalty: 3247.994873
	Iteration 59Q: 3 clusters Score -1129901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1129902.625000 Penalty: 3247.994873
	Iteration 60F: 3 clusters Score -1129903 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1129909.375000 Penalty: 3247.994873
	Iteration 61Q: 3 clusters Score -1129909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1129911.250000 Penalty: 3247.994873
	Iteration 62Q: 3 clusters Score -1129911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1129911.875000 Penalty: 3247.994873
	Iteration 63Q: 3 clusters Score -1129912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1129915.375000 Penalty: 3247.994873
	Iteration 64Q: 3 clusters Score -1129915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1129919.250000 Penalty: 3247.994873
	Iteration 65Q: 3 clusters Score -1129919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1129918.375000 Penalty: 3247.994873
	Iteration 66Q: 3 clusters Score -1129918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1129917.875000 Penalty: 3247.994873
	Iteration 67Q: 3 clusters Score -1129918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1129918.875000 Penalty: 3247.994873
	Iteration 68Q: 3 clusters Score -1129919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1129917.125000 Penalty: 3247.994873
	Iteration 69Q: 3 clusters Score -1129917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1129916.750000 Penalty: 3247.994873
	Iteration 70Q: 3 clusters Score -1129917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1129917.375000 Penalty: 3247.994873
	Iteration 71Q: 3 clusters Score -1129917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1129918.000000 Penalty: 3247.994873
	Iteration 72Q: 3 clusters Score -1129918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1129918.875000 Penalty: 3247.994873
	Iteration 73Q: 3 clusters Score -1129919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1129918.500000 Penalty: 3247.994873
	Iteration 74Q: 3 clusters Score -1129918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1129917.375000 Penalty: 3247.994873
	Iteration 75Q: 3 clusters Score -1129917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1129916.250000 Penalty: 3247.994873
	Iteration 76Q: 3 clusters Score -1129916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1129918.000000 Penalty: 3247.994873
	Iteration 77Q: 3 clusters Score -1129918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1129918.000000 Penalty: 3247.994873
	Iteration 78F: 3 clusters Score -1129918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Entering Unmasked Estep 
Score: -601912.562500 Penalty: 1534.892456
	Iteration 0F: 2 clusters Score -601912.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -593182.687500 Penalty: 3069.784912
	Iteration 0F: 3 clusters Score -593182.7 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -596226.250000 Penalty: 3069.784912
	Iteration 1F: 3 clusters Score -596226.2 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -596486.875000 Penalty: 3069.784912
	Iteration 2F: 3 clusters Score -596486.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -596676.062500 Penalty: 3069.784912
	Iteration 3Q: 3 clusters Score -596676.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -596862.125000 Penalty: 3069.784912
	Iteration 4Q: 3 clusters Score -596862.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -597051.625000 Penalty: 3069.784912
	Iteration 5Q: 3 clusters Score -597051.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -597284.187500 Penalty: 3069.784912
	Iteration 6Q: 3 clusters Score -597284.2 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -597673.312500 Penalty: 3069.784912
	Iteration 7Q: 3 clusters Score -597673.3 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -598413.375000 Penalty: 3069.784912
	Iteration 8F: 3 clusters Score -598413.4 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -599860.500000 Penalty: 3069.784912
	Iteration 9F: 3 clusters Score -599860.5 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -601657.562500 Penalty: 3069.784912
	Iteration 10F: 3 clusters Score -601657.6 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -602707.562500 Penalty: 3069.784912
	Iteration 11F: 3 clusters Score -602707.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -603030.625000 Penalty: 3069.784912
	Iteration 12Q: 3 clusters Score -603030.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -603143.625000 Penalty: 3069.784912
	Iteration 13Q: 3 clusters Score -603143.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -603196.625000 Penalty: 3069.784912
	Iteration 14Q: 3 clusters Score -603196.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -603229.500000 Penalty: 3069.784912
	Iteration 15Q: 3 clusters Score -603229.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -603252.000000 Penalty: 3069.784912
	Iteration 16Q: 3 clusters Score -603252 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -603272.562500 Penalty: 3069.784912
	Iteration 17Q: 3 clusters Score -603272.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -603279.125000 Penalty: 3069.784912
	Iteration 18Q: 3 clusters Score -603279.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -603286.500000 Penalty: 3069.784912
	Iteration 19Q: 3 clusters Score -603286.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -603299.000000 Penalty: 3069.784912
	Iteration 20F: 3 clusters Score -603299 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -603305.812500 Penalty: 3069.784912
	Iteration 21Q: 3 clusters Score -603305.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -603312.437500 Penalty: 3069.784912
	Iteration 22Q: 3 clusters Score -603312.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -603315.000000 Penalty: 3069.784912
	Iteration 23Q: 3 clusters Score -603315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -603319.312500 Penalty: 3069.784912
	Iteration 24Q: 3 clusters Score -603319.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -603320.750000 Penalty: 3069.784912
	Iteration 25Q: 3 clusters Score -603320.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -603321.312500 Penalty: 3069.784912
	Iteration 26Q: 3 clusters Score -603321.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -603323.125000 Penalty: 3069.784912
	Iteration 27Q: 3 clusters Score -603323.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -603324.687500 Penalty: 3069.784912
	Iteration 28Q: 3 clusters Score -603324.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -603326.062500 Penalty: 3069.784912
	Iteration 29Q: 3 clusters Score -603326.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -603327.687500 Penalty: 3069.784912
	Iteration 30Q: 3 clusters Score -603327.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -603327.562500 Penalty: 3069.784912
	Iteration 31Q: 3 clusters Score -603327.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -603327.437500 Penalty: 3069.784912
	Iteration 32Q: 3 clusters Score -603327.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -603327.187500 Penalty: 3069.784912
	Iteration 33Q: 3 clusters Score -603327.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -603327.187500 Penalty: 3069.784912
	Iteration 34F: 3 clusters Score -603327.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 7769 members 
Mstep: Class 3 contains 1643 members 
Mstep: Class 4 contains 7165 members 
Mstep: Class 5 contains 43765 members 
Mstep: Class 6 contains 173363 members 
Mstep: Class 7 contains 7297 members 
Mstep: Class 8 contains 44091 members 
Mstep: Class 9 contains 11072 members 
Mstep: Class 10 contains 6731 members 
Mstep: Class 11 contains 4547 members 
Mstep: Class 12 contains 1729 members 
Mstep: Class 14 contains 13312 members 
Mstep: Class 15 contains 192254 members 
Mstep: Class 16 contains 21891 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 9061 members 
Mstep: Class 19 contains 11835 members 
Entering Unmasked Estep 
Score: -29067036.000000 Penalty: 38851.078125
Splitting cluster 17 changes total score from -29058124.000000 to -29067036.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 18 (9061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Entering Unmasked Estep 
Score: -474953.406250 Penalty: 1480.656860
	Iteration 0F: 2 clusters Score -474953.4 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 4530 members 
Entering Unmasked Estep 
Score: -468376.000000 Penalty: 2961.313721
	Iteration 0F: 3 clusters Score -468376 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -470376.312500 Penalty: 2961.313721
	Iteration 1F: 3 clusters Score -470376.3 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -470609.906250 Penalty: 2961.313721
	Iteration 2F: 3 clusters Score -470609.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -470803.906250 Penalty: 2961.313721
	Iteration 3F: 3 clusters Score -470803.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -470939.875000 Penalty: 2961.313721
	Iteration 4Q: 3 clusters Score -470939.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -471034.468750 Penalty: 2961.313721
	Iteration 5Q: 3 clusters Score -471034.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -471100.250000 Penalty: 2961.313721
	Iteration 6Q: 3 clusters Score -471100.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -471156.343750 Penalty: 2961.313721
	Iteration 7Q: 3 clusters Score -471156.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -471211.593750 Penalty: 2961.313721
	Iteration 8Q: 3 clusters Score -471211.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -471271.687500 Penalty: 2961.313721
	Iteration 9Q: 3 clusters Score -471271.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -471325.593750 Penalty: 2961.313721
	Iteration 10Q: 3 clusters Score -471325.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -471386.687500 Penalty: 2961.313721
	Iteration 11Q: 3 clusters Score -471386.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -471459.812500 Penalty: 2961.313721
	Iteration 12Q: 3 clusters Score -471459.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -471558.531250 Penalty: 2961.313721
	Iteration 13Q: 3 clusters Score -471558.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -471691.312500 Penalty: 2961.313721
	Iteration 14Q: 3 clusters Score -471691.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -471832.062500 Penalty: 2961.313721
	Iteration 15Q: 3 clusters Score -471832.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -471998.312500 Penalty: 2961.313721
	Iteration 16Q: 3 clusters Score -471998.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -472217.781250 Penalty: 2961.313721
	Iteration 17Q: 3 clusters Score -472217.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -472494.781250 Penalty: 2961.313721
	Iteration 18Q: 3 clusters Score -472494.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -472795.218750 Penalty: 2961.313721
	Iteration 19Q: 3 clusters Score -472795.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -473052.281250 Penalty: 2961.313721
	Iteration 20F: 3 clusters Score -473052.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -473232.625000 Penalty: 2961.313721
	Iteration 21Q: 3 clusters Score -473232.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -473375.531250 Penalty: 2961.313721
	Iteration 22Q: 3 clusters Score -473375.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -473483.187500 Penalty: 2961.313721
	Iteration 23Q: 3 clusters Score -473483.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -473551.375000 Penalty: 2961.313721
	Iteration 24Q: 3 clusters Score -473551.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -473608.687500 Penalty: 2961.313721
	Iteration 25Q: 3 clusters Score -473608.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -473645.562500 Penalty: 2961.313721
	Iteration 26Q: 3 clusters Score -473645.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -473668.031250 Penalty: 2961.313721
	Iteration 27Q: 3 clusters Score -473668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -473690.593750 Penalty: 2961.313721
	Iteration 28Q: 3 clusters Score -473690.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -473698.281250 Penalty: 2961.313721
	Iteration 29Q: 3 clusters Score -473698.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -473701.656250 Penalty: 2961.313721
	Iteration 30Q: 3 clusters Score -473701.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -473705.656250 Penalty: 2961.313721
	Iteration 31Q: 3 clusters Score -473705.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -473706.468750 Penalty: 2961.313721
	Iteration 32Q: 3 clusters Score -473706.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -473708.500000 Penalty: 2961.313721
	Iteration 33Q: 3 clusters Score -473708.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -473710.968750 Penalty: 2961.313721
	Iteration 34Q: 3 clusters Score -473711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -473712.468750 Penalty: 2961.313721
	Iteration 35Q: 3 clusters Score -473712.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -473712.468750 Penalty: 2961.313721
	Iteration 36F: 3 clusters Score -473712.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Entering Unmasked Estep 
Score: -646875.062500 Penalty: 1524.057739
	Iteration 0F: 2 clusters Score -646875.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -638547.812500 Penalty: 3048.115479
	Iteration 0F: 3 clusters Score -638547.8 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -641248.125000 Penalty: 3048.115479
	Iteration 1F: 3 clusters Score -641248.1 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -641478.875000 Penalty: 3048.115479
	Iteration 2F: 3 clusters Score -641478.9 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -641682.062500 Penalty: 3048.115479
	Iteration 3Q: 3 clusters Score -641682.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -641864.125000 Penalty: 3048.115479
	Iteration 4Q: 3 clusters Score -641864.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -642084.812500 Penalty: 3048.115479
	Iteration 5Q: 3 clusters Score -642084.8 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -642357.750000 Penalty: 3048.115479
	Iteration 6Q: 3 clusters Score -642357.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -642683.250000 Penalty: 3048.115479
	Iteration 7Q: 3 clusters Score -642683.2 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -643141.312500 Penalty: 3048.115479
	Iteration 8F: 3 clusters Score -643141.3 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -643678.812500 Penalty: 3048.115479
	Iteration 9F: 3 clusters Score -643678.8 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -644257.437500 Penalty: 3048.115479
	Iteration 10F: 3 clusters Score -644257.4 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -644758.375000 Penalty: 3048.115479
	Iteration 11Q: 3 clusters Score -644758.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -645061.875000 Penalty: 3048.115479
	Iteration 12Q: 3 clusters Score -645061.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -645283.812500 Penalty: 3048.115479
	Iteration 13Q: 3 clusters Score -645283.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -645403.687500 Penalty: 3048.115479
	Iteration 14Q: 3 clusters Score -645403.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -645465.125000 Penalty: 3048.115479
	Iteration 15Q: 3 clusters Score -645465.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -645501.625000 Penalty: 3048.115479
	Iteration 16Q: 3 clusters Score -645501.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -645510.250000 Penalty: 3048.115479
	Iteration 17Q: 3 clusters Score -645510.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -645516.625000 Penalty: 3048.115479
	Iteration 18Q: 3 clusters Score -645516.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -645523.937500 Penalty: 3048.115479
	Iteration 19Q: 3 clusters Score -645523.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -645527.250000 Penalty: 3048.115479
	Iteration 20F: 3 clusters Score -645527.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -645534.687500 Penalty: 3048.115479
	Iteration 21Q: 3 clusters Score -645534.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -645536.875000 Penalty: 3048.115479
	Iteration 22Q: 3 clusters Score -645536.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -645540.312500 Penalty: 3048.115479
	Iteration 23Q: 3 clusters Score -645540.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -645539.875000 Penalty: 3048.115479
	Iteration 24Q: 3 clusters Score -645539.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -645540.562500 Penalty: 3048.115479
	Iteration 25Q: 3 clusters Score -645540.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -645540.875000 Penalty: 3048.115479
	Iteration 26Q: 3 clusters Score -645540.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -645541.187500 Penalty: 3048.115479
	Iteration 27Q: 3 clusters Score -645541.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -645541.187500 Penalty: 3048.115479
	Iteration 28F: 3 clusters Score -645541.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 7769 members 
Mstep: Class 3 contains 1643 members 
Mstep: Class 4 contains 7165 members 
Mstep: Class 5 contains 43765 members 
Mstep: Class 6 contains 173363 members 
Mstep: Class 7 contains 7297 members 
Mstep: Class 8 contains 44091 members 
Mstep: Class 10 contains 6731 members 
Mstep: Class 11 contains 4547 members 
Mstep: Class 12 contains 1729 members 
Mstep: Class 14 contains 13312 members 
Mstep: Class 15 contains 192254 members 
Mstep: Class 16 contains 21891 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 9061 members 
Mstep: Class 19 contains 11835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2081.757568 but Gain 2158.394531
Score: -29070264.000000 Penalty: 36692.683594
Iteration 39Q: 18 clusters Score -2.907026e+07 nChanged 8242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 7368 members 
Mstep: Class 4 contains 7215 members 
Mstep: Class 5 contains 44235 members 
Mstep: Class 6 contains 174128 members 
Mstep: Class 7 contains 7090 members 
Mstep: Class 8 contains 44019 members 
Mstep: Class 9 contains 11741 members 
Mstep: Class 10 contains 6735 members 
Mstep: Class 11 contains 4524 members 
Mstep: Class 12 contains 1695 members 
Mstep: Class 14 contains 13020 members 
Mstep: Class 15 contains 193450 members 
Mstep: Class 16 contains 22383 members 
Mstep: Class 17 contains 1578 members 
Mstep: Class 18 contains 9000 members 
Mstep: Class 19 contains 11737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29074980.000000 Penalty: 36692.683594
Iteration 40F: 18 clusters Score -2.907498e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 6949 members 
Mstep: Class 4 contains 7190 members 
Mstep: Class 5 contains 44482 members 
Mstep: Class 6 contains 174654 members 
Mstep: Class 7 contains 6660 members 
Mstep: Class 8 contains 43902 members 
Mstep: Class 9 contains 12069 members 
Mstep: Class 10 contains 6725 members 
Mstep: Class 11 contains 4500 members 
Mstep: Class 12 contains 1667 members 
Mstep: Class 14 contains 12793 members 
Mstep: Class 15 contains 192981 members 
Mstep: Class 16 contains 22429 members 
Mstep: Class 17 contains 1650 members 
Mstep: Class 18 contains 8904 members 
Mstep: Class 19 contains 11654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29076146.000000 Penalty: 36692.683594
Iteration 41Q: 18 clusters Score -2.907615e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 6577 members 
Mstep: Class 4 contains 7160 members 
Mstep: Class 5 contains 44758 members 
Mstep: Class 6 contains 175205 members 
Mstep: Class 7 contains 6266 members 
Mstep: Class 8 contains 43796 members 
Mstep: Class 9 contains 12243 members 
Mstep: Class 10 contains 6729 members 
Mstep: Class 11 contains 4483 members 
Mstep: Class 12 contains 1633 members 
Mstep: Class 14 contains 12526 members 
Mstep: Class 15 contains 192850 members 
Mstep: Class 16 contains 22441 members 
Mstep: Class 17 contains 1728 members 
Mstep: Class 18 contains 8802 members 
Mstep: Class 19 contains 11591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29076962.000000 Penalty: 36692.683594
Iteration 42Q: 18 clusters Score -2.907696e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 6246 members 
Mstep: Class 4 contains 7151 members 
Mstep: Class 5 contains 44949 members 
Mstep: Class 6 contains 175702 members 
Mstep: Class 7 contains 5890 members 
Mstep: Class 8 contains 43714 members 
Mstep: Class 9 contains 12355 members 
Mstep: Class 10 contains 6739 members 
Mstep: Class 11 contains 4478 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 14 contains 12250 members 
Mstep: Class 15 contains 192879 members 
Mstep: Class 16 contains 22414 members 
Mstep: Class 17 contains 1800 members 
Mstep: Class 18 contains 8725 members 
Mstep: Class 19 contains 11542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29077676.000000 Penalty: 36692.683594
Iteration 43Q: 18 clusters Score -2.907768e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 5949 members 
Mstep: Class 4 contains 7126 members 
Mstep: Class 5 contains 45074 members 
Mstep: Class 6 contains 176184 members 
Mstep: Class 7 contains 5546 members 
Mstep: Class 8 contains 43658 members 
Mstep: Class 9 contains 12443 members 
Mstep: Class 10 contains 6746 members 
Mstep: Class 11 contains 4469 members 
Mstep: Class 12 contains 1584 members 
Mstep: Class 14 contains 11945 members 
Mstep: Class 15 contains 193023 members 
Mstep: Class 16 contains 22382 members 
Mstep: Class 17 contains 1850 members 
Mstep: Class 18 contains 8651 members 
Mstep: Class 19 contains 11501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29078084.000000 Penalty: 36692.683594
Iteration 44Q: 18 clusters Score -2.907808e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 5661 members 
Mstep: Class 4 contains 7092 members 
Mstep: Class 5 contains 45151 members 
Mstep: Class 6 contains 176669 members 
Mstep: Class 7 contains 5230 members 
Mstep: Class 8 contains 43600 members 
Mstep: Class 9 contains 12507 members 
Mstep: Class 10 contains 6756 members 
Mstep: Class 11 contains 4461 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 14 contains 11656 members 
Mstep: Class 15 contains 193238 members 
Mstep: Class 16 contains 22371 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 8565 members 
Mstep: Class 19 contains 11452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29078748.000000 Penalty: 36692.683594
Iteration 45Q: 18 clusters Score -2.907875e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 5393 members 
Mstep: Class 4 contains 7093 members 
Mstep: Class 5 contains 45140 members 
Mstep: Class 6 contains 177125 members 
Mstep: Class 7 contains 4952 members 
Mstep: Class 8 contains 43567 members 
Mstep: Class 9 contains 12539 members 
Mstep: Class 10 contains 6764 members 
Mstep: Class 11 contains 4448 members 
Mstep: Class 12 contains 1548 members 
Mstep: Class 14 contains 11412 members 
Mstep: Class 15 contains 193437 members 
Mstep: Class 16 contains 22357 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 8485 members 
Mstep: Class 19 contains 11403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29079208.000000 Penalty: 36692.683594
Iteration 46Q: 18 clusters Score -2.907921e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 5160 members 
Mstep: Class 4 contains 7105 members 
Mstep: Class 5 contains 45090 members 
Mstep: Class 6 contains 177507 members 
Mstep: Class 7 contains 4726 members 
Mstep: Class 8 contains 43527 members 
Mstep: Class 9 contains 12561 members 
Mstep: Class 10 contains 6786 members 
Mstep: Class 11 contains 4448 members 
Mstep: Class 12 contains 1541 members 
Mstep: Class 14 contains 11198 members 
Mstep: Class 15 contains 193704 members 
Mstep: Class 16 contains 22326 members 
Mstep: Class 17 contains 1975 members 
Mstep: Class 18 contains 8409 members 
Mstep: Class 19 contains 11351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29079700.000000 Penalty: 36692.683594
Iteration 47Q: 18 clusters Score -2.90797e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 4968 members 
Mstep: Class 4 contains 7106 members 
Mstep: Class 5 contains 45042 members 
Mstep: Class 6 contains 177857 members 
Mstep: Class 7 contains 4538 members 
Mstep: Class 8 contains 43496 members 
Mstep: Class 9 contains 12592 members 
Mstep: Class 10 contains 6810 members 
Mstep: Class 11 contains 4452 members 
Mstep: Class 12 contains 1526 members 
Mstep: Class 14 contains 11001 members 
Mstep: Class 15 contains 193903 members 
Mstep: Class 16 contains 22312 members 
Mstep: Class 17 contains 2002 members 
Mstep: Class 18 contains 8344 members 
Mstep: Class 19 contains 11312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29079982.000000 Penalty: 36692.683594
Iteration 48Q: 18 clusters Score -2.907998e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 4791 members 
Mstep: Class 4 contains 7116 members 
Mstep: Class 5 contains 44975 members 
Mstep: Class 6 contains 178187 members 
Mstep: Class 7 contains 4324 members 
Mstep: Class 8 contains 43452 members 
Mstep: Class 9 contains 12610 members 
Mstep: Class 10 contains 6829 members 
Mstep: Class 11 contains 4457 members 
Mstep: Class 12 contains 1512 members 
Mstep: Class 14 contains 10852 members 
Mstep: Class 15 contains 194091 members 
Mstep: Class 16 contains 22317 members 
Mstep: Class 17 contains 2034 members 
Mstep: Class 18 contains 8289 members 
Mstep: Class 19 contains 11263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29080176.000000 Penalty: 36692.683594
Iteration 49Q: 18 clusters Score -2.908018e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 4617 members 
Mstep: Class 4 contains 7135 members 
Mstep: Class 5 contains 44887 members 
Mstep: Class 6 contains 178533 members 
Mstep: Class 7 contains 4128 members 
Mstep: Class 8 contains 43402 members 
Mstep: Class 9 contains 12613 members 
Mstep: Class 10 contains 6855 members 
Mstep: Class 11 contains 4456 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 14 contains 10712 members 
Mstep: Class 15 contains 194308 members 
Mstep: Class 16 contains 22322 members 
Mstep: Class 17 contains 2066 members 
Mstep: Class 18 contains 8224 members 
Mstep: Class 19 contains 11198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29080236.000000 Penalty: 36692.683594
Iteration 50Q: 18 clusters Score -2.908024e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 4443 members 
Mstep: Class 4 contains 7148 members 
Mstep: Class 5 contains 44747 members 
Mstep: Class 6 contains 178872 members 
Mstep: Class 7 contains 3967 members 
Mstep: Class 8 contains 43370 members 
Mstep: Class 9 contains 12615 members 
Mstep: Class 10 contains 6886 members 
Mstep: Class 11 contains 4453 members 
Mstep: Class 12 contains 1487 members 
Mstep: Class 14 contains 10596 members 
Mstep: Class 15 contains 194522 members 
Mstep: Class 16 contains 22313 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 8165 members 
Mstep: Class 19 contains 11141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29080376.000000 Penalty: 36692.683594
Iteration 51Q: 18 clusters Score -2.908038e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 4288 members 
Mstep: Class 4 contains 7153 members 
Mstep: Class 5 contains 44594 members 
Mstep: Class 6 contains 179196 members 
Mstep: Class 7 contains 3808 members 
Mstep: Class 8 contains 43333 members 
Mstep: Class 9 contains 12630 members 
Mstep: Class 10 contains 6904 members 
Mstep: Class 11 contains 4454 members 
Mstep: Class 12 contains 1476 members 
Mstep: Class 14 contains 10508 members 
Mstep: Class 15 contains 194729 members 
Mstep: Class 16 contains 22308 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 8125 members 
Mstep: Class 19 contains 11080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29080516.000000 Penalty: 36692.683594
Iteration 52Q: 18 clusters Score -2.908052e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 4138 members 
Mstep: Class 4 contains 7160 members 
Mstep: Class 5 contains 44439 members 
Mstep: Class 6 contains 179481 members 
Mstep: Class 7 contains 3641 members 
Mstep: Class 8 contains 43320 members 
Mstep: Class 9 contains 12642 members 
Mstep: Class 10 contains 6918 members 
Mstep: Class 11 contains 4451 members 
Mstep: Class 12 contains 1467 members 
Mstep: Class 14 contains 10436 members 
Mstep: Class 15 contains 194948 members 
Mstep: Class 16 contains 22290 members 
Mstep: Class 17 contains 2138 members 
Mstep: Class 18 contains 8090 members 
Mstep: Class 19 contains 11040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29080556.000000 Penalty: 36692.683594
Iteration 53Q: 18 clusters Score -2.908056e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 4 contains 7165 members 
Mstep: Class 5 contains 44321 members 
Mstep: Class 6 contains 179739 members 
Mstep: Class 7 contains 3501 members 
Mstep: Class 8 contains 43295 members 
Mstep: Class 9 contains 12660 members 
Mstep: Class 10 contains 6931 members 
Mstep: Class 11 contains 4450 members 
Mstep: Class 12 contains 1460 members 
Mstep: Class 14 contains 10370 members 
Mstep: Class 15 contains 195076 members 
Mstep: Class 16 contains 22270 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 8070 members 
Mstep: Class 19 contains 11011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29080744.000000 Penalty: 36692.683594
Iteration 54Q: 18 clusters Score -2.908074e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 3901 members 
Mstep: Class 4 contains 7162 members 
Mstep: Class 5 contains 44214 members 
Mstep: Class 6 contains 179973 members 
Mstep: Class 7 contains 3360 members 
Mstep: Class 8 contains 43278 members 
Mstep: Class 9 contains 12677 members 
Mstep: Class 10 contains 6953 members 
Mstep: Class 11 contains 4454 members 
Mstep: Class 12 contains 1460 members 
Mstep: Class 14 contains 10298 members 
Mstep: Class 15 contains 195179 members 
Mstep: Class 16 contains 22276 members 
Mstep: Class 17 contains 2169 members 
Mstep: Class 18 contains 8051 members 
Mstep: Class 19 contains 10975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29080908.000000 Penalty: 36692.683594
Iteration 55Q: 18 clusters Score -2.908091e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 3797 members 
Mstep: Class 4 contains 7151 members 
Mstep: Class 5 contains 44118 members 
Mstep: Class 6 contains 180179 members 
Mstep: Class 7 contains 3242 members 
Mstep: Class 8 contains 43262 members 
Mstep: Class 9 contains 12701 members 
Mstep: Class 10 contains 6976 members 
Mstep: Class 11 contains 4456 members 
Mstep: Class 12 contains 1463 members 
Mstep: Class 14 contains 10236 members 
Mstep: Class 15 contains 195256 members 
Mstep: Class 16 contains 22297 members 
Mstep: Class 17 contains 2177 members 
Mstep: Class 18 contains 8017 members 
Mstep: Class 19 contains 10947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29080968.000000 Penalty: 36692.683594
Iteration 56Q: 18 clusters Score -2.908097e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 3698 members 
Mstep: Class 4 contains 7134 members 
Mstep: Class 5 contains 44029 members 
Mstep: Class 6 contains 180393 members 
Mstep: Class 7 contains 3138 members 
Mstep: Class 8 contains 43231 members 
Mstep: Class 9 contains 12713 members 
Mstep: Class 10 contains 6994 members 
Mstep: Class 11 contains 4461 members 
Mstep: Class 12 contains 1468 members 
Mstep: Class 14 contains 10179 members 
Mstep: Class 15 contains 195351 members 
Mstep: Class 16 contains 22303 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 7995 members 
Mstep: Class 19 contains 10911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29081018.000000 Penalty: 36692.683594
Iteration 57Q: 18 clusters Score -2.908102e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 3626 members 
Mstep: Class 4 contains 7127 members 
Mstep: Class 5 contains 43930 members 
Mstep: Class 6 contains 180596 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 43192 members 
Mstep: Class 9 contains 12729 members 
Mstep: Class 10 contains 7012 members 
Mstep: Class 11 contains 4464 members 
Mstep: Class 12 contains 1470 members 
Mstep: Class 14 contains 10139 members 
Mstep: Class 15 contains 195439 members 
Mstep: Class 16 contains 22304 members 
Mstep: Class 17 contains 2189 members 
Mstep: Class 18 contains 7974 members 
Mstep: Class 19 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29081206.000000 Penalty: 36692.683594
Iteration 58Q: 18 clusters Score -2.908121e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 3563 members 
Mstep: Class 4 contains 7115 members 
Mstep: Class 5 contains 43846 members 
Mstep: Class 6 contains 180754 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 43154 members 
Mstep: Class 9 contains 12733 members 
Mstep: Class 10 contains 7026 members 
Mstep: Class 11 contains 4470 members 
Mstep: Class 12 contains 1473 members 
Mstep: Class 14 contains 10092 members 
Mstep: Class 15 contains 195577 members 
Mstep: Class 16 contains 22326 members 
Mstep: Class 17 contains 2193 members 
Mstep: Class 18 contains 7952 members 
Mstep: Class 19 contains 10855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29081276.000000 Penalty: 36692.683594
Iteration 59Q: 18 clusters Score -2.908128e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 3504 members 
Mstep: Class 4 contains 7114 members 
Mstep: Class 5 contains 43782 members 
Mstep: Class 6 contains 180880 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 43119 members 
Mstep: Class 9 contains 12745 members 
Mstep: Class 10 contains 7041 members 
Mstep: Class 11 contains 4477 members 
Mstep: Class 12 contains 1474 members 
Mstep: Class 14 contains 10049 members 
Mstep: Class 15 contains 195691 members 
Mstep: Class 16 contains 22330 members 
Mstep: Class 17 contains 2197 members 
Mstep: Class 18 contains 7932 members 
Mstep: Class 19 contains 10828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29081254.000000 Penalty: 36692.683594
Iteration 60F: 18 clusters Score -2.908125e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 3447 members 
Mstep: Class 4 contains 7126 members 
Mstep: Class 5 contains 43720 members 
Mstep: Class 6 contains 181014 members 
Mstep: Class 7 contains 2739 members 
Mstep: Class 8 contains 43087 members 
Mstep: Class 9 contains 12749 members 
Mstep: Class 10 contains 7060 members 
Mstep: Class 11 contains 4480 members 
Mstep: Class 12 contains 1472 members 
Mstep: Class 14 contains 10019 members 
Mstep: Class 15 contains 195786 members 
Mstep: Class 16 contains 22321 members 
Mstep: Class 17 contains 2204 members 
Mstep: Class 18 contains 7908 members 
Mstep: Class 19 contains 10806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29081338.000000 Penalty: 36692.683594
Iteration 61Q: 18 clusters Score -2.908134e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 3401 members 
Mstep: Class 4 contains 7137 members 
Mstep: Class 5 contains 43643 members 
Mstep: Class 6 contains 181147 members 
Mstep: Class 7 contains 2661 members 
Mstep: Class 8 contains 43070 members 
Mstep: Class 9 contains 12754 members 
Mstep: Class 10 contains 7078 members 
Mstep: Class 11 contains 4486 members 
Mstep: Class 12 contains 1461 members 
Mstep: Class 14 contains 9999 members 
Mstep: Class 15 contains 195852 members 
Mstep: Class 16 contains 22325 members 
Mstep: Class 17 contains 2213 members 
Mstep: Class 18 contains 7884 members 
Mstep: Class 19 contains 10778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29081416.000000 Penalty: 36692.683594
Iteration 62Q: 18 clusters Score -2.908142e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 3345 members 
Mstep: Class 4 contains 7133 members 
Mstep: Class 5 contains 43586 members 
Mstep: Class 6 contains 181278 members 
Mstep: Class 7 contains 2596 members 
Mstep: Class 8 contains 43052 members 
Mstep: Class 9 contains 12764 members 
Mstep: Class 10 contains 7096 members 
Mstep: Class 11 contains 4494 members 
Mstep: Class 12 contains 1450 members 
Mstep: Class 14 contains 9979 members 
Mstep: Class 15 contains 195897 members 
Mstep: Class 16 contains 22339 members 
Mstep: Class 17 contains 2222 members 
Mstep: Class 18 contains 7861 members 
Mstep: Class 19 contains 10757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29081476.000000 Penalty: 36692.683594
Iteration 63Q: 18 clusters Score -2.908148e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 3300 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 43537 members 
Mstep: Class 6 contains 181406 members 
Mstep: Class 7 contains 2514 members 
Mstep: Class 8 contains 43023 members 
Mstep: Class 9 contains 12776 members 
Mstep: Class 10 contains 7121 members 
Mstep: Class 11 contains 4500 members 
Mstep: Class 12 contains 1446 members 
Mstep: Class 14 contains 9960 members 
Mstep: Class 15 contains 195928 members 
Mstep: Class 16 contains 22364 members 
Mstep: Class 17 contains 2232 members 
Mstep: Class 18 contains 7851 members 
Mstep: Class 19 contains 10727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29081610.000000 Penalty: 36692.683594
Iteration 64Q: 18 clusters Score -2.908161e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 3262 members 
Mstep: Class 4 contains 7123 members 
Mstep: Class 5 contains 43477 members 
Mstep: Class 6 contains 181519 members 
Mstep: Class 7 contains 2438 members 
Mstep: Class 8 contains 43000 members 
Mstep: Class 9 contains 12787 members 
Mstep: Class 10 contains 7149 members 
Mstep: Class 11 contains 4502 members 
Mstep: Class 12 contains 1442 members 
Mstep: Class 14 contains 9955 members 
Mstep: Class 15 contains 195963 members 
Mstep: Class 16 contains 22378 members 
Mstep: Class 17 contains 2240 members 
Mstep: Class 18 contains 7839 members 
Mstep: Class 19 contains 10694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29081676.000000 Penalty: 36692.683594
Iteration 65Q: 18 clusters Score -2.908168e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 4 contains 7134 members 
Mstep: Class 5 contains 43437 members 
Mstep: Class 6 contains 181620 members 
Mstep: Class 7 contains 2370 members 
Mstep: Class 8 contains 42975 members 
Mstep: Class 9 contains 12782 members 
Mstep: Class 10 contains 7166 members 
Mstep: Class 11 contains 4502 members 
Mstep: Class 12 contains 1442 members 
Mstep: Class 14 contains 9943 members 
Mstep: Class 15 contains 195998 members 
Mstep: Class 16 contains 22390 members 
Mstep: Class 17 contains 2251 members 
Mstep: Class 18 contains 7836 members 
Mstep: Class 19 contains 10665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29081686.000000 Penalty: 36692.683594
Iteration 66Q: 18 clusters Score -2.908169e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 3183 members 
Mstep: Class 4 contains 7149 members 
Mstep: Class 5 contains 43390 members 
Mstep: Class 6 contains 181726 members 
Mstep: Class 7 contains 2315 members 
Mstep: Class 8 contains 42955 members 
Mstep: Class 9 contains 12783 members 
Mstep: Class 10 contains 7175 members 
Mstep: Class 11 contains 4502 members 
Mstep: Class 12 contains 1441 members 
Mstep: Class 14 contains 9934 members 
Mstep: Class 15 contains 196036 members 
Mstep: Class 16 contains 22397 members 
Mstep: Class 17 contains 2262 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 10636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29081638.000000 Penalty: 36692.683594
Iteration 67Q: 18 clusters Score -2.908164e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 3137 members 
Mstep: Class 4 contains 7169 members 
Mstep: Class 5 contains 43350 members 
Mstep: Class 6 contains 181837 members 
Mstep: Class 7 contains 2251 members 
Mstep: Class 8 contains 42942 members 
Mstep: Class 9 contains 12782 members 
Mstep: Class 10 contains 7183 members 
Mstep: Class 11 contains 4503 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 14 contains 9921 members 
Mstep: Class 15 contains 196083 members 
Mstep: Class 16 contains 22386 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 7814 members 
Mstep: Class 19 contains 10607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29081722.000000 Penalty: 36692.683594
Iteration 68Q: 18 clusters Score -2.908172e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31142 members 
Mstep: Class 2 contains 3104 members 
Mstep: Class 4 contains 7192 members 
Mstep: Class 5 contains 43321 members 
Mstep: Class 6 contains 181921 members 
Mstep: Class 7 contains 2198 members 
Mstep: Class 8 contains 42934 members 
Mstep: Class 9 contains 12776 members 
Mstep: Class 10 contains 7184 members 
Mstep: Class 11 contains 4503 members 
Mstep: Class 12 contains 1435 members 
Mstep: Class 14 contains 9906 members 
Mstep: Class 15 contains 196141 members 
Mstep: Class 16 contains 22350 members 
Mstep: Class 17 contains 2289 members 
Mstep: Class 18 contains 7803 members 
Mstep: Class 19 contains 10589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29081802.000000 Penalty: 36692.683594
Iteration 69Q: 18 clusters Score -2.90818e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 4 contains 7219 members 
Mstep: Class 5 contains 43301 members 
Mstep: Class 6 contains 181998 members 
Mstep: Class 7 contains 2148 members 
Mstep: Class 8 contains 42919 members 
Mstep: Class 9 contains 12772 members 
Mstep: Class 10 contains 7183 members 
Mstep: Class 11 contains 4502 members 
Mstep: Class 12 contains 1429 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 196192 members 
Mstep: Class 16 contains 22317 members 
Mstep: Class 17 contains 2303 members 
Mstep: Class 18 contains 7800 members 
Mstep: Class 19 contains 10580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29081876.000000 Penalty: 36692.683594
Iteration 70Q: 18 clusters Score -2.908188e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 3048 members 
Mstep: Class 4 contains 7243 members 
Mstep: Class 5 contains 43260 members 
Mstep: Class 6 contains 182068 members 
Mstep: Class 7 contains 2106 members 
Mstep: Class 8 contains 42916 members 
Mstep: Class 9 contains 12773 members 
Mstep: Class 10 contains 7182 members 
Mstep: Class 11 contains 4505 members 
Mstep: Class 12 contains 1426 members 
Mstep: Class 14 contains 9887 members 
Mstep: Class 15 contains 196241 members 
Mstep: Class 16 contains 22274 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 7793 members 
Mstep: Class 19 contains 10573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29081928.000000 Penalty: 36692.683594
Iteration 71Q: 18 clusters Score -2.908193e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 3027 members 
Mstep: Class 4 contains 7259 members 
Mstep: Class 5 contains 43214 members 
Mstep: Class 6 contains 182147 members 
Mstep: Class 7 contains 2069 members 
Mstep: Class 8 contains 42905 members 
Mstep: Class 9 contains 12776 members 
Mstep: Class 10 contains 7183 members 
Mstep: Class 11 contains 4509 members 
Mstep: Class 12 contains 1417 members 
Mstep: Class 14 contains 9887 members 
Mstep: Class 15 contains 196283 members 
Mstep: Class 16 contains 22244 members 
Mstep: Class 17 contains 2324 members 
Mstep: Class 18 contains 7786 members 
Mstep: Class 19 contains 10559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29081890.000000 Penalty: 36692.683594
Iteration 72Q: 18 clusters Score -2.908189e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 3001 members 
Mstep: Class 4 contains 7281 members 
Mstep: Class 5 contains 43174 members 
Mstep: Class 6 contains 182227 members 
Mstep: Class 7 contains 2031 members 
Mstep: Class 8 contains 42895 members 
Mstep: Class 9 contains 12780 members 
Mstep: Class 10 contains 7186 members 
Mstep: Class 11 contains 4510 members 
Mstep: Class 12 contains 1403 members 
Mstep: Class 14 contains 9890 members 
Mstep: Class 15 contains 196303 members 
Mstep: Class 16 contains 22208 members 
Mstep: Class 17 contains 2332 members 
Mstep: Class 18 contains 7788 members 
Mstep: Class 19 contains 10554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29081958.000000 Penalty: 36692.683594
Iteration 73Q: 18 clusters Score -2.908196e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 2968 members 
Mstep: Class 4 contains 7292 members 
Mstep: Class 5 contains 43133 members 
Mstep: Class 6 contains 182312 members 
Mstep: Class 7 contains 1991 members 
Mstep: Class 8 contains 42881 members 
Mstep: Class 9 contains 12789 members 
Mstep: Class 10 contains 7188 members 
Mstep: Class 11 contains 4509 members 
Mstep: Class 12 contains 1394 members 
Mstep: Class 14 contains 9894 members 
Mstep: Class 15 contains 196334 members 
Mstep: Class 16 contains 22190 members 
Mstep: Class 17 contains 2340 members 
Mstep: Class 18 contains 7780 members 
Mstep: Class 19 contains 10543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082006.000000 Penalty: 36692.683594
Iteration 74Q: 18 clusters Score -2.908201e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 2932 members 
Mstep: Class 4 contains 7312 members 
Mstep: Class 5 contains 43110 members 
Mstep: Class 6 contains 182384 members 
Mstep: Class 7 contains 1952 members 
Mstep: Class 8 contains 42866 members 
Mstep: Class 9 contains 12785 members 
Mstep: Class 10 contains 7189 members 
Mstep: Class 11 contains 4511 members 
Mstep: Class 12 contains 1386 members 
Mstep: Class 14 contains 9895 members 
Mstep: Class 15 contains 196375 members 
Mstep: Class 16 contains 22167 members 
Mstep: Class 17 contains 2351 members 
Mstep: Class 18 contains 7768 members 
Mstep: Class 19 contains 10536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2156.800049 but Gain 2158.394531
Score: -29082102.000000 Penalty: 34534.289062
Iteration 75Q: 17 clusters Score -2.90821e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 2891 members 
Mstep: Class 4 contains 7332 members 
Mstep: Class 5 contains 43079 members 
Mstep: Class 6 contains 183512 members 
Mstep: Class 7 contains 1929 members 
Mstep: Class 8 contains 42859 members 
Mstep: Class 9 contains 12792 members 
Mstep: Class 10 contains 7193 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 14 contains 9896 members 
Mstep: Class 15 contains 196666 members 
Mstep: Class 16 contains 22130 members 
Mstep: Class 17 contains 2359 members 
Mstep: Class 18 contains 7765 members 
Mstep: Class 19 contains 10579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083720.000000 Penalty: 34534.289062
Iteration 76Q: 17 clusters Score -2.908372e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 2858 members 
Mstep: Class 4 contains 7342 members 
Mstep: Class 5 contains 43050 members 
Mstep: Class 6 contains 183847 members 
Mstep: Class 7 contains 1900 members 
Mstep: Class 8 contains 42848 members 
Mstep: Class 9 contains 12794 members 
Mstep: Class 10 contains 7199 members 
Mstep: Class 11 contains 4514 members 
Mstep: Class 14 contains 9897 members 
Mstep: Class 15 contains 196452 members 
Mstep: Class 16 contains 22107 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 7767 members 
Mstep: Class 19 contains 10551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083722.000000 Penalty: 34534.289062
Iteration 77Q: 17 clusters Score -2.908372e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 2822 members 
Mstep: Class 4 contains 7355 members 
Mstep: Class 5 contains 43020 members 
Mstep: Class 6 contains 184115 members 
Mstep: Class 7 contains 1868 members 
Mstep: Class 8 contains 42840 members 
Mstep: Class 9 contains 12786 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 4509 members 
Mstep: Class 14 contains 9895 members 
Mstep: Class 15 contains 196298 members 
Mstep: Class 16 contains 22103 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 18 contains 7766 members 
Mstep: Class 19 contains 10510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083770.000000 Penalty: 34534.289062
Iteration 78Q: 17 clusters Score -2.908377e+07 nChanged 473
Entering ConstructFrom: 
Score: -29083770.000000 Penalty: 34534.289062
Entering ConstructFrom: 
Trying to split cluster 1 (31334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Entering Unmasked Estep 
Score: -1664047.000000 Penalty: 1682.274536
	Iteration 0F: 2 clusters Score -1664047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -1643041.250000 Penalty: 3364.549072
	Iteration 0F: 3 clusters Score -1643041 nChanged 14404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -1651116.375000 Penalty: 3364.549072
	Iteration 1F: 3 clusters Score -1651116 nChanged 1470
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -1651684 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -1652240 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -1652883.875000 Penalty: 3364.549072
	Iteration 4Q: 3 clusters Score -1652884 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1653618 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1654556 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -1655714 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -1656965.125000 Penalty: 3364.549072
	Iteration 8F: 3 clusters Score -1656965 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -1657891 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -1658387.500000 Penalty: 3364.549072
	Iteration 10Q: 3 clusters Score -1658388 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1658658 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -1658832.375000 Penalty: 3364.549072
	Iteration 12Q: 3 clusters Score -1658832 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1658990 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1659122 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -1659244.500000 Penalty: 3364.549072
	Iteration 15Q: 3 clusters Score -1659244 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1659351 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1659446 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -1659534.000000 Penalty: 3364.549072
	Iteration 18Q: 3 clusters Score -1659534 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -1659615.875000 Penalty: 3364.549072
	Iteration 19Q: 3 clusters Score -1659616 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -1659681.625000 Penalty: 3364.549072
	Iteration 20F: 3 clusters Score -1659682 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -1659759.750000 Penalty: 3364.549072
	Iteration 21Q: 3 clusters Score -1659760 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -1659813.625000 Penalty: 3364.549072
	Iteration 22Q: 3 clusters Score -1659814 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1659870 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -1659914.125000 Penalty: 3364.549072
	Iteration 24Q: 3 clusters Score -1659914 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -1659956.875000 Penalty: 3364.549072
	Iteration 25Q: 3 clusters Score -1659957 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -1660021.875000 Penalty: 3364.549072
	Iteration 26Q: 3 clusters Score -1660022 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1660083 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1660147 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1660203 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1660268 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1660313 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1660365 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -1660425.875000 Penalty: 3364.549072
	Iteration 33Q: 3 clusters Score -1660426 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1660482 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1660533 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1660583 nChanged 287
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1660658 nChanged 299
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1660735 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -1660796.000000 Penalty: 3364.549072
	Iteration 39Q: 3 clusters Score -1660796 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -1660857.750000 Penalty: 3364.549072
	Iteration 40F: 3 clusters Score -1660858 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1660949 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -1661048.250000 Penalty: 3364.549072
	Iteration 42Q: 3 clusters Score -1661048 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1661148 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1661231 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -1661333.750000 Penalty: 3364.549072
	Iteration 45Q: 3 clusters Score -1661334 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1661436 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -1661519.875000 Penalty: 3364.549072
	Iteration 47Q: 3 clusters Score -1661520 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1661586 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -1661667.750000 Penalty: 3364.549072
	Iteration 49Q: 3 clusters Score -1661668 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1661746 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -1661800.000000 Penalty: 3364.549072
	Iteration 51Q: 3 clusters Score -1661800 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1661872 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -1661938.375000 Penalty: 3364.549072
	Iteration 53Q: 3 clusters Score -1661938 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -1662011.875000 Penalty: 3364.549072
	Iteration 54Q: 3 clusters Score -1662012 nChanged 176
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -1662057.250000 Penalty: 3364.549072
	Iteration 55Q: 3 clusters Score -1662057 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -1662113.500000 Penalty: 3364.549072
	Iteration 56Q: 3 clusters Score -1662114 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -1662162.875000 Penalty: 3364.549072
	Iteration 57Q: 3 clusters Score -1662163 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -1662201.750000 Penalty: 3364.549072
	Iteration 58Q: 3 clusters Score -1662202 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -1662239.500000 Penalty: 3364.549072
	Iteration 59Q: 3 clusters Score -1662240 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -1662264.000000 Penalty: 3364.549072
	Iteration 60F: 3 clusters Score -1662264 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -1662291.250000 Penalty: 3364.549072
	Iteration 61Q: 3 clusters Score -1662291 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -1662325.750000 Penalty: 3364.549072
	Iteration 62Q: 3 clusters Score -1662326 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -1662358.625000 Penalty: 3364.549072
	Iteration 63Q: 3 clusters Score -1662359 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -1662379.375000 Penalty: 3364.549072
	Iteration 64Q: 3 clusters Score -1662379 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -1662400.625000 Penalty: 3364.549072
	Iteration 65Q: 3 clusters Score -1662401 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -1662422.250000 Penalty: 3364.549072
	Iteration 66Q: 3 clusters Score -1662422 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -1662437.750000 Penalty: 3364.549072
	Iteration 67Q: 3 clusters Score -1662438 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -1662463.000000 Penalty: 3364.549072
	Iteration 68Q: 3 clusters Score -1662463 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -1662478.250000 Penalty: 3364.549072
	Iteration 69Q: 3 clusters Score -1662478 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -1662490.750000 Penalty: 3364.549072
	Iteration 70Q: 3 clusters Score -1662491 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -1662499.750000 Penalty: 3364.549072
	Iteration 71Q: 3 clusters Score -1662500 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -1662507.625000 Penalty: 3364.549072
	Iteration 72Q: 3 clusters Score -1662508 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -1662515.375000 Penalty: 3364.549072
	Iteration 73Q: 3 clusters Score -1662515 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -1662526.625000 Penalty: 3364.549072
	Iteration 74Q: 3 clusters Score -1662527 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -1662530.000000 Penalty: 3364.549072
	Iteration 75Q: 3 clusters Score -1662530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -1662535.875000 Penalty: 3364.549072
	Iteration 76Q: 3 clusters Score -1662536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -1662543.625000 Penalty: 3364.549072
	Iteration 77Q: 3 clusters Score -1662544 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -1662552.750000 Penalty: 3364.549072
	Iteration 78Q: 3 clusters Score -1662553 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -1662566.250000 Penalty: 3364.549072
	Iteration 79Q: 3 clusters Score -1662566 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -1662581.750000 Penalty: 3364.549072
	Iteration 80F: 3 clusters Score -1662582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -1662587.750000 Penalty: 3364.549072
	Iteration 81Q: 3 clusters Score -1662588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -1662591.625000 Penalty: 3364.549072
	Iteration 82Q: 3 clusters Score -1662592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -1662595.875000 Penalty: 3364.549072
	Iteration 83Q: 3 clusters Score -1662596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -1662607.500000 Penalty: 3364.549072
	Iteration 84Q: 3 clusters Score -1662608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -1662615.625000 Penalty: 3364.549072
	Iteration 85Q: 3 clusters Score -1662616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -1662621.625000 Penalty: 3364.549072
	Iteration 86Q: 3 clusters Score -1662622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -1662627.250000 Penalty: 3364.549072
	Iteration 87Q: 3 clusters Score -1662627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -1662632.875000 Penalty: 3364.549072
	Iteration 88Q: 3 clusters Score -1662633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -1662639.625000 Penalty: 3364.549072
	Iteration 89Q: 3 clusters Score -1662640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -1662640.875000 Penalty: 3364.549072
	Iteration 90Q: 3 clusters Score -1662641 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -1662644.875000 Penalty: 3364.549072
	Iteration 91Q: 3 clusters Score -1662645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -1662651.125000 Penalty: 3364.549072
	Iteration 92Q: 3 clusters Score -1662651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -1662658.000000 Penalty: 3364.549072
	Iteration 93Q: 3 clusters Score -1662658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -1662660.500000 Penalty: 3364.549072
	Iteration 94Q: 3 clusters Score -1662660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -1662659.000000 Penalty: 3364.549072
	Iteration 95Q: 3 clusters Score -1662659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -1662659.375000 Penalty: 3364.549072
	Iteration 96Q: 3 clusters Score -1662659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -1662665.500000 Penalty: 3364.549072
	Iteration 97Q: 3 clusters Score -1662666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -1662668.750000 Penalty: 3364.549072
	Iteration 98Q: 3 clusters Score -1662669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -1662669.625000 Penalty: 3364.549072
	Iteration 99Q: 3 clusters Score -1662670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -1662668.750000 Penalty: 3364.549072
	Iteration 100F: 3 clusters Score -1662669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -1662667.125000 Penalty: 3364.549072
	Iteration 101Q: 3 clusters Score -1662667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -1662665.875000 Penalty: 3364.549072
	Iteration 102Q: 3 clusters Score -1662666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -1662667.625000 Penalty: 3364.549072
	Iteration 103Q: 3 clusters Score -1662668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -1662667.500000 Penalty: 3364.549072
	Iteration 104Q: 3 clusters Score -1662668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -1662667.000000 Penalty: 3364.549072
	Iteration 105Q: 3 clusters Score -1662667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -1662669.000000 Penalty: 3364.549072
	Iteration 106Q: 3 clusters Score -1662669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -1662669.500000 Penalty: 3364.549072
	Iteration 107Q: 3 clusters Score -1662670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -1662671.000000 Penalty: 3364.549072
	Iteration 108Q: 3 clusters Score -1662671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -1662672.500000 Penalty: 3364.549072
	Iteration 109Q: 3 clusters Score -1662672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -1662673.000000 Penalty: 3364.549072
	Iteration 110Q: 3 clusters Score -1662673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -1662673.000000 Penalty: 3364.549072
	Iteration 111F: 3 clusters Score -1662673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Entering Unmasked Estep 
Score: -153814.656250 Penalty: 1289.474731
	Iteration 0F: 2 clusters Score -153814.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -151252.671875 Penalty: 2578.949463
	Iteration 0F: 3 clusters Score -151252.7 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -151822.687500 Penalty: 2578.949463
	Iteration 1F: 3 clusters Score -151822.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -151934.296875 Penalty: 2578.949463
	Iteration 2F: 3 clusters Score -151934.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -151999.062500 Penalty: 2578.949463
	Iteration 3Q: 3 clusters Score -151999.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -152041.312500 Penalty: 2578.949463
	Iteration 4Q: 3 clusters Score -152041.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -152072.906250 Penalty: 2578.949463
	Iteration 5Q: 3 clusters Score -152072.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -152091.796875 Penalty: 2578.949463
	Iteration 6Q: 3 clusters Score -152091.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -152105.828125 Penalty: 2578.949463
	Iteration 7Q: 3 clusters Score -152105.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -152113.859375 Penalty: 2578.949463
	Iteration 8Q: 3 clusters Score -152113.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -152120.812500 Penalty: 2578.949463
	Iteration 9Q: 3 clusters Score -152120.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -152125.093750 Penalty: 2578.949463
	Iteration 10Q: 3 clusters Score -152125.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -152130.531250 Penalty: 2578.949463
	Iteration 11Q: 3 clusters Score -152130.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -152134.187500 Penalty: 2578.949463
	Iteration 12Q: 3 clusters Score -152134.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -152139.437500 Penalty: 2578.949463
	Iteration 13Q: 3 clusters Score -152139.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -152144.406250 Penalty: 2578.949463
	Iteration 14Q: 3 clusters Score -152144.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -152147.593750 Penalty: 2578.949463
	Iteration 15Q: 3 clusters Score -152147.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -152151.437500 Penalty: 2578.949463
	Iteration 16Q: 3 clusters Score -152151.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -152154.250000 Penalty: 2578.949463
	Iteration 17Q: 3 clusters Score -152154.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -152156.046875 Penalty: 2578.949463
	Iteration 18Q: 3 clusters Score -152156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -152158.437500 Penalty: 2578.949463
	Iteration 19Q: 3 clusters Score -152158.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -152160.234375 Penalty: 2578.949463
	Iteration 20F: 3 clusters Score -152160.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -152161.703125 Penalty: 2578.949463
	Iteration 21Q: 3 clusters Score -152161.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -152163.968750 Penalty: 2578.949463
	Iteration 22Q: 3 clusters Score -152164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -152167.250000 Penalty: 2578.949463
	Iteration 23Q: 3 clusters Score -152167.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -152171.515625 Penalty: 2578.949463
	Iteration 24Q: 3 clusters Score -152171.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -152174.531250 Penalty: 2578.949463
	Iteration 25Q: 3 clusters Score -152174.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -152178.359375 Penalty: 2578.949463
	Iteration 26Q: 3 clusters Score -152178.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -152181.359375 Penalty: 2578.949463
	Iteration 27Q: 3 clusters Score -152181.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -152184.531250 Penalty: 2578.949463
	Iteration 28Q: 3 clusters Score -152184.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -152187.625000 Penalty: 2578.949463
	Iteration 29Q: 3 clusters Score -152187.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -152190.937500 Penalty: 2578.949463
	Iteration 30Q: 3 clusters Score -152190.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -152196.437500 Penalty: 2578.949463
	Iteration 31Q: 3 clusters Score -152196.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -152200.093750 Penalty: 2578.949463
	Iteration 32Q: 3 clusters Score -152200.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -152203.406250 Penalty: 2578.949463
	Iteration 33Q: 3 clusters Score -152203.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -152205.562500 Penalty: 2578.949463
	Iteration 34Q: 3 clusters Score -152205.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -152208.656250 Penalty: 2578.949463
	Iteration 35Q: 3 clusters Score -152208.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -152214.312500 Penalty: 2578.949463
	Iteration 36Q: 3 clusters Score -152214.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -152219.750000 Penalty: 2578.949463
	Iteration 37Q: 3 clusters Score -152219.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -152226.734375 Penalty: 2578.949463
	Iteration 38Q: 3 clusters Score -152226.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -152230.171875 Penalty: 2578.949463
	Iteration 39Q: 3 clusters Score -152230.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -152234.156250 Penalty: 2578.949463
	Iteration 40F: 3 clusters Score -152234.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -152238.234375 Penalty: 2578.949463
	Iteration 41Q: 3 clusters Score -152238.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -152242.515625 Penalty: 2578.949463
	Iteration 42Q: 3 clusters Score -152242.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -152247.171875 Penalty: 2578.949463
	Iteration 43Q: 3 clusters Score -152247.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -152250.468750 Penalty: 2578.949463
	Iteration 44Q: 3 clusters Score -152250.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -152253.171875 Penalty: 2578.949463
	Iteration 45Q: 3 clusters Score -152253.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -152254.843750 Penalty: 2578.949463
	Iteration 46Q: 3 clusters Score -152254.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -152256.906250 Penalty: 2578.949463
	Iteration 47Q: 3 clusters Score -152256.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -152260.906250 Penalty: 2578.949463
	Iteration 48Q: 3 clusters Score -152260.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -152263.578125 Penalty: 2578.949463
	Iteration 49Q: 3 clusters Score -152263.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -152268.343750 Penalty: 2578.949463
	Iteration 50Q: 3 clusters Score -152268.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -152272.890625 Penalty: 2578.949463
	Iteration 51Q: 3 clusters Score -152272.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -152277.687500 Penalty: 2578.949463
	Iteration 52Q: 3 clusters Score -152277.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -152281.375000 Penalty: 2578.949463
	Iteration 53Q: 3 clusters Score -152281.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -152283.687500 Penalty: 2578.949463
	Iteration 54Q: 3 clusters Score -152283.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -152291.109375 Penalty: 2578.949463
	Iteration 55Q: 3 clusters Score -152291.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -152298.359375 Penalty: 2578.949463
	Iteration 56Q: 3 clusters Score -152298.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -152307.140625 Penalty: 2578.949463
	Iteration 57Q: 3 clusters Score -152307.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -152313.468750 Penalty: 2578.949463
	Iteration 58Q: 3 clusters Score -152313.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -152319.328125 Penalty: 2578.949463
	Iteration 59Q: 3 clusters Score -152319.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -152326.750000 Penalty: 2578.949463
	Iteration 60F: 3 clusters Score -152326.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -152332.359375 Penalty: 2578.949463
	Iteration 61Q: 3 clusters Score -152332.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -152336.171875 Penalty: 2578.949463
	Iteration 62Q: 3 clusters Score -152336.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -152339.281250 Penalty: 2578.949463
	Iteration 63Q: 3 clusters Score -152339.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -152342.468750 Penalty: 2578.949463
	Iteration 64Q: 3 clusters Score -152342.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -152345.984375 Penalty: 2578.949463
	Iteration 65Q: 3 clusters Score -152346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -152349.734375 Penalty: 2578.949463
	Iteration 66Q: 3 clusters Score -152349.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -152350.875000 Penalty: 2578.949463
	Iteration 67Q: 3 clusters Score -152350.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -152352.187500 Penalty: 2578.949463
	Iteration 68Q: 3 clusters Score -152352.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -152353.484375 Penalty: 2578.949463
	Iteration 69Q: 3 clusters Score -152353.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -152354.000000 Penalty: 2578.949463
	Iteration 70Q: 3 clusters Score -152354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -152354.156250 Penalty: 2578.949463
	Iteration 71Q: 3 clusters Score -152354.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -152354.156250 Penalty: 2578.949463
	Iteration 72F: 3 clusters Score -152354.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Entering Unmasked Estep 
Score: -393633.843750 Penalty: 1446.869995
	Iteration 0F: 2 clusters Score -393633.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -388193.000000 Penalty: 2893.739990
	Iteration 0F: 3 clusters Score -388193 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -389841.125000 Penalty: 2893.739990
	Iteration 1F: 3 clusters Score -389841.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -390074.812500 Penalty: 2893.739990
	Iteration 2F: 3 clusters Score -390074.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -390291.687500 Penalty: 2893.739990
	Iteration 3F: 3 clusters Score -390291.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -390513.437500 Penalty: 2893.739990
	Iteration 4F: 3 clusters Score -390513.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -390755.937500 Penalty: 2893.739990
	Iteration 5F: 3 clusters Score -390755.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -391026.125000 Penalty: 2893.739990
	Iteration 6F: 3 clusters Score -391026.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -391342.718750 Penalty: 2893.739990
	Iteration 7F: 3 clusters Score -391342.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -391648.812500 Penalty: 2893.739990
	Iteration 8Q: 3 clusters Score -391648.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -391908.000000 Penalty: 2893.739990
	Iteration 9Q: 3 clusters Score -391908 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -392085.031250 Penalty: 2893.739990
	Iteration 10Q: 3 clusters Score -392085 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -392204.125000 Penalty: 2893.739990
	Iteration 11Q: 3 clusters Score -392204.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -392303.343750 Penalty: 2893.739990
	Iteration 12Q: 3 clusters Score -392303.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -392365.875000 Penalty: 2893.739990
	Iteration 13Q: 3 clusters Score -392365.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -392395.812500 Penalty: 2893.739990
	Iteration 14Q: 3 clusters Score -392395.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -392414.187500 Penalty: 2893.739990
	Iteration 15Q: 3 clusters Score -392414.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -392437.187500 Penalty: 2893.739990
	Iteration 16Q: 3 clusters Score -392437.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -392460.593750 Penalty: 2893.739990
	Iteration 17Q: 3 clusters Score -392460.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -392467.781250 Penalty: 2893.739990
	Iteration 18Q: 3 clusters Score -392467.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -392472.125000 Penalty: 2893.739990
	Iteration 19Q: 3 clusters Score -392472.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -392474.156250 Penalty: 2893.739990
	Iteration 20F: 3 clusters Score -392474.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -392475.375000 Penalty: 2893.739990
	Iteration 21Q: 3 clusters Score -392475.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -392477.125000 Penalty: 2893.739990
	Iteration 22Q: 3 clusters Score -392477.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -392478.625000 Penalty: 2893.739990
	Iteration 23Q: 3 clusters Score -392478.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -392480.562500 Penalty: 2893.739990
	Iteration 24Q: 3 clusters Score -392480.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -392481.718750 Penalty: 2893.739990
	Iteration 25Q: 3 clusters Score -392481.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -392481.718750 Penalty: 2893.739990
	Iteration 26F: 3 clusters Score -392481.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Entering Unmasked Estep 
Score: -2168023.250000 Penalty: 1733.682495
	Iteration 0F: 2 clusters Score -2168023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -2139226.750000 Penalty: 3467.364990
	Iteration 0F: 3 clusters Score -2139227 nChanged 20091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -2150953.500000 Penalty: 3467.364990
	Iteration 1F: 3 clusters Score -2150954 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -2152054.750000 Penalty: 3467.364990
	Iteration 2F: 3 clusters Score -2152055 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -2153530.000000 Penalty: 3467.364990
	Iteration 3F: 3 clusters Score -2153530 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2155607.000000 Penalty: 3467.364990
	Iteration 4F: 3 clusters Score -2155607 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2158238.750000 Penalty: 3467.364990
	Iteration 5F: 3 clusters Score -2158239 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2160911.000000 Penalty: 3467.364990
	Iteration 6F: 3 clusters Score -2160911 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -2163138.000000 Penalty: 3467.364990
	Iteration 7F: 3 clusters Score -2163138 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -2164635.500000 Penalty: 3467.364990
	Iteration 8Q: 3 clusters Score -2164636 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2165579.500000 Penalty: 3467.364990
	Iteration 9Q: 3 clusters Score -2165580 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -2166176.500000 Penalty: 3467.364990
	Iteration 10Q: 3 clusters Score -2166176 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2166581.000000 Penalty: 3467.364990
	Iteration 11Q: 3 clusters Score -2166581 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2166817.000000 Penalty: 3467.364990
	Iteration 12Q: 3 clusters Score -2166817 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2166948.000000 Penalty: 3467.364990
	Iteration 13Q: 3 clusters Score -2166948 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2167035.500000 Penalty: 3467.364990
	Iteration 14Q: 3 clusters Score -2167036 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2167079.500000 Penalty: 3467.364990
	Iteration 15Q: 3 clusters Score -2167080 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2167101.250000 Penalty: 3467.364990
	Iteration 16Q: 3 clusters Score -2167101 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2167122.750000 Penalty: 3467.364990
	Iteration 17Q: 3 clusters Score -2167123 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2167125.000000 Penalty: 3467.364990
	Iteration 18Q: 3 clusters Score -2167125 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41320 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2167143.500000 Penalty: 3467.364990
	Iteration 19Q: 3 clusters Score -2167144 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2167150.750000 Penalty: 3467.364990
	Iteration 20F: 3 clusters Score -2167151 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2167155.250000 Penalty: 3467.364990
	Iteration 21Q: 3 clusters Score -2167155 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2167161.000000 Penalty: 3467.364990
	Iteration 22Q: 3 clusters Score -2167161 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2167171.000000 Penalty: 3467.364990
	Iteration 23Q: 3 clusters Score -2167171 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2167167.250000 Penalty: 3467.364990
	Iteration 24Q: 3 clusters Score -2167167 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2167173.250000 Penalty: 3467.364990
	Iteration 25Q: 3 clusters Score -2167173 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41530 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2167177.750000 Penalty: 3467.364990
	Iteration 26Q: 3 clusters Score -2167178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2167179.250000 Penalty: 3467.364990
	Iteration 27Q: 3 clusters Score -2167179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2167181.000000 Penalty: 3467.364990
	Iteration 28Q: 3 clusters Score -2167181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2167189.500000 Penalty: 3467.364990
	Iteration 29Q: 3 clusters Score -2167190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2167192.000000 Penalty: 3467.364990
	Iteration 30Q: 3 clusters Score -2167192 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2167196.250000 Penalty: 3467.364990
	Iteration 31Q: 3 clusters Score -2167196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2167201.000000 Penalty: 3467.364990
	Iteration 32Q: 3 clusters Score -2167201 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2167203.000000 Penalty: 3467.364990
	Iteration 33Q: 3 clusters Score -2167203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2167205.250000 Penalty: 3467.364990
	Iteration 34Q: 3 clusters Score -2167205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2167206.000000 Penalty: 3467.364990
	Iteration 35Q: 3 clusters Score -2167206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2167213.000000 Penalty: 3467.364990
	Iteration 36Q: 3 clusters Score -2167213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2167218.000000 Penalty: 3467.364990
	Iteration 37Q: 3 clusters Score -2167218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2167221.000000 Penalty: 3467.364990
	Iteration 38Q: 3 clusters Score -2167221 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2167224.250000 Penalty: 3467.364990
	Iteration 39Q: 3 clusters Score -2167224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2167226.750000 Penalty: 3467.364990
	Iteration 40F: 3 clusters Score -2167227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2167228.500000 Penalty: 3467.364990
	Iteration 41Q: 3 clusters Score -2167228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2167229.000000 Penalty: 3467.364990
	Iteration 42Q: 3 clusters Score -2167229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41792 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2167231.750000 Penalty: 3467.364990
	Iteration 43Q: 3 clusters Score -2167232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2167230.750000 Penalty: 3467.364990
	Iteration 44Q: 3 clusters Score -2167231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41808 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2167231.000000 Penalty: 3467.364990
	Iteration 45Q: 3 clusters Score -2167231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41815 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2167233.500000 Penalty: 3467.364990
	Iteration 46Q: 3 clusters Score -2167234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2167234.000000 Penalty: 3467.364990
	Iteration 47Q: 3 clusters Score -2167234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2167237.000000 Penalty: 3467.364990
	Iteration 48Q: 3 clusters Score -2167237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2167236.250000 Penalty: 3467.364990
	Iteration 49Q: 3 clusters Score -2167236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2167236.250000 Penalty: 3467.364990
	Iteration 50F: 3 clusters Score -2167236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (184338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184338 members 
Entering Unmasked Estep 
Score: -9686188.000000 Penalty: 1970.235474
	Iteration 0F: 2 clusters Score -9686188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92151 members 
Mstep: Class 2 contains 92187 members 
Entering Unmasked Estep 
Score: -9562636.000000 Penalty: 3940.470947
	Iteration 0F: 3 clusters Score -9562636 nChanged 89102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91419 members 
Mstep: Class 2 contains 92919 members 
Entering Unmasked Estep 
Score: -9614482.000000 Penalty: 3940.470947
	Iteration 1F: 3 clusters Score -9614482 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90546 members 
Mstep: Class 2 contains 93792 members 
Entering Unmasked Estep 
Score: -9615471.000000 Penalty: 3940.470947
	Iteration 2Q: 3 clusters Score -9615471 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89147 members 
Mstep: Class 2 contains 95191 members 
Entering Unmasked Estep 
Score: -9616731.000000 Penalty: 3940.470947
	Iteration 3Q: 3 clusters Score -9616731 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86783 members 
Mstep: Class 2 contains 97555 members 
Entering Unmasked Estep 
Score: -9618588.000000 Penalty: 3940.470947
	Iteration 4Q: 3 clusters Score -9618588 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82999 members 
Mstep: Class 2 contains 101339 members 
Entering Unmasked Estep 
Score: -9621102.000000 Penalty: 3940.470947
	Iteration 5Q: 3 clusters Score -9621102 nChanged 8583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77496 members 
Mstep: Class 2 contains 106842 members 
Entering Unmasked Estep 
Score: -9624496.000000 Penalty: 3940.470947
	Iteration 6Q: 3 clusters Score -9624496 nChanged 10072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69854 members 
Mstep: Class 2 contains 114484 members 
Entering Unmasked Estep 
Score: -9628970.000000 Penalty: 3940.470947
	Iteration 7F: 3 clusters Score -9628970 nChanged 11321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59913 members 
Mstep: Class 2 contains 124425 members 
Entering Unmasked Estep 
Score: -9635118.000000 Penalty: 3940.470947
	Iteration 8F: 3 clusters Score -9635118 nChanged 12709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 136576 members 
Entering Unmasked Estep 
Score: -9643648.000000 Penalty: 3940.470947
	Iteration 9F: 3 clusters Score -9643648 nChanged 13655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 150097 members 
Entering Unmasked Estep 
Score: -9654196.000000 Penalty: 3940.470947
	Iteration 10F: 3 clusters Score -9654196 nChanged 12711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 162792 members 
Entering Unmasked Estep 
Score: -9664976.000000 Penalty: 3940.470947
	Iteration 11F: 3 clusters Score -9664976 nChanged 9818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 172610 members 
Entering Unmasked Estep 
Score: -9673905.000000 Penalty: 3940.470947
	Iteration 12F: 3 clusters Score -9673905 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 178827 members 
Entering Unmasked Estep 
Score: -9679583.000000 Penalty: 3940.470947
	Iteration 13Q: 3 clusters Score -9679583 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 182020 members 
Entering Unmasked Estep 
Score: -9682411.000000 Penalty: 3940.470947
	Iteration 14Q: 3 clusters Score -9682411 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 183410 members 
Entering Unmasked Estep 
Score: -9683637.000000 Penalty: 3940.470947
	Iteration 15Q: 3 clusters Score -9683637 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 183911 members 
Entering Unmasked Estep 
Score: -9684085.000000 Penalty: 3940.470947
	Iteration 16Q: 3 clusters Score -9684085 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 184062 members 
Entering Unmasked Estep 
Score: -9684242.000000 Penalty: 3940.470947
	Iteration 17Q: 3 clusters Score -9684242 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 184120 members 
Entering Unmasked Estep 
Score: -9684328.000000 Penalty: 3940.470947
	Iteration 18Q: 3 clusters Score -9684328 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 184137 members 
Entering Unmasked Estep 
Score: -9684370.000000 Penalty: 3940.470947
	Iteration 19Q: 3 clusters Score -9684370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 184140 members 
Entering Unmasked Estep 
Score: -9684381.000000 Penalty: 3940.470947
	Iteration 20F: 3 clusters Score -9684381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 184144 members 
Entering Unmasked Estep 
Score: -9684391.000000 Penalty: 3940.470947
	Iteration 21Q: 3 clusters Score -9684391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 184146 members 
Entering Unmasked Estep 
Score: -9684409.000000 Penalty: 3940.470947
	Iteration 22Q: 3 clusters Score -9684409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 184147 members 
Entering Unmasked Estep 
Score: -9684423.000000 Penalty: 3940.470947
	Iteration 23Q: 3 clusters Score -9684423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 184146 members 
Entering Unmasked Estep 
Score: -9684429.000000 Penalty: 3940.470947
	Iteration 24Q: 3 clusters Score -9684429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 184147 members 
Entering Unmasked Estep 
Score: -9684433.000000 Penalty: 3940.470947
	Iteration 25Q: 3 clusters Score -9684433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 184149 members 
Entering Unmasked Estep 
Score: -9684439.000000 Penalty: 3940.470947
	Iteration 26Q: 3 clusters Score -9684439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 184153 members 
Entering Unmasked Estep 
Score: -9684453.000000 Penalty: 3940.470947
	Iteration 27Q: 3 clusters Score -9684453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 184155 members 
Entering Unmasked Estep 
Score: -9684458.000000 Penalty: 3940.470947
	Iteration 28Q: 3 clusters Score -9684458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 184157 members 
Entering Unmasked Estep 
Score: -9684459.000000 Penalty: 3940.470947
	Iteration 29Q: 3 clusters Score -9684459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 184160 members 
Entering Unmasked Estep 
Score: -9684466.000000 Penalty: 3940.470947
	Iteration 30Q: 3 clusters Score -9684466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 184160 members 
Entering Unmasked Estep 
Score: -9684466.000000 Penalty: 3940.470947
	Iteration 31F: 3 clusters Score -9684466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Entering Unmasked Estep 
Score: -98336.539062 Penalty: 1222.214111
	Iteration 0F: 2 clusters Score -98336.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -96321.210938 Penalty: 2444.428223
	Iteration 0F: 3 clusters Score -96321.21 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -96736.585938 Penalty: 2444.428223
	Iteration 1F: 3 clusters Score -96736.59 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -96849.468750 Penalty: 2444.428223
	Iteration 2F: 3 clusters Score -96849.47 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -96900.640625 Penalty: 2444.428223
	Iteration 3Q: 3 clusters Score -96900.64 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -96926.304688 Penalty: 2444.428223
	Iteration 4Q: 3 clusters Score -96926.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -96945.078125 Penalty: 2444.428223
	Iteration 5Q: 3 clusters Score -96945.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -96954.929688 Penalty: 2444.428223
	Iteration 6Q: 3 clusters Score -96954.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -96973.640625 Penalty: 2444.428223
	Iteration 7Q: 3 clusters Score -96973.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -96984.843750 Penalty: 2444.428223
	Iteration 8Q: 3 clusters Score -96984.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -96991.742188 Penalty: 2444.428223
	Iteration 9Q: 3 clusters Score -96991.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -96997.265625 Penalty: 2444.428223
	Iteration 10Q: 3 clusters Score -96997.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -97001.210938 Penalty: 2444.428223
	Iteration 11Q: 3 clusters Score -97001.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -97002.859375 Penalty: 2444.428223
	Iteration 12Q: 3 clusters Score -97002.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -97006.007812 Penalty: 2444.428223
	Iteration 13Q: 3 clusters Score -97006.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -97008.156250 Penalty: 2444.428223
	Iteration 14Q: 3 clusters Score -97008.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -97012.406250 Penalty: 2444.428223
	Iteration 15Q: 3 clusters Score -97012.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -97013.828125 Penalty: 2444.428223
	Iteration 16Q: 3 clusters Score -97013.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -97014.101562 Penalty: 2444.428223
	Iteration 17Q: 3 clusters Score -97014.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -97014.242188 Penalty: 2444.428223
	Iteration 18Q: 3 clusters Score -97014.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -97014.242188 Penalty: 2444.428223
	Iteration 19F: 3 clusters Score -97014.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Entering Unmasked Estep 
Score: -2215029.750000 Penalty: 1733.050049
	Iteration 0F: 2 clusters Score -2215030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -2186313.250000 Penalty: 3466.100098
	Iteration 0F: 3 clusters Score -2186313 nChanged 20122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -2197393.500000 Penalty: 3466.100098
	Iteration 1F: 3 clusters Score -2197394 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -2197743.000000 Penalty: 3466.100098
	Iteration 2Q: 3 clusters Score -2197743 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -2198087.000000 Penalty: 3466.100098
	Iteration 3Q: 3 clusters Score -2198087 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -2198479.000000 Penalty: 3466.100098
	Iteration 4Q: 3 clusters Score -2198479 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -2198977.250000 Penalty: 3466.100098
	Iteration 5Q: 3 clusters Score -2198977 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -2199624.750000 Penalty: 3466.100098
	Iteration 6Q: 3 clusters Score -2199625 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2200541.000000 Penalty: 3466.100098
	Iteration 7Q: 3 clusters Score -2200541 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2201882.000000 Penalty: 3466.100098
	Iteration 8F: 3 clusters Score -2201882 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2203760.250000 Penalty: 3466.100098
	Iteration 9F: 3 clusters Score -2203760 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -2205852.000000 Penalty: 3466.100098
	Iteration 10F: 3 clusters Score -2205852 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2207922.750000 Penalty: 3466.100098
	Iteration 11F: 3 clusters Score -2207923 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2209568.500000 Penalty: 3466.100098
	Iteration 12Q: 3 clusters Score -2209568 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -2210662.250000 Penalty: 3466.100098
	Iteration 13Q: 3 clusters Score -2210662 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -2211298.000000 Penalty: 3466.100098
	Iteration 14Q: 3 clusters Score -2211298 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -2211739.750000 Penalty: 3466.100098
	Iteration 15Q: 3 clusters Score -2211740 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -2212097.750000 Penalty: 3466.100098
	Iteration 16Q: 3 clusters Score -2212098 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -2212372.750000 Penalty: 3466.100098
	Iteration 17Q: 3 clusters Score -2212373 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -2212618.500000 Penalty: 3466.100098
	Iteration 18Q: 3 clusters Score -2212618 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -2212823.000000 Penalty: 3466.100098
	Iteration 19Q: 3 clusters Score -2212823 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2212978.750000 Penalty: 3466.100098
	Iteration 20F: 3 clusters Score -2212979 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39881 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2213120.500000 Penalty: 3466.100098
	Iteration 21Q: 3 clusters Score -2213120 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2213229.750000 Penalty: 3466.100098
	Iteration 22Q: 3 clusters Score -2213230 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2213321.500000 Penalty: 3466.100098
	Iteration 23Q: 3 clusters Score -2213322 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2213405.500000 Penalty: 3466.100098
	Iteration 24Q: 3 clusters Score -2213406 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2213476.000000 Penalty: 3466.100098
	Iteration 25Q: 3 clusters Score -2213476 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2213555.250000 Penalty: 3466.100098
	Iteration 26Q: 3 clusters Score -2213555 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2213622.250000 Penalty: 3466.100098
	Iteration 27Q: 3 clusters Score -2213622 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2213670.000000 Penalty: 3466.100098
	Iteration 28Q: 3 clusters Score -2213670 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2213719.000000 Penalty: 3466.100098
	Iteration 29Q: 3 clusters Score -2213719 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2213758.750000 Penalty: 3466.100098
	Iteration 30Q: 3 clusters Score -2213759 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2213792.250000 Penalty: 3466.100098
	Iteration 31Q: 3 clusters Score -2213792 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2213825.750000 Penalty: 3466.100098
	Iteration 32Q: 3 clusters Score -2213826 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41745 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2213847.500000 Penalty: 3466.100098
	Iteration 33Q: 3 clusters Score -2213848 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41808 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2213874.250000 Penalty: 3466.100098
	Iteration 34Q: 3 clusters Score -2213874 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2213887.500000 Penalty: 3466.100098
	Iteration 35Q: 3 clusters Score -2213888 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2213911.250000 Penalty: 3466.100098
	Iteration 36Q: 3 clusters Score -2213911 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2213924.250000 Penalty: 3466.100098
	Iteration 37Q: 3 clusters Score -2213924 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2213938.000000 Penalty: 3466.100098
	Iteration 38Q: 3 clusters Score -2213938 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2213942.750000 Penalty: 3466.100098
	Iteration 39Q: 3 clusters Score -2213943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2213955.750000 Penalty: 3466.100098
	Iteration 40F: 3 clusters Score -2213956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2213958.500000 Penalty: 3466.100098
	Iteration 41Q: 3 clusters Score -2213958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2213955.250000 Penalty: 3466.100098
	Iteration 42Q: 3 clusters Score -2213955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2213957.000000 Penalty: 3466.100098
	Iteration 43Q: 3 clusters Score -2213957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2213960.500000 Penalty: 3466.100098
	Iteration 44Q: 3 clusters Score -2213960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2213964.750000 Penalty: 3466.100098
	Iteration 45Q: 3 clusters Score -2213965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2213969.250000 Penalty: 3466.100098
	Iteration 46Q: 3 clusters Score -2213969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2213970.750000 Penalty: 3466.100098
	Iteration 47Q: 3 clusters Score -2213971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2213970.750000 Penalty: 3466.100098
	Iteration 48F: 3 clusters Score -2213971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Entering Unmasked Estep 
Score: -630287.125000 Penalty: 1536.553711
	Iteration 0F: 2 clusters Score -630287.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -621268.750000 Penalty: 3073.107422
	Iteration 0F: 3 clusters Score -621268.8 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -624291.125000 Penalty: 3073.107422
	Iteration 1F: 3 clusters Score -624291.1 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -624689.812500 Penalty: 3073.107422
	Iteration 2F: 3 clusters Score -624689.8 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -625090.812500 Penalty: 3073.107422
	Iteration 3F: 3 clusters Score -625090.8 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -625550.562500 Penalty: 3073.107422
	Iteration 4F: 3 clusters Score -625550.6 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -626018.500000 Penalty: 3073.107422
	Iteration 5F: 3 clusters Score -626018.5 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -626489.437500 Penalty: 3073.107422
	Iteration 6F: 3 clusters Score -626489.4 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -626880.937500 Penalty: 3073.107422
	Iteration 7F: 3 clusters Score -626880.9 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -627209.187500 Penalty: 3073.107422
	Iteration 8Q: 3 clusters Score -627209.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -627453.375000 Penalty: 3073.107422
	Iteration 9Q: 3 clusters Score -627453.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -627632.187500 Penalty: 3073.107422
	Iteration 10Q: 3 clusters Score -627632.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -627782.812500 Penalty: 3073.107422
	Iteration 11Q: 3 clusters Score -627782.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -627899.000000 Penalty: 3073.107422
	Iteration 12Q: 3 clusters Score -627899 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -627986.437500 Penalty: 3073.107422
	Iteration 13Q: 3 clusters Score -627986.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -628058.187500 Penalty: 3073.107422
	Iteration 14Q: 3 clusters Score -628058.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -628151.000000 Penalty: 3073.107422
	Iteration 15Q: 3 clusters Score -628151 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -628240.812500 Penalty: 3073.107422
	Iteration 16Q: 3 clusters Score -628240.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -628313.187500 Penalty: 3073.107422
	Iteration 17Q: 3 clusters Score -628313.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -628378.375000 Penalty: 3073.107422
	Iteration 18Q: 3 clusters Score -628378.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -628435.687500 Penalty: 3073.107422
	Iteration 19Q: 3 clusters Score -628435.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -628484.187500 Penalty: 3073.107422
	Iteration 20F: 3 clusters Score -628484.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -628525.812500 Penalty: 3073.107422
	Iteration 21Q: 3 clusters Score -628525.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -628558.687500 Penalty: 3073.107422
	Iteration 22Q: 3 clusters Score -628558.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -628587.937500 Penalty: 3073.107422
	Iteration 23Q: 3 clusters Score -628587.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -628619.375000 Penalty: 3073.107422
	Iteration 24Q: 3 clusters Score -628619.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -628655.437500 Penalty: 3073.107422
	Iteration 25Q: 3 clusters Score -628655.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -628680.375000 Penalty: 3073.107422
	Iteration 26Q: 3 clusters Score -628680.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -628703.500000 Penalty: 3073.107422
	Iteration 27Q: 3 clusters Score -628703.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -628719.125000 Penalty: 3073.107422
	Iteration 28Q: 3 clusters Score -628719.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -628739.312500 Penalty: 3073.107422
	Iteration 29Q: 3 clusters Score -628739.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -628753.062500 Penalty: 3073.107422
	Iteration 30Q: 3 clusters Score -628753.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -628768.687500 Penalty: 3073.107422
	Iteration 31Q: 3 clusters Score -628768.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -628788.250000 Penalty: 3073.107422
	Iteration 32Q: 3 clusters Score -628788.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -628800.437500 Penalty: 3073.107422
	Iteration 33Q: 3 clusters Score -628800.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -628811.812500 Penalty: 3073.107422
	Iteration 34Q: 3 clusters Score -628811.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -628822.062500 Penalty: 3073.107422
	Iteration 35Q: 3 clusters Score -628822.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -628830.750000 Penalty: 3073.107422
	Iteration 36Q: 3 clusters Score -628830.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -628843.625000 Penalty: 3073.107422
	Iteration 37Q: 3 clusters Score -628843.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -628859.062500 Penalty: 3073.107422
	Iteration 38Q: 3 clusters Score -628859.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -628871.625000 Penalty: 3073.107422
	Iteration 39Q: 3 clusters Score -628871.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -628882.562500 Penalty: 3073.107422
	Iteration 40F: 3 clusters Score -628882.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -628891.875000 Penalty: 3073.107422
	Iteration 41Q: 3 clusters Score -628891.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -628906.250000 Penalty: 3073.107422
	Iteration 42Q: 3 clusters Score -628906.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -628918.375000 Penalty: 3073.107422
	Iteration 43Q: 3 clusters Score -628918.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -628931.312500 Penalty: 3073.107422
	Iteration 44Q: 3 clusters Score -628931.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -628937.875000 Penalty: 3073.107422
	Iteration 45Q: 3 clusters Score -628937.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -628944.312500 Penalty: 3073.107422
	Iteration 46Q: 3 clusters Score -628944.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -628949.250000 Penalty: 3073.107422
	Iteration 47Q: 3 clusters Score -628949.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -628955.500000 Penalty: 3073.107422
	Iteration 48Q: 3 clusters Score -628955.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -628959.187500 Penalty: 3073.107422
	Iteration 49Q: 3 clusters Score -628959.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -628963.750000 Penalty: 3073.107422
	Iteration 50Q: 3 clusters Score -628963.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -628965.312500 Penalty: 3073.107422
	Iteration 51Q: 3 clusters Score -628965.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -628967.000000 Penalty: 3073.107422
	Iteration 52Q: 3 clusters Score -628967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -628968.312500 Penalty: 3073.107422
	Iteration 53Q: 3 clusters Score -628968.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -628971.937500 Penalty: 3073.107422
	Iteration 54Q: 3 clusters Score -628971.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -628972.375000 Penalty: 3073.107422
	Iteration 55Q: 3 clusters Score -628972.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -628974.750000 Penalty: 3073.107422
	Iteration 56Q: 3 clusters Score -628974.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -628978.000000 Penalty: 3073.107422
	Iteration 57Q: 3 clusters Score -628978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -628981.187500 Penalty: 3073.107422
	Iteration 58Q: 3 clusters Score -628981.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -628985.375000 Penalty: 3073.107422
	Iteration 59Q: 3 clusters Score -628985.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -628985.437500 Penalty: 3073.107422
	Iteration 60F: 3 clusters Score -628985.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -628987.687500 Penalty: 3073.107422
	Iteration 61Q: 3 clusters Score -628987.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -628988.250000 Penalty: 3073.107422
	Iteration 62Q: 3 clusters Score -628988.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -628989.562500 Penalty: 3073.107422
	Iteration 63Q: 3 clusters Score -628989.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -628989.000000 Penalty: 3073.107422
	Iteration 64Q: 3 clusters Score -628989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -628992.437500 Penalty: 3073.107422
	Iteration 65Q: 3 clusters Score -628992.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -628995.062500 Penalty: 3073.107422
	Iteration 66Q: 3 clusters Score -628995.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -628994.562500 Penalty: 3073.107422
	Iteration 67Q: 3 clusters Score -628994.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -628995.187500 Penalty: 3073.107422
	Iteration 68Q: 3 clusters Score -628995.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -628997.125000 Penalty: 3073.107422
	Iteration 69Q: 3 clusters Score -628997.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -629001.625000 Penalty: 3073.107422
	Iteration 70Q: 3 clusters Score -629001.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -629004.187500 Penalty: 3073.107422
	Iteration 71Q: 3 clusters Score -629004.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -629006.062500 Penalty: 3073.107422
	Iteration 72Q: 3 clusters Score -629006.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -629005.750000 Penalty: 3073.107422
	Iteration 73Q: 3 clusters Score -629005.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -629005.687500 Penalty: 3073.107422
	Iteration 74Q: 3 clusters Score -629005.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -629006.187500 Penalty: 3073.107422
	Iteration 75Q: 3 clusters Score -629006.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -629007.937500 Penalty: 3073.107422
	Iteration 76Q: 3 clusters Score -629007.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -629009.562500 Penalty: 3073.107422
	Iteration 77Q: 3 clusters Score -629009.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -629010.062500 Penalty: 3073.107422
	Iteration 78Q: 3 clusters Score -629010.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -629010.125000 Penalty: 3073.107422
	Iteration 79Q: 3 clusters Score -629010.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -629010.187500 Penalty: 3073.107422
	Iteration 80F: 3 clusters Score -629010.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -629011.062500 Penalty: 3073.107422
	Iteration 81Q: 3 clusters Score -629011.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -629011.562500 Penalty: 3073.107422
	Iteration 82Q: 3 clusters Score -629011.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -629012.875000 Penalty: 3073.107422
	Iteration 83Q: 3 clusters Score -629012.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -629014.375000 Penalty: 3073.107422
	Iteration 84Q: 3 clusters Score -629014.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -629014.375000 Penalty: 3073.107422
	Iteration 85F: 3 clusters Score -629014.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Entering Unmasked Estep 
Score: -384917.312500 Penalty: 1443.523926
	Iteration 0F: 2 clusters Score -384917.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -379546.593750 Penalty: 2887.047852
	Iteration 0F: 3 clusters Score -379546.6 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -381222.687500 Penalty: 2887.047852
	Iteration 1F: 3 clusters Score -381222.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -381417.468750 Penalty: 2887.047852
	Iteration 2F: 3 clusters Score -381417.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -381536.812500 Penalty: 2887.047852
	Iteration 3Q: 3 clusters Score -381536.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -381630.843750 Penalty: 2887.047852
	Iteration 4Q: 3 clusters Score -381630.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -381717.375000 Penalty: 2887.047852
	Iteration 5Q: 3 clusters Score -381717.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -381795.687500 Penalty: 2887.047852
	Iteration 6Q: 3 clusters Score -381795.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -381871.093750 Penalty: 2887.047852
	Iteration 7Q: 3 clusters Score -381871.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -381956.593750 Penalty: 2887.047852
	Iteration 8Q: 3 clusters Score -381956.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -382052.750000 Penalty: 2887.047852
	Iteration 9Q: 3 clusters Score -382052.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -382197.812500 Penalty: 2887.047852
	Iteration 10Q: 3 clusters Score -382197.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -382395.093750 Penalty: 2887.047852
	Iteration 11Q: 3 clusters Score -382395.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -382597.718750 Penalty: 2887.047852
	Iteration 12Q: 3 clusters Score -382597.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -382795.406250 Penalty: 2887.047852
	Iteration 13Q: 3 clusters Score -382795.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -382972.906250 Penalty: 2887.047852
	Iteration 14Q: 3 clusters Score -382972.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -383127.250000 Penalty: 2887.047852
	Iteration 15Q: 3 clusters Score -383127.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -383251.781250 Penalty: 2887.047852
	Iteration 16Q: 3 clusters Score -383251.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -383365.687500 Penalty: 2887.047852
	Iteration 17Q: 3 clusters Score -383365.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -383450.125000 Penalty: 2887.047852
	Iteration 18Q: 3 clusters Score -383450.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -383507.781250 Penalty: 2887.047852
	Iteration 19Q: 3 clusters Score -383507.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -383545.093750 Penalty: 2887.047852
	Iteration 20F: 3 clusters Score -383545.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -383569.343750 Penalty: 2887.047852
	Iteration 21Q: 3 clusters Score -383569.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -383600.375000 Penalty: 2887.047852
	Iteration 22Q: 3 clusters Score -383600.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -383619.000000 Penalty: 2887.047852
	Iteration 23Q: 3 clusters Score -383619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -383641.437500 Penalty: 2887.047852
	Iteration 24Q: 3 clusters Score -383641.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -383666.687500 Penalty: 2887.047852
	Iteration 25Q: 3 clusters Score -383666.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -383689.625000 Penalty: 2887.047852
	Iteration 26Q: 3 clusters Score -383689.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -383702.000000 Penalty: 2887.047852
	Iteration 27Q: 3 clusters Score -383702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -383708.062500 Penalty: 2887.047852
	Iteration 28Q: 3 clusters Score -383708.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -383711.781250 Penalty: 2887.047852
	Iteration 29Q: 3 clusters Score -383711.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -383713.281250 Penalty: 2887.047852
	Iteration 30Q: 3 clusters Score -383713.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -383713.281250 Penalty: 2887.047852
	Iteration 31F: 3 clusters Score -383713.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Entering Unmasked Estep 
Score: -206500.593750 Penalty: 1367.283447
	Iteration 0F: 2 clusters Score -206500.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -202866.281250 Penalty: 2734.566895
	Iteration 0F: 3 clusters Score -202866.3 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -203880.875000 Penalty: 2734.566895
	Iteration 1F: 3 clusters Score -203880.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -204059.281250 Penalty: 2734.566895
	Iteration 2F: 3 clusters Score -204059.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -204172.421875 Penalty: 2734.566895
	Iteration 3F: 3 clusters Score -204172.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -204265.437500 Penalty: 2734.566895
	Iteration 4Q: 3 clusters Score -204265.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -204334.437500 Penalty: 2734.566895
	Iteration 5Q: 3 clusters Score -204334.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -204393.203125 Penalty: 2734.566895
	Iteration 6Q: 3 clusters Score -204393.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -204461.156250 Penalty: 2734.566895
	Iteration 7Q: 3 clusters Score -204461.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -204534.750000 Penalty: 2734.566895
	Iteration 8Q: 3 clusters Score -204534.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -204603.265625 Penalty: 2734.566895
	Iteration 9Q: 3 clusters Score -204603.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -204688.453125 Penalty: 2734.566895
	Iteration 10Q: 3 clusters Score -204688.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -204816.156250 Penalty: 2734.566895
	Iteration 11Q: 3 clusters Score -204816.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -204966.218750 Penalty: 2734.566895
	Iteration 12Q: 3 clusters Score -204966.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -205070.000000 Penalty: 2734.566895
	Iteration 13Q: 3 clusters Score -205070 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -205145.125000 Penalty: 2734.566895
	Iteration 14Q: 3 clusters Score -205145.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -205216.156250 Penalty: 2734.566895
	Iteration 15Q: 3 clusters Score -205216.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -205262.031250 Penalty: 2734.566895
	Iteration 16Q: 3 clusters Score -205262 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -205301.750000 Penalty: 2734.566895
	Iteration 17Q: 3 clusters Score -205301.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -205333.812500 Penalty: 2734.566895
	Iteration 18Q: 3 clusters Score -205333.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -205355.921875 Penalty: 2734.566895
	Iteration 19Q: 3 clusters Score -205355.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -205370.578125 Penalty: 2734.566895
	Iteration 20F: 3 clusters Score -205370.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -205377.484375 Penalty: 2734.566895
	Iteration 21Q: 3 clusters Score -205377.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -205383.468750 Penalty: 2734.566895
	Iteration 22Q: 3 clusters Score -205383.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -205387.125000 Penalty: 2734.566895
	Iteration 23Q: 3 clusters Score -205387.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -205389.640625 Penalty: 2734.566895
	Iteration 24Q: 3 clusters Score -205389.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -205391.390625 Penalty: 2734.566895
	Iteration 25Q: 3 clusters Score -205391.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -205392.921875 Penalty: 2734.566895
	Iteration 26Q: 3 clusters Score -205392.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -205394.437500 Penalty: 2734.566895
	Iteration 27Q: 3 clusters Score -205394.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -205395.343750 Penalty: 2734.566895
	Iteration 28Q: 3 clusters Score -205395.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -205395.750000 Penalty: 2734.566895
	Iteration 29Q: 3 clusters Score -205395.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -205395.968750 Penalty: 2734.566895
	Iteration 30Q: 3 clusters Score -205396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -205395.890625 Penalty: 2734.566895
	Iteration 31Q: 3 clusters Score -205395.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -205396.125000 Penalty: 2734.566895
	Iteration 32Q: 3 clusters Score -205396.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -205396.125000 Penalty: 2734.566895
	Iteration 33F: 3 clusters Score -205396.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Entering Unmasked Estep 
Score: -506175.125000 Penalty: 1494.915771
	Iteration 0F: 2 clusters Score -506175.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -499095.343750 Penalty: 2989.831543
	Iteration 0F: 3 clusters Score -499095.3 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -501311.312500 Penalty: 2989.831543
	Iteration 1F: 3 clusters Score -501311.3 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -501582.031250 Penalty: 2989.831543
	Iteration 2F: 3 clusters Score -501582 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -501820.093750 Penalty: 2989.831543
	Iteration 3F: 3 clusters Score -501820.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -502102.593750 Penalty: 2989.831543
	Iteration 4F: 3 clusters Score -502102.6 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -502483.531250 Penalty: 2989.831543
	Iteration 5F: 3 clusters Score -502483.5 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -502940.625000 Penalty: 2989.831543
	Iteration 6F: 3 clusters Score -502940.6 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -503438.062500 Penalty: 2989.831543
	Iteration 7F: 3 clusters Score -503438.1 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -503945.875000 Penalty: 2989.831543
	Iteration 8F: 3 clusters Score -503945.9 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -504423.468750 Penalty: 2989.831543
	Iteration 9F: 3 clusters Score -504423.5 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -504748.750000 Penalty: 2989.831543
	Iteration 10Q: 3 clusters Score -504748.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -504964.718750 Penalty: 2989.831543
	Iteration 11Q: 3 clusters Score -504964.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -505106.968750 Penalty: 2989.831543
	Iteration 12Q: 3 clusters Score -505107 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -505186.937500 Penalty: 2989.831543
	Iteration 13Q: 3 clusters Score -505186.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -505228.812500 Penalty: 2989.831543
	Iteration 14Q: 3 clusters Score -505228.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -505249.000000 Penalty: 2989.831543
	Iteration 15Q: 3 clusters Score -505249 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -505262.687500 Penalty: 2989.831543
	Iteration 16Q: 3 clusters Score -505262.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -505271.156250 Penalty: 2989.831543
	Iteration 17Q: 3 clusters Score -505271.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -505277.187500 Penalty: 2989.831543
	Iteration 18Q: 3 clusters Score -505277.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -505281.062500 Penalty: 2989.831543
	Iteration 19Q: 3 clusters Score -505281.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -505285.031250 Penalty: 2989.831543
	Iteration 20F: 3 clusters Score -505285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -505288.031250 Penalty: 2989.831543
	Iteration 21Q: 3 clusters Score -505288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -505288.625000 Penalty: 2989.831543
	Iteration 22Q: 3 clusters Score -505288.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -505292.812500 Penalty: 2989.831543
	Iteration 23Q: 3 clusters Score -505292.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -505295.718750 Penalty: 2989.831543
	Iteration 24Q: 3 clusters Score -505295.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -505296.062500 Penalty: 2989.831543
	Iteration 25Q: 3 clusters Score -505296.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -505298.062500 Penalty: 2989.831543
	Iteration 26Q: 3 clusters Score -505298.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -505298.343750 Penalty: 2989.831543
	Iteration 27Q: 3 clusters Score -505298.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -505298.781250 Penalty: 2989.831543
	Iteration 28Q: 3 clusters Score -505298.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -505301.250000 Penalty: 2989.831543
	Iteration 29Q: 3 clusters Score -505301.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -505301.937500 Penalty: 2989.831543
	Iteration 30Q: 3 clusters Score -505301.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -505304.312500 Penalty: 2989.831543
	Iteration 31Q: 3 clusters Score -505304.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -505304.593750 Penalty: 2989.831543
	Iteration 32Q: 3 clusters Score -505304.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -505305.281250 Penalty: 2989.831543
	Iteration 33Q: 3 clusters Score -505305.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -505305.281250 Penalty: 2989.831543
	Iteration 34F: 3 clusters Score -505305.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (196198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196198 members 
Entering Unmasked Estep 
Score: -9860344.000000 Penalty: 1980.368042
	Iteration 0F: 2 clusters Score -9860344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97868 members 
Mstep: Class 2 contains 98330 members 
Entering Unmasked Estep 
Score: -9728408.000000 Penalty: 3960.736084
	Iteration 0F: 3 clusters Score -9728408 nChanged 94981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91809 members 
Mstep: Class 2 contains 104389 members 
Entering Unmasked Estep 
Score: -9785782.000000 Penalty: 3960.736084
	Iteration 1F: 3 clusters Score -9785782 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88396 members 
Mstep: Class 2 contains 107802 members 
Entering Unmasked Estep 
Score: -9787646.000000 Penalty: 3960.736084
	Iteration 2Q: 3 clusters Score -9787646 nChanged 7734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83194 members 
Mstep: Class 2 contains 113004 members 
Entering Unmasked Estep 
Score: -9790310.000000 Penalty: 3960.736084
	Iteration 3Q: 3 clusters Score -9790310 nChanged 9740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75580 members 
Mstep: Class 2 contains 120618 members 
Entering Unmasked Estep 
Score: -9794733.000000 Penalty: 3960.736084
	Iteration 4Q: 3 clusters Score -9794733 nChanged 12211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64955 members 
Mstep: Class 2 contains 131243 members 
Entering Unmasked Estep 
Score: -9802147.000000 Penalty: 3960.736084
	Iteration 5F: 3 clusters Score -9802147 nChanged 14693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51400 members 
Mstep: Class 2 contains 144798 members 
Entering Unmasked Estep 
Score: -9813558.000000 Penalty: 3960.736084
	Iteration 6F: 3 clusters Score -9813558 nChanged 15434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 159496 members 
Entering Unmasked Estep 
Score: -9827198.000000 Penalty: 3960.736084
	Iteration 7F: 3 clusters Score -9827198 nChanged 13537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 172583 members 
Entering Unmasked Estep 
Score: -9839910.000000 Penalty: 3960.736084
	Iteration 8F: 3 clusters Score -9839910 nChanged 9658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 182033 members 
Entering Unmasked Estep 
Score: -9848932.000000 Penalty: 3960.736084
	Iteration 9Q: 3 clusters Score -9848932 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 187749 members 
Entering Unmasked Estep 
Score: -9854033.000000 Penalty: 3960.736084
	Iteration 10Q: 3 clusters Score -9854033 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 190768 members 
Entering Unmasked Estep 
Score: -9856611.000000 Penalty: 3960.736084
	Iteration 11Q: 3 clusters Score -9856611 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 192320 members 
Entering Unmasked Estep 
Score: -9857829.000000 Penalty: 3960.736084
	Iteration 12Q: 3 clusters Score -9857829 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 193125 members 
Entering Unmasked Estep 
Score: -9858345.000000 Penalty: 3960.736084
	Iteration 13Q: 3 clusters Score -9858345 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 193575 members 
Entering Unmasked Estep 
Score: -9858716.000000 Penalty: 3960.736084
	Iteration 14Q: 3 clusters Score -9858716 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 193807 members 
Entering Unmasked Estep 
Score: -9858949.000000 Penalty: 3960.736084
	Iteration 15Q: 3 clusters Score -9858949 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 193928 members 
Entering Unmasked Estep 
Score: -9859092.000000 Penalty: 3960.736084
	Iteration 16Q: 3 clusters Score -9859092 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 193997 members 
Entering Unmasked Estep 
Score: -9859232.000000 Penalty: 3960.736084
	Iteration 17Q: 3 clusters Score -9859232 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 194012 members 
Entering Unmasked Estep 
Score: -9859307.000000 Penalty: 3960.736084
	Iteration 18Q: 3 clusters Score -9859307 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 194000 members 
Entering Unmasked Estep 
Score: -9859406.000000 Penalty: 3960.736084
	Iteration 19Q: 3 clusters Score -9859406 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 193975 members 
Entering Unmasked Estep 
Score: -9859470.000000 Penalty: 3960.736084
	Iteration 20F: 3 clusters Score -9859470 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 193946 members 
Entering Unmasked Estep 
Score: -9859526.000000 Penalty: 3960.736084
	Iteration 21Q: 3 clusters Score -9859526 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 193908 members 
Entering Unmasked Estep 
Score: -9859559.000000 Penalty: 3960.736084
	Iteration 22Q: 3 clusters Score -9859559 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 193851 members 
Entering Unmasked Estep 
Score: -9859613.000000 Penalty: 3960.736084
	Iteration 23Q: 3 clusters Score -9859613 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 193799 members 
Entering Unmasked Estep 
Score: -9859660.000000 Penalty: 3960.736084
	Iteration 24Q: 3 clusters Score -9859660 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 193745 members 
Entering Unmasked Estep 
Score: -9859707.000000 Penalty: 3960.736084
	Iteration 25Q: 3 clusters Score -9859707 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 193683 members 
Entering Unmasked Estep 
Score: -9859718.000000 Penalty: 3960.736084
	Iteration 26Q: 3 clusters Score -9859718 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 193627 members 
Entering Unmasked Estep 
Score: -9859755.000000 Penalty: 3960.736084
	Iteration 27Q: 3 clusters Score -9859755 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 193565 members 
Entering Unmasked Estep 
Score: -9859780.000000 Penalty: 3960.736084
	Iteration 28Q: 3 clusters Score -9859780 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 193515 members 
Entering Unmasked Estep 
Score: -9859805.000000 Penalty: 3960.736084
	Iteration 29Q: 3 clusters Score -9859805 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 193458 members 
Entering Unmasked Estep 
Score: -9859812.000000 Penalty: 3960.736084
	Iteration 30Q: 3 clusters Score -9859812 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 193396 members 
Entering Unmasked Estep 
Score: -9859835.000000 Penalty: 3960.736084
	Iteration 31Q: 3 clusters Score -9859835 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 193337 members 
Entering Unmasked Estep 
Score: -9859860.000000 Penalty: 3960.736084
	Iteration 32Q: 3 clusters Score -9859860 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 193288 members 
Entering Unmasked Estep 
Score: -9859865.000000 Penalty: 3960.736084
	Iteration 33Q: 3 clusters Score -9859865 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 193250 members 
Entering Unmasked Estep 
Score: -9859886.000000 Penalty: 3960.736084
	Iteration 34Q: 3 clusters Score -9859886 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 193211 members 
Entering Unmasked Estep 
Score: -9859893.000000 Penalty: 3960.736084
	Iteration 35Q: 3 clusters Score -9859893 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 193163 members 
Entering Unmasked Estep 
Score: -9859911.000000 Penalty: 3960.736084
	Iteration 36Q: 3 clusters Score -9859911 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 193128 members 
Entering Unmasked Estep 
Score: -9859917.000000 Penalty: 3960.736084
	Iteration 37Q: 3 clusters Score -9859917 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 193101 members 
Entering Unmasked Estep 
Score: -9859923.000000 Penalty: 3960.736084
	Iteration 38Q: 3 clusters Score -9859923 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 193065 members 
Entering Unmasked Estep 
Score: -9859939.000000 Penalty: 3960.736084
	Iteration 39Q: 3 clusters Score -9859939 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 193026 members 
Entering Unmasked Estep 
Score: -9859981.000000 Penalty: 3960.736084
	Iteration 40F: 3 clusters Score -9859981 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 192965 members 
Entering Unmasked Estep 
Score: -9859946.000000 Penalty: 3960.736084
	Iteration 41Q: 3 clusters Score -9859946 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 192911 members 
Entering Unmasked Estep 
Score: -9860011.000000 Penalty: 3960.736084
	Iteration 42Q: 3 clusters Score -9860011 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 192849 members 
Entering Unmasked Estep 
Score: -9860025.000000 Penalty: 3960.736084
	Iteration 43Q: 3 clusters Score -9860025 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 192786 members 
Entering Unmasked Estep 
Score: -9860046.000000 Penalty: 3960.736084
	Iteration 44Q: 3 clusters Score -9860046 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 192727 members 
Entering Unmasked Estep 
Score: -9860068.000000 Penalty: 3960.736084
	Iteration 45Q: 3 clusters Score -9860068 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 192677 members 
Entering Unmasked Estep 
Score: -9860092.000000 Penalty: 3960.736084
	Iteration 46Q: 3 clusters Score -9860092 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 192649 members 
Entering Unmasked Estep 
Score: -9860104.000000 Penalty: 3960.736084
	Iteration 47Q: 3 clusters Score -9860104 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 192606 members 
Entering Unmasked Estep 
Score: -9860114.000000 Penalty: 3960.736084
	Iteration 48Q: 3 clusters Score -9860114 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 192577 members 
Entering Unmasked Estep 
Score: -9860127.000000 Penalty: 3960.736084
	Iteration 49Q: 3 clusters Score -9860127 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 192546 members 
Entering Unmasked Estep 
Score: -9860135.000000 Penalty: 3960.736084
	Iteration 50Q: 3 clusters Score -9860135 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 192521 members 
Entering Unmasked Estep 
Score: -9860123.000000 Penalty: 3960.736084
	Iteration 51Q: 3 clusters Score -9860123 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 192507 members 
Entering Unmasked Estep 
Score: -9860154.000000 Penalty: 3960.736084
	Iteration 52Q: 3 clusters Score -9860154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 192481 members 
Entering Unmasked Estep 
Score: -9860137.000000 Penalty: 3960.736084
	Iteration 53Q: 3 clusters Score -9860137 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 192469 members 
Entering Unmasked Estep 
Score: -9860142.000000 Penalty: 3960.736084
	Iteration 54Q: 3 clusters Score -9860142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 192454 members 
Entering Unmasked Estep 
Score: -9860161.000000 Penalty: 3960.736084
	Iteration 55Q: 3 clusters Score -9860161 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 192438 members 
Entering Unmasked Estep 
Score: -9860150.000000 Penalty: 3960.736084
	Iteration 56Q: 3 clusters Score -9860150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 192424 members 
Entering Unmasked Estep 
Score: -9860158.000000 Penalty: 3960.736084
	Iteration 57Q: 3 clusters Score -9860158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 192416 members 
Entering Unmasked Estep 
Score: -9860164.000000 Penalty: 3960.736084
	Iteration 58Q: 3 clusters Score -9860164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 192411 members 
Entering Unmasked Estep 
Score: -9860162.000000 Penalty: 3960.736084
	Iteration 59Q: 3 clusters Score -9860162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 192401 members 
Entering Unmasked Estep 
Score: -9860169.000000 Penalty: 3960.736084
	Iteration 60F: 3 clusters Score -9860169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 192394 members 
Entering Unmasked Estep 
Score: -9860173.000000 Penalty: 3960.736084
	Iteration 61Q: 3 clusters Score -9860173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 192395 members 
Entering Unmasked Estep 
Score: -9860175.000000 Penalty: 3960.736084
	Iteration 62Q: 3 clusters Score -9860175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 192394 members 
Entering Unmasked Estep 
Score: -9860183.000000 Penalty: 3960.736084
	Iteration 63Q: 3 clusters Score -9860183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 192393 members 
Entering Unmasked Estep 
Score: -9860173.000000 Penalty: 3960.736084
	Iteration 64Q: 3 clusters Score -9860173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 192393 members 
Entering Unmasked Estep 
Score: -9860173.000000 Penalty: 3960.736084
	Iteration 65F: 3 clusters Score -9860173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Entering Unmasked Estep 
Score: -1143806.000000 Penalty: 1625.482788
	Iteration 0F: 2 clusters Score -1143806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1128764.625000 Penalty: 3250.965576
	Iteration 0F: 3 clusters Score -1128765 nChanged 10048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1134263.000000 Penalty: 3250.965576
	Iteration 1F: 3 clusters Score -1134263 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1134588.875000 Penalty: 3250.965576
	Iteration 2Q: 3 clusters Score -1134589 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1134881.000000 Penalty: 3250.965576
	Iteration 3Q: 3 clusters Score -1134881 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1135213.250000 Penalty: 3250.965576
	Iteration 4Q: 3 clusters Score -1135213 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1135601.875000 Penalty: 3250.965576
	Iteration 5Q: 3 clusters Score -1135602 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -1136116.625000 Penalty: 3250.965576
	Iteration 6Q: 3 clusters Score -1136117 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1136773.125000 Penalty: 3250.965576
	Iteration 7F: 3 clusters Score -1136773 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -1137651.250000 Penalty: 3250.965576
	Iteration 8F: 3 clusters Score -1137651 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -1138787.875000 Penalty: 3250.965576
	Iteration 9F: 3 clusters Score -1138788 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -1139890.750000 Penalty: 3250.965576
	Iteration 10F: 3 clusters Score -1139891 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -1140823.375000 Penalty: 3250.965576
	Iteration 11Q: 3 clusters Score -1140823 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -1141452.125000 Penalty: 3250.965576
	Iteration 12Q: 3 clusters Score -1141452 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -1141868.375000 Penalty: 3250.965576
	Iteration 13Q: 3 clusters Score -1141868 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -1142123.500000 Penalty: 3250.965576
	Iteration 14Q: 3 clusters Score -1142124 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -1142296.000000 Penalty: 3250.965576
	Iteration 15Q: 3 clusters Score -1142296 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -1142423.875000 Penalty: 3250.965576
	Iteration 16Q: 3 clusters Score -1142424 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -1142508.500000 Penalty: 3250.965576
	Iteration 17Q: 3 clusters Score -1142508 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -1142578.125000 Penalty: 3250.965576
	Iteration 18Q: 3 clusters Score -1142578 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -1142622.125000 Penalty: 3250.965576
	Iteration 19Q: 3 clusters Score -1142622 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -1142657.250000 Penalty: 3250.965576
	Iteration 20F: 3 clusters Score -1142657 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -1142688.375000 Penalty: 3250.965576
	Iteration 21Q: 3 clusters Score -1142688 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -1142711.000000 Penalty: 3250.965576
	Iteration 22Q: 3 clusters Score -1142711 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -1142724.500000 Penalty: 3250.965576
	Iteration 23Q: 3 clusters Score -1142724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -1142729.375000 Penalty: 3250.965576
	Iteration 24Q: 3 clusters Score -1142729 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -1142736.750000 Penalty: 3250.965576
	Iteration 25Q: 3 clusters Score -1142737 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -1142744.000000 Penalty: 3250.965576
	Iteration 26Q: 3 clusters Score -1142744 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -1142753.125000 Penalty: 3250.965576
	Iteration 27Q: 3 clusters Score -1142753 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -1142762.500000 Penalty: 3250.965576
	Iteration 28Q: 3 clusters Score -1142762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -1142772.375000 Penalty: 3250.965576
	Iteration 29Q: 3 clusters Score -1142772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -1142772.875000 Penalty: 3250.965576
	Iteration 30Q: 3 clusters Score -1142773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -1142771.750000 Penalty: 3250.965576
	Iteration 31Q: 3 clusters Score -1142772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -1142774.625000 Penalty: 3250.965576
	Iteration 32Q: 3 clusters Score -1142775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -1142775.500000 Penalty: 3250.965576
	Iteration 33Q: 3 clusters Score -1142776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -1142779.500000 Penalty: 3250.965576
	Iteration 34Q: 3 clusters Score -1142780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -1142776.000000 Penalty: 3250.965576
	Iteration 35Q: 3 clusters Score -1142776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -1142780.125000 Penalty: 3250.965576
	Iteration 36Q: 3 clusters Score -1142780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -1142780.125000 Penalty: 3250.965576
	Iteration 37Q: 3 clusters Score -1142780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -1142781.125000 Penalty: 3250.965576
	Iteration 38Q: 3 clusters Score -1142781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -1142784.125000 Penalty: 3250.965576
	Iteration 39Q: 3 clusters Score -1142784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -1142784.875000 Penalty: 3250.965576
	Iteration 40F: 3 clusters Score -1142785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -1142785.375000 Penalty: 3250.965576
	Iteration 41Q: 3 clusters Score -1142785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -1142786.750000 Penalty: 3250.965576
	Iteration 42Q: 3 clusters Score -1142787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -1142789.375000 Penalty: 3250.965576
	Iteration 43Q: 3 clusters Score -1142789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -1142790.750000 Penalty: 3250.965576
	Iteration 44Q: 3 clusters Score -1142791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -1142791.250000 Penalty: 3250.965576
	Iteration 45Q: 3 clusters Score -1142791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -1142794.125000 Penalty: 3250.965576
	Iteration 46Q: 3 clusters Score -1142794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -1142794.750000 Penalty: 3250.965576
	Iteration 47Q: 3 clusters Score -1142795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -1142794.750000 Penalty: 3250.965576
	Iteration 48F: 3 clusters Score -1142795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Entering Unmasked Estep 
Score: -108338.109375 Penalty: 1263.755005
	Iteration 0F: 2 clusters Score -108338.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -106018.171875 Penalty: 2527.510010
	Iteration 0F: 3 clusters Score -106018.2 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -106529.984375 Penalty: 2527.510010
	Iteration 1F: 3 clusters Score -106530 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -106662.812500 Penalty: 2527.510010
	Iteration 2F: 3 clusters Score -106662.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -106742.492188 Penalty: 2527.510010
	Iteration 3F: 3 clusters Score -106742.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -106810.718750 Penalty: 2527.510010
	Iteration 4Q: 3 clusters Score -106810.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -106883.812500 Penalty: 2527.510010
	Iteration 5Q: 3 clusters Score -106883.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -106955.437500 Penalty: 2527.510010
	Iteration 6Q: 3 clusters Score -106955.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -107021.781250 Penalty: 2527.510010
	Iteration 7Q: 3 clusters Score -107021.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -107076.789062 Penalty: 2527.510010
	Iteration 8Q: 3 clusters Score -107076.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -107137.046875 Penalty: 2527.510010
	Iteration 9Q: 3 clusters Score -107137 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -107213.382812 Penalty: 2527.510010
	Iteration 10Q: 3 clusters Score -107213.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -107274.734375 Penalty: 2527.510010
	Iteration 11Q: 3 clusters Score -107274.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -107334.523438 Penalty: 2527.510010
	Iteration 12Q: 3 clusters Score -107334.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -107404.250000 Penalty: 2527.510010
	Iteration 13Q: 3 clusters Score -107404.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -107462.218750 Penalty: 2527.510010
	Iteration 14Q: 3 clusters Score -107462.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -107505.046875 Penalty: 2527.510010
	Iteration 15Q: 3 clusters Score -107505 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -107535.171875 Penalty: 2527.510010
	Iteration 16Q: 3 clusters Score -107535.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -107563.367188 Penalty: 2527.510010
	Iteration 17Q: 3 clusters Score -107563.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -107583.875000 Penalty: 2527.510010
	Iteration 18Q: 3 clusters Score -107583.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -107604.070312 Penalty: 2527.510010
	Iteration 19Q: 3 clusters Score -107604.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -107616.984375 Penalty: 2527.510010
	Iteration 20F: 3 clusters Score -107617 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -107630.203125 Penalty: 2527.510010
	Iteration 21Q: 3 clusters Score -107630.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -107641.531250 Penalty: 2527.510010
	Iteration 22Q: 3 clusters Score -107641.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -107649.078125 Penalty: 2527.510010
	Iteration 23Q: 3 clusters Score -107649.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -107661.453125 Penalty: 2527.510010
	Iteration 24Q: 3 clusters Score -107661.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -107673.390625 Penalty: 2527.510010
	Iteration 25Q: 3 clusters Score -107673.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -107683.679688 Penalty: 2527.510010
	Iteration 26Q: 3 clusters Score -107683.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -107690.429688 Penalty: 2527.510010
	Iteration 27Q: 3 clusters Score -107690.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -107695.992188 Penalty: 2527.510010
	Iteration 28Q: 3 clusters Score -107696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -107701.960938 Penalty: 2527.510010
	Iteration 29Q: 3 clusters Score -107702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -107703.625000 Penalty: 2527.510010
	Iteration 30Q: 3 clusters Score -107703.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -107705.406250 Penalty: 2527.510010
	Iteration 31Q: 3 clusters Score -107705.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -107705.718750 Penalty: 2527.510010
	Iteration 32Q: 3 clusters Score -107705.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -107706.023438 Penalty: 2527.510010
	Iteration 33Q: 3 clusters Score -107706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -107706.343750 Penalty: 2527.510010
	Iteration 34Q: 3 clusters Score -107706.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -107706.343750 Penalty: 2527.510010
	Iteration 35F: 3 clusters Score -107706.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Entering Unmasked Estep 
Score: -408240.906250 Penalty: 1455.553589
	Iteration 0F: 2 clusters Score -408240.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -402506.718750 Penalty: 2911.107178
	Iteration 0F: 3 clusters Score -402506.7 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -404252.250000 Penalty: 2911.107178
	Iteration 1F: 3 clusters Score -404252.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -404414.531250 Penalty: 2911.107178
	Iteration 2F: 3 clusters Score -404414.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -404553.062500 Penalty: 2911.107178
	Iteration 3Q: 3 clusters Score -404553.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -404687.781250 Penalty: 2911.107178
	Iteration 4Q: 3 clusters Score -404687.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -404836.843750 Penalty: 2911.107178
	Iteration 5Q: 3 clusters Score -404836.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -405007.093750 Penalty: 2911.107178
	Iteration 6Q: 3 clusters Score -405007.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -405218.375000 Penalty: 2911.107178
	Iteration 7Q: 3 clusters Score -405218.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -405498.375000 Penalty: 2911.107178
	Iteration 8F: 3 clusters Score -405498.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -405815.156250 Penalty: 2911.107178
	Iteration 9F: 3 clusters Score -405815.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -406112.718750 Penalty: 2911.107178
	Iteration 10Q: 3 clusters Score -406112.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -406388.437500 Penalty: 2911.107178
	Iteration 11Q: 3 clusters Score -406388.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -406596.875000 Penalty: 2911.107178
	Iteration 12Q: 3 clusters Score -406596.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -406736.250000 Penalty: 2911.107178
	Iteration 13Q: 3 clusters Score -406736.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -406848.625000 Penalty: 2911.107178
	Iteration 14Q: 3 clusters Score -406848.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -406915.000000 Penalty: 2911.107178
	Iteration 15Q: 3 clusters Score -406915 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -406955.031250 Penalty: 2911.107178
	Iteration 16Q: 3 clusters Score -406955 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -406984.906250 Penalty: 2911.107178
	Iteration 17Q: 3 clusters Score -406984.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -407006.875000 Penalty: 2911.107178
	Iteration 18Q: 3 clusters Score -407006.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -407018.281250 Penalty: 2911.107178
	Iteration 19Q: 3 clusters Score -407018.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -407026.000000 Penalty: 2911.107178
	Iteration 20F: 3 clusters Score -407026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -407028.125000 Penalty: 2911.107178
	Iteration 21Q: 3 clusters Score -407028.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -407031.656250 Penalty: 2911.107178
	Iteration 22Q: 3 clusters Score -407031.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -407039.656250 Penalty: 2911.107178
	Iteration 23Q: 3 clusters Score -407039.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -407042.406250 Penalty: 2911.107178
	Iteration 24Q: 3 clusters Score -407042.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -407047.156250 Penalty: 2911.107178
	Iteration 25Q: 3 clusters Score -407047.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -407052.125000 Penalty: 2911.107178
	Iteration 26Q: 3 clusters Score -407052.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -407052.718750 Penalty: 2911.107178
	Iteration 27Q: 3 clusters Score -407052.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -407054.656250 Penalty: 2911.107178
	Iteration 28Q: 3 clusters Score -407054.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -407059.718750 Penalty: 2911.107178
	Iteration 29Q: 3 clusters Score -407059.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -407064.906250 Penalty: 2911.107178
	Iteration 30Q: 3 clusters Score -407064.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -407066.906250 Penalty: 2911.107178
	Iteration 31Q: 3 clusters Score -407066.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -407070.718750 Penalty: 2911.107178
	Iteration 32Q: 3 clusters Score -407070.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -407073.906250 Penalty: 2911.107178
	Iteration 33Q: 3 clusters Score -407073.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -407076.312500 Penalty: 2911.107178
	Iteration 34Q: 3 clusters Score -407076.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -407077.500000 Penalty: 2911.107178
	Iteration 35Q: 3 clusters Score -407077.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -407079.656250 Penalty: 2911.107178
	Iteration 36Q: 3 clusters Score -407079.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -407079.656250 Penalty: 2911.107178
	Iteration 37F: 3 clusters Score -407079.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Entering Unmasked Estep 
Score: -572316.062500 Penalty: 1504.019531
	Iteration 0F: 2 clusters Score -572316.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -564764.500000 Penalty: 3008.039062
	Iteration 0F: 3 clusters Score -564764.5 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -567148.062500 Penalty: 3008.039062
	Iteration 1F: 3 clusters Score -567148.1 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -567429.937500 Penalty: 3008.039062
	Iteration 2F: 3 clusters Score -567429.9 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -567709.625000 Penalty: 3008.039062
	Iteration 3F: 3 clusters Score -567709.6 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -568072.437500 Penalty: 3008.039062
	Iteration 4F: 3 clusters Score -568072.4 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -568503.937500 Penalty: 3008.039062
	Iteration 5F: 3 clusters Score -568503.9 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -569038.000000 Penalty: 3008.039062
	Iteration 6F: 3 clusters Score -569038 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -569602.750000 Penalty: 3008.039062
	Iteration 7F: 3 clusters Score -569602.8 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -570145.000000 Penalty: 3008.039062
	Iteration 8F: 3 clusters Score -570145 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -570567.500000 Penalty: 3008.039062
	Iteration 9Q: 3 clusters Score -570567.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -570762.500000 Penalty: 3008.039062
	Iteration 10Q: 3 clusters Score -570762.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -570859.750000 Penalty: 3008.039062
	Iteration 11Q: 3 clusters Score -570859.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -570911.500000 Penalty: 3008.039062
	Iteration 12Q: 3 clusters Score -570911.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -570942.000000 Penalty: 3008.039062
	Iteration 13Q: 3 clusters Score -570942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -570965.937500 Penalty: 3008.039062
	Iteration 14Q: 3 clusters Score -570965.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -570981.812500 Penalty: 3008.039062
	Iteration 15Q: 3 clusters Score -570981.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -570993.000000 Penalty: 3008.039062
	Iteration 16Q: 3 clusters Score -570993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -570998.125000 Penalty: 3008.039062
	Iteration 17Q: 3 clusters Score -570998.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -571000.187500 Penalty: 3008.039062
	Iteration 18Q: 3 clusters Score -571000.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -571001.562500 Penalty: 3008.039062
	Iteration 19Q: 3 clusters Score -571001.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -571001.562500 Penalty: 3008.039062
	Iteration 20F: 3 clusters Score -571001.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 2794 members 
Mstep: Class 4 contains 7360 members 
Mstep: Class 5 contains 42994 members 
Mstep: Class 6 contains 184338 members 
Mstep: Class 7 contains 1847 members 
Mstep: Class 8 contains 42827 members 
Mstep: Class 9 contains 12781 members 
Mstep: Class 10 contains 7210 members 
Mstep: Class 11 contains 4510 members 
Mstep: Class 14 contains 9892 members 
Mstep: Class 15 contains 196198 members 
Mstep: Class 16 contains 22092 members 
Mstep: Class 17 contains 2385 members 
Mstep: Class 18 contains 7764 members 
Mstep: Class 19 contains 10462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083718.000000 Penalty: 34534.289062
Iteration 79Q: 17 clusters Score -2.908372e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 2770 members 
Mstep: Class 4 contains 7375 members 
Mstep: Class 5 contains 42963 members 
Mstep: Class 6 contains 184512 members 
Mstep: Class 7 contains 1831 members 
Mstep: Class 8 contains 42817 members 
Mstep: Class 9 contains 12785 members 
Mstep: Class 10 contains 7214 members 
Mstep: Class 11 contains 4514 members 
Mstep: Class 14 contains 9894 members 
Mstep: Class 15 contains 196122 members 
Mstep: Class 16 contains 22075 members 
Mstep: Class 17 contains 2387 members 
Mstep: Class 18 contains 7762 members 
Mstep: Class 19 contains 10417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083732.000000 Penalty: 34534.289062
Iteration 80F: 17 clusters Score -2.908373e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 2740 members 
Mstep: Class 4 contains 7393 members 
Mstep: Class 5 contains 42936 members 
Mstep: Class 6 contains 184676 members 
Mstep: Class 7 contains 1809 members 
Mstep: Class 8 contains 42807 members 
Mstep: Class 9 contains 12789 members 
Mstep: Class 10 contains 7219 members 
Mstep: Class 11 contains 4517 members 
Mstep: Class 14 contains 9897 members 
Mstep: Class 15 contains 196054 members 
Mstep: Class 16 contains 22055 members 
Mstep: Class 17 contains 2390 members 
Mstep: Class 18 contains 7763 members 
Mstep: Class 19 contains 10380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083828.000000 Penalty: 34534.289062
Iteration 81Q: 17 clusters Score -2.908383e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 2710 members 
Mstep: Class 4 contains 7402 members 
Mstep: Class 5 contains 42910 members 
Mstep: Class 6 contains 184825 members 
Mstep: Class 7 contains 1787 members 
Mstep: Class 8 contains 42797 members 
Mstep: Class 9 contains 12794 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 4517 members 
Mstep: Class 14 contains 9899 members 
Mstep: Class 15 contains 196016 members 
Mstep: Class 16 contains 22046 members 
Mstep: Class 17 contains 2391 members 
Mstep: Class 18 contains 7760 members 
Mstep: Class 19 contains 10338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083814.000000 Penalty: 34534.289062
Iteration 82Q: 17 clusters Score -2.908381e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 2679 members 
Mstep: Class 4 contains 7409 members 
Mstep: Class 5 contains 42897 members 
Mstep: Class 6 contains 184949 members 
Mstep: Class 7 contains 1770 members 
Mstep: Class 8 contains 42785 members 
Mstep: Class 9 contains 12795 members 
Mstep: Class 10 contains 7226 members 
Mstep: Class 11 contains 4519 members 
Mstep: Class 14 contains 9900 members 
Mstep: Class 15 contains 195971 members 
Mstep: Class 16 contains 22043 members 
Mstep: Class 17 contains 2394 members 
Mstep: Class 18 contains 7758 members 
Mstep: Class 19 contains 10301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083822.000000 Penalty: 34534.289062
Iteration 83Q: 17 clusters Score -2.908382e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 4 contains 7419 members 
Mstep: Class 5 contains 42885 members 
Mstep: Class 6 contains 185078 members 
Mstep: Class 7 contains 1750 members 
Mstep: Class 8 contains 42775 members 
Mstep: Class 9 contains 12795 members 
Mstep: Class 10 contains 7230 members 
Mstep: Class 11 contains 4518 members 
Mstep: Class 14 contains 9899 members 
Mstep: Class 15 contains 195966 members 
Mstep: Class 16 contains 22026 members 
Mstep: Class 17 contains 2396 members 
Mstep: Class 18 contains 7763 members 
Mstep: Class 19 contains 10247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083882.000000 Penalty: 34534.289062
Iteration 84Q: 17 clusters Score -2.908388e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 2615 members 
Mstep: Class 4 contains 7429 members 
Mstep: Class 5 contains 42880 members 
Mstep: Class 6 contains 185181 members 
Mstep: Class 7 contains 1732 members 
Mstep: Class 8 contains 42773 members 
Mstep: Class 9 contains 12802 members 
Mstep: Class 10 contains 7231 members 
Mstep: Class 11 contains 4521 members 
Mstep: Class 14 contains 9898 members 
Mstep: Class 15 contains 195941 members 
Mstep: Class 16 contains 22010 members 
Mstep: Class 17 contains 2398 members 
Mstep: Class 18 contains 7762 members 
Mstep: Class 19 contains 10207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083906.000000 Penalty: 34534.289062
Iteration 85Q: 17 clusters Score -2.908391e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 2592 members 
Mstep: Class 4 contains 7435 members 
Mstep: Class 5 contains 42876 members 
Mstep: Class 6 contains 185272 members 
Mstep: Class 7 contains 1720 members 
Mstep: Class 8 contains 42765 members 
Mstep: Class 9 contains 12806 members 
Mstep: Class 10 contains 7237 members 
Mstep: Class 11 contains 4519 members 
Mstep: Class 14 contains 9896 members 
Mstep: Class 15 contains 195919 members 
Mstep: Class 16 contains 21998 members 
Mstep: Class 17 contains 2400 members 
Mstep: Class 18 contains 7761 members 
Mstep: Class 19 contains 10180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083856.000000 Penalty: 34534.289062
Iteration 86Q: 17 clusters Score -2.908386e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 2569 members 
Mstep: Class 4 contains 7446 members 
Mstep: Class 5 contains 42877 members 
Mstep: Class 6 contains 185363 members 
Mstep: Class 7 contains 1708 members 
Mstep: Class 8 contains 42757 members 
Mstep: Class 9 contains 12810 members 
Mstep: Class 10 contains 7241 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 14 contains 9894 members 
Mstep: Class 15 contains 195873 members 
Mstep: Class 16 contains 21992 members 
Mstep: Class 17 contains 2401 members 
Mstep: Class 18 contains 7759 members 
Mstep: Class 19 contains 10162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083844.000000 Penalty: 34534.289062
Iteration 87Q: 17 clusters Score -2.908384e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 2543 members 
Mstep: Class 4 contains 7456 members 
Mstep: Class 5 contains 42871 members 
Mstep: Class 6 contains 185453 members 
Mstep: Class 7 contains 1692 members 
Mstep: Class 8 contains 42755 members 
Mstep: Class 9 contains 12808 members 
Mstep: Class 10 contains 7243 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 14 contains 9893 members 
Mstep: Class 15 contains 195827 members 
Mstep: Class 16 contains 21995 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 7759 members 
Mstep: Class 19 contains 10143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083820.000000 Penalty: 34534.289062
Iteration 88Q: 17 clusters Score -2.908382e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 2519 members 
Mstep: Class 4 contains 7464 members 
Mstep: Class 5 contains 42870 members 
Mstep: Class 6 contains 185525 members 
Mstep: Class 7 contains 1678 members 
Mstep: Class 8 contains 42752 members 
Mstep: Class 9 contains 12813 members 
Mstep: Class 10 contains 7245 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 14 contains 9892 members 
Mstep: Class 15 contains 195795 members 
Mstep: Class 16 contains 21987 members 
Mstep: Class 17 contains 2405 members 
Mstep: Class 18 contains 7757 members 
Mstep: Class 19 contains 10129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083824.000000 Penalty: 34534.289062
Iteration 89Q: 17 clusters Score -2.908382e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 2490 members 
Mstep: Class 4 contains 7468 members 
Mstep: Class 5 contains 42864 members 
Mstep: Class 6 contains 185607 members 
Mstep: Class 7 contains 1660 members 
Mstep: Class 8 contains 42746 members 
Mstep: Class 9 contains 12809 members 
Mstep: Class 10 contains 7244 members 
Mstep: Class 11 contains 4511 members 
Mstep: Class 14 contains 9893 members 
Mstep: Class 15 contains 195777 members 
Mstep: Class 16 contains 21984 members 
Mstep: Class 17 contains 2410 members 
Mstep: Class 18 contains 7759 members 
Mstep: Class 19 contains 10112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083818.000000 Penalty: 34534.289062
Iteration 90Q: 17 clusters Score -2.908382e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 2465 members 
Mstep: Class 4 contains 7476 members 
Mstep: Class 5 contains 42858 members 
Mstep: Class 6 contains 185675 members 
Mstep: Class 7 contains 1644 members 
Mstep: Class 8 contains 42742 members 
Mstep: Class 9 contains 12812 members 
Mstep: Class 10 contains 7248 members 
Mstep: Class 11 contains 4511 members 
Mstep: Class 14 contains 9893 members 
Mstep: Class 15 contains 195757 members 
Mstep: Class 16 contains 21981 members 
Mstep: Class 17 contains 2411 members 
Mstep: Class 18 contains 7758 members 
Mstep: Class 19 contains 10096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083808.000000 Penalty: 34534.289062
Iteration 91Q: 17 clusters Score -2.908381e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 4 contains 7487 members 
Mstep: Class 5 contains 42853 members 
Mstep: Class 6 contains 185748 members 
Mstep: Class 7 contains 1631 members 
Mstep: Class 8 contains 42737 members 
Mstep: Class 9 contains 12812 members 
Mstep: Class 10 contains 7251 members 
Mstep: Class 11 contains 4511 members 
Mstep: Class 14 contains 9893 members 
Mstep: Class 15 contains 195735 members 
Mstep: Class 16 contains 21971 members 
Mstep: Class 17 contains 2413 members 
Mstep: Class 18 contains 7758 members 
Mstep: Class 19 contains 10080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083818.000000 Penalty: 34534.289062
Iteration 92Q: 17 clusters Score -2.908382e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 2419 members 
Mstep: Class 4 contains 7491 members 
Mstep: Class 5 contains 42847 members 
Mstep: Class 6 contains 185807 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 42735 members 
Mstep: Class 9 contains 12811 members 
Mstep: Class 10 contains 7252 members 
Mstep: Class 11 contains 4511 members 
Mstep: Class 14 contains 9893 members 
Mstep: Class 15 contains 195732 members 
Mstep: Class 16 contains 21962 members 
Mstep: Class 17 contains 2415 members 
Mstep: Class 18 contains 7757 members 
Mstep: Class 19 contains 10068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2152.501221 but Gain 2158.392578
Score: -29083852.000000 Penalty: 32375.896484
Iteration 93Q: 16 clusters Score -2.908385e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 42851 members 
Mstep: Class 6 contains 185861 members 
Mstep: Class 8 contains 42798 members 
Mstep: Class 9 contains 12811 members 
Mstep: Class 10 contains 7257 members 
Mstep: Class 11 contains 4512 members 
Mstep: Class 14 contains 9893 members 
Mstep: Class 15 contains 196558 members 
Mstep: Class 16 contains 22543 members 
Mstep: Class 17 contains 2415 members 
Mstep: Class 18 contains 7803 members 
Mstep: Class 19 contains 10056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085762.000000 Penalty: 32375.896484
Iteration 94Q: 16 clusters Score -2.908576e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 4 contains 7545 members 
Mstep: Class 5 contains 42835 members 
Mstep: Class 6 contains 185925 members 
Mstep: Class 8 contains 42764 members 
Mstep: Class 9 contains 12822 members 
Mstep: Class 10 contains 7265 members 
Mstep: Class 11 contains 4514 members 
Mstep: Class 14 contains 9893 members 
Mstep: Class 15 contains 196433 members 
Mstep: Class 16 contains 22660 members 
Mstep: Class 17 contains 2414 members 
Mstep: Class 18 contains 7798 members 
Mstep: Class 19 contains 10043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085782.000000 Penalty: 32375.896484
Iteration 95Q: 16 clusters Score -2.908578e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 2354 members 
Mstep: Class 4 contains 7556 members 
Mstep: Class 5 contains 42824 members 
Mstep: Class 6 contains 185973 members 
Mstep: Class 8 contains 42735 members 
Mstep: Class 9 contains 12830 members 
Mstep: Class 10 contains 7268 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 14 contains 9893 members 
Mstep: Class 15 contains 196330 members 
Mstep: Class 16 contains 22749 members 
Mstep: Class 17 contains 2414 members 
Mstep: Class 18 contains 7793 members 
Mstep: Class 19 contains 10031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085746.000000 Penalty: 32375.896484
Iteration 96Q: 16 clusters Score -2.908575e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 2335 members 
Mstep: Class 4 contains 7564 members 
Mstep: Class 5 contains 42818 members 
Mstep: Class 6 contains 186027 members 
Mstep: Class 8 contains 42715 members 
Mstep: Class 9 contains 12830 members 
Mstep: Class 10 contains 7276 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 14 contains 9893 members 
Mstep: Class 15 contains 196256 members 
Mstep: Class 16 contains 22783 members 
Mstep: Class 17 contains 2414 members 
Mstep: Class 18 contains 7795 members 
Mstep: Class 19 contains 10023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085808.000000 Penalty: 32375.896484
Iteration 97Q: 16 clusters Score -2.908581e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 2319 members 
Mstep: Class 4 contains 7568 members 
Mstep: Class 5 contains 42811 members 
Mstep: Class 6 contains 186073 members 
Mstep: Class 8 contains 42702 members 
Mstep: Class 9 contains 12830 members 
Mstep: Class 10 contains 7285 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 14 contains 9893 members 
Mstep: Class 15 contains 196190 members 
Mstep: Class 16 contains 22814 members 
Mstep: Class 17 contains 2415 members 
Mstep: Class 18 contains 7799 members 
Mstep: Class 19 contains 10016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085752.000000 Penalty: 32375.896484
Iteration 98Q: 16 clusters Score -2.908575e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 2304 members 
Mstep: Class 4 contains 7573 members 
Mstep: Class 5 contains 42808 members 
Mstep: Class 6 contains 186123 members 
Mstep: Class 8 contains 42699 members 
Mstep: Class 9 contains 12832 members 
Mstep: Class 10 contains 7300 members 
Mstep: Class 11 contains 4512 members 
Mstep: Class 14 contains 9892 members 
Mstep: Class 15 contains 196098 members 
Mstep: Class 16 contains 22844 members 
Mstep: Class 17 contains 2416 members 
Mstep: Class 18 contains 7802 members 
Mstep: Class 19 contains 10012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085760.000000 Penalty: 32375.896484
Iteration 99Q: 16 clusters Score -2.908576e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 2289 members 
Mstep: Class 4 contains 7588 members 
Mstep: Class 5 contains 42804 members 
Mstep: Class 6 contains 186163 members 
Mstep: Class 8 contains 42695 members 
Mstep: Class 9 contains 12835 members 
Mstep: Class 10 contains 7313 members 
Mstep: Class 11 contains 4512 members 
Mstep: Class 14 contains 9892 members 
Mstep: Class 15 contains 196035 members 
Mstep: Class 16 contains 22851 members 
Mstep: Class 17 contains 2417 members 
Mstep: Class 18 contains 7802 members 
Mstep: Class 19 contains 10009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085742.000000 Penalty: 32375.896484
Iteration 100F: 16 clusters Score -2.908574e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 2274 members 
Mstep: Class 4 contains 7596 members 
Mstep: Class 5 contains 42800 members 
Mstep: Class 6 contains 186195 members 
Mstep: Class 8 contains 42680 members 
Mstep: Class 9 contains 12834 members 
Mstep: Class 10 contains 7322 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 14 contains 9892 members 
Mstep: Class 15 contains 196009 members 
Mstep: Class 16 contains 22855 members 
Mstep: Class 17 contains 2417 members 
Mstep: Class 18 contains 7804 members 
Mstep: Class 19 contains 10007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085806.000000 Penalty: 32375.896484
Iteration 101Q: 16 clusters Score -2.908581e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 2271 members 
Mstep: Class 4 contains 7614 members 
Mstep: Class 5 contains 42792 members 
Mstep: Class 6 contains 186230 members 
Mstep: Class 8 contains 42668 members 
Mstep: Class 9 contains 12834 members 
Mstep: Class 10 contains 7331 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 14 contains 9892 members 
Mstep: Class 15 contains 195973 members 
Mstep: Class 16 contains 22847 members 
Mstep: Class 17 contains 2417 members 
Mstep: Class 18 contains 7804 members 
Mstep: Class 19 contains 10003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085796.000000 Penalty: 32375.896484
Iteration 102Q: 16 clusters Score -2.90858e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 2257 members 
Mstep: Class 4 contains 7633 members 
Mstep: Class 5 contains 42788 members 
Mstep: Class 6 contains 186266 members 
Mstep: Class 8 contains 42662 members 
Mstep: Class 9 contains 12834 members 
Mstep: Class 10 contains 7339 members 
Mstep: Class 11 contains 4518 members 
Mstep: Class 14 contains 9892 members 
Mstep: Class 15 contains 195944 members 
Mstep: Class 16 contains 22835 members 
Mstep: Class 17 contains 2417 members 
Mstep: Class 18 contains 7802 members 
Mstep: Class 19 contains 9999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085832.000000 Penalty: 32375.896484
Iteration 103Q: 16 clusters Score -2.908583e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31604 members 
Mstep: Class 2 contains 2247 members 
Mstep: Class 4 contains 7639 members 
Mstep: Class 5 contains 42778 members 
Mstep: Class 6 contains 186302 members 
Mstep: Class 8 contains 42662 members 
Mstep: Class 9 contains 12834 members 
Mstep: Class 10 contains 7347 members 
Mstep: Class 11 contains 4521 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195919 members 
Mstep: Class 16 contains 22833 members 
Mstep: Class 17 contains 2418 members 
Mstep: Class 18 contains 7803 members 
Mstep: Class 19 contains 9990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085838.000000 Penalty: 32375.896484
Iteration 104Q: 16 clusters Score -2.908584e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 2237 members 
Mstep: Class 4 contains 7639 members 
Mstep: Class 5 contains 42773 members 
Mstep: Class 6 contains 186348 members 
Mstep: Class 8 contains 42660 members 
Mstep: Class 9 contains 12836 members 
Mstep: Class 10 contains 7351 members 
Mstep: Class 11 contains 4520 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195897 members 
Mstep: Class 16 contains 22832 members 
Mstep: Class 17 contains 2418 members 
Mstep: Class 18 contains 7803 members 
Mstep: Class 19 contains 9977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085822.000000 Penalty: 32375.896484
Iteration 105Q: 16 clusters Score -2.908582e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 2232 members 
Mstep: Class 4 contains 7645 members 
Mstep: Class 5 contains 42771 members 
Mstep: Class 6 contains 186382 members 
Mstep: Class 8 contains 42657 members 
Mstep: Class 9 contains 12840 members 
Mstep: Class 10 contains 7352 members 
Mstep: Class 11 contains 4521 members 
Mstep: Class 14 contains 9890 members 
Mstep: Class 15 contains 195877 members 
Mstep: Class 16 contains 22825 members 
Mstep: Class 17 contains 2418 members 
Mstep: Class 18 contains 7802 members 
Mstep: Class 19 contains 9962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085760.000000 Penalty: 32375.896484
Iteration 106Q: 16 clusters Score -2.908576e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 2226 members 
Mstep: Class 4 contains 7653 members 
Mstep: Class 5 contains 42768 members 
Mstep: Class 6 contains 186405 members 
Mstep: Class 8 contains 42655 members 
Mstep: Class 9 contains 12842 members 
Mstep: Class 10 contains 7354 members 
Mstep: Class 11 contains 4521 members 
Mstep: Class 14 contains 9890 members 
Mstep: Class 15 contains 195866 members 
Mstep: Class 16 contains 22821 members 
Mstep: Class 17 contains 2418 members 
Mstep: Class 18 contains 7799 members 
Mstep: Class 19 contains 9950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085766.000000 Penalty: 32375.896484
Iteration 107Q: 16 clusters Score -2.908577e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 2220 members 
Mstep: Class 4 contains 7658 members 
Mstep: Class 5 contains 42767 members 
Mstep: Class 6 contains 186424 members 
Mstep: Class 8 contains 42650 members 
Mstep: Class 9 contains 12843 members 
Mstep: Class 10 contains 7356 members 
Mstep: Class 11 contains 4522 members 
Mstep: Class 14 contains 9890 members 
Mstep: Class 15 contains 195852 members 
Mstep: Class 16 contains 22820 members 
Mstep: Class 17 contains 2418 members 
Mstep: Class 18 contains 7798 members 
Mstep: Class 19 contains 9941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085788.000000 Penalty: 32375.896484
Iteration 108Q: 16 clusters Score -2.908579e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 4 contains 7663 members 
Mstep: Class 5 contains 42766 members 
Mstep: Class 6 contains 186445 members 
Mstep: Class 8 contains 42646 members 
Mstep: Class 9 contains 12845 members 
Mstep: Class 10 contains 7359 members 
Mstep: Class 11 contains 4522 members 
Mstep: Class 14 contains 9890 members 
Mstep: Class 15 contains 195831 members 
Mstep: Class 16 contains 22815 members 
Mstep: Class 17 contains 2418 members 
Mstep: Class 18 contains 7797 members 
Mstep: Class 19 contains 9937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085756.000000 Penalty: 32375.896484
Iteration 109Q: 16 clusters Score -2.908576e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 2201 members 
Mstep: Class 4 contains 7662 members 
Mstep: Class 5 contains 42766 members 
Mstep: Class 6 contains 186464 members 
Mstep: Class 8 contains 42642 members 
Mstep: Class 9 contains 12845 members 
Mstep: Class 10 contains 7365 members 
Mstep: Class 11 contains 4522 members 
Mstep: Class 14 contains 9890 members 
Mstep: Class 15 contains 195824 members 
Mstep: Class 16 contains 22806 members 
Mstep: Class 17 contains 2419 members 
Mstep: Class 18 contains 7797 members 
Mstep: Class 19 contains 9933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085796.000000 Penalty: 32375.896484
Iteration 110Q: 16 clusters Score -2.90858e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 2192 members 
Mstep: Class 4 contains 7667 members 
Mstep: Class 5 contains 42766 members 
Mstep: Class 6 contains 186474 members 
Mstep: Class 8 contains 42641 members 
Mstep: Class 9 contains 12845 members 
Mstep: Class 10 contains 7367 members 
Mstep: Class 11 contains 4522 members 
Mstep: Class 14 contains 9890 members 
Mstep: Class 15 contains 195819 members 
Mstep: Class 16 contains 22795 members 
Mstep: Class 17 contains 2420 members 
Mstep: Class 18 contains 7796 members 
Mstep: Class 19 contains 9930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085764.000000 Penalty: 32375.896484
Iteration 111Q: 16 clusters Score -2.908576e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 2187 members 
Mstep: Class 4 contains 7674 members 
Mstep: Class 5 contains 42765 members 
Mstep: Class 6 contains 186490 members 
Mstep: Class 8 contains 42640 members 
Mstep: Class 9 contains 12845 members 
Mstep: Class 10 contains 7368 members 
Mstep: Class 11 contains 4522 members 
Mstep: Class 14 contains 9890 members 
Mstep: Class 15 contains 195812 members 
Mstep: Class 16 contains 22783 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7795 members 
Mstep: Class 19 contains 9928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085732.000000 Penalty: 32375.896484
Iteration 112Q: 16 clusters Score -2.908573e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 2184 members 
Mstep: Class 4 contains 7681 members 
Mstep: Class 5 contains 42764 members 
Mstep: Class 6 contains 186502 members 
Mstep: Class 8 contains 42638 members 
Mstep: Class 9 contains 12847 members 
Mstep: Class 10 contains 7374 members 
Mstep: Class 11 contains 4523 members 
Mstep: Class 14 contains 9890 members 
Mstep: Class 15 contains 195807 members 
Mstep: Class 16 contains 22766 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7795 members 
Mstep: Class 19 contains 9926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085718.000000 Penalty: 32375.896484
Iteration 113Q: 16 clusters Score -2.908572e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 2177 members 
Mstep: Class 4 contains 7685 members 
Mstep: Class 5 contains 42763 members 
Mstep: Class 6 contains 186512 members 
Mstep: Class 8 contains 42637 members 
Mstep: Class 9 contains 12847 members 
Mstep: Class 10 contains 7375 members 
Mstep: Class 11 contains 4524 members 
Mstep: Class 14 contains 9890 members 
Mstep: Class 15 contains 195812 members 
Mstep: Class 16 contains 22752 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7795 members 
Mstep: Class 19 contains 9924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085716.000000 Penalty: 32375.896484
Iteration 114Q: 16 clusters Score -2.908572e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 2164 members 
Mstep: Class 4 contains 7690 members 
Mstep: Class 5 contains 42758 members 
Mstep: Class 6 contains 186531 members 
Mstep: Class 8 contains 42635 members 
Mstep: Class 9 contains 12847 members 
Mstep: Class 10 contains 7376 members 
Mstep: Class 11 contains 4524 members 
Mstep: Class 14 contains 9890 members 
Mstep: Class 15 contains 195822 members 
Mstep: Class 16 contains 22738 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7795 members 
Mstep: Class 19 contains 9922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085750.000000 Penalty: 32375.896484
Iteration 115Q: 16 clusters Score -2.908575e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 2148 members 
Mstep: Class 4 contains 7700 members 
Mstep: Class 5 contains 42747 members 
Mstep: Class 6 contains 186546 members 
Mstep: Class 8 contains 42636 members 
Mstep: Class 9 contains 12847 members 
Mstep: Class 10 contains 7378 members 
Mstep: Class 11 contains 4524 members 
Mstep: Class 14 contains 9890 members 
Mstep: Class 15 contains 195831 members 
Mstep: Class 16 contains 22726 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7796 members 
Mstep: Class 19 contains 9920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085752.000000 Penalty: 32375.896484
Iteration 116Q: 16 clusters Score -2.908575e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 2137 members 
Mstep: Class 4 contains 7705 members 
Mstep: Class 5 contains 42742 members 
Mstep: Class 6 contains 186560 members 
Mstep: Class 8 contains 42634 members 
Mstep: Class 9 contains 12847 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195835 members 
Mstep: Class 16 contains 22719 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7796 members 
Mstep: Class 19 contains 9918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085736.000000 Penalty: 32375.896484
Iteration 117Q: 16 clusters Score -2.908574e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 2127 members 
Mstep: Class 4 contains 7715 members 
Mstep: Class 5 contains 42738 members 
Mstep: Class 6 contains 186568 members 
Mstep: Class 8 contains 42632 members 
Mstep: Class 9 contains 12848 members 
Mstep: Class 10 contains 7378 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195839 members 
Mstep: Class 16 contains 22712 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7794 members 
Mstep: Class 19 contains 9917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085740.000000 Penalty: 32375.896484
Iteration 118Q: 16 clusters Score -2.908574e+07 nChanged 54
Entering ConstructFrom: 
Score: -29085740.000000 Penalty: 32375.896484
Entering ConstructFrom: 
Trying to split cluster 1 (31682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Entering Unmasked Estep 
Score: -1682007.875000 Penalty: 1684.069458
	Iteration 0F: 2 clusters Score -1682008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -1660682.625000 Penalty: 3368.138916
	Iteration 0F: 3 clusters Score -1660683 nChanged 14632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1668856.125000 Penalty: 3368.138916
	Iteration 1F: 3 clusters Score -1668856 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -1669244.875000 Penalty: 3368.138916
	Iteration 2Q: 3 clusters Score -1669245 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1669626.875000 Penalty: 3368.138916
	Iteration 3Q: 3 clusters Score -1669627 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1670012.625000 Penalty: 3368.138916
	Iteration 4Q: 3 clusters Score -1670013 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1670507.625000 Penalty: 3368.138916
	Iteration 5Q: 3 clusters Score -1670508 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1671220.875000 Penalty: 3368.138916
	Iteration 6Q: 3 clusters Score -1671221 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1672219.625000 Penalty: 3368.138916
	Iteration 7F: 3 clusters Score -1672220 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1673539.750000 Penalty: 3368.138916
	Iteration 8F: 3 clusters Score -1673540 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1675066.500000 Penalty: 3368.138916
	Iteration 9F: 3 clusters Score -1675066 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1676662.500000 Penalty: 3368.138916
	Iteration 10F: 3 clusters Score -1676662 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1677964.875000 Penalty: 3368.138916
	Iteration 11F: 3 clusters Score -1677965 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1678922.000000 Penalty: 3368.138916
	Iteration 12Q: 3 clusters Score -1678922 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1679623.625000 Penalty: 3368.138916
	Iteration 13Q: 3 clusters Score -1679624 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1680021.875000 Penalty: 3368.138916
	Iteration 14Q: 3 clusters Score -1680022 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1680233.500000 Penalty: 3368.138916
	Iteration 15Q: 3 clusters Score -1680234 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1680360.625000 Penalty: 3368.138916
	Iteration 16Q: 3 clusters Score -1680361 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1680421.125000 Penalty: 3368.138916
	Iteration 17Q: 3 clusters Score -1680421 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1680468.000000 Penalty: 3368.138916
	Iteration 18Q: 3 clusters Score -1680468 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1680504.125000 Penalty: 3368.138916
	Iteration 19Q: 3 clusters Score -1680504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1680520.000000 Penalty: 3368.138916
	Iteration 20F: 3 clusters Score -1680520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1680533.500000 Penalty: 3368.138916
	Iteration 21Q: 3 clusters Score -1680534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1680539.000000 Penalty: 3368.138916
	Iteration 22Q: 3 clusters Score -1680539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1680544.500000 Penalty: 3368.138916
	Iteration 23Q: 3 clusters Score -1680544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1680548.500000 Penalty: 3368.138916
	Iteration 24Q: 3 clusters Score -1680548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1680553.375000 Penalty: 3368.138916
	Iteration 25Q: 3 clusters Score -1680553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1680556.500000 Penalty: 3368.138916
	Iteration 26Q: 3 clusters Score -1680556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1680559.000000 Penalty: 3368.138916
	Iteration 27Q: 3 clusters Score -1680559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1680560.125000 Penalty: 3368.138916
	Iteration 28Q: 3 clusters Score -1680560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1680560.125000 Penalty: 3368.138916
	Iteration 29F: 3 clusters Score -1680560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Entering Unmasked Estep 
Score: -116970.421875 Penalty: 1244.845093
	Iteration 0F: 2 clusters Score -116970.4 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 1077 members 
Entering Unmasked Estep 
Score: -114809.687500 Penalty: 2489.690186
	Iteration 0F: 3 clusters Score -114809.7 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -115267.859375 Penalty: 2489.690186
	Iteration 1F: 3 clusters Score -115267.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -115350.117188 Penalty: 2489.690186
	Iteration 2F: 3 clusters Score -115350.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -115399.859375 Penalty: 2489.690186
	Iteration 3Q: 3 clusters Score -115399.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -115433.945312 Penalty: 2489.690186
	Iteration 4Q: 3 clusters Score -115433.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -115457.054688 Penalty: 2489.690186
	Iteration 5Q: 3 clusters Score -115457.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -115470.125000 Penalty: 2489.690186
	Iteration 6Q: 3 clusters Score -115470.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -115478.039062 Penalty: 2489.690186
	Iteration 7Q: 3 clusters Score -115478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -115485.757812 Penalty: 2489.690186
	Iteration 8Q: 3 clusters Score -115485.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -115490.812500 Penalty: 2489.690186
	Iteration 9Q: 3 clusters Score -115490.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -115493.304688 Penalty: 2489.690186
	Iteration 10Q: 3 clusters Score -115493.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -115495.054688 Penalty: 2489.690186
	Iteration 11Q: 3 clusters Score -115495.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -115497.070312 Penalty: 2489.690186
	Iteration 12Q: 3 clusters Score -115497.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -115498.960938 Penalty: 2489.690186
	Iteration 13Q: 3 clusters Score -115499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -115501.218750 Penalty: 2489.690186
	Iteration 14Q: 3 clusters Score -115501.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -115504.640625 Penalty: 2489.690186
	Iteration 15Q: 3 clusters Score -115504.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -115506.195312 Penalty: 2489.690186
	Iteration 16Q: 3 clusters Score -115506.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -115507.039062 Penalty: 2489.690186
	Iteration 17Q: 3 clusters Score -115507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -115508.875000 Penalty: 2489.690186
	Iteration 18Q: 3 clusters Score -115508.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -115510.273438 Penalty: 2489.690186
	Iteration 19Q: 3 clusters Score -115510.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -115512.250000 Penalty: 2489.690186
	Iteration 20F: 3 clusters Score -115512.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -115513.500000 Penalty: 2489.690186
	Iteration 21Q: 3 clusters Score -115513.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -115515.078125 Penalty: 2489.690186
	Iteration 22Q: 3 clusters Score -115515.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -115516.765625 Penalty: 2489.690186
	Iteration 23Q: 3 clusters Score -115516.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -115517.523438 Penalty: 2489.690186
	Iteration 24Q: 3 clusters Score -115517.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -115517.625000 Penalty: 2489.690186
	Iteration 25Q: 3 clusters Score -115517.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -115518.515625 Penalty: 2489.690186
	Iteration 26Q: 3 clusters Score -115518.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -115518.515625 Penalty: 2489.690186
	Iteration 27F: 3 clusters Score -115518.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Entering Unmasked Estep 
Score: -412126.875000 Penalty: 1454.651123
	Iteration 0F: 2 clusters Score -412126.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -406482.000000 Penalty: 2909.302246
	Iteration 0F: 3 clusters Score -406482 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -408258.718750 Penalty: 2909.302246
	Iteration 1F: 3 clusters Score -408258.7 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -408516.718750 Penalty: 2909.302246
	Iteration 2F: 3 clusters Score -408516.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -408722.687500 Penalty: 2909.302246
	Iteration 3F: 3 clusters Score -408722.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -408910.625000 Penalty: 2909.302246
	Iteration 4Q: 3 clusters Score -408910.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -409054.781250 Penalty: 2909.302246
	Iteration 5Q: 3 clusters Score -409054.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -409176.531250 Penalty: 2909.302246
	Iteration 6Q: 3 clusters Score -409176.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -409306.187500 Penalty: 2909.302246
	Iteration 7Q: 3 clusters Score -409306.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -409426.968750 Penalty: 2909.302246
	Iteration 8Q: 3 clusters Score -409427 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -409540.062500 Penalty: 2909.302246
	Iteration 9Q: 3 clusters Score -409540.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -409653.281250 Penalty: 2909.302246
	Iteration 10Q: 3 clusters Score -409653.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -409766.218750 Penalty: 2909.302246
	Iteration 11Q: 3 clusters Score -409766.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -409877.750000 Penalty: 2909.302246
	Iteration 12Q: 3 clusters Score -409877.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -409997.656250 Penalty: 2909.302246
	Iteration 13Q: 3 clusters Score -409997.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -410102.250000 Penalty: 2909.302246
	Iteration 14Q: 3 clusters Score -410102.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -410192.906250 Penalty: 2909.302246
	Iteration 15Q: 3 clusters Score -410192.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -410276.437500 Penalty: 2909.302246
	Iteration 16Q: 3 clusters Score -410276.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -410345.781250 Penalty: 2909.302246
	Iteration 17Q: 3 clusters Score -410345.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -410399.781250 Penalty: 2909.302246
	Iteration 18Q: 3 clusters Score -410399.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -410456.781250 Penalty: 2909.302246
	Iteration 19Q: 3 clusters Score -410456.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -410506.468750 Penalty: 2909.302246
	Iteration 20F: 3 clusters Score -410506.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -410544.875000 Penalty: 2909.302246
	Iteration 21Q: 3 clusters Score -410544.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -410570.625000 Penalty: 2909.302246
	Iteration 22Q: 3 clusters Score -410570.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -410597.750000 Penalty: 2909.302246
	Iteration 23Q: 3 clusters Score -410597.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -410619.031250 Penalty: 2909.302246
	Iteration 24Q: 3 clusters Score -410619 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -410636.093750 Penalty: 2909.302246
	Iteration 25Q: 3 clusters Score -410636.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -410648.750000 Penalty: 2909.302246
	Iteration 26Q: 3 clusters Score -410648.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -410668.062500 Penalty: 2909.302246
	Iteration 27Q: 3 clusters Score -410668.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -410683.593750 Penalty: 2909.302246
	Iteration 28Q: 3 clusters Score -410683.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -410701.875000 Penalty: 2909.302246
	Iteration 29Q: 3 clusters Score -410701.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -410714.156250 Penalty: 2909.302246
	Iteration 30Q: 3 clusters Score -410714.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -410726.437500 Penalty: 2909.302246
	Iteration 31Q: 3 clusters Score -410726.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -410736.406250 Penalty: 2909.302246
	Iteration 32Q: 3 clusters Score -410736.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -410745.000000 Penalty: 2909.302246
	Iteration 33Q: 3 clusters Score -410745 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -410751.687500 Penalty: 2909.302246
	Iteration 34Q: 3 clusters Score -410751.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -410760.343750 Penalty: 2909.302246
	Iteration 35Q: 3 clusters Score -410760.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -410771.093750 Penalty: 2909.302246
	Iteration 36Q: 3 clusters Score -410771.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -410784.500000 Penalty: 2909.302246
	Iteration 37Q: 3 clusters Score -410784.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -410794.656250 Penalty: 2909.302246
	Iteration 38Q: 3 clusters Score -410794.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -410801.062500 Penalty: 2909.302246
	Iteration 39Q: 3 clusters Score -410801.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -410806.687500 Penalty: 2909.302246
	Iteration 40F: 3 clusters Score -410806.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -410812.687500 Penalty: 2909.302246
	Iteration 41Q: 3 clusters Score -410812.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -410821.125000 Penalty: 2909.302246
	Iteration 42Q: 3 clusters Score -410821.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -410825.875000 Penalty: 2909.302246
	Iteration 43Q: 3 clusters Score -410825.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -410829.781250 Penalty: 2909.302246
	Iteration 44Q: 3 clusters Score -410829.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -410837.406250 Penalty: 2909.302246
	Iteration 45Q: 3 clusters Score -410837.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -410842.500000 Penalty: 2909.302246
	Iteration 46Q: 3 clusters Score -410842.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -410845.625000 Penalty: 2909.302246
	Iteration 47Q: 3 clusters Score -410845.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -410850.156250 Penalty: 2909.302246
	Iteration 48Q: 3 clusters Score -410850.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -410857.781250 Penalty: 2909.302246
	Iteration 49Q: 3 clusters Score -410857.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -410861.531250 Penalty: 2909.302246
	Iteration 50Q: 3 clusters Score -410861.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -410865.750000 Penalty: 2909.302246
	Iteration 51Q: 3 clusters Score -410865.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -410871.125000 Penalty: 2909.302246
	Iteration 52Q: 3 clusters Score -410871.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -410873.687500 Penalty: 2909.302246
	Iteration 53Q: 3 clusters Score -410873.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -410875.718750 Penalty: 2909.302246
	Iteration 54Q: 3 clusters Score -410875.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -410876.062500 Penalty: 2909.302246
	Iteration 55Q: 3 clusters Score -410876.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -410875.875000 Penalty: 2909.302246
	Iteration 56Q: 3 clusters Score -410875.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -410878.031250 Penalty: 2909.302246
	Iteration 57Q: 3 clusters Score -410878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -410880.093750 Penalty: 2909.302246
	Iteration 58Q: 3 clusters Score -410880.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -410882.656250 Penalty: 2909.302246
	Iteration 59Q: 3 clusters Score -410882.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -410885.406250 Penalty: 2909.302246
	Iteration 60F: 3 clusters Score -410885.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -410889.500000 Penalty: 2909.302246
	Iteration 61Q: 3 clusters Score -410889.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -410889.937500 Penalty: 2909.302246
	Iteration 62Q: 3 clusters Score -410889.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -410892.187500 Penalty: 2909.302246
	Iteration 63Q: 3 clusters Score -410892.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -410893.593750 Penalty: 2909.302246
	Iteration 64Q: 3 clusters Score -410893.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -410893.281250 Penalty: 2909.302246
	Iteration 65Q: 3 clusters Score -410893.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -410894.093750 Penalty: 2909.302246
	Iteration 66Q: 3 clusters Score -410894.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -410894.312500 Penalty: 2909.302246
	Iteration 67Q: 3 clusters Score -410894.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -410894.000000 Penalty: 2909.302246
	Iteration 68Q: 3 clusters Score -410894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -410894.000000 Penalty: 2909.302246
	Iteration 69F: 3 clusters Score -410894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Entering Unmasked Estep 
Score: -2155282.250000 Penalty: 1732.696899
	Iteration 0F: 2 clusters Score -2155282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -2126796.000000 Penalty: 3465.393799
	Iteration 0F: 3 clusters Score -2126796 nChanged 19980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -2138097.500000 Penalty: 3465.393799
	Iteration 1F: 3 clusters Score -2138098 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -2138581.500000 Penalty: 3465.393799
	Iteration 2Q: 3 clusters Score -2138582 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -2139041.000000 Penalty: 3465.393799
	Iteration 3Q: 3 clusters Score -2139041 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -2139498.250000 Penalty: 3465.393799
	Iteration 4Q: 3 clusters Score -2139498 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -2139959.250000 Penalty: 3465.393799
	Iteration 5Q: 3 clusters Score -2139959 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -2140503.750000 Penalty: 3465.393799
	Iteration 6Q: 3 clusters Score -2140504 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -2141066.500000 Penalty: 3465.393799
	Iteration 7Q: 3 clusters Score -2141066 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -2141712.500000 Penalty: 3465.393799
	Iteration 8Q: 3 clusters Score -2141712 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -2142442.750000 Penalty: 3465.393799
	Iteration 9Q: 3 clusters Score -2142443 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -2143280.750000 Penalty: 3465.393799
	Iteration 10Q: 3 clusters Score -2143281 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -2144255.500000 Penalty: 3465.393799
	Iteration 11Q: 3 clusters Score -2144256 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -2145445.000000 Penalty: 3465.393799
	Iteration 12Q: 3 clusters Score -2145445 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -2146822.000000 Penalty: 3465.393799
	Iteration 13F: 3 clusters Score -2146822 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -2148422.750000 Penalty: 3465.393799
	Iteration 14F: 3 clusters Score -2148423 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -2150002.750000 Penalty: 3465.393799
	Iteration 15F: 3 clusters Score -2150003 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -2151333.250000 Penalty: 3465.393799
	Iteration 16Q: 3 clusters Score -2151333 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -2152262.250000 Penalty: 3465.393799
	Iteration 17Q: 3 clusters Score -2152262 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
Score: -2152852.750000 Penalty: 3465.393799
	Iteration 18Q: 3 clusters Score -2152853 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -2153238.750000 Penalty: 3465.393799
	Iteration 19Q: 3 clusters Score -2153239 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -2153431.250000 Penalty: 3465.393799
	Iteration 20F: 3 clusters Score -2153431 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -2153554.000000 Penalty: 3465.393799
	Iteration 21Q: 3 clusters Score -2153554 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 42261 members 
Entering Unmasked Estep 
Score: -2153640.750000 Penalty: 3465.393799
	Iteration 22Q: 3 clusters Score -2153641 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -2153693.500000 Penalty: 3465.393799
	Iteration 23Q: 3 clusters Score -2153694 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 42357 members 
Entering Unmasked Estep 
Score: -2153729.250000 Penalty: 3465.393799
	Iteration 24Q: 3 clusters Score -2153729 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -2153748.500000 Penalty: 3465.393799
	Iteration 25Q: 3 clusters Score -2153748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -2153772.250000 Penalty: 3465.393799
	Iteration 26Q: 3 clusters Score -2153772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
Score: -2153789.750000 Penalty: 3465.393799
	Iteration 27Q: 3 clusters Score -2153790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -2153792.750000 Penalty: 3465.393799
	Iteration 28Q: 3 clusters Score -2153793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -2153795.750000 Penalty: 3465.393799
	Iteration 29Q: 3 clusters Score -2153796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -2153795.000000 Penalty: 3465.393799
	Iteration 30Q: 3 clusters Score -2153795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -2153795.000000 Penalty: 3465.393799
	Iteration 31F: 3 clusters Score -2153795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (186575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186575 members 
Entering Unmasked Estep 
Score: -9799876.000000 Penalty: 1972.195679
	Iteration 0F: 2 clusters Score -9799876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93364 members 
Mstep: Class 2 contains 93211 members 
Entering Unmasked Estep 
Score: -9674563.000000 Penalty: 3944.391357
	Iteration 0F: 3 clusters Score -9674563 nChanged 90077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95757 members 
Mstep: Class 2 contains 90818 members 
Entering Unmasked Estep 
Score: -9728007.000000 Penalty: 3944.391357
	Iteration 1F: 3 clusters Score -9728007 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97616 members 
Mstep: Class 2 contains 88959 members 
Entering Unmasked Estep 
Score: -9729721.000000 Penalty: 3944.391357
	Iteration 2Q: 3 clusters Score -9729721 nChanged 7516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100640 members 
Mstep: Class 2 contains 85935 members 
Entering Unmasked Estep 
Score: -9733295.000000 Penalty: 3944.391357
	Iteration 3Q: 3 clusters Score -9733295 nChanged 10552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105454 members 
Mstep: Class 2 contains 81121 members 
Entering Unmasked Estep 
Score: -9740122.000000 Penalty: 3944.391357
	Iteration 4F: 3 clusters Score -9740122 nChanged 14023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112777 members 
Mstep: Class 2 contains 73798 members 
Entering Unmasked Estep 
Score: -9751203.000000 Penalty: 3944.391357
	Iteration 5F: 3 clusters Score -9751203 nChanged 16203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122076 members 
Mstep: Class 2 contains 64499 members 
Entering Unmasked Estep 
Score: -9765448.000000 Penalty: 3944.391357
	Iteration 6F: 3 clusters Score -9765448 nChanged 15018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130752 members 
Mstep: Class 2 contains 55823 members 
Entering Unmasked Estep 
Score: -9779775.000000 Penalty: 3944.391357
	Iteration 7F: 3 clusters Score -9779775 nChanged 10715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136297 members 
Mstep: Class 2 contains 50278 members 
Entering Unmasked Estep 
Score: -9789452.000000 Penalty: 3944.391357
	Iteration 8F: 3 clusters Score -9789452 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139438 members 
Mstep: Class 2 contains 47137 members 
Entering Unmasked Estep 
Score: -9792776.000000 Penalty: 3944.391357
	Iteration 9Q: 3 clusters Score -9792776 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141801 members 
Mstep: Class 2 contains 44774 members 
Entering Unmasked Estep 
Score: -9794063.000000 Penalty: 3944.391357
	Iteration 10Q: 3 clusters Score -9794063 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143828 members 
Mstep: Class 2 contains 42747 members 
Entering Unmasked Estep 
Score: -9794964.000000 Penalty: 3944.391357
	Iteration 11Q: 3 clusters Score -9794964 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145578 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -9795458.000000 Penalty: 3944.391357
	Iteration 12Q: 3 clusters Score -9795458 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147145 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -9795881.000000 Penalty: 3944.391357
	Iteration 13Q: 3 clusters Score -9795881 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148631 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -9796296.000000 Penalty: 3944.391357
	Iteration 14Q: 3 clusters Score -9796296 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150008 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -9796592.000000 Penalty: 3944.391357
	Iteration 15Q: 3 clusters Score -9796592 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151332 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -9796876.000000 Penalty: 3944.391357
	Iteration 16Q: 3 clusters Score -9796876 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152575 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -9797118.000000 Penalty: 3944.391357
	Iteration 17Q: 3 clusters Score -9797118 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153756 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -9797336.000000 Penalty: 3944.391357
	Iteration 18Q: 3 clusters Score -9797336 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154862 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -9797537.000000 Penalty: 3944.391357
	Iteration 19Q: 3 clusters Score -9797537 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155916 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -9797708.000000 Penalty: 3944.391357
	Iteration 20F: 3 clusters Score -9797708 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156911 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -9797817.000000 Penalty: 3944.391357
	Iteration 21Q: 3 clusters Score -9797817 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157824 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -9797964.000000 Penalty: 3944.391357
	Iteration 22Q: 3 clusters Score -9797964 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158655 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -9798135.000000 Penalty: 3944.391357
	Iteration 23Q: 3 clusters Score -9798135 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159449 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -9798249.000000 Penalty: 3944.391357
	Iteration 24Q: 3 clusters Score -9798249 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160198 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -9798386.000000 Penalty: 3944.391357
	Iteration 25Q: 3 clusters Score -9798386 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160904 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -9798490.000000 Penalty: 3944.391357
	Iteration 26Q: 3 clusters Score -9798490 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161561 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -9798604.000000 Penalty: 3944.391357
	Iteration 27Q: 3 clusters Score -9798604 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162180 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -9798678.000000 Penalty: 3944.391357
	Iteration 28Q: 3 clusters Score -9798678 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162748 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -9798748.000000 Penalty: 3944.391357
	Iteration 29Q: 3 clusters Score -9798748 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163315 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -9798791.000000 Penalty: 3944.391357
	Iteration 30Q: 3 clusters Score -9798791 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163857 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -9798845.000000 Penalty: 3944.391357
	Iteration 31Q: 3 clusters Score -9798845 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164349 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -9798892.000000 Penalty: 3944.391357
	Iteration 32Q: 3 clusters Score -9798892 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164873 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -9798960.000000 Penalty: 3944.391357
	Iteration 33Q: 3 clusters Score -9798960 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165379 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -9799065.000000 Penalty: 3944.391357
	Iteration 34Q: 3 clusters Score -9799065 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165841 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -9799095.000000 Penalty: 3944.391357
	Iteration 35Q: 3 clusters Score -9799095 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166293 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -9799113.000000 Penalty: 3944.391357
	Iteration 36Q: 3 clusters Score -9799113 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166748 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -9799200.000000 Penalty: 3944.391357
	Iteration 37Q: 3 clusters Score -9799200 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167198 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -9799284.000000 Penalty: 3944.391357
	Iteration 38Q: 3 clusters Score -9799284 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167626 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -9799335.000000 Penalty: 3944.391357
	Iteration 39Q: 3 clusters Score -9799335 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168042 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -9799384.000000 Penalty: 3944.391357
	Iteration 40F: 3 clusters Score -9799384 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168445 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -9799418.000000 Penalty: 3944.391357
	Iteration 41Q: 3 clusters Score -9799418 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168811 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -9799410.000000 Penalty: 3944.391357
	Iteration 42Q: 3 clusters Score -9799410 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169159 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -9799481.000000 Penalty: 3944.391357
	Iteration 43Q: 3 clusters Score -9799481 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169481 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -9799500.000000 Penalty: 3944.391357
	Iteration 44Q: 3 clusters Score -9799500 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169769 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -9799542.000000 Penalty: 3944.391357
	Iteration 45Q: 3 clusters Score -9799542 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170080 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -9799562.000000 Penalty: 3944.391357
	Iteration 46Q: 3 clusters Score -9799562 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170326 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -9799594.000000 Penalty: 3944.391357
	Iteration 47Q: 3 clusters Score -9799594 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170533 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -9799603.000000 Penalty: 3944.391357
	Iteration 48Q: 3 clusters Score -9799603 nChanged 186
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15856 members 
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Mstep: Class 2 contains 15685 members 
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Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 175735 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -9799767 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175753 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -9799768 nChanged 22
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -9799782 nChanged 23
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -9799775 nChanged 22
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Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -9799775 nChanged 23
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Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -9799778 nChanged 20
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Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -9799776 nChanged 30
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Mstep: Class 1 contains 175909 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -9799782 nChanged 34
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Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -9799798 nChanged 32
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Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 176042 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -9799810 nChanged 41
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Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -9799818 nChanged 34
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Mstep: Class 1 contains 176117 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -9799810 nChanged 35
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Mstep: Class 1 contains 176150 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -9799789 nChanged 30
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Mstep: Class 1 contains 176180 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -9799794 nChanged 31
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Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -9799799 nChanged 34
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Mstep: Class 1 contains 176245 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -9799805 nChanged 37
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Mstep: Class 1 contains 176280 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -9799804 nChanged 31
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Mstep: Class 1 contains 176311 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -9799813 nChanged 23
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Mstep: Class 1 contains 176334 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -9799806 nChanged 24
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Mstep: Class 1 contains 176358 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -9799811 nChanged 17
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Mstep: Class 1 contains 176375 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -9799811 nChanged 27
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Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -9799822 nChanged 30
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Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -9799819 nChanged 30
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Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -9799826 nChanged 35
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Mstep: Class 1 contains 176497 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -9799837 nChanged 42
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Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -9799844 nChanged 42
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Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -9799851 nChanged 39
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Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -9799832 nChanged 26
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -9799828 nChanged 32
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -9799850 nChanged 32
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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 179Q: 3 clusters Score -9799857 nChanged 14
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -9799862 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -9799869 nChanged 16
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Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -9799882 nChanged 21
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Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -9799880 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -9799883 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 176903 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -9799876 nChanged 24
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Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -9799869 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -9799872 nChanged 24
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	Iteration 188Q: 3 clusters Score -9799857 nChanged 35
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -9799863 nChanged 29
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Mstep: Class 2 contains 9546 members 
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	Iteration 190Q: 3 clusters Score -9799866 nChanged 25
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Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -9799880 nChanged 28
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	Iteration 192Q: 3 clusters Score -9799876 nChanged 23
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	Iteration 193Q: 3 clusters Score -9799893 nChanged 20
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	Iteration 194Q: 3 clusters Score -9799908 nChanged 22
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	Iteration 195Q: 3 clusters Score -9799907 nChanged 20
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	Iteration 196Q: 3 clusters Score -9799895 nChanged 15
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -9799904 nChanged 14
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -9799901 nChanged 11
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Mstep: Class 1 contains 177207 members 
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -9799895 nChanged 10
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Mstep: Class 1 contains 177217 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -9799901 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 177229 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -9799898 nChanged 16
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Mstep: Class 2 contains 9330 members 
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	Iteration 202Q: 3 clusters Score -9799904 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 177261 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -9799891 nChanged 13
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Mstep: Class 1 contains 177274 members 
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	Iteration 204Q: 3 clusters Score -9799889 nChanged 13
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Mstep: Class 1 contains 177287 members 
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	Iteration 205Q: 3 clusters Score -9799899 nChanged 11
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Mstep: Class 1 contains 177298 members 
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	Iteration 206Q: 3 clusters Score -9799895 nChanged 13
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Mstep: Class 1 contains 177309 members 
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	Iteration 207Q: 3 clusters Score -9799895 nChanged 12
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Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -9799898 nChanged 7
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Entering Unmasked Estep 
Score: -9799902.000000 Penalty: 3944.391357
	Iteration 209Q: 3 clusters Score -9799902 nChanged 8
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -9799904 nChanged 8
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Mstep: Class 1 contains 177344 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -9799913.000000 Penalty: 3944.391357
	Iteration 211Q: 3 clusters Score -9799913 nChanged 6
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Mstep: Class 1 contains 177350 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -9799912 nChanged 8
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Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -9799919 nChanged 6
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Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -9799920 nChanged 8
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Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -9799917 nChanged 8
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Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -9799912 nChanged 3
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -9799919 nChanged 3
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	Iteration 218Q: 3 clusters Score -9799920 nChanged 1
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Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -9799922 nChanged 1
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -9799925 nChanged 4
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Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -9799922 nChanged 9
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Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -9799918 nChanged 5
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Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -9799921.000000 Penalty: 3944.391357
	Iteration 223Q: 3 clusters Score -9799921 nChanged 4
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	Iteration 224Q: 3 clusters Score -9799925 nChanged 3
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Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -9799926 nChanged 2
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Mstep: Class 2 contains 9162 members 
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	Iteration 226Q: 3 clusters Score -9799918 nChanged 5
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Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -9799920 nChanged 4
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	Iteration 228Q: 3 clusters Score -9799922 nChanged 5
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Entering Unmasked Estep 
Score: -9799932.000000 Penalty: 3944.391357
	Iteration 229Q: 3 clusters Score -9799932 nChanged 1
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	Iteration 230Q: 3 clusters Score -9799929 nChanged 1
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	Iteration 231Q: 3 clusters Score -9799925 nChanged 0
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Mstep: Class 1 contains 177429 members 
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Entering Unmasked Estep 
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	Iteration 232F: 3 clusters Score -9799925 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31682 members 
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Mstep: Class 3 contains 9146 members 
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Mstep: Class 6 contains 177429 members 
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Mstep: Class 9 contains 12848 members 
Mstep: Class 10 contains 7378 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195849 members 
Mstep: Class 16 contains 22700 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7793 members 
Mstep: Class 19 contains 9915 members 
Entering Unmasked Estep 
Score: -29085584.000000 Penalty: 34534.289062
Splitting cluster 6 changes total score from -29085740.000000 to -29085584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (42631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42631 members 
Entering Unmasked Estep 
Score: -2205179.500000 Penalty: 1732.304810
	Iteration 0F: 2 clusters Score -2205180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -2176595.750000 Penalty: 3464.609619
	Iteration 0F: 3 clusters Score -2176596 nChanged 20003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -2187742.000000 Penalty: 3464.609619
	Iteration 1F: 3 clusters Score -2187742 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -2188330.250000 Penalty: 3464.609619
	Iteration 2Q: 3 clusters Score -2188330 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -2189178.500000 Penalty: 3464.609619
	Iteration 3Q: 3 clusters Score -2189178 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2190449.500000 Penalty: 3464.609619
	Iteration 4F: 3 clusters Score -2190450 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2192543.250000 Penalty: 3464.609619
	Iteration 5F: 3 clusters Score -2192543 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2195595.750000 Penalty: 3464.609619
	Iteration 6F: 3 clusters Score -2195596 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2199013.750000 Penalty: 3464.609619
	Iteration 7F: 3 clusters Score -2199014 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2201552.000000 Penalty: 3464.609619
	Iteration 8F: 3 clusters Score -2201552 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2202900.000000 Penalty: 3464.609619
	Iteration 9Q: 3 clusters Score -2202900 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2203491.000000 Penalty: 3464.609619
	Iteration 10Q: 3 clusters Score -2203491 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2203737.750000 Penalty: 3464.609619
	Iteration 11Q: 3 clusters Score -2203738 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42067 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2203851.250000 Penalty: 3464.609619
	Iteration 12Q: 3 clusters Score -2203851 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2203916.500000 Penalty: 3464.609619
	Iteration 13Q: 3 clusters Score -2203916 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2203959.750000 Penalty: 3464.609619
	Iteration 14Q: 3 clusters Score -2203960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42185 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2203981.750000 Penalty: 3464.609619
	Iteration 15Q: 3 clusters Score -2203982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2203992.250000 Penalty: 3464.609619
	Iteration 16Q: 3 clusters Score -2203992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42192 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2204003.000000 Penalty: 3464.609619
	Iteration 17Q: 3 clusters Score -2204003 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2204029.250000 Penalty: 3464.609619
	Iteration 18Q: 3 clusters Score -2204029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2204047.500000 Penalty: 3464.609619
	Iteration 19Q: 3 clusters Score -2204048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2204056.500000 Penalty: 3464.609619
	Iteration 20F: 3 clusters Score -2204056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2204062.500000 Penalty: 3464.609619
	Iteration 21Q: 3 clusters Score -2204062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2204068.750000 Penalty: 3464.609619
	Iteration 22Q: 3 clusters Score -2204069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2204077.500000 Penalty: 3464.609619
	Iteration 23Q: 3 clusters Score -2204078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42213 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2204083.750000 Penalty: 3464.609619
	Iteration 24Q: 3 clusters Score -2204084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2204083.500000 Penalty: 3464.609619
	Iteration 25Q: 3 clusters Score -2204084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42213 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2204082.250000 Penalty: 3464.609619
	Iteration 26Q: 3 clusters Score -2204082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42212 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2204080.750000 Penalty: 3464.609619
	Iteration 27Q: 3 clusters Score -2204081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2204081.500000 Penalty: 3464.609619
	Iteration 28Q: 3 clusters Score -2204082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2204082.500000 Penalty: 3464.609619
	Iteration 29Q: 3 clusters Score -2204082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2204084.000000 Penalty: 3464.609619
	Iteration 30Q: 3 clusters Score -2204084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2204084.000000 Penalty: 3464.609619
	Iteration 31F: 3 clusters Score -2204084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Entering Unmasked Estep 
Score: -634022.062500 Penalty: 1537.403320
	Iteration 0F: 2 clusters Score -634022.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -625032.875000 Penalty: 3074.806641
	Iteration 0F: 3 clusters Score -625032.9 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -628049.687500 Penalty: 3074.806641
	Iteration 1F: 3 clusters Score -628049.7 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -628344.125000 Penalty: 3074.806641
	Iteration 2F: 3 clusters Score -628344.1 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -628617.250000 Penalty: 3074.806641
	Iteration 3F: 3 clusters Score -628617.2 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -628874.437500 Penalty: 3074.806641
	Iteration 4Q: 3 clusters Score -628874.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -629113.375000 Penalty: 3074.806641
	Iteration 5Q: 3 clusters Score -629113.4 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -629331.437500 Penalty: 3074.806641
	Iteration 6Q: 3 clusters Score -629331.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -629564.000000 Penalty: 3074.806641
	Iteration 7Q: 3 clusters Score -629564 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -629805.625000 Penalty: 3074.806641
	Iteration 8Q: 3 clusters Score -629805.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -630100.000000 Penalty: 3074.806641
	Iteration 9Q: 3 clusters Score -630100 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -630405.375000 Penalty: 3074.806641
	Iteration 10Q: 3 clusters Score -630405.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -630673.125000 Penalty: 3074.806641
	Iteration 11Q: 3 clusters Score -630673.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -630913.562500 Penalty: 3074.806641
	Iteration 12Q: 3 clusters Score -630913.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -631137.750000 Penalty: 3074.806641
	Iteration 13Q: 3 clusters Score -631137.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -631422.500000 Penalty: 3074.806641
	Iteration 14Q: 3 clusters Score -631422.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -631850.062500 Penalty: 3074.806641
	Iteration 15Q: 3 clusters Score -631850.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -632191.125000 Penalty: 3074.806641
	Iteration 16Q: 3 clusters Score -632191.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -632378.500000 Penalty: 3074.806641
	Iteration 17Q: 3 clusters Score -632378.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -632475.125000 Penalty: 3074.806641
	Iteration 18Q: 3 clusters Score -632475.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -632550.875000 Penalty: 3074.806641
	Iteration 19Q: 3 clusters Score -632550.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -632597.125000 Penalty: 3074.806641
	Iteration 20F: 3 clusters Score -632597.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -632630.625000 Penalty: 3074.806641
	Iteration 21Q: 3 clusters Score -632630.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -632649.500000 Penalty: 3074.806641
	Iteration 22Q: 3 clusters Score -632649.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -632660.125000 Penalty: 3074.806641
	Iteration 23Q: 3 clusters Score -632660.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -632665.750000 Penalty: 3074.806641
	Iteration 24Q: 3 clusters Score -632665.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -632669.125000 Penalty: 3074.806641
	Iteration 25Q: 3 clusters Score -632669.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -632672.812500 Penalty: 3074.806641
	Iteration 26Q: 3 clusters Score -632672.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -632672.437500 Penalty: 3074.806641
	Iteration 27Q: 3 clusters Score -632672.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -632675.875000 Penalty: 3074.806641
	Iteration 28Q: 3 clusters Score -632675.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -632676.562500 Penalty: 3074.806641
	Iteration 29Q: 3 clusters Score -632676.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -632677.687500 Penalty: 3074.806641
	Iteration 30Q: 3 clusters Score -632677.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -632678.875000 Penalty: 3074.806641
	Iteration 31Q: 3 clusters Score -632678.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -632679.812500 Penalty: 3074.806641
	Iteration 32Q: 3 clusters Score -632679.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -632681.312500 Penalty: 3074.806641
	Iteration 33Q: 3 clusters Score -632681.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -632683.875000 Penalty: 3074.806641
	Iteration 34Q: 3 clusters Score -632683.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -632688.000000 Penalty: 3074.806641
	Iteration 35Q: 3 clusters Score -632688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -632690.687500 Penalty: 3074.806641
	Iteration 36Q: 3 clusters Score -632690.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -632692.500000 Penalty: 3074.806641
	Iteration 37Q: 3 clusters Score -632692.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -632692.250000 Penalty: 3074.806641
	Iteration 38Q: 3 clusters Score -632692.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -632693.625000 Penalty: 3074.806641
	Iteration 39Q: 3 clusters Score -632693.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -632695.312500 Penalty: 3074.806641
	Iteration 40F: 3 clusters Score -632695.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -632696.062500 Penalty: 3074.806641
	Iteration 41Q: 3 clusters Score -632696.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -632697.437500 Penalty: 3074.806641
	Iteration 42Q: 3 clusters Score -632697.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -632702.937500 Penalty: 3074.806641
	Iteration 43Q: 3 clusters Score -632702.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -632702.187500 Penalty: 3074.806641
	Iteration 44Q: 3 clusters Score -632702.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -632703.000000 Penalty: 3074.806641
	Iteration 45Q: 3 clusters Score -632703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -632703.250000 Penalty: 3074.806641
	Iteration 46Q: 3 clusters Score -632703.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -632704.187500 Penalty: 3074.806641
	Iteration 47Q: 3 clusters Score -632704.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -632703.625000 Penalty: 3074.806641
	Iteration 48Q: 3 clusters Score -632703.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -632704.250000 Penalty: 3074.806641
	Iteration 49Q: 3 clusters Score -632704.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -632704.937500 Penalty: 3074.806641
	Iteration 50Q: 3 clusters Score -632704.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -632705.187500 Penalty: 3074.806641
	Iteration 51Q: 3 clusters Score -632705.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -632704.375000 Penalty: 3074.806641
	Iteration 52Q: 3 clusters Score -632704.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -632704.375000 Penalty: 3074.806641
	Iteration 53F: 3 clusters Score -632704.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Entering Unmasked Estep 
Score: -393860.625000 Penalty: 1447.266846
	Iteration 0F: 2 clusters Score -393860.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -388466.500000 Penalty: 2894.533691
	Iteration 0F: 3 clusters Score -388466.5 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -390160.406250 Penalty: 2894.533691
	Iteration 1F: 3 clusters Score -390160.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -390314.562500 Penalty: 2894.533691
	Iteration 2F: 3 clusters Score -390314.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -390411.468750 Penalty: 2894.533691
	Iteration 3Q: 3 clusters Score -390411.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -390495.281250 Penalty: 2894.533691
	Iteration 4Q: 3 clusters Score -390495.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -390588.406250 Penalty: 2894.533691
	Iteration 5Q: 3 clusters Score -390588.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -390722.156250 Penalty: 2894.533691
	Iteration 6Q: 3 clusters Score -390722.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -390891.687500 Penalty: 2894.533691
	Iteration 7Q: 3 clusters Score -390891.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -391122.281250 Penalty: 2894.533691
	Iteration 8Q: 3 clusters Score -391122.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -391423.500000 Penalty: 2894.533691
	Iteration 9F: 3 clusters Score -391423.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -391749.406250 Penalty: 2894.533691
	Iteration 10F: 3 clusters Score -391749.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -391998.906250 Penalty: 2894.533691
	Iteration 11Q: 3 clusters Score -391998.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -392188.500000 Penalty: 2894.533691
	Iteration 12Q: 3 clusters Score -392188.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -392329.437500 Penalty: 2894.533691
	Iteration 13Q: 3 clusters Score -392329.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -392422.656250 Penalty: 2894.533691
	Iteration 14Q: 3 clusters Score -392422.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -392485.093750 Penalty: 2894.533691
	Iteration 15Q: 3 clusters Score -392485.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -392524.062500 Penalty: 2894.533691
	Iteration 16Q: 3 clusters Score -392524.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -392551.656250 Penalty: 2894.533691
	Iteration 17Q: 3 clusters Score -392551.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -392566.593750 Penalty: 2894.533691
	Iteration 18Q: 3 clusters Score -392566.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -392581.875000 Penalty: 2894.533691
	Iteration 19Q: 3 clusters Score -392581.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -392590.531250 Penalty: 2894.533691
	Iteration 20F: 3 clusters Score -392590.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -392595.781250 Penalty: 2894.533691
	Iteration 21Q: 3 clusters Score -392595.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -392600.625000 Penalty: 2894.533691
	Iteration 22Q: 3 clusters Score -392600.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -392604.250000 Penalty: 2894.533691
	Iteration 23Q: 3 clusters Score -392604.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -392607.031250 Penalty: 2894.533691
	Iteration 24Q: 3 clusters Score -392607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -392608.437500 Penalty: 2894.533691
	Iteration 25Q: 3 clusters Score -392608.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -392610.500000 Penalty: 2894.533691
	Iteration 26Q: 3 clusters Score -392610.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -392611.843750 Penalty: 2894.533691
	Iteration 27Q: 3 clusters Score -392611.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -392612.593750 Penalty: 2894.533691
	Iteration 28Q: 3 clusters Score -392612.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -392613.156250 Penalty: 2894.533691
	Iteration 29Q: 3 clusters Score -392613.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -392613.156250 Penalty: 2894.533691
	Iteration 30F: 3 clusters Score -392613.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Entering Unmasked Estep 
Score: -207305.093750 Penalty: 1367.895020
	Iteration 0F: 2 clusters Score -207305.1 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 2180 members 
Entering Unmasked Estep 
Score: -203618.812500 Penalty: 2735.790039
	Iteration 0F: 3 clusters Score -203618.8 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -204668.312500 Penalty: 2735.790039
	Iteration 1F: 3 clusters Score -204668.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -204896.765625 Penalty: 2735.790039
	Iteration 2F: 3 clusters Score -204896.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -205106.015625 Penalty: 2735.790039
	Iteration 3F: 3 clusters Score -205106 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -205345.640625 Penalty: 2735.790039
	Iteration 4F: 3 clusters Score -205345.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -205603.078125 Penalty: 2735.790039
	Iteration 5F: 3 clusters Score -205603.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -205839.187500 Penalty: 2735.790039
	Iteration 6F: 3 clusters Score -205839.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -206000.343750 Penalty: 2735.790039
	Iteration 7Q: 3 clusters Score -206000.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -206125.968750 Penalty: 2735.790039
	Iteration 8Q: 3 clusters Score -206126 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -206226.859375 Penalty: 2735.790039
	Iteration 9Q: 3 clusters Score -206226.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -206292.625000 Penalty: 2735.790039
	Iteration 10Q: 3 clusters Score -206292.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -206330.671875 Penalty: 2735.790039
	Iteration 11Q: 3 clusters Score -206330.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -206358.125000 Penalty: 2735.790039
	Iteration 12Q: 3 clusters Score -206358.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -206378.812500 Penalty: 2735.790039
	Iteration 13Q: 3 clusters Score -206378.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -206399.609375 Penalty: 2735.790039
	Iteration 14Q: 3 clusters Score -206399.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -206418.078125 Penalty: 2735.790039
	Iteration 15Q: 3 clusters Score -206418.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -206440.062500 Penalty: 2735.790039
	Iteration 16Q: 3 clusters Score -206440.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -206459.656250 Penalty: 2735.790039
	Iteration 17Q: 3 clusters Score -206459.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -206475.343750 Penalty: 2735.790039
	Iteration 18Q: 3 clusters Score -206475.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -206487.515625 Penalty: 2735.790039
	Iteration 19Q: 3 clusters Score -206487.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -206493.625000 Penalty: 2735.790039
	Iteration 20F: 3 clusters Score -206493.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -206497.015625 Penalty: 2735.790039
	Iteration 21Q: 3 clusters Score -206497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -206497.671875 Penalty: 2735.790039
	Iteration 22Q: 3 clusters Score -206497.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -206498.031250 Penalty: 2735.790039
	Iteration 23Q: 3 clusters Score -206498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -206498.031250 Penalty: 2735.790039
	Iteration 24F: 3 clusters Score -206498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Entering Unmasked Estep 
Score: -506091.750000 Penalty: 1494.899414
	Iteration 0F: 2 clusters Score -506091.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -499074.250000 Penalty: 2989.798828
	Iteration 0F: 3 clusters Score -499074.2 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -501335.250000 Penalty: 2989.798828
	Iteration 1F: 3 clusters Score -501335.2 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -501572.500000 Penalty: 2989.798828
	Iteration 2F: 3 clusters Score -501572.5 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -501777.718750 Penalty: 2989.798828
	Iteration 3F: 3 clusters Score -501777.7 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -502007.000000 Penalty: 2989.798828
	Iteration 4Q: 3 clusters Score -502007 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -502325.781250 Penalty: 2989.798828
	Iteration 5F: 3 clusters Score -502325.8 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -502765.468750 Penalty: 2989.798828
	Iteration 6F: 3 clusters Score -502765.5 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -503312.562500 Penalty: 2989.798828
	Iteration 7F: 3 clusters Score -503312.6 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -503961.906250 Penalty: 2989.798828
	Iteration 8F: 3 clusters Score -503961.9 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -504530.937500 Penalty: 2989.798828
	Iteration 9F: 3 clusters Score -504530.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -504883.093750 Penalty: 2989.798828
	Iteration 10Q: 3 clusters Score -504883.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -505047.531250 Penalty: 2989.798828
	Iteration 11Q: 3 clusters Score -505047.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -505126.281250 Penalty: 2989.798828
	Iteration 12Q: 3 clusters Score -505126.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -505164.031250 Penalty: 2989.798828
	Iteration 13Q: 3 clusters Score -505164 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -505184.125000 Penalty: 2989.798828
	Iteration 14Q: 3 clusters Score -505184.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -505196.906250 Penalty: 2989.798828
	Iteration 15Q: 3 clusters Score -505196.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -505206.500000 Penalty: 2989.798828
	Iteration 16Q: 3 clusters Score -505206.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -505211.062500 Penalty: 2989.798828
	Iteration 17Q: 3 clusters Score -505211.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -505212.062500 Penalty: 2989.798828
	Iteration 18Q: 3 clusters Score -505212.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -505215.718750 Penalty: 2989.798828
	Iteration 19Q: 3 clusters Score -505215.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -505217.406250 Penalty: 2989.798828
	Iteration 20F: 3 clusters Score -505217.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -505220.687500 Penalty: 2989.798828
	Iteration 21Q: 3 clusters Score -505220.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -505221.468750 Penalty: 2989.798828
	Iteration 22Q: 3 clusters Score -505221.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -505221.468750 Penalty: 2989.798828
	Iteration 23F: 3 clusters Score -505221.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (195849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195849 members 
Entering Unmasked Estep 
Score: -9839432.000000 Penalty: 1980.078735
	Iteration 0F: 2 clusters Score -9839432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97644 members 
Mstep: Class 2 contains 98205 members 
Entering Unmasked Estep 
Score: -9707985.000000 Penalty: 3960.157471
	Iteration 0F: 3 clusters Score -9707985 nChanged 94877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91005 members 
Mstep: Class 2 contains 104844 members 
Entering Unmasked Estep 
Score: -9764866.000000 Penalty: 3960.157471
	Iteration 1F: 3 clusters Score -9764866 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86447 members 
Mstep: Class 2 contains 109402 members 
Entering Unmasked Estep 
Score: -9766727.000000 Penalty: 3960.157471
	Iteration 2Q: 3 clusters Score -9766727 nChanged 8480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79463 members 
Mstep: Class 2 contains 116386 members 
Entering Unmasked Estep 
Score: -9770159.000000 Penalty: 3960.157471
	Iteration 3Q: 3 clusters Score -9770159 nChanged 11594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69043 members 
Mstep: Class 2 contains 126806 members 
Entering Unmasked Estep 
Score: -9776795.000000 Penalty: 3960.157471
	Iteration 4F: 3 clusters Score -9776795 nChanged 15402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54775 members 
Mstep: Class 2 contains 141074 members 
Entering Unmasked Estep 
Score: -9788683.000000 Penalty: 3960.157471
	Iteration 5F: 3 clusters Score -9788683 nChanged 17514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 157464 members 
Entering Unmasked Estep 
Score: -9804844.000000 Penalty: 3960.157471
	Iteration 6F: 3 clusters Score -9804844 nChanged 15275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 171921 members 
Entering Unmasked Estep 
Score: -9820362.000000 Penalty: 3960.157471
	Iteration 7F: 3 clusters Score -9820362 nChanged 9802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 181095 members 
Entering Unmasked Estep 
Score: -9830173.000000 Penalty: 3960.157471
	Iteration 8F: 3 clusters Score -9830173 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 185567 members 
Entering Unmasked Estep 
Score: -9834899.000000 Penalty: 3960.157471
	Iteration 9Q: 3 clusters Score -9834899 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 187594 members 
Entering Unmasked Estep 
Score: -9837156.000000 Penalty: 3960.157471
	Iteration 10Q: 3 clusters Score -9837156 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 188479 members 
Entering Unmasked Estep 
Score: -9838237.000000 Penalty: 3960.157471
	Iteration 11Q: 3 clusters Score -9838237 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 188933 members 
Entering Unmasked Estep 
Score: -9838682.000000 Penalty: 3960.157471
	Iteration 12Q: 3 clusters Score -9838682 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 189267 members 
Entering Unmasked Estep 
Score: -9838901.000000 Penalty: 3960.157471
	Iteration 13Q: 3 clusters Score -9838901 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 189509 members 
Entering Unmasked Estep 
Score: -9839066.000000 Penalty: 3960.157471
	Iteration 14Q: 3 clusters Score -9839066 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 189713 members 
Entering Unmasked Estep 
Score: -9839113.000000 Penalty: 3960.157471
	Iteration 15Q: 3 clusters Score -9839113 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 189886 members 
Entering Unmasked Estep 
Score: -9839171.000000 Penalty: 3960.157471
	Iteration 16Q: 3 clusters Score -9839171 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 190016 members 
Entering Unmasked Estep 
Score: -9839229.000000 Penalty: 3960.157471
	Iteration 17Q: 3 clusters Score -9839229 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 190123 members 
Entering Unmasked Estep 
Score: -9839268.000000 Penalty: 3960.157471
	Iteration 18Q: 3 clusters Score -9839268 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 190188 members 
Entering Unmasked Estep 
Score: -9839255.000000 Penalty: 3960.157471
	Iteration 19Q: 3 clusters Score -9839255 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 190259 members 
Entering Unmasked Estep 
Score: -9839251.000000 Penalty: 3960.157471
	Iteration 20F: 3 clusters Score -9839251 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 190335 members 
Entering Unmasked Estep 
Score: -9839292.000000 Penalty: 3960.157471
	Iteration 21Q: 3 clusters Score -9839292 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 190396 members 
Entering Unmasked Estep 
Score: -9839301.000000 Penalty: 3960.157471
	Iteration 22Q: 3 clusters Score -9839301 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 190465 members 
Entering Unmasked Estep 
Score: -9839325.000000 Penalty: 3960.157471
	Iteration 23Q: 3 clusters Score -9839325 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 190518 members 
Entering Unmasked Estep 
Score: -9839340.000000 Penalty: 3960.157471
	Iteration 24Q: 3 clusters Score -9839340 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 190551 members 
Entering Unmasked Estep 
Score: -9839327.000000 Penalty: 3960.157471
	Iteration 25Q: 3 clusters Score -9839327 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 190588 members 
Entering Unmasked Estep 
Score: -9839342.000000 Penalty: 3960.157471
	Iteration 26Q: 3 clusters Score -9839342 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 190624 members 
Entering Unmasked Estep 
Score: -9839344.000000 Penalty: 3960.157471
	Iteration 27Q: 3 clusters Score -9839344 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 190649 members 
Entering Unmasked Estep 
Score: -9839354.000000 Penalty: 3960.157471
	Iteration 28Q: 3 clusters Score -9839354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 190673 members 
Entering Unmasked Estep 
Score: -9839353.000000 Penalty: 3960.157471
	Iteration 29Q: 3 clusters Score -9839353 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 190699 members 
Entering Unmasked Estep 
Score: -9839360.000000 Penalty: 3960.157471
	Iteration 30Q: 3 clusters Score -9839360 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 190719 members 
Entering Unmasked Estep 
Score: -9839365.000000 Penalty: 3960.157471
	Iteration 31Q: 3 clusters Score -9839365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 190729 members 
Entering Unmasked Estep 
Score: -9839364.000000 Penalty: 3960.157471
	Iteration 32Q: 3 clusters Score -9839364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 190737 members 
Entering Unmasked Estep 
Score: -9839363.000000 Penalty: 3960.157471
	Iteration 33Q: 3 clusters Score -9839363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 190746 members 
Entering Unmasked Estep 
Score: -9839355.000000 Penalty: 3960.157471
	Iteration 34Q: 3 clusters Score -9839355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 190755 members 
Entering Unmasked Estep 
Score: -9839355.000000 Penalty: 3960.157471
	Iteration 35Q: 3 clusters Score -9839355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 190762 members 
Entering Unmasked Estep 
Score: -9839358.000000 Penalty: 3960.157471
	Iteration 36Q: 3 clusters Score -9839358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 190771 members 
Entering Unmasked Estep 
Score: -9839364.000000 Penalty: 3960.157471
	Iteration 37Q: 3 clusters Score -9839364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 190780 members 
Entering Unmasked Estep 
Score: -9839355.000000 Penalty: 3960.157471
	Iteration 38Q: 3 clusters Score -9839355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 190784 members 
Entering Unmasked Estep 
Score: -9839369.000000 Penalty: 3960.157471
	Iteration 39Q: 3 clusters Score -9839369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 190788 members 
Entering Unmasked Estep 
Score: -9839373.000000 Penalty: 3960.157471
	Iteration 40F: 3 clusters Score -9839373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 190789 members 
Entering Unmasked Estep 
Score: -9839371.000000 Penalty: 3960.157471
	Iteration 41Q: 3 clusters Score -9839371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 190790 members 
Entering Unmasked Estep 
Score: -9839365.000000 Penalty: 3960.157471
	Iteration 42Q: 3 clusters Score -9839365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 190793 members 
Entering Unmasked Estep 
Score: -9839367.000000 Penalty: 3960.157471
	Iteration 43Q: 3 clusters Score -9839367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 190795 members 
Entering Unmasked Estep 
Score: -9839368.000000 Penalty: 3960.157471
	Iteration 44Q: 3 clusters Score -9839368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 190797 members 
Entering Unmasked Estep 
Score: -9839365.000000 Penalty: 3960.157471
	Iteration 45Q: 3 clusters Score -9839365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 190797 members 
Entering Unmasked Estep 
Score: -9839365.000000 Penalty: 3960.157471
	Iteration 46F: 3 clusters Score -9839365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Entering Unmasked Estep 
Score: -1175562.250000 Penalty: 1629.894531
	Iteration 0F: 2 clusters Score -1175562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1160189.750000 Penalty: 3259.789062
	Iteration 0F: 3 clusters Score -1160190 nChanged 10356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1165652.125000 Penalty: 3259.789062
	Iteration 1F: 3 clusters Score -1165652 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1165962.375000 Penalty: 3259.789062
	Iteration 2Q: 3 clusters Score -1165962 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1166262.500000 Penalty: 3259.789062
	Iteration 3Q: 3 clusters Score -1166262 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1166610.625000 Penalty: 3259.789062
	Iteration 4Q: 3 clusters Score -1166611 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1167006.750000 Penalty: 3259.789062
	Iteration 5Q: 3 clusters Score -1167007 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1167497.750000 Penalty: 3259.789062
	Iteration 6Q: 3 clusters Score -1167498 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1168119.875000 Penalty: 3259.789062
	Iteration 7F: 3 clusters Score -1168120 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1168941.250000 Penalty: 3259.789062
	Iteration 8F: 3 clusters Score -1168941 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1169881.875000 Penalty: 3259.789062
	Iteration 9F: 3 clusters Score -1169882 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1170793.750000 Penalty: 3259.789062
	Iteration 10F: 3 clusters Score -1170794 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1171503.875000 Penalty: 3259.789062
	Iteration 11F: 3 clusters Score -1171504 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1171916.000000 Penalty: 3259.789062
	Iteration 12Q: 3 clusters Score -1171916 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1172126.875000 Penalty: 3259.789062
	Iteration 13Q: 3 clusters Score -1172127 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -1172237.750000 Penalty: 3259.789062
	Iteration 14Q: 3 clusters Score -1172238 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1172305.000000 Penalty: 3259.789062
	Iteration 15Q: 3 clusters Score -1172305 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1172343.000000 Penalty: 3259.789062
	Iteration 16Q: 3 clusters Score -1172343 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1172380.125000 Penalty: 3259.789062
	Iteration 17Q: 3 clusters Score -1172380 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -1172403.250000 Penalty: 3259.789062
	Iteration 18Q: 3 clusters Score -1172403 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -1172425.500000 Penalty: 3259.789062
	Iteration 19Q: 3 clusters Score -1172426 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1172442.875000 Penalty: 3259.789062
	Iteration 20F: 3 clusters Score -1172443 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1172471.125000 Penalty: 3259.789062
	Iteration 21Q: 3 clusters Score -1172471 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -1172500.625000 Penalty: 3259.789062
	Iteration 22Q: 3 clusters Score -1172501 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -1172524.625000 Penalty: 3259.789062
	Iteration 23Q: 3 clusters Score -1172525 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -1172551.250000 Penalty: 3259.789062
	Iteration 24Q: 3 clusters Score -1172551 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -1172581.750000 Penalty: 3259.789062
	Iteration 25Q: 3 clusters Score -1172582 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -1172626.250000 Penalty: 3259.789062
	Iteration 26Q: 3 clusters Score -1172626 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -1172663.750000 Penalty: 3259.789062
	Iteration 27Q: 3 clusters Score -1172664 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -1172722.125000 Penalty: 3259.789062
	Iteration 28Q: 3 clusters Score -1172722 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -1172798.625000 Penalty: 3259.789062
	Iteration 29Q: 3 clusters Score -1172799 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -1172855.875000 Penalty: 3259.789062
	Iteration 30Q: 3 clusters Score -1172856 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -1172918.000000 Penalty: 3259.789062
	Iteration 31Q: 3 clusters Score -1172918 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -1172984.500000 Penalty: 3259.789062
	Iteration 32Q: 3 clusters Score -1172984 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -1173052.625000 Penalty: 3259.789062
	Iteration 33Q: 3 clusters Score -1173053 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -1173126.250000 Penalty: 3259.789062
	Iteration 34Q: 3 clusters Score -1173126 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -1173197.125000 Penalty: 3259.789062
	Iteration 35Q: 3 clusters Score -1173197 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -1173265.750000 Penalty: 3259.789062
	Iteration 36Q: 3 clusters Score -1173266 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -1173340.250000 Penalty: 3259.789062
	Iteration 37Q: 3 clusters Score -1173340 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -1173415.125000 Penalty: 3259.789062
	Iteration 38Q: 3 clusters Score -1173415 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -1173488.375000 Penalty: 3259.789062
	Iteration 39Q: 3 clusters Score -1173488 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -1173573.875000 Penalty: 3259.789062
	Iteration 40F: 3 clusters Score -1173574 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -1173660.625000 Penalty: 3259.789062
	Iteration 41Q: 3 clusters Score -1173661 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -1173736.125000 Penalty: 3259.789062
	Iteration 42Q: 3 clusters Score -1173736 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -1173803.125000 Penalty: 3259.789062
	Iteration 43Q: 3 clusters Score -1173803 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -1173873.125000 Penalty: 3259.789062
	Iteration 44Q: 3 clusters Score -1173873 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -1173932.750000 Penalty: 3259.789062
	Iteration 45Q: 3 clusters Score -1173933 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -1173986.375000 Penalty: 3259.789062
	Iteration 46Q: 3 clusters Score -1173986 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -1174028.500000 Penalty: 3259.789062
	Iteration 47Q: 3 clusters Score -1174028 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -1174082.500000 Penalty: 3259.789062
	Iteration 48Q: 3 clusters Score -1174082 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -1174130.625000 Penalty: 3259.789062
	Iteration 49Q: 3 clusters Score -1174131 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -1174173.625000 Penalty: 3259.789062
	Iteration 50Q: 3 clusters Score -1174174 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -1174198.875000 Penalty: 3259.789062
	Iteration 51Q: 3 clusters Score -1174199 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -1174227.000000 Penalty: 3259.789062
	Iteration 52Q: 3 clusters Score -1174227 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -1174248.375000 Penalty: 3259.789062
	Iteration 53Q: 3 clusters Score -1174248 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -1174274.125000 Penalty: 3259.789062
	Iteration 54Q: 3 clusters Score -1174274 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -1174288.125000 Penalty: 3259.789062
	Iteration 55Q: 3 clusters Score -1174288 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -1174302.500000 Penalty: 3259.789062
	Iteration 56Q: 3 clusters Score -1174302 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -1174314.000000 Penalty: 3259.789062
	Iteration 57Q: 3 clusters Score -1174314 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -1174322.250000 Penalty: 3259.789062
	Iteration 58Q: 3 clusters Score -1174322 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -1174333.625000 Penalty: 3259.789062
	Iteration 59Q: 3 clusters Score -1174334 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -1174347.875000 Penalty: 3259.789062
	Iteration 60F: 3 clusters Score -1174348 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -1174355.250000 Penalty: 3259.789062
	Iteration 61Q: 3 clusters Score -1174355 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -1174365.000000 Penalty: 3259.789062
	Iteration 62Q: 3 clusters Score -1174365 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -1174370.750000 Penalty: 3259.789062
	Iteration 63Q: 3 clusters Score -1174371 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -1174379.500000 Penalty: 3259.789062
	Iteration 64Q: 3 clusters Score -1174380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -1174392.125000 Penalty: 3259.789062
	Iteration 65Q: 3 clusters Score -1174392 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -1174402.125000 Penalty: 3259.789062
	Iteration 66Q: 3 clusters Score -1174402 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -1174411.250000 Penalty: 3259.789062
	Iteration 67Q: 3 clusters Score -1174411 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -1174418.750000 Penalty: 3259.789062
	Iteration 68Q: 3 clusters Score -1174419 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -1174424.375000 Penalty: 3259.789062
	Iteration 69Q: 3 clusters Score -1174424 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -1174429.000000 Penalty: 3259.789062
	Iteration 70Q: 3 clusters Score -1174429 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -1174432.250000 Penalty: 3259.789062
	Iteration 71Q: 3 clusters Score -1174432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -1174437.250000 Penalty: 3259.789062
	Iteration 72Q: 3 clusters Score -1174437 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -1174445.875000 Penalty: 3259.789062
	Iteration 73Q: 3 clusters Score -1174446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -1174454.875000 Penalty: 3259.789062
	Iteration 74Q: 3 clusters Score -1174455 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -1174460.250000 Penalty: 3259.789062
	Iteration 75Q: 3 clusters Score -1174460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -1174466.375000 Penalty: 3259.789062
	Iteration 76Q: 3 clusters Score -1174466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -1174472.875000 Penalty: 3259.789062
	Iteration 77Q: 3 clusters Score -1174473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -1174475.875000 Penalty: 3259.789062
	Iteration 78Q: 3 clusters Score -1174476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -1174481.500000 Penalty: 3259.789062
	Iteration 79Q: 3 clusters Score -1174482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -1174486.000000 Penalty: 3259.789062
	Iteration 80F: 3 clusters Score -1174486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -1174488.625000 Penalty: 3259.789062
	Iteration 81Q: 3 clusters Score -1174489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -1174489.375000 Penalty: 3259.789062
	Iteration 82Q: 3 clusters Score -1174489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -1174492.500000 Penalty: 3259.789062
	Iteration 83Q: 3 clusters Score -1174492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -1174493.000000 Penalty: 3259.789062
	Iteration 84Q: 3 clusters Score -1174493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -1174500.625000 Penalty: 3259.789062
	Iteration 85Q: 3 clusters Score -1174501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -1174498.625000 Penalty: 3259.789062
	Iteration 86Q: 3 clusters Score -1174499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -1174501.375000 Penalty: 3259.789062
	Iteration 87Q: 3 clusters Score -1174501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -1174504.000000 Penalty: 3259.789062
	Iteration 88Q: 3 clusters Score -1174504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -1174503.875000 Penalty: 3259.789062
	Iteration 89Q: 3 clusters Score -1174504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -1174504.750000 Penalty: 3259.789062
	Iteration 90Q: 3 clusters Score -1174505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -1174506.000000 Penalty: 3259.789062
	Iteration 91Q: 3 clusters Score -1174506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -1174506.500000 Penalty: 3259.789062
	Iteration 92Q: 3 clusters Score -1174506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -1174507.375000 Penalty: 3259.789062
	Iteration 93Q: 3 clusters Score -1174507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -1174506.375000 Penalty: 3259.789062
	Iteration 94Q: 3 clusters Score -1174506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -1174506.375000 Penalty: 3259.789062
	Iteration 95F: 3 clusters Score -1174506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Entering Unmasked Estep 
Score: -110021.398438 Penalty: 1266.189575
	Iteration 0F: 2 clusters Score -110021.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -107672.304688 Penalty: 2532.379150
	Iteration 0F: 3 clusters Score -107672.3 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -108261.656250 Penalty: 2532.379150
	Iteration 1F: 3 clusters Score -108261.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -108450.179688 Penalty: 2532.379150
	Iteration 2F: 3 clusters Score -108450.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -108643.578125 Penalty: 2532.379150
	Iteration 3F: 3 clusters Score -108643.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -108806.828125 Penalty: 2532.379150
	Iteration 4F: 3 clusters Score -108806.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -108945.554688 Penalty: 2532.379150
	Iteration 5F: 3 clusters Score -108945.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -109056.562500 Penalty: 2532.379150
	Iteration 6F: 3 clusters Score -109056.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -109132.562500 Penalty: 2532.379150
	Iteration 7Q: 3 clusters Score -109132.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -109200.132812 Penalty: 2532.379150
	Iteration 8Q: 3 clusters Score -109200.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -109258.968750 Penalty: 2532.379150
	Iteration 9Q: 3 clusters Score -109259 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -109290.570312 Penalty: 2532.379150
	Iteration 10Q: 3 clusters Score -109290.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -109309.046875 Penalty: 2532.379150
	Iteration 11Q: 3 clusters Score -109309 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -109324.531250 Penalty: 2532.379150
	Iteration 12Q: 3 clusters Score -109324.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -109333.929688 Penalty: 2532.379150
	Iteration 13Q: 3 clusters Score -109333.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -109342.664062 Penalty: 2532.379150
	Iteration 14Q: 3 clusters Score -109342.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -109348.554688 Penalty: 2532.379150
	Iteration 15Q: 3 clusters Score -109348.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -109351.070312 Penalty: 2532.379150
	Iteration 16Q: 3 clusters Score -109351.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -109352.765625 Penalty: 2532.379150
	Iteration 17Q: 3 clusters Score -109352.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -109354.898438 Penalty: 2532.379150
	Iteration 18Q: 3 clusters Score -109354.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -109356.953125 Penalty: 2532.379150
	Iteration 19Q: 3 clusters Score -109357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -109359.218750 Penalty: 2532.379150
	Iteration 20F: 3 clusters Score -109359.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -109362.601562 Penalty: 2532.379150
	Iteration 21Q: 3 clusters Score -109362.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -109365.984375 Penalty: 2532.379150
	Iteration 22Q: 3 clusters Score -109366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -109368.273438 Penalty: 2532.379150
	Iteration 23Q: 3 clusters Score -109368.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -109368.570312 Penalty: 2532.379150
	Iteration 24Q: 3 clusters Score -109368.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -109368.570312 Penalty: 2532.379150
	Iteration 25F: 3 clusters Score -109368.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Entering Unmasked Estep 
Score: -409581.468750 Penalty: 1456.159424
	Iteration 0F: 2 clusters Score -409581.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -403840.781250 Penalty: 2912.318848
	Iteration 0F: 3 clusters Score -403840.8 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -405555.187500 Penalty: 2912.318848
	Iteration 1F: 3 clusters Score -405555.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -405756.312500 Penalty: 2912.318848
	Iteration 2F: 3 clusters Score -405756.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -405917.625000 Penalty: 2912.318848
	Iteration 3F: 3 clusters Score -405917.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -406047.968750 Penalty: 2912.318848
	Iteration 4Q: 3 clusters Score -406048 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -406163.781250 Penalty: 2912.318848
	Iteration 5Q: 3 clusters Score -406163.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -406245.375000 Penalty: 2912.318848
	Iteration 6Q: 3 clusters Score -406245.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -406325.281250 Penalty: 2912.318848
	Iteration 7Q: 3 clusters Score -406325.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -406409.750000 Penalty: 2912.318848
	Iteration 8Q: 3 clusters Score -406409.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -406496.718750 Penalty: 2912.318848
	Iteration 9Q: 3 clusters Score -406496.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -406586.343750 Penalty: 2912.318848
	Iteration 10Q: 3 clusters Score -406586.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -406712.750000 Penalty: 2912.318848
	Iteration 11Q: 3 clusters Score -406712.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -406841.093750 Penalty: 2912.318848
	Iteration 12Q: 3 clusters Score -406841.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -407009.593750 Penalty: 2912.318848
	Iteration 13Q: 3 clusters Score -407009.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -407210.812500 Penalty: 2912.318848
	Iteration 14Q: 3 clusters Score -407210.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -407422.906250 Penalty: 2912.318848
	Iteration 15Q: 3 clusters Score -407422.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -407620.125000 Penalty: 2912.318848
	Iteration 16Q: 3 clusters Score -407620.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -407818.687500 Penalty: 2912.318848
	Iteration 17Q: 3 clusters Score -407818.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -407986.187500 Penalty: 2912.318848
	Iteration 18Q: 3 clusters Score -407986.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -408098.875000 Penalty: 2912.318848
	Iteration 19Q: 3 clusters Score -408098.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -408171.343750 Penalty: 2912.318848
	Iteration 20F: 3 clusters Score -408171.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -408209.156250 Penalty: 2912.318848
	Iteration 21Q: 3 clusters Score -408209.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -408233.187500 Penalty: 2912.318848
	Iteration 22Q: 3 clusters Score -408233.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -408259.468750 Penalty: 2912.318848
	Iteration 23Q: 3 clusters Score -408259.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -408274.812500 Penalty: 2912.318848
	Iteration 24Q: 3 clusters Score -408274.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -408286.937500 Penalty: 2912.318848
	Iteration 25Q: 3 clusters Score -408286.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -408298.781250 Penalty: 2912.318848
	Iteration 26Q: 3 clusters Score -408298.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -408316.125000 Penalty: 2912.318848
	Iteration 27Q: 3 clusters Score -408316.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -408329.218750 Penalty: 2912.318848
	Iteration 28Q: 3 clusters Score -408329.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -408334.375000 Penalty: 2912.318848
	Iteration 29Q: 3 clusters Score -408334.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -408336.718750 Penalty: 2912.318848
	Iteration 30Q: 3 clusters Score -408336.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -408338.156250 Penalty: 2912.318848
	Iteration 31Q: 3 clusters Score -408338.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -408338.812500 Penalty: 2912.318848
	Iteration 32Q: 3 clusters Score -408338.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -408341.343750 Penalty: 2912.318848
	Iteration 33Q: 3 clusters Score -408341.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -408341.750000 Penalty: 2912.318848
	Iteration 34Q: 3 clusters Score -408341.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -408343.625000 Penalty: 2912.318848
	Iteration 35Q: 3 clusters Score -408343.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -408345.781250 Penalty: 2912.318848
	Iteration 36Q: 3 clusters Score -408345.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -408351.718750 Penalty: 2912.318848
	Iteration 37Q: 3 clusters Score -408351.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -408352.531250 Penalty: 2912.318848
	Iteration 38Q: 3 clusters Score -408352.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -408354.250000 Penalty: 2912.318848
	Iteration 39Q: 3 clusters Score -408354.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -408354.250000 Penalty: 2912.318848
	Iteration 40F: 3 clusters Score -408354.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Entering Unmasked Estep 
Score: -542631.437500 Penalty: 1495.293213
	Iteration 0F: 2 clusters Score -542631.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -535480.625000 Penalty: 2990.586426
	Iteration 0F: 3 clusters Score -535480.6 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -537645.437500 Penalty: 2990.586426
	Iteration 1F: 3 clusters Score -537645.4 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -537824.812500 Penalty: 2990.586426
	Iteration 2F: 3 clusters Score -537824.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -537978.687500 Penalty: 2990.586426
	Iteration 3Q: 3 clusters Score -537978.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -538112.000000 Penalty: 2990.586426
	Iteration 4Q: 3 clusters Score -538112 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -538240.937500 Penalty: 2990.586426
	Iteration 5Q: 3 clusters Score -538240.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -538395.687500 Penalty: 2990.586426
	Iteration 6Q: 3 clusters Score -538395.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -538619.062500 Penalty: 2990.586426
	Iteration 7Q: 3 clusters Score -538619.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -538885.875000 Penalty: 2990.586426
	Iteration 8Q: 3 clusters Score -538885.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -539240.187500 Penalty: 2990.586426
	Iteration 9F: 3 clusters Score -539240.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -539664.687500 Penalty: 2990.586426
	Iteration 10F: 3 clusters Score -539664.7 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -540070.812500 Penalty: 2990.586426
	Iteration 11F: 3 clusters Score -540070.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -540406.250000 Penalty: 2990.586426
	Iteration 12Q: 3 clusters Score -540406.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -540620.625000 Penalty: 2990.586426
	Iteration 13Q: 3 clusters Score -540620.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -540739.312500 Penalty: 2990.586426
	Iteration 14Q: 3 clusters Score -540739.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -540813.937500 Penalty: 2990.586426
	Iteration 15Q: 3 clusters Score -540813.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -540875.187500 Penalty: 2990.586426
	Iteration 16Q: 3 clusters Score -540875.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -540938.937500 Penalty: 2990.586426
	Iteration 17Q: 3 clusters Score -540938.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -540991.125000 Penalty: 2990.586426
	Iteration 18Q: 3 clusters Score -540991.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -541036.375000 Penalty: 2990.586426
	Iteration 19Q: 3 clusters Score -541036.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -541076.250000 Penalty: 2990.586426
	Iteration 20F: 3 clusters Score -541076.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -541112.437500 Penalty: 2990.586426
	Iteration 21Q: 3 clusters Score -541112.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -541140.062500 Penalty: 2990.586426
	Iteration 22Q: 3 clusters Score -541140.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -541165.562500 Penalty: 2990.586426
	Iteration 23Q: 3 clusters Score -541165.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -541192.375000 Penalty: 2990.586426
	Iteration 24Q: 3 clusters Score -541192.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -541214.437500 Penalty: 2990.586426
	Iteration 25Q: 3 clusters Score -541214.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -541236.875000 Penalty: 2990.586426
	Iteration 26Q: 3 clusters Score -541236.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -541253.000000 Penalty: 2990.586426
	Iteration 27Q: 3 clusters Score -541253 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -541263.875000 Penalty: 2990.586426
	Iteration 28Q: 3 clusters Score -541263.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -541272.937500 Penalty: 2990.586426
	Iteration 29Q: 3 clusters Score -541272.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -541283.062500 Penalty: 2990.586426
	Iteration 30Q: 3 clusters Score -541283.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -541295.250000 Penalty: 2990.586426
	Iteration 31Q: 3 clusters Score -541295.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -541307.312500 Penalty: 2990.586426
	Iteration 32Q: 3 clusters Score -541307.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -541314.312500 Penalty: 2990.586426
	Iteration 33Q: 3 clusters Score -541314.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -541320.500000 Penalty: 2990.586426
	Iteration 34Q: 3 clusters Score -541320.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -541324.187500 Penalty: 2990.586426
	Iteration 35Q: 3 clusters Score -541324.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -541328.812500 Penalty: 2990.586426
	Iteration 36Q: 3 clusters Score -541328.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -541332.125000 Penalty: 2990.586426
	Iteration 37Q: 3 clusters Score -541332.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -541334.250000 Penalty: 2990.586426
	Iteration 38Q: 3 clusters Score -541334.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -541335.750000 Penalty: 2990.586426
	Iteration 39Q: 3 clusters Score -541335.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -541336.125000 Penalty: 2990.586426
	Iteration 40F: 3 clusters Score -541336.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -541338.500000 Penalty: 2990.586426
	Iteration 41Q: 3 clusters Score -541338.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -541339.937500 Penalty: 2990.586426
	Iteration 42Q: 3 clusters Score -541339.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -541340.187500 Penalty: 2990.586426
	Iteration 43Q: 3 clusters Score -541340.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -541341.250000 Penalty: 2990.586426
	Iteration 44Q: 3 clusters Score -541341.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -541342.062500 Penalty: 2990.586426
	Iteration 45Q: 3 clusters Score -541342.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -541343.562500 Penalty: 2990.586426
	Iteration 46Q: 3 clusters Score -541343.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -541342.812500 Penalty: 2990.586426
	Iteration 47Q: 3 clusters Score -541342.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -541344.250000 Penalty: 2990.586426
	Iteration 48Q: 3 clusters Score -541344.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -541344.562500 Penalty: 2990.586426
	Iteration 49Q: 3 clusters Score -541344.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -541345.937500 Penalty: 2990.586426
	Iteration 50Q: 3 clusters Score -541345.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -541347.937500 Penalty: 2990.586426
	Iteration 51Q: 3 clusters Score -541347.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -541350.187500 Penalty: 2990.586426
	Iteration 52Q: 3 clusters Score -541350.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -541351.250000 Penalty: 2990.586426
	Iteration 53Q: 3 clusters Score -541351.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -541351.062500 Penalty: 2990.586426
	Iteration 54Q: 3 clusters Score -541351.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -541351.312500 Penalty: 2990.586426
	Iteration 55Q: 3 clusters Score -541351.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -541351.312500 Penalty: 2990.586426
	Iteration 56F: 3 clusters Score -541351.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 2123 members 
Mstep: Class 4 contains 7721 members 
Mstep: Class 5 contains 42734 members 
Mstep: Class 6 contains 186575 members 
Mstep: Class 8 contains 42631 members 
Mstep: Class 9 contains 12848 members 
Mstep: Class 10 contains 7378 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195849 members 
Mstep: Class 16 contains 22700 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7793 members 
Mstep: Class 19 contains 9915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085800.000000 Penalty: 32375.896484
Iteration 119Q: 16 clusters Score -2.90858e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 2115 members 
Mstep: Class 4 contains 7727 members 
Mstep: Class 5 contains 42733 members 
Mstep: Class 6 contains 186588 members 
Mstep: Class 8 contains 42627 members 
Mstep: Class 9 contains 12848 members 
Mstep: Class 10 contains 7378 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195853 members 
Mstep: Class 16 contains 22693 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7792 members 
Mstep: Class 19 contains 9913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085772.000000 Penalty: 32375.896484
Iteration 120F: 16 clusters Score -2.908577e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 4 contains 7731 members 
Mstep: Class 5 contains 42731 members 
Mstep: Class 6 contains 186595 members 
Mstep: Class 8 contains 42626 members 
Mstep: Class 9 contains 12848 members 
Mstep: Class 10 contains 7378 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195860 members 
Mstep: Class 16 contains 22686 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7789 members 
Mstep: Class 19 contains 9912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085760.000000 Penalty: 32375.896484
Iteration 121Q: 16 clusters Score -2.908576e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 2102 members 
Mstep: Class 4 contains 7731 members 
Mstep: Class 5 contains 42729 members 
Mstep: Class 6 contains 186608 members 
Mstep: Class 8 contains 42625 members 
Mstep: Class 9 contains 12847 members 
Mstep: Class 10 contains 7378 members 
Mstep: Class 11 contains 4528 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195862 members 
Mstep: Class 16 contains 22678 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7789 members 
Mstep: Class 19 contains 9912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085820.000000 Penalty: 32375.896484
Iteration 122Q: 16 clusters Score -2.908582e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 2096 members 
Mstep: Class 4 contains 7736 members 
Mstep: Class 5 contains 42727 members 
Mstep: Class 6 contains 186617 members 
Mstep: Class 8 contains 42622 members 
Mstep: Class 9 contains 12847 members 
Mstep: Class 10 contains 7378 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195858 members 
Mstep: Class 16 contains 22673 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7790 members 
Mstep: Class 19 contains 9912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085802.000000 Penalty: 32375.896484
Iteration 123Q: 16 clusters Score -2.90858e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 2090 members 
Mstep: Class 4 contains 7740 members 
Mstep: Class 5 contains 42727 members 
Mstep: Class 6 contains 186625 members 
Mstep: Class 8 contains 42623 members 
Mstep: Class 9 contains 12847 members 
Mstep: Class 10 contains 7378 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195856 members 
Mstep: Class 16 contains 22665 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7790 members 
Mstep: Class 19 contains 9912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085834.000000 Penalty: 32375.896484
Iteration 124Q: 16 clusters Score -2.908583e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7736 members 
Mstep: Class 5 contains 42726 members 
Mstep: Class 6 contains 186633 members 
Mstep: Class 8 contains 42624 members 
Mstep: Class 9 contains 12847 members 
Mstep: Class 10 contains 7378 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195862 members 
Mstep: Class 16 contains 22658 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7787 members 
Mstep: Class 19 contains 9912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085796.000000 Penalty: 32375.896484
Iteration 125Q: 16 clusters Score -2.90858e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7736 members 
Mstep: Class 5 contains 42725 members 
Mstep: Class 6 contains 186634 members 
Mstep: Class 8 contains 42623 members 
Mstep: Class 9 contains 12847 members 
Mstep: Class 10 contains 7378 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195869 members 
Mstep: Class 16 contains 22649 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7784 members 
Mstep: Class 19 contains 9912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085818.000000 Penalty: 32375.896484
Iteration 126Q: 16 clusters Score -2.908582e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7734 members 
Mstep: Class 5 contains 42724 members 
Mstep: Class 6 contains 186634 members 
Mstep: Class 8 contains 42623 members 
Mstep: Class 9 contains 12847 members 
Mstep: Class 10 contains 7378 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195882 members 
Mstep: Class 16 contains 22639 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7783 members 
Mstep: Class 19 contains 9912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085832.000000 Penalty: 32375.896484
Iteration 127Q: 16 clusters Score -2.908583e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7731 members 
Mstep: Class 5 contains 42723 members 
Mstep: Class 6 contains 186636 members 
Mstep: Class 8 contains 42618 members 
Mstep: Class 9 contains 12847 members 
Mstep: Class 10 contains 7378 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195896 members 
Mstep: Class 16 contains 22631 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7785 members 
Mstep: Class 19 contains 9912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085832.000000 Penalty: 32375.896484
Iteration 128Q: 16 clusters Score -2.908583e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7731 members 
Mstep: Class 5 contains 42723 members 
Mstep: Class 6 contains 186638 members 
Mstep: Class 8 contains 42615 members 
Mstep: Class 9 contains 12847 members 
Mstep: Class 10 contains 7378 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195903 members 
Mstep: Class 16 contains 22626 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7783 members 
Mstep: Class 19 contains 9912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085828.000000 Penalty: 32375.896484
Iteration 129Q: 16 clusters Score -2.908583e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7735 members 
Mstep: Class 5 contains 42723 members 
Mstep: Class 6 contains 186643 members 
Mstep: Class 8 contains 42616 members 
Mstep: Class 9 contains 12847 members 
Mstep: Class 10 contains 7378 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195895 members 
Mstep: Class 16 contains 22623 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7782 members 
Mstep: Class 19 contains 9913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085826.000000 Penalty: 32375.896484
Iteration 130Q: 16 clusters Score -2.908583e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7737 members 
Mstep: Class 5 contains 42723 members 
Mstep: Class 6 contains 186647 members 
Mstep: Class 8 contains 42615 members 
Mstep: Class 9 contains 12847 members 
Mstep: Class 10 contains 7378 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195892 members 
Mstep: Class 16 contains 22622 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7781 members 
Mstep: Class 19 contains 9912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085826.000000 Penalty: 32375.896484
Iteration 131Q: 16 clusters Score -2.908583e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7738 members 
Mstep: Class 5 contains 42723 members 
Mstep: Class 6 contains 186648 members 
Mstep: Class 8 contains 42615 members 
Mstep: Class 9 contains 12847 members 
Mstep: Class 10 contains 7378 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195897 members 
Mstep: Class 16 contains 22616 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7781 members 
Mstep: Class 19 contains 9911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085812.000000 Penalty: 32375.896484
Iteration 132Q: 16 clusters Score -2.908581e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7734 members 
Mstep: Class 5 contains 42723 members 
Mstep: Class 6 contains 186650 members 
Mstep: Class 8 contains 42614 members 
Mstep: Class 9 contains 12847 members 
Mstep: Class 10 contains 7378 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195905 members 
Mstep: Class 16 contains 22612 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7781 members 
Mstep: Class 19 contains 9909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085802.000000 Penalty: 32375.896484
Iteration 133Q: 16 clusters Score -2.90858e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7731 members 
Mstep: Class 5 contains 42723 members 
Mstep: Class 6 contains 186653 members 
Mstep: Class 8 contains 42614 members 
Mstep: Class 9 contains 12847 members 
Mstep: Class 10 contains 7378 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195907 members 
Mstep: Class 16 contains 22611 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7781 members 
Mstep: Class 19 contains 9907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085820.000000 Penalty: 32375.896484
Iteration 134Q: 16 clusters Score -2.908582e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7729 members 
Mstep: Class 5 contains 42723 members 
Mstep: Class 6 contains 186655 members 
Mstep: Class 8 contains 42613 members 
Mstep: Class 9 contains 12847 members 
Mstep: Class 10 contains 7378 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195910 members 
Mstep: Class 16 contains 22610 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7781 members 
Mstep: Class 19 contains 9906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085794.000000 Penalty: 32375.896484
Iteration 135Q: 16 clusters Score -2.908579e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7729 members 
Mstep: Class 5 contains 42723 members 
Mstep: Class 6 contains 186658 members 
Mstep: Class 8 contains 42613 members 
Mstep: Class 9 contains 12847 members 
Mstep: Class 10 contains 7378 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195909 members 
Mstep: Class 16 contains 22608 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7781 members 
Mstep: Class 19 contains 9906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085798.000000 Penalty: 32375.896484
Iteration 136Q: 16 clusters Score -2.90858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7731 members 
Mstep: Class 5 contains 42722 members 
Mstep: Class 6 contains 186659 members 
Mstep: Class 8 contains 42613 members 
Mstep: Class 9 contains 12847 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195909 members 
Mstep: Class 16 contains 22605 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7781 members 
Mstep: Class 19 contains 9906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085812.000000 Penalty: 32375.896484
Iteration 137Q: 16 clusters Score -2.908581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7733 members 
Mstep: Class 5 contains 42722 members 
Mstep: Class 6 contains 186660 members 
Mstep: Class 8 contains 42613 members 
Mstep: Class 9 contains 12847 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195908 members 
Mstep: Class 16 contains 22602 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7782 members 
Mstep: Class 19 contains 9906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085804.000000 Penalty: 32375.896484
Iteration 138Q: 16 clusters Score -2.90858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7732 members 
Mstep: Class 5 contains 42722 members 
Mstep: Class 6 contains 186661 members 
Mstep: Class 8 contains 42613 members 
Mstep: Class 9 contains 12847 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195905 members 
Mstep: Class 16 contains 22605 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7782 members 
Mstep: Class 19 contains 9906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085804.000000 Penalty: 32375.896484
Iteration 139Q: 16 clusters Score -2.90858e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7729 members 
Mstep: Class 5 contains 42722 members 
Mstep: Class 6 contains 186662 members 
Mstep: Class 8 contains 42613 members 
Mstep: Class 9 contains 12847 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195907 members 
Mstep: Class 16 contains 22605 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7782 members 
Mstep: Class 19 contains 9906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085802.000000 Penalty: 32375.896484
Iteration 140F: 16 clusters Score -2.90858e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7728 members 
Mstep: Class 5 contains 42722 members 
Mstep: Class 6 contains 186665 members 
Mstep: Class 8 contains 42613 members 
Mstep: Class 9 contains 12848 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195906 members 
Mstep: Class 16 contains 22603 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7782 members 
Mstep: Class 19 contains 9906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085808.000000 Penalty: 32375.896484
Iteration 141Q: 16 clusters Score -2.908581e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7726 members 
Mstep: Class 5 contains 42722 members 
Mstep: Class 6 contains 186667 members 
Mstep: Class 8 contains 42613 members 
Mstep: Class 9 contains 12848 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195902 members 
Mstep: Class 16 contains 22607 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7782 members 
Mstep: Class 19 contains 9906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085824.000000 Penalty: 32375.896484
Iteration 142Q: 16 clusters Score -2.908582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7724 members 
Mstep: Class 5 contains 42722 members 
Mstep: Class 6 contains 186670 members 
Mstep: Class 8 contains 42614 members 
Mstep: Class 9 contains 12848 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195899 members 
Mstep: Class 16 contains 22608 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7782 members 
Mstep: Class 19 contains 9906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085810.000000 Penalty: 32375.896484
Iteration 143Q: 16 clusters Score -2.908581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7722 members 
Mstep: Class 5 contains 42722 members 
Mstep: Class 6 contains 186673 members 
Mstep: Class 8 contains 42612 members 
Mstep: Class 9 contains 12848 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195899 members 
Mstep: Class 16 contains 22609 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7782 members 
Mstep: Class 19 contains 9906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085800.000000 Penalty: 32375.896484
Iteration 144Q: 16 clusters Score -2.90858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7722 members 
Mstep: Class 5 contains 42722 members 
Mstep: Class 6 contains 186674 members 
Mstep: Class 8 contains 42611 members 
Mstep: Class 9 contains 12848 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195900 members 
Mstep: Class 16 contains 22608 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7782 members 
Mstep: Class 19 contains 9906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085792.000000 Penalty: 32375.896484
Iteration 145Q: 16 clusters Score -2.908579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7721 members 
Mstep: Class 5 contains 42722 members 
Mstep: Class 6 contains 186674 members 
Mstep: Class 8 contains 42611 members 
Mstep: Class 9 contains 12848 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195902 members 
Mstep: Class 16 contains 22607 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7782 members 
Mstep: Class 19 contains 9906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085792.000000 Penalty: 32375.896484
Iteration 146Q: 16 clusters Score -2.908579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7723 members 
Mstep: Class 5 contains 42722 members 
Mstep: Class 6 contains 186674 members 
Mstep: Class 8 contains 42611 members 
Mstep: Class 9 contains 12848 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195901 members 
Mstep: Class 16 contains 22606 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7782 members 
Mstep: Class 19 contains 9906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085794.000000 Penalty: 32375.896484
Iteration 147Q: 16 clusters Score -2.908579e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7730 members 
Mstep: Class 5 contains 42722 members 
Mstep: Class 6 contains 186674 members 
Mstep: Class 8 contains 42611 members 
Mstep: Class 9 contains 12848 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195899 members 
Mstep: Class 16 contains 22601 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7782 members 
Mstep: Class 19 contains 9906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085826.000000 Penalty: 32375.896484
Iteration 148Q: 16 clusters Score -2.908583e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7728 members 
Mstep: Class 5 contains 42722 members 
Mstep: Class 6 contains 186675 members 
Mstep: Class 8 contains 42611 members 
Mstep: Class 9 contains 12848 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195899 members 
Mstep: Class 16 contains 22602 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7782 members 
Mstep: Class 19 contains 9906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085822.000000 Penalty: 32375.896484
Iteration 149Q: 16 clusters Score -2.908582e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7729 members 
Mstep: Class 5 contains 42722 members 
Mstep: Class 6 contains 186676 members 
Mstep: Class 8 contains 42611 members 
Mstep: Class 9 contains 12848 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195898 members 
Mstep: Class 16 contains 22601 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7782 members 
Mstep: Class 19 contains 9906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085824.000000 Penalty: 32375.896484
Iteration 150Q: 16 clusters Score -2.908582e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7727 members 
Mstep: Class 5 contains 42722 members 
Mstep: Class 6 contains 186677 members 
Mstep: Class 8 contains 42611 members 
Mstep: Class 9 contains 12848 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195898 members 
Mstep: Class 16 contains 22602 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7782 members 
Mstep: Class 19 contains 9906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085824.000000 Penalty: 32375.896484
Iteration 151Q: 16 clusters Score -2.908582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7726 members 
Mstep: Class 5 contains 42722 members 
Mstep: Class 6 contains 186676 members 
Mstep: Class 8 contains 42611 members 
Mstep: Class 9 contains 12848 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195902 members 
Mstep: Class 16 contains 22600 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7782 members 
Mstep: Class 19 contains 9906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085842.000000 Penalty: 32375.896484
Iteration 152Q: 16 clusters Score -2.908584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7725 members 
Mstep: Class 5 contains 42722 members 
Mstep: Class 6 contains 186676 members 
Mstep: Class 8 contains 42611 members 
Mstep: Class 9 contains 12848 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195902 members 
Mstep: Class 16 contains 22601 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7782 members 
Mstep: Class 19 contains 9906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085836.000000 Penalty: 32375.896484
Iteration 153Q: 16 clusters Score -2.908584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7726 members 
Mstep: Class 5 contains 42722 members 
Mstep: Class 6 contains 186676 members 
Mstep: Class 8 contains 42611 members 
Mstep: Class 9 contains 12848 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195903 members 
Mstep: Class 16 contains 22599 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7782 members 
Mstep: Class 19 contains 9906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085836.000000 Penalty: 32375.896484
Iteration 154Q: 16 clusters Score -2.908584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7725 members 
Mstep: Class 5 contains 42722 members 
Mstep: Class 6 contains 186676 members 
Mstep: Class 8 contains 42611 members 
Mstep: Class 9 contains 12848 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195905 members 
Mstep: Class 16 contains 22598 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7782 members 
Mstep: Class 19 contains 9906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085832.000000 Penalty: 32375.896484
Iteration 155Q: 16 clusters Score -2.908583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7724 members 
Mstep: Class 5 contains 42722 members 
Mstep: Class 6 contains 186676 members 
Mstep: Class 8 contains 42611 members 
Mstep: Class 9 contains 12848 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195906 members 
Mstep: Class 16 contains 22598 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7782 members 
Mstep: Class 19 contains 9906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085842.000000 Penalty: 32375.896484
Iteration 156Q: 16 clusters Score -2.908584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7723 members 
Mstep: Class 5 contains 42722 members 
Mstep: Class 6 contains 186676 members 
Mstep: Class 8 contains 42611 members 
Mstep: Class 9 contains 12848 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195907 members 
Mstep: Class 16 contains 22598 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7782 members 
Mstep: Class 19 contains 9906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085840.000000 Penalty: 32375.896484
Iteration 157Q: 16 clusters Score -2.908584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7723 members 
Mstep: Class 5 contains 42722 members 
Mstep: Class 6 contains 186676 members 
Mstep: Class 8 contains 42611 members 
Mstep: Class 9 contains 12848 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195907 members 
Mstep: Class 16 contains 22598 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7782 members 
Mstep: Class 19 contains 9906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085846.000000 Penalty: 32375.896484
Iteration 158Q: 16 clusters Score -2.908585e+07 nChanged 3
Entering ConstructFrom: 
Score: -29085846.000000 Penalty: 32375.896484
Entering ConstructFrom: 
Trying to split cluster 1 (31706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Entering Unmasked Estep 
Score: -1683266.750000 Penalty: 1684.192505
	Iteration 0F: 2 clusters Score -1683267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -1661905.000000 Penalty: 3368.385010
	Iteration 0F: 3 clusters Score -1661905 nChanged 14621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -1670104.500000 Penalty: 3368.385010
	Iteration 1F: 3 clusters Score -1670104 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1670486.250000 Penalty: 3368.385010
	Iteration 2Q: 3 clusters Score -1670486 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1670859.625000 Penalty: 3368.385010
	Iteration 3Q: 3 clusters Score -1670860 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1671272.875000 Penalty: 3368.385010
	Iteration 4Q: 3 clusters Score -1671273 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1671885.875000 Penalty: 3368.385010
	Iteration 5Q: 3 clusters Score -1671886 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1672787.000000 Penalty: 3368.385010
	Iteration 6Q: 3 clusters Score -1672787 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1674067.375000 Penalty: 3368.385010
	Iteration 7F: 3 clusters Score -1674067 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1675621.375000 Penalty: 3368.385010
	Iteration 8F: 3 clusters Score -1675621 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1677103.375000 Penalty: 3368.385010
	Iteration 9F: 3 clusters Score -1677103 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1678302.500000 Penalty: 3368.385010
	Iteration 10Q: 3 clusters Score -1678302 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1679237.500000 Penalty: 3368.385010
	Iteration 11Q: 3 clusters Score -1679238 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1679932.625000 Penalty: 3368.385010
	Iteration 12Q: 3 clusters Score -1679933 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1680468.500000 Penalty: 3368.385010
	Iteration 13Q: 3 clusters Score -1680468 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1680895.875000 Penalty: 3368.385010
	Iteration 14Q: 3 clusters Score -1680896 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1681197.875000 Penalty: 3368.385010
	Iteration 15Q: 3 clusters Score -1681198 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1681413.500000 Penalty: 3368.385010
	Iteration 16Q: 3 clusters Score -1681414 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1681549.375000 Penalty: 3368.385010
	Iteration 17Q: 3 clusters Score -1681549 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1681628.000000 Penalty: 3368.385010
	Iteration 18Q: 3 clusters Score -1681628 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1681676.125000 Penalty: 3368.385010
	Iteration 19Q: 3 clusters Score -1681676 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1681709.750000 Penalty: 3368.385010
	Iteration 20F: 3 clusters Score -1681710 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1681750.875000 Penalty: 3368.385010
	Iteration 21Q: 3 clusters Score -1681751 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1681773.500000 Penalty: 3368.385010
	Iteration 22Q: 3 clusters Score -1681774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1681803.750000 Penalty: 3368.385010
	Iteration 23Q: 3 clusters Score -1681804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1681818.125000 Penalty: 3368.385010
	Iteration 24Q: 3 clusters Score -1681818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1681830.375000 Penalty: 3368.385010
	Iteration 25Q: 3 clusters Score -1681830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1681835.875000 Penalty: 3368.385010
	Iteration 26Q: 3 clusters Score -1681836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1681838.000000 Penalty: 3368.385010
	Iteration 27Q: 3 clusters Score -1681838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1681836.875000 Penalty: 3368.385010
	Iteration 28Q: 3 clusters Score -1681837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1681838.375000 Penalty: 3368.385010
	Iteration 29Q: 3 clusters Score -1681838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1681840.375000 Penalty: 3368.385010
	Iteration 30Q: 3 clusters Score -1681840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1681843.125000 Penalty: 3368.385010
	Iteration 31Q: 3 clusters Score -1681843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1681845.875000 Penalty: 3368.385010
	Iteration 32Q: 3 clusters Score -1681846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1681845.875000 Penalty: 3368.385010
	Iteration 33F: 3 clusters Score -1681846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Entering Unmasked Estep 
Score: -115010.328125 Penalty: 1242.065918
	Iteration 0F: 2 clusters Score -115010.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -112822.234375 Penalty: 2484.131836
	Iteration 0F: 3 clusters Score -112822.2 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -113262.351562 Penalty: 2484.131836
	Iteration 1F: 3 clusters Score -113262.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -113400.695312 Penalty: 2484.131836
	Iteration 2F: 3 clusters Score -113400.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -113466.601562 Penalty: 2484.131836
	Iteration 3Q: 3 clusters Score -113466.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -113506.578125 Penalty: 2484.131836
	Iteration 4Q: 3 clusters Score -113506.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -113534.257812 Penalty: 2484.131836
	Iteration 5Q: 3 clusters Score -113534.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -113543.523438 Penalty: 2484.131836
	Iteration 6Q: 3 clusters Score -113543.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -113552.703125 Penalty: 2484.131836
	Iteration 7Q: 3 clusters Score -113552.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -113558.828125 Penalty: 2484.131836
	Iteration 8Q: 3 clusters Score -113558.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -113563.023438 Penalty: 2484.131836
	Iteration 9Q: 3 clusters Score -113563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -113565.992188 Penalty: 2484.131836
	Iteration 10Q: 3 clusters Score -113566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -113569.804688 Penalty: 2484.131836
	Iteration 11Q: 3 clusters Score -113569.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -113572.218750 Penalty: 2484.131836
	Iteration 12Q: 3 clusters Score -113572.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -113575.773438 Penalty: 2484.131836
	Iteration 13Q: 3 clusters Score -113575.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -113577.671875 Penalty: 2484.131836
	Iteration 14Q: 3 clusters Score -113577.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -113580.296875 Penalty: 2484.131836
	Iteration 15Q: 3 clusters Score -113580.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -113581.000000 Penalty: 2484.131836
	Iteration 16Q: 3 clusters Score -113581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -113581.000000 Penalty: 2484.131836
	Iteration 17F: 3 clusters Score -113581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Entering Unmasked Estep 
Score: -411863.593750 Penalty: 1454.630005
	Iteration 0F: 2 clusters Score -411863.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -406099.250000 Penalty: 2909.260010
	Iteration 0F: 3 clusters Score -406099.2 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -407860.500000 Penalty: 2909.260010
	Iteration 1F: 3 clusters Score -407860.5 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -408063.250000 Penalty: 2909.260010
	Iteration 2F: 3 clusters Score -408063.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -408227.687500 Penalty: 2909.260010
	Iteration 3Q: 3 clusters Score -408227.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -408352.218750 Penalty: 2909.260010
	Iteration 4Q: 3 clusters Score -408352.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -408480.156250 Penalty: 2909.260010
	Iteration 5Q: 3 clusters Score -408480.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -408627.281250 Penalty: 2909.260010
	Iteration 6Q: 3 clusters Score -408627.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -408782.875000 Penalty: 2909.260010
	Iteration 7Q: 3 clusters Score -408782.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -408957.593750 Penalty: 2909.260010
	Iteration 8Q: 3 clusters Score -408957.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -409133.468750 Penalty: 2909.260010
	Iteration 9Q: 3 clusters Score -409133.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -409334.562500 Penalty: 2909.260010
	Iteration 10Q: 3 clusters Score -409334.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -409565.687500 Penalty: 2909.260010
	Iteration 11Q: 3 clusters Score -409565.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -409776.062500 Penalty: 2909.260010
	Iteration 12Q: 3 clusters Score -409776.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -409949.343750 Penalty: 2909.260010
	Iteration 13Q: 3 clusters Score -409949.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -410079.000000 Penalty: 2909.260010
	Iteration 14Q: 3 clusters Score -410079 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -410185.531250 Penalty: 2909.260010
	Iteration 15Q: 3 clusters Score -410185.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -410272.062500 Penalty: 2909.260010
	Iteration 16Q: 3 clusters Score -410272.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -410340.593750 Penalty: 2909.260010
	Iteration 17Q: 3 clusters Score -410340.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -410396.718750 Penalty: 2909.260010
	Iteration 18Q: 3 clusters Score -410396.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -410436.875000 Penalty: 2909.260010
	Iteration 19Q: 3 clusters Score -410436.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -410464.437500 Penalty: 2909.260010
	Iteration 20F: 3 clusters Score -410464.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -410486.750000 Penalty: 2909.260010
	Iteration 21Q: 3 clusters Score -410486.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -410501.406250 Penalty: 2909.260010
	Iteration 22Q: 3 clusters Score -410501.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -410512.531250 Penalty: 2909.260010
	Iteration 23Q: 3 clusters Score -410512.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -410520.562500 Penalty: 2909.260010
	Iteration 24Q: 3 clusters Score -410520.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -410527.062500 Penalty: 2909.260010
	Iteration 25Q: 3 clusters Score -410527.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -410531.625000 Penalty: 2909.260010
	Iteration 26Q: 3 clusters Score -410531.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -410534.218750 Penalty: 2909.260010
	Iteration 27Q: 3 clusters Score -410534.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -410536.437500 Penalty: 2909.260010
	Iteration 28Q: 3 clusters Score -410536.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -410540.375000 Penalty: 2909.260010
	Iteration 29Q: 3 clusters Score -410540.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -410543.562500 Penalty: 2909.260010
	Iteration 30Q: 3 clusters Score -410543.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -410552.187500 Penalty: 2909.260010
	Iteration 31Q: 3 clusters Score -410552.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -410562.093750 Penalty: 2909.260010
	Iteration 32Q: 3 clusters Score -410562.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -410570.843750 Penalty: 2909.260010
	Iteration 33Q: 3 clusters Score -410570.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -410576.375000 Penalty: 2909.260010
	Iteration 34Q: 3 clusters Score -410576.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -410582.000000 Penalty: 2909.260010
	Iteration 35Q: 3 clusters Score -410582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -410586.906250 Penalty: 2909.260010
	Iteration 36Q: 3 clusters Score -410586.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -410588.562500 Penalty: 2909.260010
	Iteration 37Q: 3 clusters Score -410588.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -410590.656250 Penalty: 2909.260010
	Iteration 38Q: 3 clusters Score -410590.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -410590.812500 Penalty: 2909.260010
	Iteration 39Q: 3 clusters Score -410590.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -410590.812500 Penalty: 2909.260010
	Iteration 40F: 3 clusters Score -410590.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42722 members 
Entering Unmasked Estep 
Score: -2154711.000000 Penalty: 1732.651245
	Iteration 0F: 2 clusters Score -2154711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -2126150.250000 Penalty: 3465.302490
	Iteration 0F: 3 clusters Score -2126150 nChanged 19933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -2137488.250000 Penalty: 3465.302490
	Iteration 1F: 3 clusters Score -2137488 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -2138270.250000 Penalty: 3465.302490
	Iteration 2Q: 3 clusters Score -2138270 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -2139442.250000 Penalty: 3465.302490
	Iteration 3F: 3 clusters Score -2139442 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -2141101.250000 Penalty: 3465.302490
	Iteration 4F: 3 clusters Score -2141101 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2143150.000000 Penalty: 3465.302490
	Iteration 5F: 3 clusters Score -2143150 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -2145159.000000 Penalty: 3465.302490
	Iteration 6F: 3 clusters Score -2145159 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -2146920.000000 Penalty: 3465.302490
	Iteration 7F: 3 clusters Score -2146920 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2148223.750000 Penalty: 3465.302490
	Iteration 8F: 3 clusters Score -2148224 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -2149262.750000 Penalty: 3465.302490
	Iteration 9Q: 3 clusters Score -2149263 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -2150198.500000 Penalty: 3465.302490
	Iteration 10Q: 3 clusters Score -2150198 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2151071.500000 Penalty: 3465.302490
	Iteration 11Q: 3 clusters Score -2151072 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2151801.750000 Penalty: 3465.302490
	Iteration 12Q: 3 clusters Score -2151802 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -2152406.000000 Penalty: 3465.302490
	Iteration 13Q: 3 clusters Score -2152406 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2152883.750000 Penalty: 3465.302490
	Iteration 14Q: 3 clusters Score -2152884 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2153215.000000 Penalty: 3465.302490
	Iteration 15Q: 3 clusters Score -2153215 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2153462.500000 Penalty: 3465.302490
	Iteration 16Q: 3 clusters Score -2153462 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2153631.500000 Penalty: 3465.302490
	Iteration 17Q: 3 clusters Score -2153632 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41010 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2153728.000000 Penalty: 3465.302490
	Iteration 18Q: 3 clusters Score -2153728 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2153792.500000 Penalty: 3465.302490
	Iteration 19Q: 3 clusters Score -2153792 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41283 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2153839.250000 Penalty: 3465.302490
	Iteration 20F: 3 clusters Score -2153839 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2153873.250000 Penalty: 3465.302490
	Iteration 21Q: 3 clusters Score -2153873 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2153893.250000 Penalty: 3465.302490
	Iteration 22Q: 3 clusters Score -2153893 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41488 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2153909.500000 Penalty: 3465.302490
	Iteration 23Q: 3 clusters Score -2153910 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2153918.250000 Penalty: 3465.302490
	Iteration 24Q: 3 clusters Score -2153918 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2153922.500000 Penalty: 3465.302490
	Iteration 25Q: 3 clusters Score -2153922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2153929.250000 Penalty: 3465.302490
	Iteration 26Q: 3 clusters Score -2153929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2153931.750000 Penalty: 3465.302490
	Iteration 27Q: 3 clusters Score -2153932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2153932.250000 Penalty: 3465.302490
	Iteration 28Q: 3 clusters Score -2153932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2153934.250000 Penalty: 3465.302490
	Iteration 29Q: 3 clusters Score -2153934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2153931.750000 Penalty: 3465.302490
	Iteration 30Q: 3 clusters Score -2153932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2153930.750000 Penalty: 3465.302490
	Iteration 31Q: 3 clusters Score -2153931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2153930.750000 Penalty: 3465.302490
	Iteration 32Q: 3 clusters Score -2153931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2153930.750000 Penalty: 3465.302490
	Iteration 33F: 3 clusters Score -2153931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (186676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186676 members 
Entering Unmasked Estep 
Score: -9804937.000000 Penalty: 1972.283569
	Iteration 0F: 2 clusters Score -9804937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93247 members 
Mstep: Class 2 contains 93429 members 
Entering Unmasked Estep 
Score: -9679282.000000 Penalty: 3944.567139
	Iteration 0F: 3 clusters Score -9679282 nChanged 90695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89478 members 
Mstep: Class 2 contains 97198 members 
Entering Unmasked Estep 
Score: -9734374.000000 Penalty: 3944.567139
	Iteration 1F: 3 clusters Score -9734374 nChanged 8234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86130 members 
Mstep: Class 2 contains 100546 members 
Entering Unmasked Estep 
Score: -9738233.000000 Penalty: 3944.567139
	Iteration 2Q: 3 clusters Score -9738233 nChanged 11340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80468 members 
Mstep: Class 2 contains 106208 members 
Entering Unmasked Estep 
Score: -9745087.000000 Penalty: 3944.567139
	Iteration 3F: 3 clusters Score -9745087 nChanged 14301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72145 members 
Mstep: Class 2 contains 114531 members 
Entering Unmasked Estep 
Score: -9755343.000000 Penalty: 3944.567139
	Iteration 4F: 3 clusters Score -9755343 nChanged 15605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62318 members 
Mstep: Class 2 contains 124358 members 
Entering Unmasked Estep 
Score: -9767512.000000 Penalty: 3944.567139
	Iteration 5F: 3 clusters Score -9767512 nChanged 13995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53623 members 
Mstep: Class 2 contains 133053 members 
Entering Unmasked Estep 
Score: -9779119.000000 Penalty: 3944.567139
	Iteration 6F: 3 clusters Score -9779119 nChanged 10514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47913 members 
Mstep: Class 2 contains 138763 members 
Entering Unmasked Estep 
Score: -9788055.000000 Penalty: 3944.567139
	Iteration 7F: 3 clusters Score -9788055 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 142351 members 
Entering Unmasked Estep 
Score: -9794795.000000 Penalty: 3944.567139
	Iteration 8Q: 3 clusters Score -9794795 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 144968 members 
Entering Unmasked Estep 
Score: -9798948.000000 Penalty: 3944.567139
	Iteration 9Q: 3 clusters Score -9798948 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 147035 members 
Entering Unmasked Estep 
Score: -9800387.000000 Penalty: 3944.567139
	Iteration 10Q: 3 clusters Score -9800387 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 148744 members 
Entering Unmasked Estep 
Score: -9801156.000000 Penalty: 3944.567139
	Iteration 11Q: 3 clusters Score -9801156 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 150185 members 
Entering Unmasked Estep 
Score: -9801552.000000 Penalty: 3944.567139
	Iteration 12Q: 3 clusters Score -9801552 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 151499 members 
Entering Unmasked Estep 
Score: -9801836.000000 Penalty: 3944.567139
	Iteration 13Q: 3 clusters Score -9801836 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 152678 members 
Entering Unmasked Estep 
Score: -9802113.000000 Penalty: 3944.567139
	Iteration 14Q: 3 clusters Score -9802113 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 153811 members 
Entering Unmasked Estep 
Score: -9802308.000000 Penalty: 3944.567139
	Iteration 15Q: 3 clusters Score -9802308 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 154922 members 
Entering Unmasked Estep 
Score: -9802576.000000 Penalty: 3944.567139
	Iteration 16Q: 3 clusters Score -9802576 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 155978 members 
Entering Unmasked Estep 
Score: -9802720.000000 Penalty: 3944.567139
	Iteration 17Q: 3 clusters Score -9802720 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 156911 members 
Entering Unmasked Estep 
Score: -9802859.000000 Penalty: 3944.567139
	Iteration 18Q: 3 clusters Score -9802859 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 157819 members 
Entering Unmasked Estep 
Score: -9803017.000000 Penalty: 3944.567139
	Iteration 19Q: 3 clusters Score -9803017 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 158633 members 
Entering Unmasked Estep 
Score: -9803158.000000 Penalty: 3944.567139
	Iteration 20F: 3 clusters Score -9803158 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 159416 members 
Entering Unmasked Estep 
Score: -9803295.000000 Penalty: 3944.567139
	Iteration 21Q: 3 clusters Score -9803295 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 160155 members 
Entering Unmasked Estep 
Score: -9803424.000000 Penalty: 3944.567139
	Iteration 22Q: 3 clusters Score -9803424 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 160852 members 
Entering Unmasked Estep 
Score: -9803517.000000 Penalty: 3944.567139
	Iteration 23Q: 3 clusters Score -9803517 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 161511 members 
Entering Unmasked Estep 
Score: -9803632.000000 Penalty: 3944.567139
	Iteration 24Q: 3 clusters Score -9803632 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 162146 members 
Entering Unmasked Estep 
Score: -9803741.000000 Penalty: 3944.567139
	Iteration 25Q: 3 clusters Score -9803741 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 162728 members 
Entering Unmasked Estep 
Score: -9803782.000000 Penalty: 3944.567139
	Iteration 26Q: 3 clusters Score -9803782 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 163298 members 
Entering Unmasked Estep 
Score: -9803851.000000 Penalty: 3944.567139
	Iteration 27Q: 3 clusters Score -9803851 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 163845 members 
Entering Unmasked Estep 
Score: -9803892.000000 Penalty: 3944.567139
	Iteration 28Q: 3 clusters Score -9803892 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 164336 members 
Entering Unmasked Estep 
Score: -9803932.000000 Penalty: 3944.567139
	Iteration 29Q: 3 clusters Score -9803932 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 164864 members 
Entering Unmasked Estep 
Score: -9804029.000000 Penalty: 3944.567139
	Iteration 30Q: 3 clusters Score -9804029 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 165375 members 
Entering Unmasked Estep 
Score: -9804114.000000 Penalty: 3944.567139
	Iteration 31Q: 3 clusters Score -9804114 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 165850 members 
Entering Unmasked Estep 
Score: -9804148.000000 Penalty: 3944.567139
	Iteration 32Q: 3 clusters Score -9804148 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 166295 members 
Entering Unmasked Estep 
Score: -9804186.000000 Penalty: 3944.567139
	Iteration 33Q: 3 clusters Score -9804186 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 166754 members 
Entering Unmasked Estep 
Score: -9804238.000000 Penalty: 3944.567139
	Iteration 34Q: 3 clusters Score -9804238 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 167205 members 
Entering Unmasked Estep 
Score: -9804321.000000 Penalty: 3944.567139
	Iteration 35Q: 3 clusters Score -9804321 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 167639 members 
Entering Unmasked Estep 
Score: -9804394.000000 Penalty: 3944.567139
	Iteration 36Q: 3 clusters Score -9804394 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 168071 members 
Entering Unmasked Estep 
Score: -9804457.000000 Penalty: 3944.567139
	Iteration 37Q: 3 clusters Score -9804457 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 168477 members 
Entering Unmasked Estep 
Score: -9804484.000000 Penalty: 3944.567139
	Iteration 38Q: 3 clusters Score -9804484 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 168836 members 
Entering Unmasked Estep 
Score: -9804481.000000 Penalty: 3944.567139
	Iteration 39Q: 3 clusters Score -9804481 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 169189 members 
Entering Unmasked Estep 
Score: -9804517.000000 Penalty: 3944.567139
	Iteration 40F: 3 clusters Score -9804517 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 169514 members 
Entering Unmasked Estep 
Score: -9804563.000000 Penalty: 3944.567139
	Iteration 41Q: 3 clusters Score -9804563 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 169807 members 
Entering Unmasked Estep 
Score: -9804597.000000 Penalty: 3944.567139
	Iteration 42Q: 3 clusters Score -9804597 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 170120 members 
Entering Unmasked Estep 
Score: -9804621.000000 Penalty: 3944.567139
	Iteration 43Q: 3 clusters Score -9804621 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 170371 members 
Entering Unmasked Estep 
Score: -9804654.000000 Penalty: 3944.567139
	Iteration 44Q: 3 clusters Score -9804654 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 170590 members 
Entering Unmasked Estep 
Score: -9804673.000000 Penalty: 3944.567139
	Iteration 45Q: 3 clusters Score -9804673 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 170781 members 
Entering Unmasked Estep 
Score: -9804688.000000 Penalty: 3944.567139
	Iteration 46Q: 3 clusters Score -9804688 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 170952 members 
Entering Unmasked Estep 
Score: -9804712.000000 Penalty: 3944.567139
	Iteration 47Q: 3 clusters Score -9804712 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 171112 members 
Entering Unmasked Estep 
Score: -9804701.000000 Penalty: 3944.567139
	Iteration 48Q: 3 clusters Score -9804701 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 171274 members 
Entering Unmasked Estep 
Score: -9804699.000000 Penalty: 3944.567139
	Iteration 49Q: 3 clusters Score -9804699 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 171430 members 
Entering Unmasked Estep 
Score: -9804710.000000 Penalty: 3944.567139
	Iteration 50Q: 3 clusters Score -9804710 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 171580 members 
Entering Unmasked Estep 
Score: -9804702.000000 Penalty: 3944.567139
	Iteration 51Q: 3 clusters Score -9804702 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 171708 members 
Entering Unmasked Estep 
Score: -9804693.000000 Penalty: 3944.567139
	Iteration 52Q: 3 clusters Score -9804693 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 171835 members 
Entering Unmasked Estep 
Score: -9804688.000000 Penalty: 3944.567139
	Iteration 53Q: 3 clusters Score -9804688 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 171951 members 
Entering Unmasked Estep 
Score: -9804699.000000 Penalty: 3944.567139
	Iteration 54Q: 3 clusters Score -9804699 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 172054 members 
Entering Unmasked Estep 
Score: -9804709.000000 Penalty: 3944.567139
	Iteration 55Q: 3 clusters Score -9804709 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 172141 members 
Entering Unmasked Estep 
Score: -9804703.000000 Penalty: 3944.567139
	Iteration 56Q: 3 clusters Score -9804703 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 172238 members 
Entering Unmasked Estep 
Score: -9804700.000000 Penalty: 3944.567139
	Iteration 57Q: 3 clusters Score -9804700 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 172337 members 
Entering Unmasked Estep 
Score: -9804677.000000 Penalty: 3944.567139
	Iteration 58Q: 3 clusters Score -9804677 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 172447 members 
Entering Unmasked Estep 
Score: -9804689.000000 Penalty: 3944.567139
	Iteration 59Q: 3 clusters Score -9804689 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 172544 members 
Entering Unmasked Estep 
Score: -9804704.000000 Penalty: 3944.567139
	Iteration 60F: 3 clusters Score -9804704 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 172629 members 
Entering Unmasked Estep 
Score: -9804730.000000 Penalty: 3944.567139
	Iteration 61Q: 3 clusters Score -9804730 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 172711 members 
Entering Unmasked Estep 
Score: -9804724.000000 Penalty: 3944.567139
	Iteration 62Q: 3 clusters Score -9804724 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 172786 members 
Entering Unmasked Estep 
Score: -9804722.000000 Penalty: 3944.567139
	Iteration 63Q: 3 clusters Score -9804722 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 172860 members 
Entering Unmasked Estep 
Score: -9804752.000000 Penalty: 3944.567139
	Iteration 64Q: 3 clusters Score -9804752 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 172937 members 
Entering Unmasked Estep 
Score: -9804758.000000 Penalty: 3944.567139
	Iteration 65Q: 3 clusters Score -9804758 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 173022 members 
Entering Unmasked Estep 
Score: -9804757.000000 Penalty: 3944.567139
	Iteration 66Q: 3 clusters Score -9804757 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 173098 members 
Entering Unmasked Estep 
Score: -9804765.000000 Penalty: 3944.567139
	Iteration 67Q: 3 clusters Score -9804765 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 173169 members 
Entering Unmasked Estep 
Score: -9804771.000000 Penalty: 3944.567139
	Iteration 68Q: 3 clusters Score -9804771 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 173231 members 
Entering Unmasked Estep 
Score: -9804770.000000 Penalty: 3944.567139
	Iteration 69Q: 3 clusters Score -9804770 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 173293 members 
Entering Unmasked Estep 
Score: -9804781.000000 Penalty: 3944.567139
	Iteration 70Q: 3 clusters Score -9804781 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 173354 members 
Entering Unmasked Estep 
Score: -9804757.000000 Penalty: 3944.567139
	Iteration 71Q: 3 clusters Score -9804757 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 173414 members 
Entering Unmasked Estep 
Score: -9804752.000000 Penalty: 3944.567139
	Iteration 72Q: 3 clusters Score -9804752 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 173467 members 
Entering Unmasked Estep 
Score: -9804761.000000 Penalty: 3944.567139
	Iteration 73Q: 3 clusters Score -9804761 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 173522 members 
Entering Unmasked Estep 
Score: -9804758.000000 Penalty: 3944.567139
	Iteration 74Q: 3 clusters Score -9804758 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 173580 members 
Entering Unmasked Estep 
Score: -9804754.000000 Penalty: 3944.567139
	Iteration 75Q: 3 clusters Score -9804754 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 173635 members 
Entering Unmasked Estep 
Score: -9804772.000000 Penalty: 3944.567139
	Iteration 76Q: 3 clusters Score -9804772 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 173695 members 
Entering Unmasked Estep 
Score: -9804746.000000 Penalty: 3944.567139
	Iteration 77Q: 3 clusters Score -9804746 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 173752 members 
Entering Unmasked Estep 
Score: -9804752.000000 Penalty: 3944.567139
	Iteration 78Q: 3 clusters Score -9804752 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 173805 members 
Entering Unmasked Estep 
Score: -9804748.000000 Penalty: 3944.567139
	Iteration 79Q: 3 clusters Score -9804748 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 173846 members 
Entering Unmasked Estep 
Score: -9804750.000000 Penalty: 3944.567139
	Iteration 80F: 3 clusters Score -9804750 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 173894 members 
Entering Unmasked Estep 
Score: -9804762.000000 Penalty: 3944.567139
	Iteration 81Q: 3 clusters Score -9804762 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 173942 members 
Entering Unmasked Estep 
Score: -9804771.000000 Penalty: 3944.567139
	Iteration 82Q: 3 clusters Score -9804771 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 173987 members 
Entering Unmasked Estep 
Score: -9804776.000000 Penalty: 3944.567139
	Iteration 83Q: 3 clusters Score -9804776 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 174035 members 
Entering Unmasked Estep 
Score: -9804788.000000 Penalty: 3944.567139
	Iteration 84Q: 3 clusters Score -9804788 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 174088 members 
Entering Unmasked Estep 
Score: -9804789.000000 Penalty: 3944.567139
	Iteration 85Q: 3 clusters Score -9804789 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 174143 members 
Entering Unmasked Estep 
Score: -9804774.000000 Penalty: 3944.567139
	Iteration 86Q: 3 clusters Score -9804774 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 174198 members 
Entering Unmasked Estep 
Score: -9804793.000000 Penalty: 3944.567139
	Iteration 87Q: 3 clusters Score -9804793 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 174246 members 
Entering Unmasked Estep 
Score: -9804776.000000 Penalty: 3944.567139
	Iteration 88Q: 3 clusters Score -9804776 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 174292 members 
Entering Unmasked Estep 
Score: -9804778.000000 Penalty: 3944.567139
	Iteration 89Q: 3 clusters Score -9804778 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 174346 members 
Entering Unmasked Estep 
Score: -9804772.000000 Penalty: 3944.567139
	Iteration 90Q: 3 clusters Score -9804772 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 174401 members 
Entering Unmasked Estep 
Score: -9804782.000000 Penalty: 3944.567139
	Iteration 91Q: 3 clusters Score -9804782 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 174441 members 
Entering Unmasked Estep 
Score: -9804797.000000 Penalty: 3944.567139
	Iteration 92Q: 3 clusters Score -9804797 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 174483 members 
Entering Unmasked Estep 
Score: -9804805.000000 Penalty: 3944.567139
	Iteration 93Q: 3 clusters Score -9804805 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 174526 members 
Entering Unmasked Estep 
Score: -9804813.000000 Penalty: 3944.567139
	Iteration 94Q: 3 clusters Score -9804813 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 174564 members 
Entering Unmasked Estep 
Score: -9804812.000000 Penalty: 3944.567139
	Iteration 95Q: 3 clusters Score -9804812 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 174602 members 
Entering Unmasked Estep 
Score: -9804807.000000 Penalty: 3944.567139
	Iteration 96Q: 3 clusters Score -9804807 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 174634 members 
Entering Unmasked Estep 
Score: -9804814.000000 Penalty: 3944.567139
	Iteration 97Q: 3 clusters Score -9804814 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 174679 members 
Entering Unmasked Estep 
Score: -9804815.000000 Penalty: 3944.567139
	Iteration 98Q: 3 clusters Score -9804815 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 174723 members 
Entering Unmasked Estep 
Score: -9804816.000000 Penalty: 3944.567139
	Iteration 99Q: 3 clusters Score -9804816 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 174766 members 
Entering Unmasked Estep 
Score: -9804809.000000 Penalty: 3944.567139
	Iteration 100F: 3 clusters Score -9804809 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 174814 members 
Entering Unmasked Estep 
Score: -9804805.000000 Penalty: 3944.567139
	Iteration 101Q: 3 clusters Score -9804805 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 174857 members 
Entering Unmasked Estep 
Score: -9804806.000000 Penalty: 3944.567139
	Iteration 102Q: 3 clusters Score -9804806 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 174898 members 
Entering Unmasked Estep 
Score: -9804807.000000 Penalty: 3944.567139
	Iteration 103Q: 3 clusters Score -9804807 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 174939 members 
Entering Unmasked Estep 
Score: -9804794.000000 Penalty: 3944.567139
	Iteration 104Q: 3 clusters Score -9804794 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 174982 members 
Entering Unmasked Estep 
Score: -9804805.000000 Penalty: 3944.567139
	Iteration 105Q: 3 clusters Score -9804805 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 175026 members 
Entering Unmasked Estep 
Score: -9804796.000000 Penalty: 3944.567139
	Iteration 106Q: 3 clusters Score -9804796 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 175075 members 
Entering Unmasked Estep 
Score: -9804808.000000 Penalty: 3944.567139
	Iteration 107Q: 3 clusters Score -9804808 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 175124 members 
Entering Unmasked Estep 
Score: -9804793.000000 Penalty: 3944.567139
	Iteration 108Q: 3 clusters Score -9804793 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 175169 members 
Entering Unmasked Estep 
Score: -9804801.000000 Penalty: 3944.567139
	Iteration 109Q: 3 clusters Score -9804801 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 175214 members 
Entering Unmasked Estep 
Score: -9804815.000000 Penalty: 3944.567139
	Iteration 110Q: 3 clusters Score -9804815 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 175257 members 
Entering Unmasked Estep 
Score: -9804809.000000 Penalty: 3944.567139
	Iteration 111Q: 3 clusters Score -9804809 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 175304 members 
Entering Unmasked Estep 
Score: -9804817.000000 Penalty: 3944.567139
	Iteration 112Q: 3 clusters Score -9804817 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 175341 members 
Entering Unmasked Estep 
Score: -9804830.000000 Penalty: 3944.567139
	Iteration 113Q: 3 clusters Score -9804830 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 175375 members 
Entering Unmasked Estep 
Score: -9804823.000000 Penalty: 3944.567139
	Iteration 114Q: 3 clusters Score -9804823 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 175416 members 
Entering Unmasked Estep 
Score: -9804828.000000 Penalty: 3944.567139
	Iteration 115Q: 3 clusters Score -9804828 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 175459 members 
Entering Unmasked Estep 
Score: -9804840.000000 Penalty: 3944.567139
	Iteration 116Q: 3 clusters Score -9804840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 175491 members 
Entering Unmasked Estep 
Score: -9804849.000000 Penalty: 3944.567139
	Iteration 117Q: 3 clusters Score -9804849 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 175511 members 
Entering Unmasked Estep 
Score: -9804835.000000 Penalty: 3944.567139
	Iteration 118Q: 3 clusters Score -9804835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 175527 members 
Entering Unmasked Estep 
Score: -9804824.000000 Penalty: 3944.567139
	Iteration 119Q: 3 clusters Score -9804824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 175541 members 
Entering Unmasked Estep 
Score: -9804822.000000 Penalty: 3944.567139
	Iteration 120F: 3 clusters Score -9804822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 175552 members 
Entering Unmasked Estep 
Score: -9804830.000000 Penalty: 3944.567139
	Iteration 121Q: 3 clusters Score -9804830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 175562 members 
Entering Unmasked Estep 
Score: -9804823.000000 Penalty: 3944.567139
	Iteration 122Q: 3 clusters Score -9804823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 175570 members 
Entering Unmasked Estep 
Score: -9804817.000000 Penalty: 3944.567139
	Iteration 123Q: 3 clusters Score -9804817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 175580 members 
Entering Unmasked Estep 
Score: -9804815.000000 Penalty: 3944.567139
	Iteration 124Q: 3 clusters Score -9804815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 175595 members 
Entering Unmasked Estep 
Score: -9804809.000000 Penalty: 3944.567139
	Iteration 125Q: 3 clusters Score -9804809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 175610 members 
Entering Unmasked Estep 
Score: -9804820.000000 Penalty: 3944.567139
	Iteration 126Q: 3 clusters Score -9804820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 175628 members 
Entering Unmasked Estep 
Score: -9804829.000000 Penalty: 3944.567139
	Iteration 127Q: 3 clusters Score -9804829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 175645 members 
Entering Unmasked Estep 
Score: -9804829.000000 Penalty: 3944.567139
	Iteration 128Q: 3 clusters Score -9804829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 175657 members 
Entering Unmasked Estep 
Score: -9804829.000000 Penalty: 3944.567139
	Iteration 129Q: 3 clusters Score -9804829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 175667 members 
Entering Unmasked Estep 
Score: -9804824.000000 Penalty: 3944.567139
	Iteration 130Q: 3 clusters Score -9804824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 175675 members 
Entering Unmasked Estep 
Score: -9804818.000000 Penalty: 3944.567139
	Iteration 131Q: 3 clusters Score -9804818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 175685 members 
Entering Unmasked Estep 
Score: -9804819.000000 Penalty: 3944.567139
	Iteration 132Q: 3 clusters Score -9804819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 175695 members 
Entering Unmasked Estep 
Score: -9804811.000000 Penalty: 3944.567139
	Iteration 133Q: 3 clusters Score -9804811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 175701 members 
Entering Unmasked Estep 
Score: -9804816.000000 Penalty: 3944.567139
	Iteration 134Q: 3 clusters Score -9804816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 175709 members 
Entering Unmasked Estep 
Score: -9804814.000000 Penalty: 3944.567139
	Iteration 135Q: 3 clusters Score -9804814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 175710 members 
Entering Unmasked Estep 
Score: -9804811.000000 Penalty: 3944.567139
	Iteration 136Q: 3 clusters Score -9804811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 175712 members 
Entering Unmasked Estep 
Score: -9804816.000000 Penalty: 3944.567139
	Iteration 137Q: 3 clusters Score -9804816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 175714 members 
Entering Unmasked Estep 
Score: -9804819.000000 Penalty: 3944.567139
	Iteration 138Q: 3 clusters Score -9804819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 175716 members 
Entering Unmasked Estep 
Score: -9804817.000000 Penalty: 3944.567139
	Iteration 139Q: 3 clusters Score -9804817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 175720 members 
Entering Unmasked Estep 
Score: -9804827.000000 Penalty: 3944.567139
	Iteration 140F: 3 clusters Score -9804827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 175726 members 
Entering Unmasked Estep 
Score: -9804828.000000 Penalty: 3944.567139
	Iteration 141Q: 3 clusters Score -9804828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 175735 members 
Entering Unmasked Estep 
Score: -9804821.000000 Penalty: 3944.567139
	Iteration 142Q: 3 clusters Score -9804821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 175750 members 
Entering Unmasked Estep 
Score: -9804826.000000 Penalty: 3944.567139
	Iteration 143Q: 3 clusters Score -9804826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 175765 members 
Entering Unmasked Estep 
Score: -9804828.000000 Penalty: 3944.567139
	Iteration 144Q: 3 clusters Score -9804828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 175785 members 
Entering Unmasked Estep 
Score: -9804836.000000 Penalty: 3944.567139
	Iteration 145Q: 3 clusters Score -9804836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 175797 members 
Entering Unmasked Estep 
Score: -9804840.000000 Penalty: 3944.567139
	Iteration 146Q: 3 clusters Score -9804840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 175812 members 
Entering Unmasked Estep 
Score: -9804834.000000 Penalty: 3944.567139
	Iteration 147Q: 3 clusters Score -9804834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 175833 members 
Entering Unmasked Estep 
Score: -9804835.000000 Penalty: 3944.567139
	Iteration 148Q: 3 clusters Score -9804835 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 175852 members 
Entering Unmasked Estep 
Score: -9804841.000000 Penalty: 3944.567139
	Iteration 149Q: 3 clusters Score -9804841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 175870 members 
Entering Unmasked Estep 
Score: -9804839.000000 Penalty: 3944.567139
	Iteration 150Q: 3 clusters Score -9804839 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 175888 members 
Entering Unmasked Estep 
Score: -9804843.000000 Penalty: 3944.567139
	Iteration 151Q: 3 clusters Score -9804843 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 175915 members 
Entering Unmasked Estep 
Score: -9804838.000000 Penalty: 3944.567139
	Iteration 152Q: 3 clusters Score -9804838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 175936 members 
Entering Unmasked Estep 
Score: -9804834.000000 Penalty: 3944.567139
	Iteration 153Q: 3 clusters Score -9804834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 175951 members 
Entering Unmasked Estep 
Score: -9804838.000000 Penalty: 3944.567139
	Iteration 154Q: 3 clusters Score -9804838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 175978 members 
Entering Unmasked Estep 
Score: -9804851.000000 Penalty: 3944.567139
	Iteration 155Q: 3 clusters Score -9804851 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 176002 members 
Entering Unmasked Estep 
Score: -9804848.000000 Penalty: 3944.567139
	Iteration 156Q: 3 clusters Score -9804848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 176026 members 
Entering Unmasked Estep 
Score: -9804865.000000 Penalty: 3944.567139
	Iteration 157Q: 3 clusters Score -9804865 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 176052 members 
Entering Unmasked Estep 
Score: -9804866.000000 Penalty: 3944.567139
	Iteration 158Q: 3 clusters Score -9804866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 176085 members 
Entering Unmasked Estep 
Score: -9804870.000000 Penalty: 3944.567139
	Iteration 159Q: 3 clusters Score -9804870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 176110 members 
Entering Unmasked Estep 
Score: -9804872.000000 Penalty: 3944.567139
	Iteration 160F: 3 clusters Score -9804872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 176134 members 
Entering Unmasked Estep 
Score: -9804877.000000 Penalty: 3944.567139
	Iteration 161Q: 3 clusters Score -9804877 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 176164 members 
Entering Unmasked Estep 
Score: -9804859.000000 Penalty: 3944.567139
	Iteration 162Q: 3 clusters Score -9804859 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 176195 members 
Entering Unmasked Estep 
Score: -9804870.000000 Penalty: 3944.567139
	Iteration 163Q: 3 clusters Score -9804870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 176216 members 
Entering Unmasked Estep 
Score: -9804861.000000 Penalty: 3944.567139
	Iteration 164Q: 3 clusters Score -9804861 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 176234 members 
Entering Unmasked Estep 
Score: -9804863.000000 Penalty: 3944.567139
	Iteration 165Q: 3 clusters Score -9804863 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 176260 members 
Entering Unmasked Estep 
Score: -9804868.000000 Penalty: 3944.567139
	Iteration 166Q: 3 clusters Score -9804868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 176280 members 
Entering Unmasked Estep 
Score: -9804869.000000 Penalty: 3944.567139
	Iteration 167Q: 3 clusters Score -9804869 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 176304 members 
Entering Unmasked Estep 
Score: -9804869.000000 Penalty: 3944.567139
	Iteration 168Q: 3 clusters Score -9804869 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 176332 members 
Entering Unmasked Estep 
Score: -9804866.000000 Penalty: 3944.567139
	Iteration 169Q: 3 clusters Score -9804866 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 176361 members 
Entering Unmasked Estep 
Score: -9804866.000000 Penalty: 3944.567139
	Iteration 170Q: 3 clusters Score -9804866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 176384 members 
Entering Unmasked Estep 
Score: -9804866.000000 Penalty: 3944.567139
	Iteration 171Q: 3 clusters Score -9804866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 176412 members 
Entering Unmasked Estep 
Score: -9804864.000000 Penalty: 3944.567139
	Iteration 172Q: 3 clusters Score -9804864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 176442 members 
Entering Unmasked Estep 
Score: -9804874.000000 Penalty: 3944.567139
	Iteration 173Q: 3 clusters Score -9804874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 176469 members 
Entering Unmasked Estep 
Score: -9804877.000000 Penalty: 3944.567139
	Iteration 174Q: 3 clusters Score -9804877 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 176496 members 
Entering Unmasked Estep 
Score: -9804880.000000 Penalty: 3944.567139
	Iteration 175Q: 3 clusters Score -9804880 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 176524 members 
Entering Unmasked Estep 
Score: -9804890.000000 Penalty: 3944.567139
	Iteration 176Q: 3 clusters Score -9804890 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 176560 members 
Entering Unmasked Estep 
Score: -9804882.000000 Penalty: 3944.567139
	Iteration 177Q: 3 clusters Score -9804882 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 176591 members 
Entering Unmasked Estep 
Score: -9804886.000000 Penalty: 3944.567139
	Iteration 178Q: 3 clusters Score -9804886 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 176624 members 
Entering Unmasked Estep 
Score: -9804898.000000 Penalty: 3944.567139
	Iteration 179Q: 3 clusters Score -9804898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 176658 members 
Entering Unmasked Estep 
Score: -9804896.000000 Penalty: 3944.567139
	Iteration 180F: 3 clusters Score -9804896 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 176687 members 
Entering Unmasked Estep 
Score: -9804899.000000 Penalty: 3944.567139
	Iteration 181Q: 3 clusters Score -9804899 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 176722 members 
Entering Unmasked Estep 
Score: -9804895.000000 Penalty: 3944.567139
	Iteration 182Q: 3 clusters Score -9804895 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 176755 members 
Entering Unmasked Estep 
Score: -9804888.000000 Penalty: 3944.567139
	Iteration 183Q: 3 clusters Score -9804888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 176780 members 
Entering Unmasked Estep 
Score: -9804886.000000 Penalty: 3944.567139
	Iteration 184Q: 3 clusters Score -9804886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 176800 members 
Entering Unmasked Estep 
Score: -9804889.000000 Penalty: 3944.567139
	Iteration 185Q: 3 clusters Score -9804889 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 176824 members 
Entering Unmasked Estep 
Score: -9804887.000000 Penalty: 3944.567139
	Iteration 186Q: 3 clusters Score -9804887 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 176851 members 
Entering Unmasked Estep 
Score: -9804910.000000 Penalty: 3944.567139
	Iteration 187Q: 3 clusters Score -9804910 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 176877 members 
Entering Unmasked Estep 
Score: -9804907.000000 Penalty: 3944.567139
	Iteration 188Q: 3 clusters Score -9804907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 176893 members 
Entering Unmasked Estep 
Score: -9804916.000000 Penalty: 3944.567139
	Iteration 189Q: 3 clusters Score -9804916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 176901 members 
Entering Unmasked Estep 
Score: -9804925.000000 Penalty: 3944.567139
	Iteration 190Q: 3 clusters Score -9804925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 176908 members 
Entering Unmasked Estep 
Score: -9804930.000000 Penalty: 3944.567139
	Iteration 191Q: 3 clusters Score -9804930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 176917 members 
Entering Unmasked Estep 
Score: -9804929.000000 Penalty: 3944.567139
	Iteration 192Q: 3 clusters Score -9804929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 176927 members 
Entering Unmasked Estep 
Score: -9804936.000000 Penalty: 3944.567139
	Iteration 193Q: 3 clusters Score -9804936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 176939 members 
Entering Unmasked Estep 
Score: -9804933.000000 Penalty: 3944.567139
	Iteration 194Q: 3 clusters Score -9804933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 176954 members 
Entering Unmasked Estep 
Score: -9804932.000000 Penalty: 3944.567139
	Iteration 195Q: 3 clusters Score -9804932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 176976 members 
Entering Unmasked Estep 
Score: -9804931.000000 Penalty: 3944.567139
	Iteration 196Q: 3 clusters Score -9804931 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 177003 members 
Entering Unmasked Estep 
Score: -9804945.000000 Penalty: 3944.567139
	Iteration 197Q: 3 clusters Score -9804945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 177022 members 
Entering Unmasked Estep 
Score: -9804944.000000 Penalty: 3944.567139
	Iteration 198Q: 3 clusters Score -9804944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 177046 members 
Entering Unmasked Estep 
Score: -9804930.000000 Penalty: 3944.567139
	Iteration 199Q: 3 clusters Score -9804930 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 177077 members 
Entering Unmasked Estep 
Score: -9804920.000000 Penalty: 3944.567139
	Iteration 200F: 3 clusters Score -9804920 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 177108 members 
Entering Unmasked Estep 
Score: -9804915.000000 Penalty: 3944.567139
	Iteration 201Q: 3 clusters Score -9804915 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 177136 members 
Entering Unmasked Estep 
Score: -9804933.000000 Penalty: 3944.567139
	Iteration 202Q: 3 clusters Score -9804933 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 177164 members 
Entering Unmasked Estep 
Score: -9804945.000000 Penalty: 3944.567139
	Iteration 203Q: 3 clusters Score -9804945 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 177187 members 
Entering Unmasked Estep 
Score: -9804945.000000 Penalty: 3944.567139
	Iteration 204Q: 3 clusters Score -9804945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 177206 members 
Entering Unmasked Estep 
Score: -9804948.000000 Penalty: 3944.567139
	Iteration 205Q: 3 clusters Score -9804948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 177226 members 
Entering Unmasked Estep 
Score: -9804959.000000 Penalty: 3944.567139
	Iteration 206Q: 3 clusters Score -9804959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 177242 members 
Entering Unmasked Estep 
Score: -9804948.000000 Penalty: 3944.567139
	Iteration 207Q: 3 clusters Score -9804948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 177257 members 
Entering Unmasked Estep 
Score: -9804949.000000 Penalty: 3944.567139
	Iteration 208Q: 3 clusters Score -9804949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 177271 members 
Entering Unmasked Estep 
Score: -9804952.000000 Penalty: 3944.567139
	Iteration 209Q: 3 clusters Score -9804952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 177290 members 
Entering Unmasked Estep 
Score: -9804943.000000 Penalty: 3944.567139
	Iteration 210Q: 3 clusters Score -9804943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 177306 members 
Entering Unmasked Estep 
Score: -9804940.000000 Penalty: 3944.567139
	Iteration 211Q: 3 clusters Score -9804940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 177316 members 
Entering Unmasked Estep 
Score: -9804940.000000 Penalty: 3944.567139
	Iteration 212Q: 3 clusters Score -9804940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 177330 members 
Entering Unmasked Estep 
Score: -9804945.000000 Penalty: 3944.567139
	Iteration 213Q: 3 clusters Score -9804945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 177340 members 
Entering Unmasked Estep 
Score: -9804949.000000 Penalty: 3944.567139
	Iteration 214Q: 3 clusters Score -9804949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 177347 members 
Entering Unmasked Estep 
Score: -9804953.000000 Penalty: 3944.567139
	Iteration 215Q: 3 clusters Score -9804953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 177359 members 
Entering Unmasked Estep 
Score: -9804940.000000 Penalty: 3944.567139
	Iteration 216Q: 3 clusters Score -9804940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 177366 members 
Entering Unmasked Estep 
Score: -9804944.000000 Penalty: 3944.567139
	Iteration 217Q: 3 clusters Score -9804944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 177380 members 
Entering Unmasked Estep 
Score: -9804952.000000 Penalty: 3944.567139
	Iteration 218Q: 3 clusters Score -9804952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 177396 members 
Entering Unmasked Estep 
Score: -9804959.000000 Penalty: 3944.567139
	Iteration 219Q: 3 clusters Score -9804959 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 177414 members 
Entering Unmasked Estep 
Score: -9804955.000000 Penalty: 3944.567139
	Iteration 220F: 3 clusters Score -9804955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 177426 members 
Entering Unmasked Estep 
Score: -9804963.000000 Penalty: 3944.567139
	Iteration 221Q: 3 clusters Score -9804963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 177437 members 
Entering Unmasked Estep 
Score: -9804961.000000 Penalty: 3944.567139
	Iteration 222Q: 3 clusters Score -9804961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 177448 members 
Entering Unmasked Estep 
Score: -9804947.000000 Penalty: 3944.567139
	Iteration 223Q: 3 clusters Score -9804947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 177459 members 
Entering Unmasked Estep 
Score: -9804962.000000 Penalty: 3944.567139
	Iteration 224Q: 3 clusters Score -9804962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 177471 members 
Entering Unmasked Estep 
Score: -9804963.000000 Penalty: 3944.567139
	Iteration 225Q: 3 clusters Score -9804963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 177477 members 
Entering Unmasked Estep 
Score: -9804963.000000 Penalty: 3944.567139
	Iteration 226Q: 3 clusters Score -9804963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 177481 members 
Entering Unmasked Estep 
Score: -9804966.000000 Penalty: 3944.567139
	Iteration 227Q: 3 clusters Score -9804966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 177487 members 
Entering Unmasked Estep 
Score: -9804973.000000 Penalty: 3944.567139
	Iteration 228Q: 3 clusters Score -9804973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 177490 members 
Entering Unmasked Estep 
Score: -9804976.000000 Penalty: 3944.567139
	Iteration 229Q: 3 clusters Score -9804976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 177490 members 
Entering Unmasked Estep 
Score: -9804976.000000 Penalty: 3944.567139
	Iteration 230F: 3 clusters Score -9804976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 3 contains 177490 members 
Mstep: Class 4 contains 7720 members 
Mstep: Class 5 contains 42722 members 
Mstep: Class 6 contains 9186 members 
Mstep: Class 8 contains 42611 members 
Mstep: Class 9 contains 12848 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195910 members 
Mstep: Class 16 contains 22598 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7782 members 
Mstep: Class 19 contains 9906 members 
Entering Unmasked Estep 
Score: -29085644.000000 Penalty: 34534.289062
Splitting cluster 6 changes total score from -29085846.000000 to -29085644.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (42611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Entering Unmasked Estep 
Score: -2204174.250000 Penalty: 1732.228394
	Iteration 0F: 2 clusters Score -2204174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -2175802.000000 Penalty: 3464.456787
	Iteration 0F: 3 clusters Score -2175802 nChanged 19637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2186883.250000 Penalty: 3464.456787
	Iteration 1F: 3 clusters Score -2186883 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -2187380.000000 Penalty: 3464.456787
	Iteration 2Q: 3 clusters Score -2187380 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -2187852.250000 Penalty: 3464.456787
	Iteration 3Q: 3 clusters Score -2187852 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -2188356.000000 Penalty: 3464.456787
	Iteration 4Q: 3 clusters Score -2188356 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -2188909.750000 Penalty: 3464.456787
	Iteration 5Q: 3 clusters Score -2188910 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -2189600.000000 Penalty: 3464.456787
	Iteration 6Q: 3 clusters Score -2189600 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -2190473.250000 Penalty: 3464.456787
	Iteration 7Q: 3 clusters Score -2190473 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -2191748.250000 Penalty: 3464.456787
	Iteration 8Q: 3 clusters Score -2191748 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2193364.500000 Penalty: 3464.456787
	Iteration 9F: 3 clusters Score -2193364 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2194909.500000 Penalty: 3464.456787
	Iteration 10F: 3 clusters Score -2194910 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2195940.500000 Penalty: 3464.456787
	Iteration 11Q: 3 clusters Score -2195940 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -2196476.000000 Penalty: 3464.456787
	Iteration 12Q: 3 clusters Score -2196476 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2196777.250000 Penalty: 3464.456787
	Iteration 13Q: 3 clusters Score -2196777 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2197012.250000 Penalty: 3464.456787
	Iteration 14Q: 3 clusters Score -2197012 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -2197212.500000 Penalty: 3464.456787
	Iteration 15Q: 3 clusters Score -2197212 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -2197369.250000 Penalty: 3464.456787
	Iteration 16Q: 3 clusters Score -2197369 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -2197554.500000 Penalty: 3464.456787
	Iteration 17Q: 3 clusters Score -2197554 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -2197730.000000 Penalty: 3464.456787
	Iteration 18Q: 3 clusters Score -2197730 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2197919.750000 Penalty: 3464.456787
	Iteration 19Q: 3 clusters Score -2197920 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2198115.750000 Penalty: 3464.456787
	Iteration 20F: 3 clusters Score -2198116 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2198341.750000 Penalty: 3464.456787
	Iteration 21Q: 3 clusters Score -2198342 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2198612.500000 Penalty: 3464.456787
	Iteration 22Q: 3 clusters Score -2198612 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2198917.000000 Penalty: 3464.456787
	Iteration 23Q: 3 clusters Score -2198917 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2199224.500000 Penalty: 3464.456787
	Iteration 24Q: 3 clusters Score -2199224 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -2199524.500000 Penalty: 3464.456787
	Iteration 25Q: 3 clusters Score -2199524 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2199827.750000 Penalty: 3464.456787
	Iteration 26Q: 3 clusters Score -2199828 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -2200134.250000 Penalty: 3464.456787
	Iteration 27Q: 3 clusters Score -2200134 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2200450.500000 Penalty: 3464.456787
	Iteration 28Q: 3 clusters Score -2200450 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2200804.750000 Penalty: 3464.456787
	Iteration 29Q: 3 clusters Score -2200805 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -2201162.000000 Penalty: 3464.456787
	Iteration 30Q: 3 clusters Score -2201162 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2201461.000000 Penalty: 3464.456787
	Iteration 31Q: 3 clusters Score -2201461 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2201739.750000 Penalty: 3464.456787
	Iteration 32Q: 3 clusters Score -2201740 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2201935.500000 Penalty: 3464.456787
	Iteration 33Q: 3 clusters Score -2201936 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2202093.000000 Penalty: 3464.456787
	Iteration 34Q: 3 clusters Score -2202093 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2202233.750000 Penalty: 3464.456787
	Iteration 35Q: 3 clusters Score -2202234 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2202365.500000 Penalty: 3464.456787
	Iteration 36Q: 3 clusters Score -2202366 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2202449.750000 Penalty: 3464.456787
	Iteration 37Q: 3 clusters Score -2202450 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2202523.750000 Penalty: 3464.456787
	Iteration 38Q: 3 clusters Score -2202524 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2202571.750000 Penalty: 3464.456787
	Iteration 39Q: 3 clusters Score -2202572 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2202606.250000 Penalty: 3464.456787
	Iteration 40F: 3 clusters Score -2202606 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2202628.250000 Penalty: 3464.456787
	Iteration 41Q: 3 clusters Score -2202628 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2202647.000000 Penalty: 3464.456787
	Iteration 42Q: 3 clusters Score -2202647 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2202659.000000 Penalty: 3464.456787
	Iteration 43Q: 3 clusters Score -2202659 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2202673.250000 Penalty: 3464.456787
	Iteration 44Q: 3 clusters Score -2202673 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2202687.250000 Penalty: 3464.456787
	Iteration 45Q: 3 clusters Score -2202687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2202698.250000 Penalty: 3464.456787
	Iteration 46Q: 3 clusters Score -2202698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2202705.000000 Penalty: 3464.456787
	Iteration 47Q: 3 clusters Score -2202705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2202709.000000 Penalty: 3464.456787
	Iteration 48Q: 3 clusters Score -2202709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2202708.500000 Penalty: 3464.456787
	Iteration 49Q: 3 clusters Score -2202708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2202717.000000 Penalty: 3464.456787
	Iteration 50Q: 3 clusters Score -2202717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41953 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2202725.500000 Penalty: 3464.456787
	Iteration 51Q: 3 clusters Score -2202726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2202726.000000 Penalty: 3464.456787
	Iteration 52Q: 3 clusters Score -2202726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2202728.750000 Penalty: 3464.456787
	Iteration 53Q: 3 clusters Score -2202729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41973 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2202733.000000 Penalty: 3464.456787
	Iteration 54Q: 3 clusters Score -2202733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41979 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2202737.500000 Penalty: 3464.456787
	Iteration 55Q: 3 clusters Score -2202738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2202739.500000 Penalty: 3464.456787
	Iteration 56Q: 3 clusters Score -2202740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2202744.000000 Penalty: 3464.456787
	Iteration 57Q: 3 clusters Score -2202744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2202746.750000 Penalty: 3464.456787
	Iteration 58Q: 3 clusters Score -2202747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2202753.500000 Penalty: 3464.456787
	Iteration 59Q: 3 clusters Score -2202754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2202756.500000 Penalty: 3464.456787
	Iteration 60F: 3 clusters Score -2202756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2202764.000000 Penalty: 3464.456787
	Iteration 61Q: 3 clusters Score -2202764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2202765.500000 Penalty: 3464.456787
	Iteration 62Q: 3 clusters Score -2202766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42018 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2202765.000000 Penalty: 3464.456787
	Iteration 63Q: 3 clusters Score -2202765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2202767.750000 Penalty: 3464.456787
	Iteration 64Q: 3 clusters Score -2202768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2202767.750000 Penalty: 3464.456787
	Iteration 65Q: 3 clusters Score -2202768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2202772.000000 Penalty: 3464.456787
	Iteration 66Q: 3 clusters Score -2202772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2202771.000000 Penalty: 3464.456787
	Iteration 67Q: 3 clusters Score -2202771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2202772.750000 Penalty: 3464.456787
	Iteration 68Q: 3 clusters Score -2202773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2202771.500000 Penalty: 3464.456787
	Iteration 69Q: 3 clusters Score -2202772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2202772.500000 Penalty: 3464.456787
	Iteration 70Q: 3 clusters Score -2202772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2202772.500000 Penalty: 3464.456787
	Iteration 71F: 3 clusters Score -2202772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Entering Unmasked Estep 
Score: -634031.250000 Penalty: 1537.403320
	Iteration 0F: 2 clusters Score -634031.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -625067.125000 Penalty: 3074.806641
	Iteration 0F: 3 clusters Score -625067.1 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -628041.562500 Penalty: 3074.806641
	Iteration 1F: 3 clusters Score -628041.6 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -628262.312500 Penalty: 3074.806641
	Iteration 2F: 3 clusters Score -628262.3 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -628447.187500 Penalty: 3074.806641
	Iteration 3Q: 3 clusters Score -628447.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -628613.875000 Penalty: 3074.806641
	Iteration 4Q: 3 clusters Score -628613.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -628805.812500 Penalty: 3074.806641
	Iteration 5Q: 3 clusters Score -628805.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -628999.750000 Penalty: 3074.806641
	Iteration 6Q: 3 clusters Score -628999.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -629239.062500 Penalty: 3074.806641
	Iteration 7Q: 3 clusters Score -629239.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -629481.000000 Penalty: 3074.806641
	Iteration 8Q: 3 clusters Score -629481 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -629748.437500 Penalty: 3074.806641
	Iteration 9Q: 3 clusters Score -629748.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -630141.500000 Penalty: 3074.806641
	Iteration 10Q: 3 clusters Score -630141.5 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -630582.250000 Penalty: 3074.806641
	Iteration 11Q: 3 clusters Score -630582.2 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -631015.812500 Penalty: 3074.806641
	Iteration 12Q: 3 clusters Score -631015.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -631346.062500 Penalty: 3074.806641
	Iteration 13Q: 3 clusters Score -631346.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -631615.000000 Penalty: 3074.806641
	Iteration 14Q: 3 clusters Score -631615 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -631820.125000 Penalty: 3074.806641
	Iteration 15Q: 3 clusters Score -631820.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -631984.437500 Penalty: 3074.806641
	Iteration 16Q: 3 clusters Score -631984.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -632121.312500 Penalty: 3074.806641
	Iteration 17Q: 3 clusters Score -632121.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -632214.250000 Penalty: 3074.806641
	Iteration 18Q: 3 clusters Score -632214.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -632300.312500 Penalty: 3074.806641
	Iteration 19Q: 3 clusters Score -632300.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -632368.750000 Penalty: 3074.806641
	Iteration 20F: 3 clusters Score -632368.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -632417.812500 Penalty: 3074.806641
	Iteration 21Q: 3 clusters Score -632417.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -632454.562500 Penalty: 3074.806641
	Iteration 22Q: 3 clusters Score -632454.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -632489.312500 Penalty: 3074.806641
	Iteration 23Q: 3 clusters Score -632489.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -632519.437500 Penalty: 3074.806641
	Iteration 24Q: 3 clusters Score -632519.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -632547.000000 Penalty: 3074.806641
	Iteration 25Q: 3 clusters Score -632547 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -632575.500000 Penalty: 3074.806641
	Iteration 26Q: 3 clusters Score -632575.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -632598.375000 Penalty: 3074.806641
	Iteration 27Q: 3 clusters Score -632598.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -632616.875000 Penalty: 3074.806641
	Iteration 28Q: 3 clusters Score -632616.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -632629.875000 Penalty: 3074.806641
	Iteration 29Q: 3 clusters Score -632629.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -632641.062500 Penalty: 3074.806641
	Iteration 30Q: 3 clusters Score -632641.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -632650.187500 Penalty: 3074.806641
	Iteration 31Q: 3 clusters Score -632650.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -632660.062500 Penalty: 3074.806641
	Iteration 32Q: 3 clusters Score -632660.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -632669.687500 Penalty: 3074.806641
	Iteration 33Q: 3 clusters Score -632669.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -632676.437500 Penalty: 3074.806641
	Iteration 34Q: 3 clusters Score -632676.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -632680.750000 Penalty: 3074.806641
	Iteration 35Q: 3 clusters Score -632680.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -632687.750000 Penalty: 3074.806641
	Iteration 36Q: 3 clusters Score -632687.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -632691.187500 Penalty: 3074.806641
	Iteration 37Q: 3 clusters Score -632691.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -632696.187500 Penalty: 3074.806641
	Iteration 38Q: 3 clusters Score -632696.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -632699.312500 Penalty: 3074.806641
	Iteration 39Q: 3 clusters Score -632699.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -632702.625000 Penalty: 3074.806641
	Iteration 40F: 3 clusters Score -632702.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -632705.062500 Penalty: 3074.806641
	Iteration 41Q: 3 clusters Score -632705.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -632707.312500 Penalty: 3074.806641
	Iteration 42Q: 3 clusters Score -632707.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -632706.750000 Penalty: 3074.806641
	Iteration 43Q: 3 clusters Score -632706.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -632707.312500 Penalty: 3074.806641
	Iteration 44Q: 3 clusters Score -632707.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -632711.062500 Penalty: 3074.806641
	Iteration 45Q: 3 clusters Score -632711.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -632710.812500 Penalty: 3074.806641
	Iteration 46Q: 3 clusters Score -632710.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -632712.750000 Penalty: 3074.806641
	Iteration 47Q: 3 clusters Score -632712.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -632713.437500 Penalty: 3074.806641
	Iteration 48Q: 3 clusters Score -632713.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -632716.312500 Penalty: 3074.806641
	Iteration 49Q: 3 clusters Score -632716.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -632717.562500 Penalty: 3074.806641
	Iteration 50Q: 3 clusters Score -632717.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -632718.375000 Penalty: 3074.806641
	Iteration 51Q: 3 clusters Score -632718.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -632720.250000 Penalty: 3074.806641
	Iteration 52Q: 3 clusters Score -632720.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -632721.750000 Penalty: 3074.806641
	Iteration 53Q: 3 clusters Score -632721.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -632722.687500 Penalty: 3074.806641
	Iteration 54Q: 3 clusters Score -632722.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -632724.687500 Penalty: 3074.806641
	Iteration 55Q: 3 clusters Score -632724.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -632725.187500 Penalty: 3074.806641
	Iteration 56Q: 3 clusters Score -632725.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -632726.000000 Penalty: 3074.806641
	Iteration 57Q: 3 clusters Score -632726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -632726.000000 Penalty: 3074.806641
	Iteration 58Q: 3 clusters Score -632726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -632726.812500 Penalty: 3074.806641
	Iteration 59Q: 3 clusters Score -632726.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -632726.812500 Penalty: 3074.806641
	Iteration 60F: 3 clusters Score -632726.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Entering Unmasked Estep 
Score: -393911.718750 Penalty: 1447.288818
	Iteration 0F: 2 clusters Score -393911.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -388459.750000 Penalty: 2894.577637
	Iteration 0F: 3 clusters Score -388459.8 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -390115.750000 Penalty: 2894.577637
	Iteration 1F: 3 clusters Score -390115.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -390307.875000 Penalty: 2894.577637
	Iteration 2F: 3 clusters Score -390307.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -390436.343750 Penalty: 2894.577637
	Iteration 3Q: 3 clusters Score -390436.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -390546.000000 Penalty: 2894.577637
	Iteration 4Q: 3 clusters Score -390546 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -390621.500000 Penalty: 2894.577637
	Iteration 5Q: 3 clusters Score -390621.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -390695.687500 Penalty: 2894.577637
	Iteration 6Q: 3 clusters Score -390695.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -390774.406250 Penalty: 2894.577637
	Iteration 7Q: 3 clusters Score -390774.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -390868.125000 Penalty: 2894.577637
	Iteration 8Q: 3 clusters Score -390868.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -390961.375000 Penalty: 2894.577637
	Iteration 9Q: 3 clusters Score -390961.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -391069.312500 Penalty: 2894.577637
	Iteration 10Q: 3 clusters Score -391069.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -391183.718750 Penalty: 2894.577637
	Iteration 11Q: 3 clusters Score -391183.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -391291.062500 Penalty: 2894.577637
	Iteration 12Q: 3 clusters Score -391291.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -391413.781250 Penalty: 2894.577637
	Iteration 13Q: 3 clusters Score -391413.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -391567.718750 Penalty: 2894.577637
	Iteration 14Q: 3 clusters Score -391567.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -391743.312500 Penalty: 2894.577637
	Iteration 15Q: 3 clusters Score -391743.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -391921.843750 Penalty: 2894.577637
	Iteration 16Q: 3 clusters Score -391921.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -392084.906250 Penalty: 2894.577637
	Iteration 17Q: 3 clusters Score -392084.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -392248.343750 Penalty: 2894.577637
	Iteration 18Q: 3 clusters Score -392248.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -392366.406250 Penalty: 2894.577637
	Iteration 19Q: 3 clusters Score -392366.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -392447.843750 Penalty: 2894.577637
	Iteration 20F: 3 clusters Score -392447.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -392498.531250 Penalty: 2894.577637
	Iteration 21Q: 3 clusters Score -392498.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -392540.218750 Penalty: 2894.577637
	Iteration 22Q: 3 clusters Score -392540.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -392572.812500 Penalty: 2894.577637
	Iteration 23Q: 3 clusters Score -392572.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -392598.125000 Penalty: 2894.577637
	Iteration 24Q: 3 clusters Score -392598.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -392611.375000 Penalty: 2894.577637
	Iteration 25Q: 3 clusters Score -392611.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -392630.875000 Penalty: 2894.577637
	Iteration 26Q: 3 clusters Score -392630.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -392641.625000 Penalty: 2894.577637
	Iteration 27Q: 3 clusters Score -392641.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -392648.593750 Penalty: 2894.577637
	Iteration 28Q: 3 clusters Score -392648.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -392656.531250 Penalty: 2894.577637
	Iteration 29Q: 3 clusters Score -392656.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -392664.218750 Penalty: 2894.577637
	Iteration 30Q: 3 clusters Score -392664.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -392667.781250 Penalty: 2894.577637
	Iteration 31Q: 3 clusters Score -392667.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -392670.218750 Penalty: 2894.577637
	Iteration 32Q: 3 clusters Score -392670.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -392671.156250 Penalty: 2894.577637
	Iteration 33Q: 3 clusters Score -392671.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -392673.562500 Penalty: 2894.577637
	Iteration 34Q: 3 clusters Score -392673.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -392673.562500 Penalty: 2894.577637
	Iteration 35F: 3 clusters Score -392673.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Entering Unmasked Estep 
Score: -207490.312500 Penalty: 1368.038452
	Iteration 0F: 2 clusters Score -207490.3 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 2234 members 
Entering Unmasked Estep 
Score: -203773.578125 Penalty: 2736.076904
	Iteration 0F: 3 clusters Score -203773.6 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -204833.781250 Penalty: 2736.076904
	Iteration 1F: 3 clusters Score -204833.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -205004.921875 Penalty: 2736.076904
	Iteration 2F: 3 clusters Score -205004.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -205112.843750 Penalty: 2736.076904
	Iteration 3Q: 3 clusters Score -205112.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -205219.968750 Penalty: 2736.076904
	Iteration 4Q: 3 clusters Score -205220 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -205335.093750 Penalty: 2736.076904
	Iteration 5Q: 3 clusters Score -205335.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -205451.734375 Penalty: 2736.076904
	Iteration 6Q: 3 clusters Score -205451.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -205584.406250 Penalty: 2736.076904
	Iteration 7Q: 3 clusters Score -205584.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -205742.390625 Penalty: 2736.076904
	Iteration 8Q: 3 clusters Score -205742.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -205914.812500 Penalty: 2736.076904
	Iteration 9Q: 3 clusters Score -205914.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -206083.203125 Penalty: 2736.076904
	Iteration 10Q: 3 clusters Score -206083.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -206231.156250 Penalty: 2736.076904
	Iteration 11Q: 3 clusters Score -206231.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -206322.796875 Penalty: 2736.076904
	Iteration 12Q: 3 clusters Score -206322.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -206374.218750 Penalty: 2736.076904
	Iteration 13Q: 3 clusters Score -206374.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -206411.734375 Penalty: 2736.076904
	Iteration 14Q: 3 clusters Score -206411.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -206436.125000 Penalty: 2736.076904
	Iteration 15Q: 3 clusters Score -206436.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -206447.890625 Penalty: 2736.076904
	Iteration 16Q: 3 clusters Score -206447.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -206455.015625 Penalty: 2736.076904
	Iteration 17Q: 3 clusters Score -206455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -206457.343750 Penalty: 2736.076904
	Iteration 18Q: 3 clusters Score -206457.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -206458.937500 Penalty: 2736.076904
	Iteration 19Q: 3 clusters Score -206458.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -206459.718750 Penalty: 2736.076904
	Iteration 20F: 3 clusters Score -206459.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -206460.343750 Penalty: 2736.076904
	Iteration 21Q: 3 clusters Score -206460.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -206461.531250 Penalty: 2736.076904
	Iteration 22Q: 3 clusters Score -206461.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -206461.593750 Penalty: 2736.076904
	Iteration 23Q: 3 clusters Score -206461.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -206461.593750 Penalty: 2736.076904
	Iteration 24F: 3 clusters Score -206461.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Entering Unmasked Estep 
Score: -506091.750000 Penalty: 1494.899414
	Iteration 0F: 2 clusters Score -506091.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -499022.937500 Penalty: 2989.798828
	Iteration 0F: 3 clusters Score -499022.9 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -501255.156250 Penalty: 2989.798828
	Iteration 1F: 3 clusters Score -501255.2 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -501480.093750 Penalty: 2989.798828
	Iteration 2F: 3 clusters Score -501480.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -501649.843750 Penalty: 2989.798828
	Iteration 3Q: 3 clusters Score -501649.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -501800.187500 Penalty: 2989.798828
	Iteration 4Q: 3 clusters Score -501800.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -501934.718750 Penalty: 2989.798828
	Iteration 5Q: 3 clusters Score -501934.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -502058.187500 Penalty: 2989.798828
	Iteration 6Q: 3 clusters Score -502058.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -502198.875000 Penalty: 2989.798828
	Iteration 7Q: 3 clusters Score -502198.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -502347.968750 Penalty: 2989.798828
	Iteration 8Q: 3 clusters Score -502348 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -502499.375000 Penalty: 2989.798828
	Iteration 9Q: 3 clusters Score -502499.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -502658.000000 Penalty: 2989.798828
	Iteration 10Q: 3 clusters Score -502658 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -502822.500000 Penalty: 2989.798828
	Iteration 11Q: 3 clusters Score -502822.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -503004.968750 Penalty: 2989.798828
	Iteration 12Q: 3 clusters Score -503005 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -503210.437500 Penalty: 2989.798828
	Iteration 13Q: 3 clusters Score -503210.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -503405.406250 Penalty: 2989.798828
	Iteration 14Q: 3 clusters Score -503405.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -503615.406250 Penalty: 2989.798828
	Iteration 15Q: 3 clusters Score -503615.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -503814.593750 Penalty: 2989.798828
	Iteration 16Q: 3 clusters Score -503814.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -504045.562500 Penalty: 2989.798828
	Iteration 17Q: 3 clusters Score -504045.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -504301.562500 Penalty: 2989.798828
	Iteration 18Q: 3 clusters Score -504301.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -504549.406250 Penalty: 2989.798828
	Iteration 19Q: 3 clusters Score -504549.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -504759.031250 Penalty: 2989.798828
	Iteration 20F: 3 clusters Score -504759 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -504911.718750 Penalty: 2989.798828
	Iteration 21Q: 3 clusters Score -504911.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -505014.687500 Penalty: 2989.798828
	Iteration 22Q: 3 clusters Score -505014.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -505089.937500 Penalty: 2989.798828
	Iteration 23Q: 3 clusters Score -505089.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -505137.656250 Penalty: 2989.798828
	Iteration 24Q: 3 clusters Score -505137.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -505158.343750 Penalty: 2989.798828
	Iteration 25Q: 3 clusters Score -505158.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -505167.750000 Penalty: 2989.798828
	Iteration 26Q: 3 clusters Score -505167.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -505172.656250 Penalty: 2989.798828
	Iteration 27Q: 3 clusters Score -505172.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -505179.906250 Penalty: 2989.798828
	Iteration 28Q: 3 clusters Score -505179.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -505185.656250 Penalty: 2989.798828
	Iteration 29Q: 3 clusters Score -505185.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -505193.593750 Penalty: 2989.798828
	Iteration 30Q: 3 clusters Score -505193.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -505201.031250 Penalty: 2989.798828
	Iteration 31Q: 3 clusters Score -505201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -505208.375000 Penalty: 2989.798828
	Iteration 32Q: 3 clusters Score -505208.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -505210.031250 Penalty: 2989.798828
	Iteration 33Q: 3 clusters Score -505210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -505213.500000 Penalty: 2989.798828
	Iteration 34Q: 3 clusters Score -505213.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -505215.781250 Penalty: 2989.798828
	Iteration 35Q: 3 clusters Score -505215.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -505216.875000 Penalty: 2989.798828
	Iteration 36Q: 3 clusters Score -505216.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -505218.625000 Penalty: 2989.798828
	Iteration 37Q: 3 clusters Score -505218.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -505220.593750 Penalty: 2989.798828
	Iteration 38Q: 3 clusters Score -505220.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -505221.000000 Penalty: 2989.798828
	Iteration 39Q: 3 clusters Score -505221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -505221.000000 Penalty: 2989.798828
	Iteration 40F: 3 clusters Score -505221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (195910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195910 members 
Entering Unmasked Estep 
Score: -9842421.000000 Penalty: 1980.129150
	Iteration 0F: 2 clusters Score -9842421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98298 members 
Mstep: Class 2 contains 97612 members 
Entering Unmasked Estep 
Score: -9710546.000000 Penalty: 3960.258301
	Iteration 0F: 3 clusters Score -9710546 nChanged 94879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108323 members 
Mstep: Class 2 contains 87587 members 
Entering Unmasked Estep 
Score: -9768236.000000 Penalty: 3960.258301
	Iteration 1F: 3 clusters Score -9768236 nChanged 8472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114701 members 
Mstep: Class 2 contains 81209 members 
Entering Unmasked Estep 
Score: -9771642.000000 Penalty: 3960.258301
	Iteration 2Q: 3 clusters Score -9771642 nChanged 11244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124123 members 
Mstep: Class 2 contains 71787 members 
Entering Unmasked Estep 
Score: -9777793.000000 Penalty: 3960.258301
	Iteration 3F: 3 clusters Score -9777793 nChanged 14471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136952 members 
Mstep: Class 2 contains 58958 members 
Entering Unmasked Estep 
Score: -9788028.000000 Penalty: 3960.258301
	Iteration 4F: 3 clusters Score -9788028 nChanged 16849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152447 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -9802808.000000 Penalty: 3960.258301
	Iteration 5F: 3 clusters Score -9802808 nChanged 16113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167598 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -9818683.000000 Penalty: 3960.258301
	Iteration 6F: 3 clusters Score -9818683 nChanged 11784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178762 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -9830115.000000 Penalty: 3960.258301
	Iteration 7F: 3 clusters Score -9830115 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185021 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -9835828.000000 Penalty: 3960.258301
	Iteration 8Q: 3 clusters Score -9835828 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188266 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -9838804.000000 Penalty: 3960.258301
	Iteration 9Q: 3 clusters Score -9838804 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189812 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -9840256.000000 Penalty: 3960.258301
	Iteration 10Q: 3 clusters Score -9840256 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190510 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -9841060.000000 Penalty: 3960.258301
	Iteration 11Q: 3 clusters Score -9841060 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190820 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -9841581.000000 Penalty: 3960.258301
	Iteration 12Q: 3 clusters Score -9841581 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190938 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -9841843.000000 Penalty: 3960.258301
	Iteration 13Q: 3 clusters Score -9841843 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190986 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -9842032.000000 Penalty: 3960.258301
	Iteration 14Q: 3 clusters Score -9842032 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191013 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -9842156.000000 Penalty: 3960.258301
	Iteration 15Q: 3 clusters Score -9842156 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191027 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -9842209.000000 Penalty: 3960.258301
	Iteration 16Q: 3 clusters Score -9842209 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191034 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -9842257.000000 Penalty: 3960.258301
	Iteration 17Q: 3 clusters Score -9842257 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191030 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -9842254.000000 Penalty: 3960.258301
	Iteration 18Q: 3 clusters Score -9842254 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191019 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -9842292.000000 Penalty: 3960.258301
	Iteration 19Q: 3 clusters Score -9842292 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191030 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -9842296.000000 Penalty: 3960.258301
	Iteration 20F: 3 clusters Score -9842296 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191035 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -9842305.000000 Penalty: 3960.258301
	Iteration 21Q: 3 clusters Score -9842305 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191051 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -9842352.000000 Penalty: 3960.258301
	Iteration 22Q: 3 clusters Score -9842352 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191066 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -9842367.000000 Penalty: 3960.258301
	Iteration 23Q: 3 clusters Score -9842367 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191086 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -9842362.000000 Penalty: 3960.258301
	Iteration 24Q: 3 clusters Score -9842362 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191106 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -9842341.000000 Penalty: 3960.258301
	Iteration 25Q: 3 clusters Score -9842341 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191122 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -9842343.000000 Penalty: 3960.258301
	Iteration 26Q: 3 clusters Score -9842343 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191128 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -9842358.000000 Penalty: 3960.258301
	Iteration 27Q: 3 clusters Score -9842358 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191128 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -9842363.000000 Penalty: 3960.258301
	Iteration 28Q: 3 clusters Score -9842363 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191138 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -9842358.000000 Penalty: 3960.258301
	Iteration 29Q: 3 clusters Score -9842358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191141 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -9842358.000000 Penalty: 3960.258301
	Iteration 30Q: 3 clusters Score -9842358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191141 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -9842356.000000 Penalty: 3960.258301
	Iteration 31Q: 3 clusters Score -9842356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191151 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -9842374.000000 Penalty: 3960.258301
	Iteration 32Q: 3 clusters Score -9842374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191158 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -9842372.000000 Penalty: 3960.258301
	Iteration 33Q: 3 clusters Score -9842372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191157 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -9842361.000000 Penalty: 3960.258301
	Iteration 34Q: 3 clusters Score -9842361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191159 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -9842357.000000 Penalty: 3960.258301
	Iteration 35Q: 3 clusters Score -9842357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191161 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -9842357.000000 Penalty: 3960.258301
	Iteration 36Q: 3 clusters Score -9842357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191163 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -9842351.000000 Penalty: 3960.258301
	Iteration 37Q: 3 clusters Score -9842351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191162 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -9842351.000000 Penalty: 3960.258301
	Iteration 38Q: 3 clusters Score -9842351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191160 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -9842348.000000 Penalty: 3960.258301
	Iteration 39Q: 3 clusters Score -9842348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191160 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -9842355.000000 Penalty: 3960.258301
	Iteration 40F: 3 clusters Score -9842355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191160 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -9842352.000000 Penalty: 3960.258301
	Iteration 41Q: 3 clusters Score -9842352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191159 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -9842357.000000 Penalty: 3960.258301
	Iteration 42Q: 3 clusters Score -9842357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191160 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -9842356.000000 Penalty: 3960.258301
	Iteration 43Q: 3 clusters Score -9842356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191162 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -9842357.000000 Penalty: 3960.258301
	Iteration 44Q: 3 clusters Score -9842357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191164 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -9842349.000000 Penalty: 3960.258301
	Iteration 45Q: 3 clusters Score -9842349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191164 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -9842346.000000 Penalty: 3960.258301
	Iteration 46Q: 3 clusters Score -9842346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191165 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -9842345.000000 Penalty: 3960.258301
	Iteration 47Q: 3 clusters Score -9842345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191163 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -9842341.000000 Penalty: 3960.258301
	Iteration 48Q: 3 clusters Score -9842341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191164 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -9842338.000000 Penalty: 3960.258301
	Iteration 49Q: 3 clusters Score -9842338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191166 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -9842338.000000 Penalty: 3960.258301
	Iteration 50Q: 3 clusters Score -9842338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191167 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -9842343.000000 Penalty: 3960.258301
	Iteration 51Q: 3 clusters Score -9842343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191167 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -9842343.000000 Penalty: 3960.258301
	Iteration 52F: 3 clusters Score -9842343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Entering Unmasked Estep 
Score: -1170496.000000 Penalty: 1629.162720
	Iteration 0F: 2 clusters Score -1170496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1155256.375000 Penalty: 3258.325439
	Iteration 0F: 3 clusters Score -1155256 nChanged 10236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1161089.000000 Penalty: 3258.325439
	Iteration 1F: 3 clusters Score -1161089 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1161690.250000 Penalty: 3258.325439
	Iteration 2F: 3 clusters Score -1161690 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1162437.250000 Penalty: 3258.325439
	Iteration 3F: 3 clusters Score -1162437 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1163383.125000 Penalty: 3258.325439
	Iteration 4F: 3 clusters Score -1163383 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1164445.375000 Penalty: 3258.325439
	Iteration 5F: 3 clusters Score -1164445 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -1165398.125000 Penalty: 3258.325439
	Iteration 6F: 3 clusters Score -1165398 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -1166264.500000 Penalty: 3258.325439
	Iteration 7F: 3 clusters Score -1166264 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -1166956.000000 Penalty: 3258.325439
	Iteration 8Q: 3 clusters Score -1166956 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -1167475.000000 Penalty: 3258.325439
	Iteration 9Q: 3 clusters Score -1167475 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -1167790.125000 Penalty: 3258.325439
	Iteration 10Q: 3 clusters Score -1167790 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -1168012.875000 Penalty: 3258.325439
	Iteration 11Q: 3 clusters Score -1168013 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -1168179.750000 Penalty: 3258.325439
	Iteration 12Q: 3 clusters Score -1168180 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -1168318.625000 Penalty: 3258.325439
	Iteration 13Q: 3 clusters Score -1168319 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -1168418.125000 Penalty: 3258.325439
	Iteration 14Q: 3 clusters Score -1168418 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -1168505.250000 Penalty: 3258.325439
	Iteration 15Q: 3 clusters Score -1168505 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -1168581.250000 Penalty: 3258.325439
	Iteration 16Q: 3 clusters Score -1168581 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -1168668.000000 Penalty: 3258.325439
	Iteration 17Q: 3 clusters Score -1168668 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -1168746.250000 Penalty: 3258.325439
	Iteration 18Q: 3 clusters Score -1168746 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -1168814.875000 Penalty: 3258.325439
	Iteration 19Q: 3 clusters Score -1168815 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -1168884.500000 Penalty: 3258.325439
	Iteration 20F: 3 clusters Score -1168884 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -1168955.375000 Penalty: 3258.325439
	Iteration 21Q: 3 clusters Score -1168955 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -1169008.500000 Penalty: 3258.325439
	Iteration 22Q: 3 clusters Score -1169008 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -1169049.750000 Penalty: 3258.325439
	Iteration 23Q: 3 clusters Score -1169050 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -1169098.875000 Penalty: 3258.325439
	Iteration 24Q: 3 clusters Score -1169099 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -1169143.500000 Penalty: 3258.325439
	Iteration 25Q: 3 clusters Score -1169144 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -1169181.000000 Penalty: 3258.325439
	Iteration 26Q: 3 clusters Score -1169181 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -1169204.125000 Penalty: 3258.325439
	Iteration 27Q: 3 clusters Score -1169204 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -1169228.500000 Penalty: 3258.325439
	Iteration 28Q: 3 clusters Score -1169228 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -1169240.625000 Penalty: 3258.325439
	Iteration 29Q: 3 clusters Score -1169241 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -1169249.750000 Penalty: 3258.325439
	Iteration 30Q: 3 clusters Score -1169250 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -1169261.750000 Penalty: 3258.325439
	Iteration 31Q: 3 clusters Score -1169262 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -1169273.250000 Penalty: 3258.325439
	Iteration 32Q: 3 clusters Score -1169273 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -1169279.125000 Penalty: 3258.325439
	Iteration 33Q: 3 clusters Score -1169279 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -1169288.375000 Penalty: 3258.325439
	Iteration 34Q: 3 clusters Score -1169288 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -1169294.750000 Penalty: 3258.325439
	Iteration 35Q: 3 clusters Score -1169295 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -1169305.250000 Penalty: 3258.325439
	Iteration 36Q: 3 clusters Score -1169305 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -1169305.125000 Penalty: 3258.325439
	Iteration 37Q: 3 clusters Score -1169305 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -1169312.750000 Penalty: 3258.325439
	Iteration 38Q: 3 clusters Score -1169313 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -1169318.875000 Penalty: 3258.325439
	Iteration 39Q: 3 clusters Score -1169319 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -1169334.250000 Penalty: 3258.325439
	Iteration 40F: 3 clusters Score -1169334 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -1169343.625000 Penalty: 3258.325439
	Iteration 41Q: 3 clusters Score -1169344 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -1169354.000000 Penalty: 3258.325439
	Iteration 42Q: 3 clusters Score -1169354 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -1169365.375000 Penalty: 3258.325439
	Iteration 43Q: 3 clusters Score -1169365 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -1169369.750000 Penalty: 3258.325439
	Iteration 44Q: 3 clusters Score -1169370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -1169373.000000 Penalty: 3258.325439
	Iteration 45Q: 3 clusters Score -1169373 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -1169379.250000 Penalty: 3258.325439
	Iteration 46Q: 3 clusters Score -1169379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -1169380.875000 Penalty: 3258.325439
	Iteration 47Q: 3 clusters Score -1169381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -1169382.625000 Penalty: 3258.325439
	Iteration 48Q: 3 clusters Score -1169383 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -1169390.375000 Penalty: 3258.325439
	Iteration 49Q: 3 clusters Score -1169390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -1169398.125000 Penalty: 3258.325439
	Iteration 50Q: 3 clusters Score -1169398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -1169407.875000 Penalty: 3258.325439
	Iteration 51Q: 3 clusters Score -1169408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -1169410.125000 Penalty: 3258.325439
	Iteration 52Q: 3 clusters Score -1169410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -1169419.625000 Penalty: 3258.325439
	Iteration 53Q: 3 clusters Score -1169420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -1169422.000000 Penalty: 3258.325439
	Iteration 54Q: 3 clusters Score -1169422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -1169423.250000 Penalty: 3258.325439
	Iteration 55Q: 3 clusters Score -1169423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -1169426.000000 Penalty: 3258.325439
	Iteration 56Q: 3 clusters Score -1169426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -1169425.125000 Penalty: 3258.325439
	Iteration 57Q: 3 clusters Score -1169425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -1169425.750000 Penalty: 3258.325439
	Iteration 58Q: 3 clusters Score -1169426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -1169426.625000 Penalty: 3258.325439
	Iteration 59Q: 3 clusters Score -1169427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -1169425.625000 Penalty: 3258.325439
	Iteration 60F: 3 clusters Score -1169426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -1169426.625000 Penalty: 3258.325439
	Iteration 61Q: 3 clusters Score -1169427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -1169430.250000 Penalty: 3258.325439
	Iteration 62Q: 3 clusters Score -1169430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -1169429.875000 Penalty: 3258.325439
	Iteration 63Q: 3 clusters Score -1169430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -1169429.875000 Penalty: 3258.325439
	Iteration 64Q: 3 clusters Score -1169430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -1169431.750000 Penalty: 3258.325439
	Iteration 65Q: 3 clusters Score -1169432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -1169437.250000 Penalty: 3258.325439
	Iteration 66Q: 3 clusters Score -1169437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -1169437.750000 Penalty: 3258.325439
	Iteration 67Q: 3 clusters Score -1169438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -1169440.250000 Penalty: 3258.325439
	Iteration 68Q: 3 clusters Score -1169440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -1169443.750000 Penalty: 3258.325439
	Iteration 69Q: 3 clusters Score -1169444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -1169444.125000 Penalty: 3258.325439
	Iteration 70Q: 3 clusters Score -1169444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -1169444.250000 Penalty: 3258.325439
	Iteration 71Q: 3 clusters Score -1169444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -1169449.375000 Penalty: 3258.325439
	Iteration 72Q: 3 clusters Score -1169449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -1169452.875000 Penalty: 3258.325439
	Iteration 73Q: 3 clusters Score -1169453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -1169456.000000 Penalty: 3258.325439
	Iteration 74Q: 3 clusters Score -1169456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -1169459.250000 Penalty: 3258.325439
	Iteration 75Q: 3 clusters Score -1169459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -1169464.500000 Penalty: 3258.325439
	Iteration 76Q: 3 clusters Score -1169464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -1169464.875000 Penalty: 3258.325439
	Iteration 77Q: 3 clusters Score -1169465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -1169467.125000 Penalty: 3258.325439
	Iteration 78Q: 3 clusters Score -1169467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -1169465.125000 Penalty: 3258.325439
	Iteration 79Q: 3 clusters Score -1169465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -1169465.125000 Penalty: 3258.325439
	Iteration 80F: 3 clusters Score -1169465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Entering Unmasked Estep 
Score: -110021.398438 Penalty: 1266.189575
	Iteration 0F: 2 clusters Score -110021.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -107708.304688 Penalty: 2532.379150
	Iteration 0F: 3 clusters Score -107708.3 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -108235.109375 Penalty: 2532.379150
	Iteration 1F: 3 clusters Score -108235.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -108343.703125 Penalty: 2532.379150
	Iteration 2F: 3 clusters Score -108343.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -108423.453125 Penalty: 2532.379150
	Iteration 3Q: 3 clusters Score -108423.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -108475.601562 Penalty: 2532.379150
	Iteration 4Q: 3 clusters Score -108475.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -108528.500000 Penalty: 2532.379150
	Iteration 5Q: 3 clusters Score -108528.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -108604.210938 Penalty: 2532.379150
	Iteration 6Q: 3 clusters Score -108604.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -108673.382812 Penalty: 2532.379150
	Iteration 7Q: 3 clusters Score -108673.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -108719.023438 Penalty: 2532.379150
	Iteration 8Q: 3 clusters Score -108719 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -108763.000000 Penalty: 2532.379150
	Iteration 9Q: 3 clusters Score -108763 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -108813.554688 Penalty: 2532.379150
	Iteration 10Q: 3 clusters Score -108813.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -108858.640625 Penalty: 2532.379150
	Iteration 11Q: 3 clusters Score -108858.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -108900.546875 Penalty: 2532.379150
	Iteration 12Q: 3 clusters Score -108900.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -108940.835938 Penalty: 2532.379150
	Iteration 13Q: 3 clusters Score -108940.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -108978.023438 Penalty: 2532.379150
	Iteration 14Q: 3 clusters Score -108978 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -109008.796875 Penalty: 2532.379150
	Iteration 15Q: 3 clusters Score -109008.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -109039.125000 Penalty: 2532.379150
	Iteration 16Q: 3 clusters Score -109039.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -109060.679688 Penalty: 2532.379150
	Iteration 17Q: 3 clusters Score -109060.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -109083.437500 Penalty: 2532.379150
	Iteration 18Q: 3 clusters Score -109083.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -109113.531250 Penalty: 2532.379150
	Iteration 19Q: 3 clusters Score -109113.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -109154.414062 Penalty: 2532.379150
	Iteration 20F: 3 clusters Score -109154.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -109191.789062 Penalty: 2532.379150
	Iteration 21Q: 3 clusters Score -109191.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -109229.796875 Penalty: 2532.379150
	Iteration 22Q: 3 clusters Score -109229.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -109266.937500 Penalty: 2532.379150
	Iteration 23Q: 3 clusters Score -109266.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -109304.804688 Penalty: 2532.379150
	Iteration 24Q: 3 clusters Score -109304.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -109327.656250 Penalty: 2532.379150
	Iteration 25Q: 3 clusters Score -109327.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -109341.828125 Penalty: 2532.379150
	Iteration 26Q: 3 clusters Score -109341.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -109348.046875 Penalty: 2532.379150
	Iteration 27Q: 3 clusters Score -109348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -109358.960938 Penalty: 2532.379150
	Iteration 28Q: 3 clusters Score -109359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -109366.375000 Penalty: 2532.379150
	Iteration 29Q: 3 clusters Score -109366.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -109373.820312 Penalty: 2532.379150
	Iteration 30Q: 3 clusters Score -109373.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -109380.609375 Penalty: 2532.379150
	Iteration 31Q: 3 clusters Score -109380.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -109387.703125 Penalty: 2532.379150
	Iteration 32Q: 3 clusters Score -109387.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -109393.156250 Penalty: 2532.379150
	Iteration 33Q: 3 clusters Score -109393.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -109397.156250 Penalty: 2532.379150
	Iteration 34Q: 3 clusters Score -109397.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -109398.171875 Penalty: 2532.379150
	Iteration 35Q: 3 clusters Score -109398.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -109398.625000 Penalty: 2532.379150
	Iteration 36Q: 3 clusters Score -109398.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -109398.625000 Penalty: 2532.379150
	Iteration 37F: 3 clusters Score -109398.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Entering Unmasked Estep 
Score: -408994.812500 Penalty: 1455.929932
	Iteration 0F: 2 clusters Score -408994.8 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 3843 members 
Entering Unmasked Estep 
Score: -403173.062500 Penalty: 2911.859863
	Iteration 0F: 3 clusters Score -403173.1 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -404931.125000 Penalty: 2911.859863
	Iteration 1F: 3 clusters Score -404931.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -405122.687500 Penalty: 2911.859863
	Iteration 2F: 3 clusters Score -405122.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -405270.093750 Penalty: 2911.859863
	Iteration 3Q: 3 clusters Score -405270.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -405392.500000 Penalty: 2911.859863
	Iteration 4Q: 3 clusters Score -405392.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -405490.625000 Penalty: 2911.859863
	Iteration 5Q: 3 clusters Score -405490.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -405594.093750 Penalty: 2911.859863
	Iteration 6Q: 3 clusters Score -405594.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -405689.062500 Penalty: 2911.859863
	Iteration 7Q: 3 clusters Score -405689.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -405788.281250 Penalty: 2911.859863
	Iteration 8Q: 3 clusters Score -405788.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -405913.312500 Penalty: 2911.859863
	Iteration 9Q: 3 clusters Score -405913.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -406079.250000 Penalty: 2911.859863
	Iteration 10Q: 3 clusters Score -406079.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -406274.343750 Penalty: 2911.859863
	Iteration 11Q: 3 clusters Score -406274.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -406517.218750 Penalty: 2911.859863
	Iteration 12Q: 3 clusters Score -406517.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -406805.156250 Penalty: 2911.859863
	Iteration 13Q: 3 clusters Score -406805.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -407066.906250 Penalty: 2911.859863
	Iteration 14Q: 3 clusters Score -407066.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -407300.562500 Penalty: 2911.859863
	Iteration 15Q: 3 clusters Score -407300.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -407442.343750 Penalty: 2911.859863
	Iteration 16Q: 3 clusters Score -407442.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -407537.437500 Penalty: 2911.859863
	Iteration 17Q: 3 clusters Score -407537.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -407600.843750 Penalty: 2911.859863
	Iteration 18Q: 3 clusters Score -407600.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -407656.406250 Penalty: 2911.859863
	Iteration 19Q: 3 clusters Score -407656.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -407705.093750 Penalty: 2911.859863
	Iteration 20F: 3 clusters Score -407705.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -407740.531250 Penalty: 2911.859863
	Iteration 21Q: 3 clusters Score -407740.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -407762.156250 Penalty: 2911.859863
	Iteration 22Q: 3 clusters Score -407762.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -407774.718750 Penalty: 2911.859863
	Iteration 23Q: 3 clusters Score -407774.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -407787.593750 Penalty: 2911.859863
	Iteration 24Q: 3 clusters Score -407787.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -407793.312500 Penalty: 2911.859863
	Iteration 25Q: 3 clusters Score -407793.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -407795.656250 Penalty: 2911.859863
	Iteration 26Q: 3 clusters Score -407795.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -407798.406250 Penalty: 2911.859863
	Iteration 27Q: 3 clusters Score -407798.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -407800.718750 Penalty: 2911.859863
	Iteration 28Q: 3 clusters Score -407800.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -407803.406250 Penalty: 2911.859863
	Iteration 29Q: 3 clusters Score -407803.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -407806.125000 Penalty: 2911.859863
	Iteration 30Q: 3 clusters Score -407806.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -407810.312500 Penalty: 2911.859863
	Iteration 31Q: 3 clusters Score -407810.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -407816.250000 Penalty: 2911.859863
	Iteration 32Q: 3 clusters Score -407816.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -407819.281250 Penalty: 2911.859863
	Iteration 33Q: 3 clusters Score -407819.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -407823.062500 Penalty: 2911.859863
	Iteration 34Q: 3 clusters Score -407823.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -407825.375000 Penalty: 2911.859863
	Iteration 35Q: 3 clusters Score -407825.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -407826.187500 Penalty: 2911.859863
	Iteration 36Q: 3 clusters Score -407826.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -407827.781250 Penalty: 2911.859863
	Iteration 37Q: 3 clusters Score -407827.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -407830.281250 Penalty: 2911.859863
	Iteration 38Q: 3 clusters Score -407830.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -407833.531250 Penalty: 2911.859863
	Iteration 39Q: 3 clusters Score -407833.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -407835.500000 Penalty: 2911.859863
	Iteration 40F: 3 clusters Score -407835.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Entering Unmasked Estep 
Score: -542139.562500 Penalty: 1495.145630
	Iteration 0F: 2 clusters Score -542139.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -535120.687500 Penalty: 2990.291260
	Iteration 0F: 3 clusters Score -535120.7 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -537361.000000 Penalty: 2990.291260
	Iteration 1F: 3 clusters Score -537361 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -537606.062500 Penalty: 2990.291260
	Iteration 2F: 3 clusters Score -537606.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -537828.937500 Penalty: 2990.291260
	Iteration 3F: 3 clusters Score -537828.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -538059.312500 Penalty: 2990.291260
	Iteration 4Q: 3 clusters Score -538059.3 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -538335.437500 Penalty: 2990.291260
	Iteration 5F: 3 clusters Score -538335.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -538667.187500 Penalty: 2990.291260
	Iteration 6F: 3 clusters Score -538667.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -539038.000000 Penalty: 2990.291260
	Iteration 7F: 3 clusters Score -539038 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -539431.562500 Penalty: 2990.291260
	Iteration 8F: 3 clusters Score -539431.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -539830.625000 Penalty: 2990.291260
	Iteration 9Q: 3 clusters Score -539830.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -540172.875000 Penalty: 2990.291260
	Iteration 10Q: 3 clusters Score -540172.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -540442.187500 Penalty: 2990.291260
	Iteration 11Q: 3 clusters Score -540442.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -540621.500000 Penalty: 2990.291260
	Iteration 12Q: 3 clusters Score -540621.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -540745.187500 Penalty: 2990.291260
	Iteration 13Q: 3 clusters Score -540745.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -540799.375000 Penalty: 2990.291260
	Iteration 14Q: 3 clusters Score -540799.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -540830.312500 Penalty: 2990.291260
	Iteration 15Q: 3 clusters Score -540830.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -540848.562500 Penalty: 2990.291260
	Iteration 16Q: 3 clusters Score -540848.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -540857.875000 Penalty: 2990.291260
	Iteration 17Q: 3 clusters Score -540857.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -540863.750000 Penalty: 2990.291260
	Iteration 18Q: 3 clusters Score -540863.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -540870.000000 Penalty: 2990.291260
	Iteration 19Q: 3 clusters Score -540870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -540874.937500 Penalty: 2990.291260
	Iteration 20F: 3 clusters Score -540874.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -540875.750000 Penalty: 2990.291260
	Iteration 21Q: 3 clusters Score -540875.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -540876.500000 Penalty: 2990.291260
	Iteration 22Q: 3 clusters Score -540876.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -540878.187500 Penalty: 2990.291260
	Iteration 23Q: 3 clusters Score -540878.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -540879.812500 Penalty: 2990.291260
	Iteration 24Q: 3 clusters Score -540879.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -540880.562500 Penalty: 2990.291260
	Iteration 25Q: 3 clusters Score -540880.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -540884.250000 Penalty: 2990.291260
	Iteration 26Q: 3 clusters Score -540884.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -540885.937500 Penalty: 2990.291260
	Iteration 27Q: 3 clusters Score -540885.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -540888.875000 Penalty: 2990.291260
	Iteration 28Q: 3 clusters Score -540888.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -540890.250000 Penalty: 2990.291260
	Iteration 29Q: 3 clusters Score -540890.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -540891.625000 Penalty: 2990.291260
	Iteration 30Q: 3 clusters Score -540891.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -540895.000000 Penalty: 2990.291260
	Iteration 31Q: 3 clusters Score -540895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -540896.062500 Penalty: 2990.291260
	Iteration 32Q: 3 clusters Score -540896.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -540899.437500 Penalty: 2990.291260
	Iteration 33Q: 3 clusters Score -540899.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -540900.562500 Penalty: 2990.291260
	Iteration 34Q: 3 clusters Score -540900.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -540902.187500 Penalty: 2990.291260
	Iteration 35Q: 3 clusters Score -540902.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -540906.250000 Penalty: 2990.291260
	Iteration 36Q: 3 clusters Score -540906.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -540908.250000 Penalty: 2990.291260
	Iteration 37Q: 3 clusters Score -540908.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -540911.062500 Penalty: 2990.291260
	Iteration 38Q: 3 clusters Score -540911.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -540911.937500 Penalty: 2990.291260
	Iteration 39Q: 3 clusters Score -540911.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -540912.625000 Penalty: 2990.291260
	Iteration 40F: 3 clusters Score -540912.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -540912.625000 Penalty: 2990.291260
	Iteration 41Q: 3 clusters Score -540912.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -540914.375000 Penalty: 2990.291260
	Iteration 42Q: 3 clusters Score -540914.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -540917.000000 Penalty: 2990.291260
	Iteration 43Q: 3 clusters Score -540917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -540917.187500 Penalty: 2990.291260
	Iteration 44Q: 3 clusters Score -540917.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -540917.562500 Penalty: 2990.291260
	Iteration 45Q: 3 clusters Score -540917.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -540918.375000 Penalty: 2990.291260
	Iteration 46Q: 3 clusters Score -540918.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -540919.187500 Penalty: 2990.291260
	Iteration 47Q: 3 clusters Score -540919.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -540920.937500 Penalty: 2990.291260
	Iteration 48Q: 3 clusters Score -540920.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -540922.562500 Penalty: 2990.291260
	Iteration 49Q: 3 clusters Score -540922.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -540925.375000 Penalty: 2990.291260
	Iteration 50Q: 3 clusters Score -540925.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -540930.187500 Penalty: 2990.291260
	Iteration 51Q: 3 clusters Score -540930.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -540932.562500 Penalty: 2990.291260
	Iteration 52Q: 3 clusters Score -540932.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -540932.125000 Penalty: 2990.291260
	Iteration 53Q: 3 clusters Score -540932.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -540933.687500 Penalty: 2990.291260
	Iteration 54Q: 3 clusters Score -540933.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -540933.812500 Penalty: 2990.291260
	Iteration 55Q: 3 clusters Score -540933.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -540933.812500 Penalty: 2990.291260
	Iteration 56F: 3 clusters Score -540933.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7720 members 
Mstep: Class 5 contains 42722 members 
Mstep: Class 6 contains 186676 members 
Mstep: Class 8 contains 42611 members 
Mstep: Class 9 contains 12848 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195910 members 
Mstep: Class 16 contains 22598 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7782 members 
Mstep: Class 19 contains 9906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085840.000000 Penalty: 32375.896484
Iteration 159Q: 16 clusters Score -2.908584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7718 members 
Mstep: Class 5 contains 42722 members 
Mstep: Class 6 contains 186676 members 
Mstep: Class 8 contains 42611 members 
Mstep: Class 9 contains 12848 members 
Mstep: Class 10 contains 7378 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195913 members 
Mstep: Class 16 contains 22598 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7782 members 
Mstep: Class 19 contains 9906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085858.000000 Penalty: 32375.896484
Iteration 160F: 16 clusters Score -2.908586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7716 members 
Mstep: Class 5 contains 42722 members 
Mstep: Class 6 contains 186678 members 
Mstep: Class 8 contains 42611 members 
Mstep: Class 9 contains 12848 members 
Mstep: Class 10 contains 7378 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195912 members 
Mstep: Class 16 contains 22599 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7782 members 
Mstep: Class 19 contains 9906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085848.000000 Penalty: 32375.896484
Iteration 161Q: 16 clusters Score -2.908585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7716 members 
Mstep: Class 5 contains 42722 members 
Mstep: Class 6 contains 186678 members 
Mstep: Class 8 contains 42611 members 
Mstep: Class 9 contains 12848 members 
Mstep: Class 10 contains 7378 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195911 members 
Mstep: Class 16 contains 22600 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7782 members 
Mstep: Class 19 contains 9906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085846.000000 Penalty: 32375.896484
Iteration 162Q: 16 clusters Score -2.908585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7716 members 
Mstep: Class 5 contains 42722 members 
Mstep: Class 6 contains 186678 members 
Mstep: Class 8 contains 42611 members 
Mstep: Class 9 contains 12848 members 
Mstep: Class 10 contains 7378 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195910 members 
Mstep: Class 16 contains 22601 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7782 members 
Mstep: Class 19 contains 9906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085844.000000 Penalty: 32375.896484
Iteration 163Q: 16 clusters Score -2.908584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7716 members 
Mstep: Class 5 contains 42722 members 
Mstep: Class 6 contains 186678 members 
Mstep: Class 8 contains 42611 members 
Mstep: Class 9 contains 12848 members 
Mstep: Class 10 contains 7378 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195909 members 
Mstep: Class 16 contains 22602 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7782 members 
Mstep: Class 19 contains 9906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085842.000000 Penalty: 32375.896484
Iteration 164Q: 16 clusters Score -2.908584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7716 members 
Mstep: Class 5 contains 42722 members 
Mstep: Class 6 contains 186679 members 
Mstep: Class 8 contains 42611 members 
Mstep: Class 9 contains 12848 members 
Mstep: Class 10 contains 7378 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195908 members 
Mstep: Class 16 contains 22602 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7782 members 
Mstep: Class 19 contains 9906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085844.000000 Penalty: 32375.896484
Iteration 165Q: 16 clusters Score -2.908584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7716 members 
Mstep: Class 5 contains 42723 members 
Mstep: Class 6 contains 186679 members 
Mstep: Class 8 contains 42611 members 
Mstep: Class 9 contains 12848 members 
Mstep: Class 10 contains 7378 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195907 members 
Mstep: Class 16 contains 22602 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7782 members 
Mstep: Class 19 contains 9906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085854.000000 Penalty: 32375.896484
Iteration 166Q: 16 clusters Score -2.908585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7716 members 
Mstep: Class 5 contains 42723 members 
Mstep: Class 6 contains 186680 members 
Mstep: Class 8 contains 42611 members 
Mstep: Class 9 contains 12848 members 
Mstep: Class 10 contains 7378 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195906 members 
Mstep: Class 16 contains 22602 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7782 members 
Mstep: Class 19 contains 9906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085848.000000 Penalty: 32375.896484
Iteration 167Q: 16 clusters Score -2.908585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7716 members 
Mstep: Class 5 contains 42723 members 
Mstep: Class 6 contains 186681 members 
Mstep: Class 8 contains 42611 members 
Mstep: Class 9 contains 12848 members 
Mstep: Class 10 contains 7378 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195906 members 
Mstep: Class 16 contains 22602 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7781 members 
Mstep: Class 19 contains 9906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085850.000000 Penalty: 32375.896484
Iteration 168Q: 16 clusters Score -2.908585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7716 members 
Mstep: Class 5 contains 42723 members 
Mstep: Class 6 contains 186682 members 
Mstep: Class 8 contains 42611 members 
Mstep: Class 9 contains 12848 members 
Mstep: Class 10 contains 7378 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195905 members 
Mstep: Class 16 contains 22602 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7781 members 
Mstep: Class 19 contains 9906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085858.000000 Penalty: 32375.896484
Iteration 169Q: 16 clusters Score -2.908586e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 4 contains 7716 members 
Mstep: Class 5 contains 42723 members 
Mstep: Class 6 contains 186682 members 
Mstep: Class 8 contains 42611 members 
Mstep: Class 9 contains 12848 members 
Mstep: Class 10 contains 7378 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 195905 members 
Mstep: Class 16 contains 22602 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 7781 members 
Mstep: Class 19 contains 9906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085858.000000 Penalty: 32375.896484
Iteration 170F: 16 clusters Score -2.908586e+07 nChanged 0
Entering ConstructFrom: 
Score: -29085858.000000 Penalty: 32375.896484
Entering ConstructFrom: 
Trying to split cluster 1 (31706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Entering Unmasked Estep 
Score: -1683266.750000 Penalty: 1684.192505
	Iteration 0F: 2 clusters Score -1683267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -1661784.875000 Penalty: 3368.385010
	Iteration 0F: 3 clusters Score -1661785 nChanged 14758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -1669967.875000 Penalty: 3368.385010
	Iteration 1F: 3 clusters Score -1669968 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -1670303.000000 Penalty: 3368.385010
	Iteration 2Q: 3 clusters Score -1670303 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1670676.125000 Penalty: 3368.385010
	Iteration 3Q: 3 clusters Score -1670676 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -1671119.250000 Penalty: 3368.385010
	Iteration 4Q: 3 clusters Score -1671119 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1671651.750000 Penalty: 3368.385010
	Iteration 5Q: 3 clusters Score -1671652 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1672405.375000 Penalty: 3368.385010
	Iteration 6Q: 3 clusters Score -1672405 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1673552.500000 Penalty: 3368.385010
	Iteration 7F: 3 clusters Score -1673552 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1674988.375000 Penalty: 3368.385010
	Iteration 8F: 3 clusters Score -1674988 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1676722.750000 Penalty: 3368.385010
	Iteration 9F: 3 clusters Score -1676723 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1678395.375000 Penalty: 3368.385010
	Iteration 10F: 3 clusters Score -1678395 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1679773.875000 Penalty: 3368.385010
	Iteration 11Q: 3 clusters Score -1679774 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1680664.500000 Penalty: 3368.385010
	Iteration 12Q: 3 clusters Score -1680664 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1681147.875000 Penalty: 3368.385010
	Iteration 13Q: 3 clusters Score -1681148 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1681403.500000 Penalty: 3368.385010
	Iteration 14Q: 3 clusters Score -1681404 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1681532.875000 Penalty: 3368.385010
	Iteration 15Q: 3 clusters Score -1681533 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1681613.875000 Penalty: 3368.385010
	Iteration 16Q: 3 clusters Score -1681614 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1681671.375000 Penalty: 3368.385010
	Iteration 17Q: 3 clusters Score -1681671 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1681707.250000 Penalty: 3368.385010
	Iteration 18Q: 3 clusters Score -1681707 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1681730.750000 Penalty: 3368.385010
	Iteration 19Q: 3 clusters Score -1681731 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1681752.750000 Penalty: 3368.385010
	Iteration 20F: 3 clusters Score -1681753 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1681774.250000 Penalty: 3368.385010
	Iteration 21Q: 3 clusters Score -1681774 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1681788.625000 Penalty: 3368.385010
	Iteration 22Q: 3 clusters Score -1681789 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1681793.375000 Penalty: 3368.385010
	Iteration 23Q: 3 clusters Score -1681793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1681800.750000 Penalty: 3368.385010
	Iteration 24Q: 3 clusters Score -1681801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1681802.250000 Penalty: 3368.385010
	Iteration 25Q: 3 clusters Score -1681802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1681806.125000 Penalty: 3368.385010
	Iteration 26Q: 3 clusters Score -1681806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1681813.750000 Penalty: 3368.385010
	Iteration 27Q: 3 clusters Score -1681814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1681815.625000 Penalty: 3368.385010
	Iteration 28Q: 3 clusters Score -1681816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1681823.500000 Penalty: 3368.385010
	Iteration 29Q: 3 clusters Score -1681824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1681830.000000 Penalty: 3368.385010
	Iteration 30Q: 3 clusters Score -1681830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1681836.500000 Penalty: 3368.385010
	Iteration 31Q: 3 clusters Score -1681836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1681847.875000 Penalty: 3368.385010
	Iteration 32Q: 3 clusters Score -1681848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1681849.125000 Penalty: 3368.385010
	Iteration 33Q: 3 clusters Score -1681849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1681854.875000 Penalty: 3368.385010
	Iteration 34Q: 3 clusters Score -1681855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1681861.625000 Penalty: 3368.385010
	Iteration 35Q: 3 clusters Score -1681862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1681868.375000 Penalty: 3368.385010
	Iteration 36Q: 3 clusters Score -1681868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1681877.750000 Penalty: 3368.385010
	Iteration 37Q: 3 clusters Score -1681878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1681880.250000 Penalty: 3368.385010
	Iteration 38Q: 3 clusters Score -1681880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1681891.625000 Penalty: 3368.385010
	Iteration 39Q: 3 clusters Score -1681892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1681901.125000 Penalty: 3368.385010
	Iteration 40F: 3 clusters Score -1681901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1681910.250000 Penalty: 3368.385010
	Iteration 41Q: 3 clusters Score -1681910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1681917.000000 Penalty: 3368.385010
	Iteration 42Q: 3 clusters Score -1681917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1681919.000000 Penalty: 3368.385010
	Iteration 43Q: 3 clusters Score -1681919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1681924.250000 Penalty: 3368.385010
	Iteration 44Q: 3 clusters Score -1681924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1681924.750000 Penalty: 3368.385010
	Iteration 45Q: 3 clusters Score -1681925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1681927.750000 Penalty: 3368.385010
	Iteration 46Q: 3 clusters Score -1681928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1681928.500000 Penalty: 3368.385010
	Iteration 47Q: 3 clusters Score -1681928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1681930.250000 Penalty: 3368.385010
	Iteration 48Q: 3 clusters Score -1681930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1681930.250000 Penalty: 3368.385010
	Iteration 49F: 3 clusters Score -1681930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Entering Unmasked Estep 
Score: -115010.328125 Penalty: 1242.065918
	Iteration 0F: 2 clusters Score -115010.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -112872.546875 Penalty: 2484.131836
	Iteration 0F: 3 clusters Score -112872.5 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -113304.703125 Penalty: 2484.131836
	Iteration 1F: 3 clusters Score -113304.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -113389.445312 Penalty: 2484.131836
	Iteration 2F: 3 clusters Score -113389.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -113439.945312 Penalty: 2484.131836
	Iteration 3Q: 3 clusters Score -113439.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -113471.312500 Penalty: 2484.131836
	Iteration 4Q: 3 clusters Score -113471.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -113492.835938 Penalty: 2484.131836
	Iteration 5Q: 3 clusters Score -113492.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -113504.062500 Penalty: 2484.131836
	Iteration 6Q: 3 clusters Score -113504.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -113509.015625 Penalty: 2484.131836
	Iteration 7Q: 3 clusters Score -113509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -113513.210938 Penalty: 2484.131836
	Iteration 8Q: 3 clusters Score -113513.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -113518.984375 Penalty: 2484.131836
	Iteration 9Q: 3 clusters Score -113519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -113524.734375 Penalty: 2484.131836
	Iteration 10Q: 3 clusters Score -113524.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -113533.921875 Penalty: 2484.131836
	Iteration 11Q: 3 clusters Score -113533.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -113545.593750 Penalty: 2484.131836
	Iteration 12Q: 3 clusters Score -113545.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -113554.296875 Penalty: 2484.131836
	Iteration 13Q: 3 clusters Score -113554.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -113564.242188 Penalty: 2484.131836
	Iteration 14Q: 3 clusters Score -113564.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -113577.781250 Penalty: 2484.131836
	Iteration 15Q: 3 clusters Score -113577.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -113588.710938 Penalty: 2484.131836
	Iteration 16Q: 3 clusters Score -113588.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -113595.476562 Penalty: 2484.131836
	Iteration 17Q: 3 clusters Score -113595.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -113597.734375 Penalty: 2484.131836
	Iteration 18Q: 3 clusters Score -113597.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -113600.546875 Penalty: 2484.131836
	Iteration 19Q: 3 clusters Score -113600.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -113603.414062 Penalty: 2484.131836
	Iteration 20F: 3 clusters Score -113603.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -113605.656250 Penalty: 2484.131836
	Iteration 21Q: 3 clusters Score -113605.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -113607.398438 Penalty: 2484.131836
	Iteration 22Q: 3 clusters Score -113607.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -113610.398438 Penalty: 2484.131836
	Iteration 23Q: 3 clusters Score -113610.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -113614.726562 Penalty: 2484.131836
	Iteration 24Q: 3 clusters Score -113614.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -113620.062500 Penalty: 2484.131836
	Iteration 25Q: 3 clusters Score -113620.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -113623.859375 Penalty: 2484.131836
	Iteration 26Q: 3 clusters Score -113623.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -113628.132812 Penalty: 2484.131836
	Iteration 27Q: 3 clusters Score -113628.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -113630.585938 Penalty: 2484.131836
	Iteration 28Q: 3 clusters Score -113630.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -113632.234375 Penalty: 2484.131836
	Iteration 29Q: 3 clusters Score -113632.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -113633.085938 Penalty: 2484.131836
	Iteration 30Q: 3 clusters Score -113633.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -113633.367188 Penalty: 2484.131836
	Iteration 31Q: 3 clusters Score -113633.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -113633.367188 Penalty: 2484.131836
	Iteration 32F: 3 clusters Score -113633.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Entering Unmasked Estep 
Score: -411656.468750 Penalty: 1454.545898
	Iteration 0F: 2 clusters Score -411656.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -405957.156250 Penalty: 2909.091797
	Iteration 0F: 3 clusters Score -405957.2 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -407674.687500 Penalty: 2909.091797
	Iteration 1F: 3 clusters Score -407674.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -407885.218750 Penalty: 2909.091797
	Iteration 2F: 3 clusters Score -407885.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -408041.500000 Penalty: 2909.091797
	Iteration 3Q: 3 clusters Score -408041.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -408158.843750 Penalty: 2909.091797
	Iteration 4Q: 3 clusters Score -408158.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -408246.218750 Penalty: 2909.091797
	Iteration 5Q: 3 clusters Score -408246.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -408328.875000 Penalty: 2909.091797
	Iteration 6Q: 3 clusters Score -408328.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -408417.218750 Penalty: 2909.091797
	Iteration 7Q: 3 clusters Score -408417.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -408518.218750 Penalty: 2909.091797
	Iteration 8Q: 3 clusters Score -408518.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -408646.750000 Penalty: 2909.091797
	Iteration 9Q: 3 clusters Score -408646.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -408784.093750 Penalty: 2909.091797
	Iteration 10Q: 3 clusters Score -408784.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -408953.000000 Penalty: 2909.091797
	Iteration 11Q: 3 clusters Score -408953 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -409127.875000 Penalty: 2909.091797
	Iteration 12Q: 3 clusters Score -409127.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -409295.125000 Penalty: 2909.091797
	Iteration 13Q: 3 clusters Score -409295.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -409462.093750 Penalty: 2909.091797
	Iteration 14Q: 3 clusters Score -409462.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -409602.093750 Penalty: 2909.091797
	Iteration 15Q: 3 clusters Score -409602.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -409718.687500 Penalty: 2909.091797
	Iteration 16Q: 3 clusters Score -409718.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -409835.125000 Penalty: 2909.091797
	Iteration 17Q: 3 clusters Score -409835.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -409949.312500 Penalty: 2909.091797
	Iteration 18Q: 3 clusters Score -409949.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -410036.750000 Penalty: 2909.091797
	Iteration 19Q: 3 clusters Score -410036.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -410101.531250 Penalty: 2909.091797
	Iteration 20F: 3 clusters Score -410101.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -410153.093750 Penalty: 2909.091797
	Iteration 21Q: 3 clusters Score -410153.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -410189.937500 Penalty: 2909.091797
	Iteration 22Q: 3 clusters Score -410189.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -410219.093750 Penalty: 2909.091797
	Iteration 23Q: 3 clusters Score -410219.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -410243.750000 Penalty: 2909.091797
	Iteration 24Q: 3 clusters Score -410243.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -410260.125000 Penalty: 2909.091797
	Iteration 25Q: 3 clusters Score -410260.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -410282.156250 Penalty: 2909.091797
	Iteration 26Q: 3 clusters Score -410282.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -410303.625000 Penalty: 2909.091797
	Iteration 27Q: 3 clusters Score -410303.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -410323.875000 Penalty: 2909.091797
	Iteration 28Q: 3 clusters Score -410323.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -410337.250000 Penalty: 2909.091797
	Iteration 29Q: 3 clusters Score -410337.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -410350.000000 Penalty: 2909.091797
	Iteration 30Q: 3 clusters Score -410350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -410365.218750 Penalty: 2909.091797
	Iteration 31Q: 3 clusters Score -410365.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -410378.906250 Penalty: 2909.091797
	Iteration 32Q: 3 clusters Score -410378.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -410383.875000 Penalty: 2909.091797
	Iteration 33Q: 3 clusters Score -410383.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -410389.875000 Penalty: 2909.091797
	Iteration 34Q: 3 clusters Score -410389.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -410395.875000 Penalty: 2909.091797
	Iteration 35Q: 3 clusters Score -410395.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -410401.156250 Penalty: 2909.091797
	Iteration 36Q: 3 clusters Score -410401.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -410404.218750 Penalty: 2909.091797
	Iteration 37Q: 3 clusters Score -410404.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -410406.187500 Penalty: 2909.091797
	Iteration 38Q: 3 clusters Score -410406.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -410407.218750 Penalty: 2909.091797
	Iteration 39Q: 3 clusters Score -410407.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -410407.968750 Penalty: 2909.091797
	Iteration 40F: 3 clusters Score -410408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -410408.718750 Penalty: 2909.091797
	Iteration 41Q: 3 clusters Score -410408.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -410410.343750 Penalty: 2909.091797
	Iteration 42Q: 3 clusters Score -410410.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -410412.968750 Penalty: 2909.091797
	Iteration 43Q: 3 clusters Score -410413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -410414.843750 Penalty: 2909.091797
	Iteration 44Q: 3 clusters Score -410414.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -410415.093750 Penalty: 2909.091797
	Iteration 45Q: 3 clusters Score -410415.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -410417.031250 Penalty: 2909.091797
	Iteration 46Q: 3 clusters Score -410417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -410420.593750 Penalty: 2909.091797
	Iteration 47Q: 3 clusters Score -410420.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -410421.656250 Penalty: 2909.091797
	Iteration 48Q: 3 clusters Score -410421.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -410422.031250 Penalty: 2909.091797
	Iteration 49Q: 3 clusters Score -410422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -410422.812500 Penalty: 2909.091797
	Iteration 50Q: 3 clusters Score -410422.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -410423.031250 Penalty: 2909.091797
	Iteration 51Q: 3 clusters Score -410423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -410423.625000 Penalty: 2909.091797
	Iteration 52Q: 3 clusters Score -410423.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -410423.906250 Penalty: 2909.091797
	Iteration 53Q: 3 clusters Score -410423.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -410425.312500 Penalty: 2909.091797
	Iteration 54Q: 3 clusters Score -410425.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -410430.187500 Penalty: 2909.091797
	Iteration 55Q: 3 clusters Score -410430.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -410432.218750 Penalty: 2909.091797
	Iteration 56Q: 3 clusters Score -410432.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -410435.343750 Penalty: 2909.091797
	Iteration 57Q: 3 clusters Score -410435.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -410438.562500 Penalty: 2909.091797
	Iteration 58Q: 3 clusters Score -410438.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -410440.187500 Penalty: 2909.091797
	Iteration 59Q: 3 clusters Score -410440.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -410441.718750 Penalty: 2909.091797
	Iteration 60F: 3 clusters Score -410441.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -410442.468750 Penalty: 2909.091797
	Iteration 61Q: 3 clusters Score -410442.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -410443.062500 Penalty: 2909.091797
	Iteration 62Q: 3 clusters Score -410443.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -410444.031250 Penalty: 2909.091797
	Iteration 63Q: 3 clusters Score -410444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -410444.031250 Penalty: 2909.091797
	Iteration 64F: 3 clusters Score -410444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Entering Unmasked Estep 
Score: -2154763.000000 Penalty: 1732.655029
	Iteration 0F: 2 clusters Score -2154763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -2126156.750000 Penalty: 3465.310059
	Iteration 0F: 3 clusters Score -2126157 nChanged 19917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -2137306.750000 Penalty: 3465.310059
	Iteration 1F: 3 clusters Score -2137307 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -2137833.500000 Penalty: 3465.310059
	Iteration 2Q: 3 clusters Score -2137834 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -2138595.000000 Penalty: 3465.310059
	Iteration 3Q: 3 clusters Score -2138595 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -2139694.250000 Penalty: 3465.310059
	Iteration 4F: 3 clusters Score -2139694 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2141212.750000 Penalty: 3465.310059
	Iteration 5F: 3 clusters Score -2141213 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2143080.500000 Penalty: 3465.310059
	Iteration 6F: 3 clusters Score -2143080 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -2145232.250000 Penalty: 3465.310059
	Iteration 7F: 3 clusters Score -2145232 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2147533.000000 Penalty: 3465.310059
	Iteration 8F: 3 clusters Score -2147533 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -2149715.000000 Penalty: 3465.310059
	Iteration 9F: 3 clusters Score -2149715 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2151400.750000 Penalty: 3465.310059
	Iteration 10Q: 3 clusters Score -2151401 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2152432.500000 Penalty: 3465.310059
	Iteration 11Q: 3 clusters Score -2152432 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2153024.500000 Penalty: 3465.310059
	Iteration 12Q: 3 clusters Score -2153024 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2153353.500000 Penalty: 3465.310059
	Iteration 13Q: 3 clusters Score -2153354 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2153548.750000 Penalty: 3465.310059
	Iteration 14Q: 3 clusters Score -2153549 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2153647.750000 Penalty: 3465.310059
	Iteration 15Q: 3 clusters Score -2153648 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41745 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2153723.250000 Penalty: 3465.310059
	Iteration 16Q: 3 clusters Score -2153723 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41839 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2153757.500000 Penalty: 3465.310059
	Iteration 17Q: 3 clusters Score -2153758 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2153786.000000 Penalty: 3465.310059
	Iteration 18Q: 3 clusters Score -2153786 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2153802.500000 Penalty: 3465.310059
	Iteration 19Q: 3 clusters Score -2153802 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2153819.250000 Penalty: 3465.310059
	Iteration 20F: 3 clusters Score -2153819 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2153834.500000 Penalty: 3465.310059
	Iteration 21Q: 3 clusters Score -2153834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2153844.250000 Penalty: 3465.310059
	Iteration 22Q: 3 clusters Score -2153844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2153849.500000 Penalty: 3465.310059
	Iteration 23Q: 3 clusters Score -2153850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2153849.250000 Penalty: 3465.310059
	Iteration 24Q: 3 clusters Score -2153849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2153853.500000 Penalty: 3465.310059
	Iteration 25Q: 3 clusters Score -2153854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2153870.750000 Penalty: 3465.310059
	Iteration 26Q: 3 clusters Score -2153871 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2153883.000000 Penalty: 3465.310059
	Iteration 27Q: 3 clusters Score -2153883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2153893.500000 Penalty: 3465.310059
	Iteration 28Q: 3 clusters Score -2153894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2153897.250000 Penalty: 3465.310059
	Iteration 29Q: 3 clusters Score -2153897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2153902.000000 Penalty: 3465.310059
	Iteration 30Q: 3 clusters Score -2153902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2153906.000000 Penalty: 3465.310059
	Iteration 31Q: 3 clusters Score -2153906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2153907.500000 Penalty: 3465.310059
	Iteration 32Q: 3 clusters Score -2153908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2153903.750000 Penalty: 3465.310059
	Iteration 33Q: 3 clusters Score -2153904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2153903.750000 Penalty: 3465.310059
	Iteration 34F: 3 clusters Score -2153904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (186682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186682 members 
Entering Unmasked Estep 
Score: -9805229.000000 Penalty: 1972.288818
	Iteration 0F: 2 clusters Score -9805229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93439 members 
Mstep: Class 2 contains 93243 members 
Entering Unmasked Estep 
Score: -9679521.000000 Penalty: 3944.577637
	Iteration 0F: 3 clusters Score -9679521 nChanged 90475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97356 members 
Mstep: Class 2 contains 89326 members 
Entering Unmasked Estep 
Score: -9732897.000000 Penalty: 3944.577637
	Iteration 1F: 3 clusters Score -9732897 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99485 members 
Mstep: Class 2 contains 87197 members 
Entering Unmasked Estep 
Score: -9733952.000000 Penalty: 3944.577637
	Iteration 2Q: 3 clusters Score -9733952 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102919 members 
Mstep: Class 2 contains 83763 members 
Entering Unmasked Estep 
Score: -9735926.000000 Penalty: 3944.577637
	Iteration 3Q: 3 clusters Score -9735926 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107883 members 
Mstep: Class 2 contains 78799 members 
Entering Unmasked Estep 
Score: -9739330.000000 Penalty: 3944.577637
	Iteration 4Q: 3 clusters Score -9739330 nChanged 8499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114426 members 
Mstep: Class 2 contains 72256 members 
Entering Unmasked Estep 
Score: -9745030.000000 Penalty: 3944.577637
	Iteration 5Q: 3 clusters Score -9745030 nChanged 10113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122275 members 
Mstep: Class 2 contains 64407 members 
Entering Unmasked Estep 
Score: -9753004.000000 Penalty: 3944.577637
	Iteration 6F: 3 clusters Score -9753004 nChanged 11399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130638 members 
Mstep: Class 2 contains 56044 members 
Entering Unmasked Estep 
Score: -9762598.000000 Penalty: 3944.577637
	Iteration 7F: 3 clusters Score -9762598 nChanged 11555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138529 members 
Mstep: Class 2 contains 48153 members 
Entering Unmasked Estep 
Score: -9771987.000000 Penalty: 3944.577637
	Iteration 8F: 3 clusters Score -9771987 nChanged 10181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145148 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -9779611.000000 Penalty: 3944.577637
	Iteration 9F: 3 clusters Score -9779611 nChanged 8120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150444 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -9784789.000000 Penalty: 3944.577637
	Iteration 10Q: 3 clusters Score -9784789 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154940 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -9788031.000000 Penalty: 3944.577637
	Iteration 11Q: 3 clusters Score -9788031 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159050 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -9790362.000000 Penalty: 3944.577637
	Iteration 12Q: 3 clusters Score -9790362 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162981 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -9792400.000000 Penalty: 3944.577637
	Iteration 13Q: 3 clusters Score -9792400 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166581 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -9794220.000000 Penalty: 3944.577637
	Iteration 14Q: 3 clusters Score -9794220 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169834 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -9795733.000000 Penalty: 3944.577637
	Iteration 15Q: 3 clusters Score -9795733 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172716 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -9797077.000000 Penalty: 3944.577637
	Iteration 16Q: 3 clusters Score -9797077 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175224 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -9798297.000000 Penalty: 3944.577637
	Iteration 17Q: 3 clusters Score -9798297 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177397 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -9799303.000000 Penalty: 3944.577637
	Iteration 18Q: 3 clusters Score -9799303 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179204 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -9800128.000000 Penalty: 3944.577637
	Iteration 19Q: 3 clusters Score -9800128 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180688 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -9800806.000000 Penalty: 3944.577637
	Iteration 20F: 3 clusters Score -9800806 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181891 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -9801399.000000 Penalty: 3944.577637
	Iteration 21Q: 3 clusters Score -9801399 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182883 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -9801940.000000 Penalty: 3944.577637
	Iteration 22Q: 3 clusters Score -9801940 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183658 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -9802337.000000 Penalty: 3944.577637
	Iteration 23Q: 3 clusters Score -9802337 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184234 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -9802624.000000 Penalty: 3944.577637
	Iteration 24Q: 3 clusters Score -9802624 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184693 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -9802833.000000 Penalty: 3944.577637
	Iteration 25Q: 3 clusters Score -9802833 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185029 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -9803017.000000 Penalty: 3944.577637
	Iteration 26Q: 3 clusters Score -9803017 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185256 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -9803104.000000 Penalty: 3944.577637
	Iteration 27Q: 3 clusters Score -9803104 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185428 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -9803196.000000 Penalty: 3944.577637
	Iteration 28Q: 3 clusters Score -9803196 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185569 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -9803259.000000 Penalty: 3944.577637
	Iteration 29Q: 3 clusters Score -9803259 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185683 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -9803339.000000 Penalty: 3944.577637
	Iteration 30Q: 3 clusters Score -9803339 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185771 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -9803396.000000 Penalty: 3944.577637
	Iteration 31Q: 3 clusters Score -9803396 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185830 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -9803445.000000 Penalty: 3944.577637
	Iteration 32Q: 3 clusters Score -9803445 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185884 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -9803476.000000 Penalty: 3944.577637
	Iteration 33Q: 3 clusters Score -9803476 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185920 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9803507.000000 Penalty: 3944.577637
	Iteration 34Q: 3 clusters Score -9803507 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185949 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -9803533.000000 Penalty: 3944.577637
	Iteration 35Q: 3 clusters Score -9803533 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185978 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9803540.000000 Penalty: 3944.577637
	Iteration 36Q: 3 clusters Score -9803540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185995 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -9803559.000000 Penalty: 3944.577637
	Iteration 37Q: 3 clusters Score -9803559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186005 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -9803569.000000 Penalty: 3944.577637
	Iteration 38Q: 3 clusters Score -9803569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186008 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -9803572.000000 Penalty: 3944.577637
	Iteration 39Q: 3 clusters Score -9803572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186013 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -9803572.000000 Penalty: 3944.577637
	Iteration 40F: 3 clusters Score -9803572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186013 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -9803578.000000 Penalty: 3944.577637
	Iteration 41Q: 3 clusters Score -9803578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186014 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -9803578.000000 Penalty: 3944.577637
	Iteration 42Q: 3 clusters Score -9803578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186014 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -9803578.000000 Penalty: 3944.577637
	Iteration 43F: 3 clusters Score -9803578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Entering Unmasked Estep 
Score: -2204174.250000 Penalty: 1732.228394
	Iteration 0F: 2 clusters Score -2204174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -2175678.750000 Penalty: 3464.456787
	Iteration 0F: 3 clusters Score -2175679 nChanged 19855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -2186440.500000 Penalty: 3464.456787
	Iteration 1F: 3 clusters Score -2186440 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -2186829.500000 Penalty: 3464.456787
	Iteration 2Q: 3 clusters Score -2186830 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -2187304.250000 Penalty: 3464.456787
	Iteration 3Q: 3 clusters Score -2187304 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -2187849.000000 Penalty: 3464.456787
	Iteration 4Q: 3 clusters Score -2187849 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -2188550.250000 Penalty: 3464.456787
	Iteration 5Q: 3 clusters Score -2188550 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2189580.250000 Penalty: 3464.456787
	Iteration 6Q: 3 clusters Score -2189580 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -2191049.500000 Penalty: 3464.456787
	Iteration 7F: 3 clusters Score -2191050 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2193033.000000 Penalty: 3464.456787
	Iteration 8F: 3 clusters Score -2193033 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -2195161.500000 Penalty: 3464.456787
	Iteration 9F: 3 clusters Score -2195162 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2197000.000000 Penalty: 3464.456787
	Iteration 10F: 3 clusters Score -2197000 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2198314.250000 Penalty: 3464.456787
	Iteration 11Q: 3 clusters Score -2198314 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2199381.250000 Penalty: 3464.456787
	Iteration 12Q: 3 clusters Score -2199381 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2200296.250000 Penalty: 3464.456787
	Iteration 13Q: 3 clusters Score -2200296 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2201048.250000 Penalty: 3464.456787
	Iteration 14Q: 3 clusters Score -2201048 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2201736.250000 Penalty: 3464.456787
	Iteration 15Q: 3 clusters Score -2201736 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2202243.500000 Penalty: 3464.456787
	Iteration 16Q: 3 clusters Score -2202244 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2202526.000000 Penalty: 3464.456787
	Iteration 17Q: 3 clusters Score -2202526 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2202683.000000 Penalty: 3464.456787
	Iteration 18Q: 3 clusters Score -2202683 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2202801.000000 Penalty: 3464.456787
	Iteration 19Q: 3 clusters Score -2202801 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2202875.000000 Penalty: 3464.456787
	Iteration 20F: 3 clusters Score -2202875 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2202937.500000 Penalty: 3464.456787
	Iteration 21Q: 3 clusters Score -2202938 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2202992.500000 Penalty: 3464.456787
	Iteration 22Q: 3 clusters Score -2202992 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2203036.750000 Penalty: 3464.456787
	Iteration 23Q: 3 clusters Score -2203037 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41658 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2203061.500000 Penalty: 3464.456787
	Iteration 24Q: 3 clusters Score -2203062 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2203083.500000 Penalty: 3464.456787
	Iteration 25Q: 3 clusters Score -2203084 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2203095.500000 Penalty: 3464.456787
	Iteration 26Q: 3 clusters Score -2203096 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41777 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2203105.250000 Penalty: 3464.456787
	Iteration 27Q: 3 clusters Score -2203105 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2203111.250000 Penalty: 3464.456787
	Iteration 28Q: 3 clusters Score -2203111 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2203121.000000 Penalty: 3464.456787
	Iteration 29Q: 3 clusters Score -2203121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2203124.250000 Penalty: 3464.456787
	Iteration 30Q: 3 clusters Score -2203124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2203122.500000 Penalty: 3464.456787
	Iteration 31Q: 3 clusters Score -2203122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2203123.250000 Penalty: 3464.456787
	Iteration 32Q: 3 clusters Score -2203123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2203123.250000 Penalty: 3464.456787
	Iteration 33F: 3 clusters Score -2203123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Entering Unmasked Estep 
Score: -634031.250000 Penalty: 1537.403320
	Iteration 0F: 2 clusters Score -634031.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -625046.312500 Penalty: 3074.806641
	Iteration 0F: 3 clusters Score -625046.3 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -627969.812500 Penalty: 3074.806641
	Iteration 1F: 3 clusters Score -627969.8 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -628157.062500 Penalty: 3074.806641
	Iteration 2Q: 3 clusters Score -628157.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -628290.250000 Penalty: 3074.806641
	Iteration 3Q: 3 clusters Score -628290.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -628387.250000 Penalty: 3074.806641
	Iteration 4Q: 3 clusters Score -628387.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -628476.937500 Penalty: 3074.806641
	Iteration 5Q: 3 clusters Score -628476.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -628567.062500 Penalty: 3074.806641
	Iteration 6Q: 3 clusters Score -628567.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -628667.125000 Penalty: 3074.806641
	Iteration 7Q: 3 clusters Score -628667.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -628792.000000 Penalty: 3074.806641
	Iteration 8Q: 3 clusters Score -628792 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -628945.375000 Penalty: 3074.806641
	Iteration 9Q: 3 clusters Score -628945.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -629148.812500 Penalty: 3074.806641
	Iteration 10Q: 3 clusters Score -629148.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -629416.500000 Penalty: 3074.806641
	Iteration 11Q: 3 clusters Score -629416.5 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -629790.062500 Penalty: 3074.806641
	Iteration 12Q: 3 clusters Score -629790.1 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -630202.125000 Penalty: 3074.806641
	Iteration 13F: 3 clusters Score -630202.1 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -630545.000000 Penalty: 3074.806641
	Iteration 14Q: 3 clusters Score -630545 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -630848.312500 Penalty: 3074.806641
	Iteration 15Q: 3 clusters Score -630848.3 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -631078.375000 Penalty: 3074.806641
	Iteration 16Q: 3 clusters Score -631078.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -631251.250000 Penalty: 3074.806641
	Iteration 17Q: 3 clusters Score -631251.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -631428.312500 Penalty: 3074.806641
	Iteration 18Q: 3 clusters Score -631428.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -631634.500000 Penalty: 3074.806641
	Iteration 19Q: 3 clusters Score -631634.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -631911.187500 Penalty: 3074.806641
	Iteration 20F: 3 clusters Score -631911.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -632208.750000 Penalty: 3074.806641
	Iteration 21Q: 3 clusters Score -632208.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -632409.687500 Penalty: 3074.806641
	Iteration 22Q: 3 clusters Score -632409.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -632522.187500 Penalty: 3074.806641
	Iteration 23Q: 3 clusters Score -632522.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -632590.437500 Penalty: 3074.806641
	Iteration 24Q: 3 clusters Score -632590.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -632633.625000 Penalty: 3074.806641
	Iteration 25Q: 3 clusters Score -632633.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -632658.000000 Penalty: 3074.806641
	Iteration 26Q: 3 clusters Score -632658 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -632669.187500 Penalty: 3074.806641
	Iteration 27Q: 3 clusters Score -632669.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -632677.437500 Penalty: 3074.806641
	Iteration 28Q: 3 clusters Score -632677.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -632688.562500 Penalty: 3074.806641
	Iteration 29Q: 3 clusters Score -632688.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -632693.437500 Penalty: 3074.806641
	Iteration 30Q: 3 clusters Score -632693.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -632698.187500 Penalty: 3074.806641
	Iteration 31Q: 3 clusters Score -632698.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -632703.187500 Penalty: 3074.806641
	Iteration 32Q: 3 clusters Score -632703.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -632705.312500 Penalty: 3074.806641
	Iteration 33Q: 3 clusters Score -632705.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -632707.437500 Penalty: 3074.806641
	Iteration 34Q: 3 clusters Score -632707.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -632708.250000 Penalty: 3074.806641
	Iteration 35Q: 3 clusters Score -632708.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -632708.625000 Penalty: 3074.806641
	Iteration 36Q: 3 clusters Score -632708.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -632710.687500 Penalty: 3074.806641
	Iteration 37Q: 3 clusters Score -632710.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -632712.312500 Penalty: 3074.806641
	Iteration 38Q: 3 clusters Score -632712.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -632712.250000 Penalty: 3074.806641
	Iteration 39Q: 3 clusters Score -632712.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -632713.125000 Penalty: 3074.806641
	Iteration 40F: 3 clusters Score -632713.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -632713.750000 Penalty: 3074.806641
	Iteration 41Q: 3 clusters Score -632713.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -632715.187500 Penalty: 3074.806641
	Iteration 42Q: 3 clusters Score -632715.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -632715.062500 Penalty: 3074.806641
	Iteration 43Q: 3 clusters Score -632715.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -632715.000000 Penalty: 3074.806641
	Iteration 44Q: 3 clusters Score -632715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -632714.687500 Penalty: 3074.806641
	Iteration 45Q: 3 clusters Score -632714.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -632714.375000 Penalty: 3074.806641
	Iteration 46Q: 3 clusters Score -632714.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -632715.500000 Penalty: 3074.806641
	Iteration 47Q: 3 clusters Score -632715.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -632714.750000 Penalty: 3074.806641
	Iteration 48Q: 3 clusters Score -632714.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -632714.937500 Penalty: 3074.806641
	Iteration 49Q: 3 clusters Score -632714.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -632716.312500 Penalty: 3074.806641
	Iteration 50Q: 3 clusters Score -632716.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -632718.375000 Penalty: 3074.806641
	Iteration 51Q: 3 clusters Score -632718.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -632719.812500 Penalty: 3074.806641
	Iteration 52Q: 3 clusters Score -632719.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -632720.750000 Penalty: 3074.806641
	Iteration 53Q: 3 clusters Score -632720.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -632722.000000 Penalty: 3074.806641
	Iteration 54Q: 3 clusters Score -632722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -632720.750000 Penalty: 3074.806641
	Iteration 55Q: 3 clusters Score -632720.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -632723.437500 Penalty: 3074.806641
	Iteration 56Q: 3 clusters Score -632723.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -632722.812500 Penalty: 3074.806641
	Iteration 57Q: 3 clusters Score -632722.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -632722.812500 Penalty: 3074.806641
	Iteration 58Q: 3 clusters Score -632722.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -632722.812500 Penalty: 3074.806641
	Iteration 59F: 3 clusters Score -632722.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Entering Unmasked Estep 
Score: -393861.562500 Penalty: 1447.266846
	Iteration 0F: 2 clusters Score -393861.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -388328.375000 Penalty: 2894.533691
	Iteration 0F: 3 clusters Score -388328.4 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -389953.375000 Penalty: 2894.533691
	Iteration 1F: 3 clusters Score -389953.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -390157.468750 Penalty: 2894.533691
	Iteration 2F: 3 clusters Score -390157.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -390315.687500 Penalty: 2894.533691
	Iteration 3F: 3 clusters Score -390315.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -390417.468750 Penalty: 2894.533691
	Iteration 4Q: 3 clusters Score -390417.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -390487.531250 Penalty: 2894.533691
	Iteration 5Q: 3 clusters Score -390487.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -390550.843750 Penalty: 2894.533691
	Iteration 6Q: 3 clusters Score -390550.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -390617.343750 Penalty: 2894.533691
	Iteration 7Q: 3 clusters Score -390617.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -390702.437500 Penalty: 2894.533691
	Iteration 8Q: 3 clusters Score -390702.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -390801.562500 Penalty: 2894.533691
	Iteration 9Q: 3 clusters Score -390801.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -390900.531250 Penalty: 2894.533691
	Iteration 10Q: 3 clusters Score -390900.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -391045.312500 Penalty: 2894.533691
	Iteration 11Q: 3 clusters Score -391045.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -391261.593750 Penalty: 2894.533691
	Iteration 12Q: 3 clusters Score -391261.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -391525.375000 Penalty: 2894.533691
	Iteration 13Q: 3 clusters Score -391525.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -391747.343750 Penalty: 2894.533691
	Iteration 14Q: 3 clusters Score -391747.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -391924.187500 Penalty: 2894.533691
	Iteration 15Q: 3 clusters Score -391924.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -392099.312500 Penalty: 2894.533691
	Iteration 16Q: 3 clusters Score -392099.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -392253.750000 Penalty: 2894.533691
	Iteration 17Q: 3 clusters Score -392253.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -392374.250000 Penalty: 2894.533691
	Iteration 18Q: 3 clusters Score -392374.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -392433.187500 Penalty: 2894.533691
	Iteration 19Q: 3 clusters Score -392433.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -392477.281250 Penalty: 2894.533691
	Iteration 20F: 3 clusters Score -392477.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -392505.031250 Penalty: 2894.533691
	Iteration 21Q: 3 clusters Score -392505 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -392525.312500 Penalty: 2894.533691
	Iteration 22Q: 3 clusters Score -392525.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -392544.125000 Penalty: 2894.533691
	Iteration 23Q: 3 clusters Score -392544.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -392567.000000 Penalty: 2894.533691
	Iteration 24Q: 3 clusters Score -392567 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -392586.125000 Penalty: 2894.533691
	Iteration 25Q: 3 clusters Score -392586.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -392593.406250 Penalty: 2894.533691
	Iteration 26Q: 3 clusters Score -392593.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -392597.218750 Penalty: 2894.533691
	Iteration 27Q: 3 clusters Score -392597.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -392604.156250 Penalty: 2894.533691
	Iteration 28Q: 3 clusters Score -392604.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -392612.687500 Penalty: 2894.533691
	Iteration 29Q: 3 clusters Score -392612.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -392617.812500 Penalty: 2894.533691
	Iteration 30Q: 3 clusters Score -392617.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -392619.375000 Penalty: 2894.533691
	Iteration 31Q: 3 clusters Score -392619.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -392619.656250 Penalty: 2894.533691
	Iteration 32Q: 3 clusters Score -392619.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -392619.656250 Penalty: 2894.533691
	Iteration 33F: 3 clusters Score -392619.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Entering Unmasked Estep 
Score: -207490.312500 Penalty: 1368.038452
	Iteration 0F: 2 clusters Score -207490.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -203798.281250 Penalty: 2736.076904
	Iteration 0F: 3 clusters Score -203798.3 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -204887.015625 Penalty: 2736.076904
	Iteration 1F: 3 clusters Score -204887 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -205121.125000 Penalty: 2736.076904
	Iteration 2F: 3 clusters Score -205121.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -205299.453125 Penalty: 2736.076904
	Iteration 3F: 3 clusters Score -205299.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -205465.281250 Penalty: 2736.076904
	Iteration 4F: 3 clusters Score -205465.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -205624.062500 Penalty: 2736.076904
	Iteration 5Q: 3 clusters Score -205624.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -205814.046875 Penalty: 2736.076904
	Iteration 6F: 3 clusters Score -205814 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -205966.718750 Penalty: 2736.076904
	Iteration 7Q: 3 clusters Score -205966.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -206077.671875 Penalty: 2736.076904
	Iteration 8Q: 3 clusters Score -206077.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -206163.281250 Penalty: 2736.076904
	Iteration 9Q: 3 clusters Score -206163.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -206240.796875 Penalty: 2736.076904
	Iteration 10Q: 3 clusters Score -206240.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -206301.328125 Penalty: 2736.076904
	Iteration 11Q: 3 clusters Score -206301.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -206340.421875 Penalty: 2736.076904
	Iteration 12Q: 3 clusters Score -206340.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -206366.671875 Penalty: 2736.076904
	Iteration 13Q: 3 clusters Score -206366.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -206379.250000 Penalty: 2736.076904
	Iteration 14Q: 3 clusters Score -206379.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -206387.328125 Penalty: 2736.076904
	Iteration 15Q: 3 clusters Score -206387.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -206395.265625 Penalty: 2736.076904
	Iteration 16Q: 3 clusters Score -206395.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -206401.453125 Penalty: 2736.076904
	Iteration 17Q: 3 clusters Score -206401.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -206405.953125 Penalty: 2736.076904
	Iteration 18Q: 3 clusters Score -206406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -206410.218750 Penalty: 2736.076904
	Iteration 19Q: 3 clusters Score -206410.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -206415.250000 Penalty: 2736.076904
	Iteration 20F: 3 clusters Score -206415.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -206416.171875 Penalty: 2736.076904
	Iteration 21Q: 3 clusters Score -206416.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -206417.000000 Penalty: 2736.076904
	Iteration 22Q: 3 clusters Score -206417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -206417.609375 Penalty: 2736.076904
	Iteration 23Q: 3 clusters Score -206417.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -206417.656250 Penalty: 2736.076904
	Iteration 24Q: 3 clusters Score -206417.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -206417.531250 Penalty: 2736.076904
	Iteration 25Q: 3 clusters Score -206417.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -206417.703125 Penalty: 2736.076904
	Iteration 26Q: 3 clusters Score -206417.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -206418.703125 Penalty: 2736.076904
	Iteration 27Q: 3 clusters Score -206418.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -206419.140625 Penalty: 2736.076904
	Iteration 28Q: 3 clusters Score -206419.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -206419.718750 Penalty: 2736.076904
	Iteration 29Q: 3 clusters Score -206419.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -206420.015625 Penalty: 2736.076904
	Iteration 30Q: 3 clusters Score -206420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -206420.343750 Penalty: 2736.076904
	Iteration 31Q: 3 clusters Score -206420.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -206420.906250 Penalty: 2736.076904
	Iteration 32Q: 3 clusters Score -206420.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -206420.906250 Penalty: 2736.076904
	Iteration 33F: 3 clusters Score -206420.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Entering Unmasked Estep 
Score: -506091.750000 Penalty: 1494.899414
	Iteration 0F: 2 clusters Score -506091.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -499014.281250 Penalty: 2989.798828
	Iteration 0F: 3 clusters Score -499014.3 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -501308.781250 Penalty: 2989.798828
	Iteration 1F: 3 clusters Score -501308.8 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -501632.718750 Penalty: 2989.798828
	Iteration 2F: 3 clusters Score -501632.7 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -501955.718750 Penalty: 2989.798828
	Iteration 3F: 3 clusters Score -501955.7 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -502326.937500 Penalty: 2989.798828
	Iteration 4F: 3 clusters Score -502326.9 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -502743.656250 Penalty: 2989.798828
	Iteration 5F: 3 clusters Score -502743.7 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -503160.281250 Penalty: 2989.798828
	Iteration 6F: 3 clusters Score -503160.3 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -503532.250000 Penalty: 2989.798828
	Iteration 7F: 3 clusters Score -503532.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -503866.750000 Penalty: 2989.798828
	Iteration 8F: 3 clusters Score -503866.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -504203.687500 Penalty: 2989.798828
	Iteration 9Q: 3 clusters Score -504203.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -504493.843750 Penalty: 2989.798828
	Iteration 10Q: 3 clusters Score -504493.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -504733.687500 Penalty: 2989.798828
	Iteration 11Q: 3 clusters Score -504733.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -504889.281250 Penalty: 2989.798828
	Iteration 12Q: 3 clusters Score -504889.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -505001.031250 Penalty: 2989.798828
	Iteration 13Q: 3 clusters Score -505001 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -505079.906250 Penalty: 2989.798828
	Iteration 14Q: 3 clusters Score -505079.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -505125.812500 Penalty: 2989.798828
	Iteration 15Q: 3 clusters Score -505125.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -505157.156250 Penalty: 2989.798828
	Iteration 16Q: 3 clusters Score -505157.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -505172.062500 Penalty: 2989.798828
	Iteration 17Q: 3 clusters Score -505172.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -505180.937500 Penalty: 2989.798828
	Iteration 18Q: 3 clusters Score -505180.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -505188.468750 Penalty: 2989.798828
	Iteration 19Q: 3 clusters Score -505188.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -505195.812500 Penalty: 2989.798828
	Iteration 20F: 3 clusters Score -505195.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -505201.125000 Penalty: 2989.798828
	Iteration 21Q: 3 clusters Score -505201.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -505203.937500 Penalty: 2989.798828
	Iteration 22Q: 3 clusters Score -505203.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -505207.781250 Penalty: 2989.798828
	Iteration 23Q: 3 clusters Score -505207.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -505208.250000 Penalty: 2989.798828
	Iteration 24Q: 3 clusters Score -505208.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -505209.625000 Penalty: 2989.798828
	Iteration 25Q: 3 clusters Score -505209.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -505210.218750 Penalty: 2989.798828
	Iteration 26Q: 3 clusters Score -505210.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -505211.437500 Penalty: 2989.798828
	Iteration 27Q: 3 clusters Score -505211.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -505213.906250 Penalty: 2989.798828
	Iteration 28Q: 3 clusters Score -505213.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -505217.031250 Penalty: 2989.798828
	Iteration 29Q: 3 clusters Score -505217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -505219.812500 Penalty: 2989.798828
	Iteration 30Q: 3 clusters Score -505219.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -505220.500000 Penalty: 2989.798828
	Iteration 31Q: 3 clusters Score -505220.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -505223.218750 Penalty: 2989.798828
	Iteration 32Q: 3 clusters Score -505223.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -505224.187500 Penalty: 2989.798828
	Iteration 33Q: 3 clusters Score -505224.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -505224.187500 Penalty: 2989.798828
	Iteration 34F: 3 clusters Score -505224.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (195905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195905 members 
Entering Unmasked Estep 
Score: -9842183.000000 Penalty: 1980.125000
	Iteration 0F: 2 clusters Score -9842183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98267 members 
Mstep: Class 2 contains 97638 members 
Entering Unmasked Estep 
Score: -9710396.000000 Penalty: 3960.250000
	Iteration 0F: 3 clusters Score -9710396 nChanged 94728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105371 members 
Mstep: Class 2 contains 90534 members 
Entering Unmasked Estep 
Score: -9768942.000000 Penalty: 3960.250000
	Iteration 1F: 3 clusters Score -9768942 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110232 members 
Mstep: Class 2 contains 85673 members 
Entering Unmasked Estep 
Score: -9772597.000000 Penalty: 3960.250000
	Iteration 2Q: 3 clusters Score -9772597 nChanged 11251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117835 members 
Mstep: Class 2 contains 78070 members 
Entering Unmasked Estep 
Score: -9778902.000000 Penalty: 3960.250000
	Iteration 3F: 3 clusters Score -9778902 nChanged 13970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128395 members 
Mstep: Class 2 contains 67510 members 
Entering Unmasked Estep 
Score: -9788731.000000 Penalty: 3960.250000
	Iteration 4F: 3 clusters Score -9788731 nChanged 15366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140755 members 
Mstep: Class 2 contains 55150 members 
Entering Unmasked Estep 
Score: -9801410.000000 Penalty: 3960.250000
	Iteration 5F: 3 clusters Score -9801410 nChanged 14253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152670 members 
Mstep: Class 2 contains 43235 members 
Entering Unmasked Estep 
Score: -9814193.000000 Penalty: 3960.250000
	Iteration 6F: 3 clusters Score -9814193 nChanged 11135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162143 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -9824311.000000 Penalty: 3960.250000
	Iteration 7F: 3 clusters Score -9824311 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168635 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -9830483.000000 Penalty: 3960.250000
	Iteration 8Q: 3 clusters Score -9830483 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173131 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -9834147.000000 Penalty: 3960.250000
	Iteration 9Q: 3 clusters Score -9834147 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176400 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -9836364.000000 Penalty: 3960.250000
	Iteration 10Q: 3 clusters Score -9836364 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179035 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -9838018.000000 Penalty: 3960.250000
	Iteration 11Q: 3 clusters Score -9838018 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181066 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -9839025.000000 Penalty: 3960.250000
	Iteration 12Q: 3 clusters Score -9839025 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182718 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -9839791.000000 Penalty: 3960.250000
	Iteration 13Q: 3 clusters Score -9839791 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184038 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -9840429.000000 Penalty: 3960.250000
	Iteration 14Q: 3 clusters Score -9840429 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185107 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -9840877.000000 Penalty: 3960.250000
	Iteration 15Q: 3 clusters Score -9840877 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186017 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -9841253.000000 Penalty: 3960.250000
	Iteration 16Q: 3 clusters Score -9841253 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186724 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -9841443.000000 Penalty: 3960.250000
	Iteration 17Q: 3 clusters Score -9841443 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187318 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -9841544.000000 Penalty: 3960.250000
	Iteration 18Q: 3 clusters Score -9841544 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187825 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -9841588.000000 Penalty: 3960.250000
	Iteration 19Q: 3 clusters Score -9841588 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188264 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -9841690.000000 Penalty: 3960.250000
	Iteration 20F: 3 clusters Score -9841690 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188618 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -9841784.000000 Penalty: 3960.250000
	Iteration 21Q: 3 clusters Score -9841784 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188925 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -9841870.000000 Penalty: 3960.250000
	Iteration 22Q: 3 clusters Score -9841870 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189195 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -9841944.000000 Penalty: 3960.250000
	Iteration 23Q: 3 clusters Score -9841944 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189404 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -9841936.000000 Penalty: 3960.250000
	Iteration 24Q: 3 clusters Score -9841936 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189588 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -9841967.000000 Penalty: 3960.250000
	Iteration 25Q: 3 clusters Score -9841967 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189744 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -9842001.000000 Penalty: 3960.250000
	Iteration 26Q: 3 clusters Score -9842001 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189870 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -9842027.000000 Penalty: 3960.250000
	Iteration 27Q: 3 clusters Score -9842027 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189976 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -9842018.000000 Penalty: 3960.250000
	Iteration 28Q: 3 clusters Score -9842018 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190065 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -9842023.000000 Penalty: 3960.250000
	Iteration 29Q: 3 clusters Score -9842023 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190156 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -9842078.000000 Penalty: 3960.250000
	Iteration 30Q: 3 clusters Score -9842078 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190227 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -9842072.000000 Penalty: 3960.250000
	Iteration 31Q: 3 clusters Score -9842072 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190290 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -9842060.000000 Penalty: 3960.250000
	Iteration 32Q: 3 clusters Score -9842060 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190355 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -9842080.000000 Penalty: 3960.250000
	Iteration 33Q: 3 clusters Score -9842080 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190407 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -9842088.000000 Penalty: 3960.250000
	Iteration 34Q: 3 clusters Score -9842088 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190455 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -9842091.000000 Penalty: 3960.250000
	Iteration 35Q: 3 clusters Score -9842091 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190494 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -9842096.000000 Penalty: 3960.250000
	Iteration 36Q: 3 clusters Score -9842096 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190529 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -9842104.000000 Penalty: 3960.250000
	Iteration 37Q: 3 clusters Score -9842104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190550 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -9842114.000000 Penalty: 3960.250000
	Iteration 38Q: 3 clusters Score -9842114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190575 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -9842130.000000 Penalty: 3960.250000
	Iteration 39Q: 3 clusters Score -9842130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190589 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -9842125.000000 Penalty: 3960.250000
	Iteration 40F: 3 clusters Score -9842125 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190610 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -9842122.000000 Penalty: 3960.250000
	Iteration 41Q: 3 clusters Score -9842122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190634 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -9842135.000000 Penalty: 3960.250000
	Iteration 42Q: 3 clusters Score -9842135 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190655 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -9842137.000000 Penalty: 3960.250000
	Iteration 43Q: 3 clusters Score -9842137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190673 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -9842143.000000 Penalty: 3960.250000
	Iteration 44Q: 3 clusters Score -9842143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190694 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -9842162.000000 Penalty: 3960.250000
	Iteration 45Q: 3 clusters Score -9842162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190703 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -9842151.000000 Penalty: 3960.250000
	Iteration 46Q: 3 clusters Score -9842151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190714 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -9842158.000000 Penalty: 3960.250000
	Iteration 47Q: 3 clusters Score -9842158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190722 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -9842152.000000 Penalty: 3960.250000
	Iteration 48Q: 3 clusters Score -9842152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190732 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -9842147.000000 Penalty: 3960.250000
	Iteration 49Q: 3 clusters Score -9842147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190736 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -9842142.000000 Penalty: 3960.250000
	Iteration 50Q: 3 clusters Score -9842142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190737 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -9842146.000000 Penalty: 3960.250000
	Iteration 51Q: 3 clusters Score -9842146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190739 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -9842140.000000 Penalty: 3960.250000
	Iteration 52Q: 3 clusters Score -9842140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190739 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -9842140.000000 Penalty: 3960.250000
	Iteration 53Q: 3 clusters Score -9842140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190739 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -9842141.000000 Penalty: 3960.250000
	Iteration 54Q: 3 clusters Score -9842141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190739 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -9842141.000000 Penalty: 3960.250000
	Iteration 55F: 3 clusters Score -9842141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Entering Unmasked Estep 
Score: -1170688.250000 Penalty: 1629.191528
	Iteration 0F: 2 clusters Score -1170688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1155372.750000 Penalty: 3258.383057
	Iteration 0F: 3 clusters Score -1155373 nChanged 10211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1161378.000000 Penalty: 3258.383057
	Iteration 1F: 3 clusters Score -1161378 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1162265.000000 Penalty: 3258.383057
	Iteration 2F: 3 clusters Score -1162265 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1163535.000000 Penalty: 3258.383057
	Iteration 3F: 3 clusters Score -1163535 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1165104.750000 Penalty: 3258.383057
	Iteration 4F: 3 clusters Score -1165105 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1166624.750000 Penalty: 3258.383057
	Iteration 5F: 3 clusters Score -1166625 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1167803.125000 Penalty: 3258.383057
	Iteration 6F: 3 clusters Score -1167803 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1168534.750000 Penalty: 3258.383057
	Iteration 7Q: 3 clusters Score -1168535 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1168912.625000 Penalty: 3258.383057
	Iteration 8Q: 3 clusters Score -1168913 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1169119.250000 Penalty: 3258.383057
	Iteration 9Q: 3 clusters Score -1169119 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1169253.500000 Penalty: 3258.383057
	Iteration 10Q: 3 clusters Score -1169254 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1169342.625000 Penalty: 3258.383057
	Iteration 11Q: 3 clusters Score -1169343 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1169400.375000 Penalty: 3258.383057
	Iteration 12Q: 3 clusters Score -1169400 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1169436.750000 Penalty: 3258.383057
	Iteration 13Q: 3 clusters Score -1169437 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1169481.125000 Penalty: 3258.383057
	Iteration 14Q: 3 clusters Score -1169481 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1169510.500000 Penalty: 3258.383057
	Iteration 15Q: 3 clusters Score -1169510 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1169530.000000 Penalty: 3258.383057
	Iteration 16Q: 3 clusters Score -1169530 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1169544.500000 Penalty: 3258.383057
	Iteration 17Q: 3 clusters Score -1169544 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1169549.625000 Penalty: 3258.383057
	Iteration 18Q: 3 clusters Score -1169550 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1169560.250000 Penalty: 3258.383057
	Iteration 19Q: 3 clusters Score -1169560 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1169568.500000 Penalty: 3258.383057
	Iteration 20F: 3 clusters Score -1169568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1169578.375000 Penalty: 3258.383057
	Iteration 21Q: 3 clusters Score -1169578 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1169588.750000 Penalty: 3258.383057
	Iteration 22Q: 3 clusters Score -1169589 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1169595.875000 Penalty: 3258.383057
	Iteration 23Q: 3 clusters Score -1169596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1169600.750000 Penalty: 3258.383057
	Iteration 24Q: 3 clusters Score -1169601 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1169607.625000 Penalty: 3258.383057
	Iteration 25Q: 3 clusters Score -1169608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1169614.375000 Penalty: 3258.383057
	Iteration 26Q: 3 clusters Score -1169614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1169622.625000 Penalty: 3258.383057
	Iteration 27Q: 3 clusters Score -1169623 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1169627.750000 Penalty: 3258.383057
	Iteration 28Q: 3 clusters Score -1169628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1169631.500000 Penalty: 3258.383057
	Iteration 29Q: 3 clusters Score -1169632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1169636.000000 Penalty: 3258.383057
	Iteration 30Q: 3 clusters Score -1169636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1169639.250000 Penalty: 3258.383057
	Iteration 31Q: 3 clusters Score -1169639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1169639.250000 Penalty: 3258.383057
	Iteration 32Q: 3 clusters Score -1169639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1169639.625000 Penalty: 3258.383057
	Iteration 33Q: 3 clusters Score -1169640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1169640.375000 Penalty: 3258.383057
	Iteration 34Q: 3 clusters Score -1169640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1169641.375000 Penalty: 3258.383057
	Iteration 35Q: 3 clusters Score -1169641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1169641.375000 Penalty: 3258.383057
	Iteration 36F: 3 clusters Score -1169641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Entering Unmasked Estep 
Score: -110021.398438 Penalty: 1266.189575
	Iteration 0F: 2 clusters Score -110021.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -107657.335938 Penalty: 2532.379150
	Iteration 0F: 3 clusters Score -107657.3 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -108284.851562 Penalty: 2532.379150
	Iteration 1F: 3 clusters Score -108284.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -108479.148438 Penalty: 2532.379150
	Iteration 2F: 3 clusters Score -108479.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -108626.679688 Penalty: 2532.379150
	Iteration 3F: 3 clusters Score -108626.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -108768.046875 Penalty: 2532.379150
	Iteration 4F: 3 clusters Score -108768 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -108879.070312 Penalty: 2532.379150
	Iteration 5F: 3 clusters Score -108879.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -108967.968750 Penalty: 2532.379150
	Iteration 6Q: 3 clusters Score -108968 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -109049.984375 Penalty: 2532.379150
	Iteration 7Q: 3 clusters Score -109050 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -109132.570312 Penalty: 2532.379150
	Iteration 8Q: 3 clusters Score -109132.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -109182.500000 Penalty: 2532.379150
	Iteration 9Q: 3 clusters Score -109182.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -109212.117188 Penalty: 2532.379150
	Iteration 10Q: 3 clusters Score -109212.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -109228.101562 Penalty: 2532.379150
	Iteration 11Q: 3 clusters Score -109228.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -109242.773438 Penalty: 2532.379150
	Iteration 12Q: 3 clusters Score -109242.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -109250.187500 Penalty: 2532.379150
	Iteration 13Q: 3 clusters Score -109250.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -109257.234375 Penalty: 2532.379150
	Iteration 14Q: 3 clusters Score -109257.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -109260.304688 Penalty: 2532.379150
	Iteration 15Q: 3 clusters Score -109260.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -109262.054688 Penalty: 2532.379150
	Iteration 16Q: 3 clusters Score -109262.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -109262.914062 Penalty: 2532.379150
	Iteration 17Q: 3 clusters Score -109262.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -109263.765625 Penalty: 2532.379150
	Iteration 18Q: 3 clusters Score -109263.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -109264.289062 Penalty: 2532.379150
	Iteration 19Q: 3 clusters Score -109264.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -109264.828125 Penalty: 2532.379150
	Iteration 20F: 3 clusters Score -109264.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -109265.335938 Penalty: 2532.379150
	Iteration 21Q: 3 clusters Score -109265.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -109265.335938 Penalty: 2532.379150
	Iteration 22F: 3 clusters Score -109265.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -408941.781250 Penalty: 1455.909058
	Iteration 0F: 2 clusters Score -408941.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -403223.562500 Penalty: 2911.818115
	Iteration 0F: 3 clusters Score -403223.6 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -405024.125000 Penalty: 2911.818115
	Iteration 1F: 3 clusters Score -405024.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -405241.687500 Penalty: 2911.818115
	Iteration 2F: 3 clusters Score -405241.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -405417.468750 Penalty: 2911.818115
	Iteration 3F: 3 clusters Score -405417.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -405576.375000 Penalty: 2911.818115
	Iteration 4Q: 3 clusters Score -405576.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -405719.187500 Penalty: 2911.818115
	Iteration 5Q: 3 clusters Score -405719.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -405899.343750 Penalty: 2911.818115
	Iteration 6Q: 3 clusters Score -405899.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -406106.843750 Penalty: 2911.818115
	Iteration 7Q: 3 clusters Score -406106.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -406340.875000 Penalty: 2911.818115
	Iteration 8Q: 3 clusters Score -406340.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -406582.750000 Penalty: 2911.818115
	Iteration 9Q: 3 clusters Score -406582.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -406847.468750 Penalty: 2911.818115
	Iteration 10Q: 3 clusters Score -406847.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -407084.343750 Penalty: 2911.818115
	Iteration 11Q: 3 clusters Score -407084.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -407256.187500 Penalty: 2911.818115
	Iteration 12Q: 3 clusters Score -407256.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -407418.968750 Penalty: 2911.818115
	Iteration 13Q: 3 clusters Score -407419 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -407524.125000 Penalty: 2911.818115
	Iteration 14Q: 3 clusters Score -407524.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -407588.156250 Penalty: 2911.818115
	Iteration 15Q: 3 clusters Score -407588.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -407631.187500 Penalty: 2911.818115
	Iteration 16Q: 3 clusters Score -407631.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -407661.531250 Penalty: 2911.818115
	Iteration 17Q: 3 clusters Score -407661.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -407685.500000 Penalty: 2911.818115
	Iteration 18Q: 3 clusters Score -407685.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -407704.843750 Penalty: 2911.818115
	Iteration 19Q: 3 clusters Score -407704.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -407720.750000 Penalty: 2911.818115
	Iteration 20F: 3 clusters Score -407720.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -407734.687500 Penalty: 2911.818115
	Iteration 21Q: 3 clusters Score -407734.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -407742.000000 Penalty: 2911.818115
	Iteration 22Q: 3 clusters Score -407742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -407746.343750 Penalty: 2911.818115
	Iteration 23Q: 3 clusters Score -407746.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -407749.875000 Penalty: 2911.818115
	Iteration 24Q: 3 clusters Score -407749.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -407751.187500 Penalty: 2911.818115
	Iteration 25Q: 3 clusters Score -407751.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -407753.312500 Penalty: 2911.818115
	Iteration 26Q: 3 clusters Score -407753.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -407755.500000 Penalty: 2911.818115
	Iteration 27Q: 3 clusters Score -407755.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -407757.656250 Penalty: 2911.818115
	Iteration 28Q: 3 clusters Score -407757.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -407758.562500 Penalty: 2911.818115
	Iteration 29Q: 3 clusters Score -407758.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -407759.187500 Penalty: 2911.818115
	Iteration 30Q: 3 clusters Score -407759.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -407759.187500 Penalty: 2911.818115
	Iteration 31F: 3 clusters Score -407759.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Entering Unmasked Estep 
Score: -542139.562500 Penalty: 1495.145630
	Iteration 0F: 2 clusters Score -542139.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -535077.000000 Penalty: 2990.291260
	Iteration 0F: 3 clusters Score -535077 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -537207.312500 Penalty: 2990.291260
	Iteration 1F: 3 clusters Score -537207.3 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -537431.250000 Penalty: 2990.291260
	Iteration 2F: 3 clusters Score -537431.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -537630.625000 Penalty: 2990.291260
	Iteration 3Q: 3 clusters Score -537630.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -537821.312500 Penalty: 2990.291260
	Iteration 4Q: 3 clusters Score -537821.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -538018.000000 Penalty: 2990.291260
	Iteration 5Q: 3 clusters Score -538018 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -538278.375000 Penalty: 2990.291260
	Iteration 6Q: 3 clusters Score -538278.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -538563.500000 Penalty: 2990.291260
	Iteration 7F: 3 clusters Score -538563.5 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -538953.500000 Penalty: 2990.291260
	Iteration 8F: 3 clusters Score -538953.5 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -539388.250000 Penalty: 2990.291260
	Iteration 9F: 3 clusters Score -539388.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -539801.187500 Penalty: 2990.291260
	Iteration 10Q: 3 clusters Score -539801.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -540181.250000 Penalty: 2990.291260
	Iteration 11Q: 3 clusters Score -540181.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -540408.187500 Penalty: 2990.291260
	Iteration 12Q: 3 clusters Score -540408.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -540556.437500 Penalty: 2990.291260
	Iteration 13Q: 3 clusters Score -540556.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -540647.187500 Penalty: 2990.291260
	Iteration 14Q: 3 clusters Score -540647.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -540703.937500 Penalty: 2990.291260
	Iteration 15Q: 3 clusters Score -540703.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -540746.625000 Penalty: 2990.291260
	Iteration 16Q: 3 clusters Score -540746.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -540781.375000 Penalty: 2990.291260
	Iteration 17Q: 3 clusters Score -540781.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -540806.937500 Penalty: 2990.291260
	Iteration 18Q: 3 clusters Score -540806.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -540824.875000 Penalty: 2990.291260
	Iteration 19Q: 3 clusters Score -540824.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -540835.500000 Penalty: 2990.291260
	Iteration 20F: 3 clusters Score -540835.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -540845.750000 Penalty: 2990.291260
	Iteration 21Q: 3 clusters Score -540845.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -540854.750000 Penalty: 2990.291260
	Iteration 22Q: 3 clusters Score -540854.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -540862.625000 Penalty: 2990.291260
	Iteration 23Q: 3 clusters Score -540862.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -540866.687500 Penalty: 2990.291260
	Iteration 24Q: 3 clusters Score -540866.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -540870.312500 Penalty: 2990.291260
	Iteration 25Q: 3 clusters Score -540870.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -540875.312500 Penalty: 2990.291260
	Iteration 26Q: 3 clusters Score -540875.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -540875.062500 Penalty: 2990.291260
	Iteration 27Q: 3 clusters Score -540875.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -540875.062500 Penalty: 2990.291260
	Iteration 28F: 3 clusters Score -540875.1 nChanged 0
--- Evaluating fit on full set of 1760365 points ---
Entering Unmasked Estep 
Score: -87295856.000000 Penalty: 35053.765625
20->16 Clusters: Score -87295856.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 586788 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 29287 members 
Mstep: Class 3 contains 29181 members 
Mstep: Class 4 contains 29333 members 
Mstep: Class 5 contains 29477 members 
Mstep: Class 6 contains 29289 members 
Mstep: Class 7 contains 29424 members 
Mstep: Class 8 contains 29285 members 
Mstep: Class 9 contains 29199 members 
Mstep: Class 10 contains 29363 members 
Mstep: Class 11 contains 29358 members 
Mstep: Class 12 contains 29334 members 
Mstep: Class 13 contains 29402 members 
Mstep: Class 14 contains 29350 members 
Mstep: Class 15 contains 29158 members 
Mstep: Class 16 contains 29497 members 
Mstep: Class 17 contains 29143 members 
Mstep: Class 18 contains 29512 members 
Mstep: Class 19 contains 29192 members 
Mstep: Class 20 contains 29563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 770.242432 but Gain 2158.394531
Score: -26875526.000000 Penalty: 41009.468750
Iteration 0F: 20 clusters Score -2.687553e+07 nChanged 551851
Entering Unmasked Mstep 
Mstep: Class 0 contains 325 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 29310 members 
Mstep: Class 3 contains 29461 members 
Mstep: Class 4 contains 20875 members 
Mstep: Class 5 contains 33805 members 
Mstep: Class 6 contains 35217 members 
Mstep: Class 7 contains 34245 members 
Mstep: Class 8 contains 22388 members 
Mstep: Class 9 contains 21608 members 
Mstep: Class 10 contains 53135 members 
Mstep: Class 11 contains 31801 members 
Mstep: Class 12 contains 24928 members 
Mstep: Class 13 contains 34715 members 
Mstep: Class 14 contains 30748 members 
Mstep: Class 15 contains 22509 members 
Mstep: Class 16 contains 23515 members 
Mstep: Class 18 contains 58348 members 
Mstep: Class 19 contains 25455 members 
Mstep: Class 20 contains 25673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28134496.000000 Penalty: 41009.468750
Iteration 1F: 20 clusters Score -2.81345e+07 nChanged 163996
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 31448 members 
Mstep: Class 3 contains 30474 members 
Mstep: Class 4 contains 16933 members 
Mstep: Class 5 contains 32295 members 
Mstep: Class 6 contains 41188 members 
Mstep: Class 7 contains 30407 members 
Mstep: Class 8 contains 18111 members 
Mstep: Class 9 contains 20911 members 
Mstep: Class 10 contains 73615 members 
Mstep: Class 11 contains 29020 members 
Mstep: Class 12 contains 19703 members 
Mstep: Class 13 contains 33535 members 
Mstep: Class 14 contains 26815 members 
Mstep: Class 15 contains 18667 members 
Mstep: Class 16 contains 18122 members 
Mstep: Class 18 contains 71224 members 
Mstep: Class 19 contains 23753 members 
Mstep: Class 20 contains 22839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28381016.000000 Penalty: 41009.468750
Iteration 2F: 20 clusters Score -2.838102e+07 nChanged 142716
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 40973 members 
Mstep: Class 3 contains 28282 members 
Mstep: Class 4 contains 12999 members 
Mstep: Class 5 contains 27094 members 
Mstep: Class 6 contains 45236 members 
Mstep: Class 7 contains 25574 members 
Mstep: Class 8 contains 14463 members 
Mstep: Class 9 contains 27165 members 
Mstep: Class 10 contains 95891 members 
Mstep: Class 11 contains 29446 members 
Mstep: Class 12 contains 16054 members 
Mstep: Class 13 contains 29395 members 
Mstep: Class 14 contains 21262 members 
Mstep: Class 15 contains 16049 members 
Mstep: Class 16 contains 13692 members 
Mstep: Class 18 contains 76450 members 
Mstep: Class 19 contains 20862 members 
Mstep: Class 20 contains 22677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28556322.000000 Penalty: 41009.468750
Iteration 3F: 20 clusters Score -2.855632e+07 nChanged 122410
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 54272 members 
Mstep: Class 3 contains 23806 members 
Mstep: Class 4 contains 8573 members 
Mstep: Class 5 contains 20483 members 
Mstep: Class 6 contains 45570 members 
Mstep: Class 7 contains 21680 members 
Mstep: Class 8 contains 10695 members 
Mstep: Class 9 contains 38516 members 
Mstep: Class 10 contains 120418 members 
Mstep: Class 11 contains 31072 members 
Mstep: Class 12 contains 12525 members 
Mstep: Class 13 contains 24262 members 
Mstep: Class 14 contains 15450 members 
Mstep: Class 15 contains 15522 members 
Mstep: Class 16 contains 10579 members 
Mstep: Class 18 contains 75225 members 
Mstep: Class 19 contains 16789 members 
Mstep: Class 20 contains 24003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28683992.000000 Penalty: 41009.468750
Iteration 4F: 20 clusters Score -2.868399e+07 nChanged 102418
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 64979 members 
Mstep: Class 3 contains 19566 members 
Mstep: Class 4 contains 5399 members 
Mstep: Class 5 contains 14160 members 
Mstep: Class 6 contains 44527 members 
Mstep: Class 7 contains 18874 members 
Mstep: Class 8 contains 7155 members 
Mstep: Class 9 contains 51485 members 
Mstep: Class 10 contains 145929 members 
Mstep: Class 11 contains 31948 members 
Mstep: Class 12 contains 9057 members 
Mstep: Class 13 contains 19225 members 
Mstep: Class 14 contains 10390 members 
Mstep: Class 15 contains 15666 members 
Mstep: Class 16 contains 8165 members 
Mstep: Class 18 contains 70481 members 
Mstep: Class 19 contains 12541 members 
Mstep: Class 20 contains 25536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28779364.000000 Penalty: 41009.468750
Iteration 5F: 20 clusters Score -2.877936e+07 nChanged 81482
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 72661 members 
Mstep: Class 3 contains 16360 members 
Mstep: Class 4 contains 3932 members 
Mstep: Class 5 contains 9081 members 
Mstep: Class 6 contains 44166 members 
Mstep: Class 7 contains 16837 members 
Mstep: Class 8 contains 4398 members 
Mstep: Class 9 contains 62871 members 
Mstep: Class 10 contains 168188 members 
Mstep: Class 11 contains 31741 members 
Mstep: Class 12 contains 6255 members 
Mstep: Class 13 contains 14737 members 
Mstep: Class 14 contains 6497 members 
Mstep: Class 15 contains 15228 members 
Mstep: Class 16 contains 6124 members 
Mstep: Class 18 contains 64483 members 
Mstep: Class 19 contains 8855 members 
Mstep: Class 20 contains 26595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28850082.000000 Penalty: 41009.468750
Iteration 6F: 20 clusters Score -2.885008e+07 nChanged 63476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 78376 members 
Mstep: Class 3 contains 14371 members 
Mstep: Class 4 contains 3480 members 
Mstep: Class 5 contains 5616 members 
Mstep: Class 6 contains 45023 members 
Mstep: Class 7 contains 15202 members 
Mstep: Class 8 contains 2596 members 
Mstep: Class 9 contains 72160 members 
Mstep: Class 10 contains 184816 members 
Mstep: Class 11 contains 30666 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 10875 members 
Mstep: Class 14 contains 3842 members 
Mstep: Class 15 contains 14062 members 
Mstep: Class 16 contains 4486 members 
Mstep: Class 18 contains 58424 members 
Mstep: Class 19 contains 6094 members 
Mstep: Class 20 contains 26757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28903518.000000 Penalty: 41009.468750
Iteration 7F: 20 clusters Score -2.890352e+07 nChanged 49808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 82839 members 
Mstep: Class 3 contains 13424 members 
Mstep: Class 4 contains 3421 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 46602 members 
Mstep: Class 7 contains 13813 members 
Mstep: Class 8 contains 1645 members 
Mstep: Class 9 contains 79376 members 
Mstep: Class 10 contains 196050 members 
Mstep: Class 11 contains 29036 members 
Mstep: Class 12 contains 2936 members 
Mstep: Class 13 contains 7774 members 
Mstep: Class 14 contains 2209 members 
Mstep: Class 15 contains 12543 members 
Mstep: Class 16 contains 3274 members 
Mstep: Class 18 contains 53411 members 
Mstep: Class 19 contains 4147 members 
Mstep: Class 20 contains 25653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1346.021973 but Gain 2158.390625
Score: -28943798.000000 Penalty: 38851.078125
Iteration 8F: 19 clusters Score -2.89438e+07 nChanged 40363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 86532 members 
Mstep: Class 3 contains 13077 members 
Mstep: Class 4 contains 3473 members 
Mstep: Class 5 contains 2815 members 
Mstep: Class 6 contains 48209 members 
Mstep: Class 7 contains 12642 members 
Mstep: Class 8 contains 1271 members 
Mstep: Class 9 contains 85003 members 
Mstep: Class 10 contains 202835 members 
Mstep: Class 11 contains 27413 members 
Mstep: Class 12 contains 2251 members 
Mstep: Class 13 contains 5645 members 
Mstep: Class 15 contains 11192 members 
Mstep: Class 16 contains 2400 members 
Mstep: Class 18 contains 50325 members 
Mstep: Class 19 contains 2936 members 
Mstep: Class 20 contains 24005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1750.143433 but Gain 2158.394531
Score: -28973842.000000 Penalty: 36692.683594
Iteration 9F: 18 clusters Score -2.897384e+07 nChanged 32412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 89636 members 
Mstep: Class 3 contains 13149 members 
Mstep: Class 4 contains 3539 members 
Mstep: Class 5 contains 2424 members 
Mstep: Class 6 contains 49590 members 
Mstep: Class 7 contains 11577 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 89236 members 
Mstep: Class 10 contains 206392 members 
Mstep: Class 11 contains 25692 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 4165 members 
Mstep: Class 15 contains 10118 members 
Mstep: Class 18 contains 49220 members 
Mstep: Class 19 contains 2169 members 
Mstep: Class 20 contains 22224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1971.890015 but Gain 2158.394531
Score: -28996304.000000 Penalty: 34534.289062
Iteration 10F: 17 clusters Score -2.89963e+07 nChanged 25984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 91971 members 
Mstep: Class 3 contains 12934 members 
Mstep: Class 4 contains 3608 members 
Mstep: Class 5 contains 2243 members 
Mstep: Class 6 contains 50386 members 
Mstep: Class 7 contains 10647 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 92324 members 
Mstep: Class 10 contains 208416 members 
Mstep: Class 11 contains 23953 members 
Mstep: Class 12 contains 1739 members 
Mstep: Class 13 contains 3155 members 
Mstep: Class 15 contains 9425 members 
Mstep: Class 18 contains 49497 members 
Mstep: Class 20 contains 20764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29012290.000000 Penalty: 34534.289062
Iteration 11Q: 17 clusters Score -2.901229e+07 nChanged 19673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 93583 members 
Mstep: Class 3 contains 12713 members 
Mstep: Class 4 contains 3642 members 
Mstep: Class 5 contains 2174 members 
Mstep: Class 6 contains 50837 members 
Mstep: Class 7 contains 9865 members 
Mstep: Class 8 contains 1273 members 
Mstep: Class 9 contains 94575 members 
Mstep: Class 10 contains 208947 members 
Mstep: Class 11 contains 22269 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 2356 members 
Mstep: Class 15 contains 8917 members 
Mstep: Class 18 contains 50178 members 
Mstep: Class 20 contains 19479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29022234.000000 Penalty: 34534.289062
Iteration 12Q: 17 clusters Score -2.902223e+07 nChanged 15260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 94600 members 
Mstep: Class 3 contains 12525 members 
Mstep: Class 4 contains 3628 members 
Mstep: Class 5 contains 2128 members 
Mstep: Class 6 contains 51088 members 
Mstep: Class 7 contains 9465 members 
Mstep: Class 8 contains 1403 members 
Mstep: Class 9 contains 96326 members 
Mstep: Class 10 contains 209253 members 
Mstep: Class 11 contains 20993 members 
Mstep: Class 12 contains 1597 members 
Mstep: Class 13 contains 1815 members 
Mstep: Class 15 contains 8697 members 
Mstep: Class 18 contains 50575 members 
Mstep: Class 20 contains 18472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1984.571655 but Gain 2158.392578
Score: -29030130.000000 Penalty: 32375.896484
Iteration 13Q: 16 clusters Score -2.903013e+07 nChanged 13155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 95197 members 
Mstep: Class 3 contains 12386 members 
Mstep: Class 4 contains 3597 members 
Mstep: Class 5 contains 2075 members 
Mstep: Class 6 contains 51364 members 
Mstep: Class 7 contains 9593 members 
Mstep: Class 8 contains 1558 members 
Mstep: Class 9 contains 98007 members 
Mstep: Class 10 contains 209672 members 
Mstep: Class 11 contains 20051 members 
Mstep: Class 12 contains 1600 members 
Mstep: Class 15 contains 8833 members 
Mstep: Class 18 contains 50997 members 
Mstep: Class 20 contains 17695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29035920.000000 Penalty: 32375.896484
Iteration 14Q: 16 clusters Score -2.903592e+07 nChanged 9170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 95269 members 
Mstep: Class 3 contains 12210 members 
Mstep: Class 4 contains 3566 members 
Mstep: Class 5 contains 2058 members 
Mstep: Class 6 contains 51328 members 
Mstep: Class 7 contains 9850 members 
Mstep: Class 8 contains 1678 members 
Mstep: Class 9 contains 99331 members 
Mstep: Class 10 contains 209733 members 
Mstep: Class 11 contains 19322 members 
Mstep: Class 12 contains 1606 members 
Mstep: Class 15 contains 8803 members 
Mstep: Class 18 contains 50946 members 
Mstep: Class 20 contains 16974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29038358.000000 Penalty: 32375.896484
Iteration 15Q: 16 clusters Score -2.903836e+07 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 95184 members 
Mstep: Class 3 contains 12085 members 
Mstep: Class 4 contains 3542 members 
Mstep: Class 5 contains 2048 members 
Mstep: Class 6 contains 51230 members 
Mstep: Class 7 contains 10077 members 
Mstep: Class 8 contains 1791 members 
Mstep: Class 9 contains 100496 members 
Mstep: Class 10 contains 209844 members 
Mstep: Class 11 contains 18773 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 15 contains 8825 members 
Mstep: Class 18 contains 50822 members 
Mstep: Class 20 contains 16419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29039966.000000 Penalty: 32375.896484
Iteration 16Q: 16 clusters Score -2.903997e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 94952 members 
Mstep: Class 3 contains 11961 members 
Mstep: Class 4 contains 3522 members 
Mstep: Class 5 contains 2074 members 
Mstep: Class 6 contains 51048 members 
Mstep: Class 7 contains 10249 members 
Mstep: Class 8 contains 1887 members 
Mstep: Class 9 contains 101574 members 
Mstep: Class 10 contains 210039 members 
Mstep: Class 11 contains 18312 members 
Mstep: Class 12 contains 1578 members 
Mstep: Class 15 contains 8896 members 
Mstep: Class 18 contains 50693 members 
Mstep: Class 20 contains 15958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29041064.000000 Penalty: 32375.896484
Iteration 17Q: 16 clusters Score -2.904106e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 94668 members 
Mstep: Class 3 contains 11876 members 
Mstep: Class 4 contains 3527 members 
Mstep: Class 5 contains 2122 members 
Mstep: Class 6 contains 50799 members 
Mstep: Class 7 contains 10383 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 102662 members 
Mstep: Class 10 contains 210226 members 
Mstep: Class 11 contains 17939 members 
Mstep: Class 12 contains 1575 members 
Mstep: Class 15 contains 8999 members 
Mstep: Class 18 contains 50431 members 
Mstep: Class 20 contains 15581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29042176.000000 Penalty: 32375.896484
Iteration 18Q: 16 clusters Score -2.904218e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 94369 members 
Mstep: Class 3 contains 11803 members 
Mstep: Class 4 contains 3542 members 
Mstep: Class 5 contains 2170 members 
Mstep: Class 6 contains 50571 members 
Mstep: Class 7 contains 10486 members 
Mstep: Class 8 contains 2042 members 
Mstep: Class 9 contains 103657 members 
Mstep: Class 10 contains 210433 members 
Mstep: Class 11 contains 17632 members 
Mstep: Class 12 contains 1581 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 18 contains 50127 members 
Mstep: Class 20 contains 15214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29043072.000000 Penalty: 32375.896484
Iteration 19Q: 16 clusters Score -2.904307e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 94026 members 
Mstep: Class 3 contains 11761 members 
Mstep: Class 4 contains 3567 members 
Mstep: Class 5 contains 2235 members 
Mstep: Class 6 contains 50337 members 
Mstep: Class 7 contains 10570 members 
Mstep: Class 8 contains 2099 members 
Mstep: Class 9 contains 104533 members 
Mstep: Class 10 contains 210608 members 
Mstep: Class 11 contains 17404 members 
Mstep: Class 12 contains 1573 members 
Mstep: Class 15 contains 9232 members 
Mstep: Class 18 contains 49876 members 
Mstep: Class 20 contains 14898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29043910.000000 Penalty: 32375.896484
Iteration 20F: 16 clusters Score -2.904391e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 93713 members 
Mstep: Class 3 contains 11703 members 
Mstep: Class 4 contains 3590 members 
Mstep: Class 5 contains 2327 members 
Mstep: Class 6 contains 50108 members 
Mstep: Class 7 contains 10620 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 105327 members 
Mstep: Class 10 contains 210745 members 
Mstep: Class 11 contains 17225 members 
Mstep: Class 12 contains 1564 members 
Mstep: Class 15 contains 9362 members 
Mstep: Class 18 contains 49649 members 
Mstep: Class 20 contains 14587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29044498.000000 Penalty: 32375.896484
Iteration 21Q: 16 clusters Score -2.90445e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 93336 members 
Mstep: Class 3 contains 11635 members 
Mstep: Class 4 contains 3631 members 
Mstep: Class 5 contains 2435 members 
Mstep: Class 6 contains 49889 members 
Mstep: Class 7 contains 10663 members 
Mstep: Class 8 contains 2253 members 
Mstep: Class 9 contains 106062 members 
Mstep: Class 10 contains 210879 members 
Mstep: Class 11 contains 17080 members 
Mstep: Class 12 contains 1548 members 
Mstep: Class 15 contains 9520 members 
Mstep: Class 18 contains 49443 members 
Mstep: Class 20 contains 14327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29045184.000000 Penalty: 32375.896484
Iteration 22Q: 16 clusters Score -2.904518e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 92941 members 
Mstep: Class 3 contains 11558 members 
Mstep: Class 4 contains 3695 members 
Mstep: Class 5 contains 2536 members 
Mstep: Class 6 contains 49644 members 
Mstep: Class 7 contains 10700 members 
Mstep: Class 8 contains 2299 members 
Mstep: Class 9 contains 106790 members 
Mstep: Class 10 contains 211011 members 
Mstep: Class 11 contains 16982 members 
Mstep: Class 12 contains 1526 members 
Mstep: Class 15 contains 9661 members 
Mstep: Class 18 contains 49209 members 
Mstep: Class 20 contains 14139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29046106.000000 Penalty: 32375.896484
Iteration 23Q: 16 clusters Score -2.904611e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 92539 members 
Mstep: Class 3 contains 11452 members 
Mstep: Class 4 contains 3752 members 
Mstep: Class 5 contains 2638 members 
Mstep: Class 6 contains 49410 members 
Mstep: Class 7 contains 10724 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 107510 members 
Mstep: Class 10 contains 211204 members 
Mstep: Class 11 contains 16905 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 15 contains 9779 members 
Mstep: Class 18 contains 48915 members 
Mstep: Class 20 contains 13998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29046958.000000 Penalty: 32375.896484
Iteration 24Q: 16 clusters Score -2.904696e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 92182 members 
Mstep: Class 3 contains 11344 members 
Mstep: Class 4 contains 3804 members 
Mstep: Class 5 contains 2733 members 
Mstep: Class 6 contains 49195 members 
Mstep: Class 7 contains 10729 members 
Mstep: Class 8 contains 2370 members 
Mstep: Class 9 contains 108167 members 
Mstep: Class 10 contains 211441 members 
Mstep: Class 11 contains 16869 members 
Mstep: Class 12 contains 1502 members 
Mstep: Class 15 contains 9879 members 
Mstep: Class 18 contains 48585 members 
Mstep: Class 20 contains 13881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29047490.000000 Penalty: 32375.896484
Iteration 25Q: 16 clusters Score -2.904749e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 91841 members 
Mstep: Class 3 contains 11223 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 2823 members 
Mstep: Class 6 contains 49019 members 
Mstep: Class 7 contains 10734 members 
Mstep: Class 8 contains 2400 members 
Mstep: Class 9 contains 108811 members 
Mstep: Class 10 contains 211691 members 
Mstep: Class 11 contains 16876 members 
Mstep: Class 12 contains 1484 members 
Mstep: Class 15 contains 9948 members 
Mstep: Class 18 contains 48249 members 
Mstep: Class 20 contains 13717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29048196.000000 Penalty: 32375.896484
Iteration 26Q: 16 clusters Score -2.90482e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 91472 members 
Mstep: Class 3 contains 11123 members 
Mstep: Class 4 contains 3912 members 
Mstep: Class 5 contains 2907 members 
Mstep: Class 6 contains 48858 members 
Mstep: Class 7 contains 10743 members 
Mstep: Class 8 contains 2426 members 
Mstep: Class 9 contains 109409 members 
Mstep: Class 10 contains 211918 members 
Mstep: Class 11 contains 16912 members 
Mstep: Class 12 contains 1471 members 
Mstep: Class 15 contains 10000 members 
Mstep: Class 18 contains 47941 members 
Mstep: Class 20 contains 13574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29048654.000000 Penalty: 32375.896484
Iteration 27Q: 16 clusters Score -2.904865e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 91091 members 
Mstep: Class 3 contains 11040 members 
Mstep: Class 4 contains 3946 members 
Mstep: Class 5 contains 2997 members 
Mstep: Class 6 contains 48661 members 
Mstep: Class 7 contains 10745 members 
Mstep: Class 8 contains 2465 members 
Mstep: Class 9 contains 110038 members 
Mstep: Class 10 contains 212119 members 
Mstep: Class 11 contains 16974 members 
Mstep: Class 12 contains 1452 members 
Mstep: Class 15 contains 10067 members 
Mstep: Class 18 contains 47576 members 
Mstep: Class 20 contains 13499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29049206.000000 Penalty: 32375.896484
Iteration 28Q: 16 clusters Score -2.904921e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 90703 members 
Mstep: Class 3 contains 10963 members 
Mstep: Class 4 contains 3972 members 
Mstep: Class 5 contains 3073 members 
Mstep: Class 6 contains 48472 members 
Mstep: Class 7 contains 10751 members 
Mstep: Class 8 contains 2491 members 
Mstep: Class 9 contains 110675 members 
Mstep: Class 10 contains 212339 members 
Mstep: Class 11 contains 17047 members 
Mstep: Class 12 contains 1433 members 
Mstep: Class 15 contains 10107 members 
Mstep: Class 18 contains 47182 members 
Mstep: Class 20 contains 13464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29049820.000000 Penalty: 32375.896484
Iteration 29Q: 16 clusters Score -2.904982e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 90284 members 
Mstep: Class 3 contains 10891 members 
Mstep: Class 4 contains 4012 members 
Mstep: Class 5 contains 3157 members 
Mstep: Class 6 contains 48302 members 
Mstep: Class 7 contains 10760 members 
Mstep: Class 8 contains 2520 members 
Mstep: Class 9 contains 111228 members 
Mstep: Class 10 contains 212561 members 
Mstep: Class 11 contains 17115 members 
Mstep: Class 12 contains 1428 members 
Mstep: Class 15 contains 10137 members 
Mstep: Class 18 contains 46825 members 
Mstep: Class 20 contains 13452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29050472.000000 Penalty: 32375.896484
Iteration 30Q: 16 clusters Score -2.905047e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 89902 members 
Mstep: Class 3 contains 10827 members 
Mstep: Class 4 contains 4045 members 
Mstep: Class 5 contains 3246 members 
Mstep: Class 6 contains 48125 members 
Mstep: Class 7 contains 10764 members 
Mstep: Class 8 contains 2529 members 
Mstep: Class 9 contains 111765 members 
Mstep: Class 10 contains 212789 members 
Mstep: Class 11 contains 17213 members 
Mstep: Class 12 contains 1403 members 
Mstep: Class 15 contains 10139 members 
Mstep: Class 18 contains 46463 members 
Mstep: Class 20 contains 13468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29050930.000000 Penalty: 32375.896484
Iteration 31Q: 16 clusters Score -2.905093e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 89552 members 
Mstep: Class 3 contains 10746 members 
Mstep: Class 4 contains 4070 members 
Mstep: Class 5 contains 3316 members 
Mstep: Class 6 contains 47947 members 
Mstep: Class 7 contains 10776 members 
Mstep: Class 8 contains 2544 members 
Mstep: Class 9 contains 112284 members 
Mstep: Class 10 contains 213020 members 
Mstep: Class 11 contains 17326 members 
Mstep: Class 12 contains 1384 members 
Mstep: Class 15 contains 10140 members 
Mstep: Class 18 contains 46116 members 
Mstep: Class 20 contains 13463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29051342.000000 Penalty: 32375.896484
Iteration 32Q: 16 clusters Score -2.905134e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 89192 members 
Mstep: Class 3 contains 10677 members 
Mstep: Class 4 contains 4099 members 
Mstep: Class 5 contains 3391 members 
Mstep: Class 6 contains 47807 members 
Mstep: Class 7 contains 10788 members 
Mstep: Class 8 contains 2563 members 
Mstep: Class 9 contains 112722 members 
Mstep: Class 10 contains 213215 members 
Mstep: Class 11 contains 17452 members 
Mstep: Class 12 contains 1362 members 
Mstep: Class 15 contains 10125 members 
Mstep: Class 18 contains 45854 members 
Mstep: Class 20 contains 13432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29051580.000000 Penalty: 32375.896484
Iteration 33Q: 16 clusters Score -2.905158e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 88876 members 
Mstep: Class 3 contains 10633 members 
Mstep: Class 4 contains 4129 members 
Mstep: Class 5 contains 3470 members 
Mstep: Class 6 contains 47674 members 
Mstep: Class 7 contains 10795 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 113113 members 
Mstep: Class 10 contains 213390 members 
Mstep: Class 11 contains 17576 members 
Mstep: Class 12 contains 1346 members 
Mstep: Class 15 contains 10113 members 
Mstep: Class 18 contains 45607 members 
Mstep: Class 20 contains 13381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29051868.000000 Penalty: 32375.896484
Iteration 34Q: 16 clusters Score -2.905187e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 88595 members 
Mstep: Class 3 contains 10599 members 
Mstep: Class 4 contains 4154 members 
Mstep: Class 5 contains 3530 members 
Mstep: Class 6 contains 47567 members 
Mstep: Class 7 contains 10805 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 113468 members 
Mstep: Class 10 contains 213558 members 
Mstep: Class 11 contains 17721 members 
Mstep: Class 12 contains 1324 members 
Mstep: Class 15 contains 10087 members 
Mstep: Class 18 contains 45372 members 
Mstep: Class 20 contains 13333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29052168.000000 Penalty: 32375.896484
Iteration 35Q: 16 clusters Score -2.905217e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 88285 members 
Mstep: Class 3 contains 10581 members 
Mstep: Class 4 contains 4171 members 
Mstep: Class 5 contains 3599 members 
Mstep: Class 6 contains 47443 members 
Mstep: Class 7 contains 10814 members 
Mstep: Class 8 contains 2572 members 
Mstep: Class 9 contains 113879 members 
Mstep: Class 10 contains 213671 members 
Mstep: Class 11 contains 17860 members 
Mstep: Class 12 contains 1288 members 
Mstep: Class 15 contains 10039 members 
Mstep: Class 18 contains 45163 members 
Mstep: Class 20 contains 13317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29052236.000000 Penalty: 32375.896484
Iteration 36Q: 16 clusters Score -2.905224e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 87972 members 
Mstep: Class 3 contains 10571 members 
Mstep: Class 4 contains 4186 members 
Mstep: Class 5 contains 3666 members 
Mstep: Class 6 contains 47334 members 
Mstep: Class 7 contains 10823 members 
Mstep: Class 8 contains 2580 members 
Mstep: Class 9 contains 114281 members 
Mstep: Class 10 contains 213762 members 
Mstep: Class 11 contains 17991 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 15 contains 9994 members 
Mstep: Class 18 contains 44962 members 
Mstep: Class 20 contains 13297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29052458.000000 Penalty: 32375.896484
Iteration 37Q: 16 clusters Score -2.905246e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 87639 members 
Mstep: Class 3 contains 10550 members 
Mstep: Class 4 contains 4192 members 
Mstep: Class 5 contains 3742 members 
Mstep: Class 6 contains 47239 members 
Mstep: Class 7 contains 10829 members 
Mstep: Class 8 contains 2576 members 
Mstep: Class 9 contains 114691 members 
Mstep: Class 10 contains 213850 members 
Mstep: Class 11 contains 18132 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 15 contains 9945 members 
Mstep: Class 18 contains 44758 members 
Mstep: Class 20 contains 13290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29052514.000000 Penalty: 32375.896484
Iteration 38Q: 16 clusters Score -2.905251e+07 nChanged 1730
Entering ConstructFrom: 
Score: -29052514.000000 Penalty: 32375.896484
Entering ConstructFrom: 
Trying to split cluster 1 (4113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Entering Unmasked Estep 
Score: -190839.921875 Penalty: 1352.310059
	Iteration 0F: 2 clusters Score -190839.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -187438.625000 Penalty: 2704.620117
	Iteration 0F: 3 clusters Score -187438.6 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -188363.812500 Penalty: 2704.620117
	Iteration 1F: 3 clusters Score -188363.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -188560.984375 Penalty: 2704.620117
	Iteration 2F: 3 clusters Score -188561 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -188708.453125 Penalty: 2704.620117
	Iteration 3F: 3 clusters Score -188708.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -188833.609375 Penalty: 2704.620117
	Iteration 4F: 3 clusters Score -188833.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -188958.468750 Penalty: 2704.620117
	Iteration 5Q: 3 clusters Score -188958.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -189092.125000 Penalty: 2704.620117
	Iteration 6Q: 3 clusters Score -189092.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -189257.750000 Penalty: 2704.620117
	Iteration 7Q: 3 clusters Score -189257.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -189432.609375 Penalty: 2704.620117
	Iteration 8F: 3 clusters Score -189432.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -189571.515625 Penalty: 2704.620117
	Iteration 9Q: 3 clusters Score -189571.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -189681.500000 Penalty: 2704.620117
	Iteration 10Q: 3 clusters Score -189681.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -189762.156250 Penalty: 2704.620117
	Iteration 11Q: 3 clusters Score -189762.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -189806.140625 Penalty: 2704.620117
	Iteration 12Q: 3 clusters Score -189806.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -189837.234375 Penalty: 2704.620117
	Iteration 13Q: 3 clusters Score -189837.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -189854.890625 Penalty: 2704.620117
	Iteration 14Q: 3 clusters Score -189854.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -189866.171875 Penalty: 2704.620117
	Iteration 15Q: 3 clusters Score -189866.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -189873.859375 Penalty: 2704.620117
	Iteration 16Q: 3 clusters Score -189873.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -189878.125000 Penalty: 2704.620117
	Iteration 17Q: 3 clusters Score -189878.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -189880.875000 Penalty: 2704.620117
	Iteration 18Q: 3 clusters Score -189880.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -189883.203125 Penalty: 2704.620117
	Iteration 19Q: 3 clusters Score -189883.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -189885.046875 Penalty: 2704.620117
	Iteration 20F: 3 clusters Score -189885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -189886.046875 Penalty: 2704.620117
	Iteration 21Q: 3 clusters Score -189886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -189886.468750 Penalty: 2704.620117
	Iteration 22Q: 3 clusters Score -189886.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -189886.468750 Penalty: 2704.620117
	Iteration 23F: 3 clusters Score -189886.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (87267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87267 members 
Entering Unmasked Estep 
Score: -4396381.500000 Penalty: 1848.718262
	Iteration 0F: 2 clusters Score -4396382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Mstep: Class 2 contains 43641 members 
Entering Unmasked Estep 
Score: -4337944.500000 Penalty: 3697.436523
	Iteration 0F: 3 clusters Score -4337944 nChanged 41743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -4361958.500000 Penalty: 3697.436523
	Iteration 1F: 3 clusters Score -4361958 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -4362532.500000 Penalty: 3697.436523
	Iteration 2Q: 3 clusters Score -4362532 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -4363239.000000 Penalty: 3697.436523
	Iteration 3Q: 3 clusters Score -4363239 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45437 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -4364210.500000 Penalty: 3697.436523
	Iteration 4Q: 3 clusters Score -4364210 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -4365645.000000 Penalty: 3697.436523
	Iteration 5Q: 3 clusters Score -4365645 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47638 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -4367564.000000 Penalty: 3697.436523
	Iteration 6Q: 3 clusters Score -4367564 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48962 members 
Mstep: Class 2 contains 38305 members 
Entering Unmasked Estep 
Score: -4370321.000000 Penalty: 3697.436523
	Iteration 7F: 3 clusters Score -4370321 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50280 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -4373766.000000 Penalty: 3697.436523
	Iteration 8F: 3 clusters Score -4373766 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51312 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -4377475.000000 Penalty: 3697.436523
	Iteration 9F: 3 clusters Score -4377475 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52098 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -4380394.500000 Penalty: 3697.436523
	Iteration 10F: 3 clusters Score -4380394 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52655 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -4381971.000000 Penalty: 3697.436523
	Iteration 11Q: 3 clusters Score -4381971 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53091 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -4382745.000000 Penalty: 3697.436523
	Iteration 12Q: 3 clusters Score -4382745 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53490 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -4383291.500000 Penalty: 3697.436523
	Iteration 13Q: 3 clusters Score -4383292 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53812 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -4383737.000000 Penalty: 3697.436523
	Iteration 14Q: 3 clusters Score -4383737 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54133 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -4384232.000000 Penalty: 3697.436523
	Iteration 15Q: 3 clusters Score -4384232 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -4384768.000000 Penalty: 3697.436523
	Iteration 16Q: 3 clusters Score -4384768 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54488 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -4385427.000000 Penalty: 3697.436523
	Iteration 17Q: 3 clusters Score -4385427 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54513 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -4386325.000000 Penalty: 3697.436523
	Iteration 18Q: 3 clusters Score -4386325 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54373 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -4387487.500000 Penalty: 3697.436523
	Iteration 19Q: 3 clusters Score -4387488 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54140 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -4388871.000000 Penalty: 3697.436523
	Iteration 20F: 3 clusters Score -4388871 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53903 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -4390391.000000 Penalty: 3697.436523
	Iteration 21Q: 3 clusters Score -4390391 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53698 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -4392044.000000 Penalty: 3697.436523
	Iteration 22Q: 3 clusters Score -4392044 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53540 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -4393605.000000 Penalty: 3697.436523
	Iteration 23Q: 3 clusters Score -4393605 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53486 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -4394871.500000 Penalty: 3697.436523
	Iteration 24Q: 3 clusters Score -4394872 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53591 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -4395536.500000 Penalty: 3697.436523
	Iteration 25Q: 3 clusters Score -4395536 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53739 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -4395878.000000 Penalty: 3697.436523
	Iteration 26Q: 3 clusters Score -4395878 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53902 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -4396050.000000 Penalty: 3697.436523
	Iteration 27Q: 3 clusters Score -4396050 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54060 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -4396176.500000 Penalty: 3697.436523
	Iteration 28Q: 3 clusters Score -4396176 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54207 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -4396217.000000 Penalty: 3697.436523
	Iteration 29Q: 3 clusters Score -4396217 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54332 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -4396234.500000 Penalty: 3697.436523
	Iteration 30Q: 3 clusters Score -4396234 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54443 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -4396222.500000 Penalty: 3697.436523
	Iteration 31Q: 3 clusters Score -4396222 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54543 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -4396237.500000 Penalty: 3697.436523
	Iteration 32Q: 3 clusters Score -4396238 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54630 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -4396243.000000 Penalty: 3697.436523
	Iteration 33Q: 3 clusters Score -4396243 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54703 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -4396258.000000 Penalty: 3697.436523
	Iteration 34Q: 3 clusters Score -4396258 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54752 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -4396271.000000 Penalty: 3697.436523
	Iteration 35Q: 3 clusters Score -4396271 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54794 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -4396270.500000 Penalty: 3697.436523
	Iteration 36Q: 3 clusters Score -4396270 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54833 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -4396282.000000 Penalty: 3697.436523
	Iteration 37Q: 3 clusters Score -4396282 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54866 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -4396277.500000 Penalty: 3697.436523
	Iteration 38Q: 3 clusters Score -4396278 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54908 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -4396286.000000 Penalty: 3697.436523
	Iteration 39Q: 3 clusters Score -4396286 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54938 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -4396279.000000 Penalty: 3697.436523
	Iteration 40F: 3 clusters Score -4396279 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54961 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -4396273.000000 Penalty: 3697.436523
	Iteration 41Q: 3 clusters Score -4396273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54979 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -4396272.500000 Penalty: 3697.436523
	Iteration 42Q: 3 clusters Score -4396272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54995 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -4396286.000000 Penalty: 3697.436523
	Iteration 43Q: 3 clusters Score -4396286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55017 members 
Mstep: Class 2 contains 32250 members 
Entering Unmasked Estep 
Score: -4396279.000000 Penalty: 3697.436523
	Iteration 44Q: 3 clusters Score -4396279 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55039 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -4396272.500000 Penalty: 3697.436523
	Iteration 45Q: 3 clusters Score -4396272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55056 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -4396273.500000 Penalty: 3697.436523
	Iteration 46Q: 3 clusters Score -4396274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55070 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -4396281.500000 Penalty: 3697.436523
	Iteration 47Q: 3 clusters Score -4396282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55086 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -4396280.500000 Penalty: 3697.436523
	Iteration 48Q: 3 clusters Score -4396280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55096 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -4396282.000000 Penalty: 3697.436523
	Iteration 49Q: 3 clusters Score -4396282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -4396280.500000 Penalty: 3697.436523
	Iteration 50Q: 3 clusters Score -4396280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55100 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -4396282.500000 Penalty: 3697.436523
	Iteration 51Q: 3 clusters Score -4396282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55100 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -4396282.500000 Penalty: 3697.436523
	Iteration 52Q: 3 clusters Score -4396282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55101 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -4396287.500000 Penalty: 3697.436523
	Iteration 53Q: 3 clusters Score -4396288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55101 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -4396287.500000 Penalty: 3697.436523
	Iteration 54F: 3 clusters Score -4396288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Entering Unmasked Estep 
Score: -558406.375000 Penalty: 1505.442261
	Iteration 0F: 2 clusters Score -558406.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -550944.875000 Penalty: 3010.884521
	Iteration 0F: 3 clusters Score -550944.9 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -553444.375000 Penalty: 3010.884521
	Iteration 1F: 3 clusters Score -553444.4 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -553730.062500 Penalty: 3010.884521
	Iteration 2F: 3 clusters Score -553730.1 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -553972.125000 Penalty: 3010.884521
	Iteration 3F: 3 clusters Score -553972.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -554177.687500 Penalty: 3010.884521
	Iteration 4Q: 3 clusters Score -554177.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -554360.312500 Penalty: 3010.884521
	Iteration 5Q: 3 clusters Score -554360.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -554543.687500 Penalty: 3010.884521
	Iteration 6Q: 3 clusters Score -554543.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -554739.125000 Penalty: 3010.884521
	Iteration 7Q: 3 clusters Score -554739.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -554953.625000 Penalty: 3010.884521
	Iteration 8Q: 3 clusters Score -554953.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -555169.687500 Penalty: 3010.884521
	Iteration 9Q: 3 clusters Score -555169.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -555389.312500 Penalty: 3010.884521
	Iteration 10Q: 3 clusters Score -555389.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -555619.875000 Penalty: 3010.884521
	Iteration 11Q: 3 clusters Score -555619.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -555804.062500 Penalty: 3010.884521
	Iteration 12Q: 3 clusters Score -555804.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -555936.750000 Penalty: 3010.884521
	Iteration 13Q: 3 clusters Score -555936.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -556022.312500 Penalty: 3010.884521
	Iteration 14Q: 3 clusters Score -556022.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -556068.062500 Penalty: 3010.884521
	Iteration 15Q: 3 clusters Score -556068.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -556099.312500 Penalty: 3010.884521
	Iteration 16Q: 3 clusters Score -556099.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -556115.687500 Penalty: 3010.884521
	Iteration 17Q: 3 clusters Score -556115.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -556131.312500 Penalty: 3010.884521
	Iteration 18Q: 3 clusters Score -556131.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -556145.875000 Penalty: 3010.884521
	Iteration 19Q: 3 clusters Score -556145.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -556157.937500 Penalty: 3010.884521
	Iteration 20F: 3 clusters Score -556157.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -556173.000000 Penalty: 3010.884521
	Iteration 21Q: 3 clusters Score -556173 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -556183.187500 Penalty: 3010.884521
	Iteration 22Q: 3 clusters Score -556183.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -556194.500000 Penalty: 3010.884521
	Iteration 23Q: 3 clusters Score -556194.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -556202.312500 Penalty: 3010.884521
	Iteration 24Q: 3 clusters Score -556202.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -556208.812500 Penalty: 3010.884521
	Iteration 25Q: 3 clusters Score -556208.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -556215.375000 Penalty: 3010.884521
	Iteration 26Q: 3 clusters Score -556215.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -556222.687500 Penalty: 3010.884521
	Iteration 27Q: 3 clusters Score -556222.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -556227.625000 Penalty: 3010.884521
	Iteration 28Q: 3 clusters Score -556227.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -556234.187500 Penalty: 3010.884521
	Iteration 29Q: 3 clusters Score -556234.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -556237.687500 Penalty: 3010.884521
	Iteration 30Q: 3 clusters Score -556237.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -556240.750000 Penalty: 3010.884521
	Iteration 31Q: 3 clusters Score -556240.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -556243.750000 Penalty: 3010.884521
	Iteration 32Q: 3 clusters Score -556243.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -556247.000000 Penalty: 3010.884521
	Iteration 33Q: 3 clusters Score -556247 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -556251.187500 Penalty: 3010.884521
	Iteration 34Q: 3 clusters Score -556251.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -556254.375000 Penalty: 3010.884521
	Iteration 35Q: 3 clusters Score -556254.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -556257.812500 Penalty: 3010.884521
	Iteration 36Q: 3 clusters Score -556257.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -556262.000000 Penalty: 3010.884521
	Iteration 37Q: 3 clusters Score -556262 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -556264.000000 Penalty: 3010.884521
	Iteration 38Q: 3 clusters Score -556264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -556267.375000 Penalty: 3010.884521
	Iteration 39Q: 3 clusters Score -556267.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -556269.187500 Penalty: 3010.884521
	Iteration 40F: 3 clusters Score -556269.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -556271.312500 Penalty: 3010.884521
	Iteration 41Q: 3 clusters Score -556271.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -556273.375000 Penalty: 3010.884521
	Iteration 42Q: 3 clusters Score -556273.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -556275.687500 Penalty: 3010.884521
	Iteration 43Q: 3 clusters Score -556275.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -556280.437500 Penalty: 3010.884521
	Iteration 44Q: 3 clusters Score -556280.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -556281.625000 Penalty: 3010.884521
	Iteration 45Q: 3 clusters Score -556281.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -556285.750000 Penalty: 3010.884521
	Iteration 46Q: 3 clusters Score -556285.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -556291.500000 Penalty: 3010.884521
	Iteration 47Q: 3 clusters Score -556291.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -556294.000000 Penalty: 3010.884521
	Iteration 48Q: 3 clusters Score -556294 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -556298.500000 Penalty: 3010.884521
	Iteration 49Q: 3 clusters Score -556298.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -556302.750000 Penalty: 3010.884521
	Iteration 50Q: 3 clusters Score -556302.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -556306.937500 Penalty: 3010.884521
	Iteration 51Q: 3 clusters Score -556306.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -556310.500000 Penalty: 3010.884521
	Iteration 52Q: 3 clusters Score -556310.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -556318.062500 Penalty: 3010.884521
	Iteration 53Q: 3 clusters Score -556318.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -556320.250000 Penalty: 3010.884521
	Iteration 54Q: 3 clusters Score -556320.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -556323.625000 Penalty: 3010.884521
	Iteration 55Q: 3 clusters Score -556323.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -556325.250000 Penalty: 3010.884521
	Iteration 56Q: 3 clusters Score -556325.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -556326.812500 Penalty: 3010.884521
	Iteration 57Q: 3 clusters Score -556326.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -556328.125000 Penalty: 3010.884521
	Iteration 58Q: 3 clusters Score -556328.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -556328.375000 Penalty: 3010.884521
	Iteration 59Q: 3 clusters Score -556328.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -556330.687500 Penalty: 3010.884521
	Iteration 60F: 3 clusters Score -556330.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -556330.625000 Penalty: 3010.884521
	Iteration 61Q: 3 clusters Score -556330.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -556333.437500 Penalty: 3010.884521
	Iteration 62Q: 3 clusters Score -556333.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -556333.500000 Penalty: 3010.884521
	Iteration 63Q: 3 clusters Score -556333.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -556334.312500 Penalty: 3010.884521
	Iteration 64Q: 3 clusters Score -556334.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -556334.250000 Penalty: 3010.884521
	Iteration 65Q: 3 clusters Score -556334.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -556334.562500 Penalty: 3010.884521
	Iteration 66Q: 3 clusters Score -556334.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -556336.812500 Penalty: 3010.884521
	Iteration 67Q: 3 clusters Score -556336.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -556336.312500 Penalty: 3010.884521
	Iteration 68Q: 3 clusters Score -556336.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -556335.812500 Penalty: 3010.884521
	Iteration 69Q: 3 clusters Score -556335.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -556337.062500 Penalty: 3010.884521
	Iteration 70Q: 3 clusters Score -556337.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -556337.125000 Penalty: 3010.884521
	Iteration 71Q: 3 clusters Score -556337.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -556340.187500 Penalty: 3010.884521
	Iteration 72Q: 3 clusters Score -556340.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -556339.500000 Penalty: 3010.884521
	Iteration 73Q: 3 clusters Score -556339.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -556341.312500 Penalty: 3010.884521
	Iteration 74Q: 3 clusters Score -556341.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -556341.250000 Penalty: 3010.884521
	Iteration 75Q: 3 clusters Score -556341.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -556342.625000 Penalty: 3010.884521
	Iteration 76Q: 3 clusters Score -556342.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -556341.125000 Penalty: 3010.884521
	Iteration 77Q: 3 clusters Score -556341.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -556342.875000 Penalty: 3010.884521
	Iteration 78Q: 3 clusters Score -556342.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -556345.562500 Penalty: 3010.884521
	Iteration 79Q: 3 clusters Score -556345.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -556344.687500 Penalty: 3010.884521
	Iteration 80F: 3 clusters Score -556344.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -556344.687500 Penalty: 3010.884521
	Iteration 81Q: 3 clusters Score -556344.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -556346.687500 Penalty: 3010.884521
	Iteration 82Q: 3 clusters Score -556346.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -556350.062500 Penalty: 3010.884521
	Iteration 83Q: 3 clusters Score -556350.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -556351.812500 Penalty: 3010.884521
	Iteration 84Q: 3 clusters Score -556351.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -556356.937500 Penalty: 3010.884521
	Iteration 85Q: 3 clusters Score -556356.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -556359.312500 Penalty: 3010.884521
	Iteration 86Q: 3 clusters Score -556359.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -556361.750000 Penalty: 3010.884521
	Iteration 87Q: 3 clusters Score -556361.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -556370.187500 Penalty: 3010.884521
	Iteration 88Q: 3 clusters Score -556370.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -556371.875000 Penalty: 3010.884521
	Iteration 89Q: 3 clusters Score -556371.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -556374.187500 Penalty: 3010.884521
	Iteration 90Q: 3 clusters Score -556374.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -556378.937500 Penalty: 3010.884521
	Iteration 91Q: 3 clusters Score -556378.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -556384.187500 Penalty: 3010.884521
	Iteration 92Q: 3 clusters Score -556384.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -556388.062500 Penalty: 3010.884521
	Iteration 93Q: 3 clusters Score -556388.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -556391.687500 Penalty: 3010.884521
	Iteration 94Q: 3 clusters Score -556391.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -556395.000000 Penalty: 3010.884521
	Iteration 95Q: 3 clusters Score -556395 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -556396.937500 Penalty: 3010.884521
	Iteration 96Q: 3 clusters Score -556396.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -556399.687500 Penalty: 3010.884521
	Iteration 97Q: 3 clusters Score -556399.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -556404.812500 Penalty: 3010.884521
	Iteration 98Q: 3 clusters Score -556404.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -556406.312500 Penalty: 3010.884521
	Iteration 99Q: 3 clusters Score -556406.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -556407.062500 Penalty: 3010.884521
	Iteration 100F: 3 clusters Score -556407.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -556408.250000 Penalty: 3010.884521
	Iteration 101Q: 3 clusters Score -556408.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -556408.312500 Penalty: 3010.884521
	Iteration 102Q: 3 clusters Score -556408.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -556410.187500 Penalty: 3010.884521
	Iteration 103Q: 3 clusters Score -556410.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -556410.562500 Penalty: 3010.884521
	Iteration 104Q: 3 clusters Score -556410.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -556410.062500 Penalty: 3010.884521
	Iteration 105Q: 3 clusters Score -556410.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -556410.062500 Penalty: 3010.884521
	Iteration 106F: 3 clusters Score -556410.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Entering Unmasked Estep 
Score: -194861.609375 Penalty: 1355.827393
	Iteration 0F: 2 clusters Score -194861.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -191445.546875 Penalty: 2711.654785
	Iteration 0F: 3 clusters Score -191445.5 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -192311.625000 Penalty: 2711.654785
	Iteration 1F: 3 clusters Score -192311.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -192500.671875 Penalty: 2711.654785
	Iteration 2F: 3 clusters Score -192500.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -192652.187500 Penalty: 2711.654785
	Iteration 3F: 3 clusters Score -192652.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -192813.593750 Penalty: 2711.654785
	Iteration 4F: 3 clusters Score -192813.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -193012.859375 Penalty: 2711.654785
	Iteration 5F: 3 clusters Score -193012.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -193246.953125 Penalty: 2711.654785
	Iteration 6F: 3 clusters Score -193247 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -193490.390625 Penalty: 2711.654785
	Iteration 7F: 3 clusters Score -193490.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -193721.312500 Penalty: 2711.654785
	Iteration 8F: 3 clusters Score -193721.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -193892.109375 Penalty: 2711.654785
	Iteration 9F: 3 clusters Score -193892.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -194000.812500 Penalty: 2711.654785
	Iteration 10Q: 3 clusters Score -194000.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -194070.687500 Penalty: 2711.654785
	Iteration 11Q: 3 clusters Score -194070.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -194106.937500 Penalty: 2711.654785
	Iteration 12Q: 3 clusters Score -194106.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -194132.921875 Penalty: 2711.654785
	Iteration 13Q: 3 clusters Score -194132.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -194147.203125 Penalty: 2711.654785
	Iteration 14Q: 3 clusters Score -194147.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -194155.265625 Penalty: 2711.654785
	Iteration 15Q: 3 clusters Score -194155.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -194161.781250 Penalty: 2711.654785
	Iteration 16Q: 3 clusters Score -194161.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -194171.546875 Penalty: 2711.654785
	Iteration 17Q: 3 clusters Score -194171.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -194175.031250 Penalty: 2711.654785
	Iteration 18Q: 3 clusters Score -194175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -194176.578125 Penalty: 2711.654785
	Iteration 19Q: 3 clusters Score -194176.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -194177.125000 Penalty: 2711.654785
	Iteration 20F: 3 clusters Score -194177.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Entering Unmasked Estep 
Score: -217964.437500 Penalty: 1340.513428
	Iteration 0F: 2 clusters Score -217964.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -214709.781250 Penalty: 2681.026855
	Iteration 0F: 3 clusters Score -214709.8 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -215566.421875 Penalty: 2681.026855
	Iteration 1F: 3 clusters Score -215566.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -215714.265625 Penalty: 2681.026855
	Iteration 2F: 3 clusters Score -215714.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -215787.328125 Penalty: 2681.026855
	Iteration 3Q: 3 clusters Score -215787.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -215836.093750 Penalty: 2681.026855
	Iteration 4Q: 3 clusters Score -215836.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -215858.484375 Penalty: 2681.026855
	Iteration 5Q: 3 clusters Score -215858.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -215869.875000 Penalty: 2681.026855
	Iteration 6Q: 3 clusters Score -215869.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -215878.125000 Penalty: 2681.026855
	Iteration 7Q: 3 clusters Score -215878.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -215890.562500 Penalty: 2681.026855
	Iteration 8Q: 3 clusters Score -215890.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -215902.078125 Penalty: 2681.026855
	Iteration 9Q: 3 clusters Score -215902.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -215917.312500 Penalty: 2681.026855
	Iteration 10Q: 3 clusters Score -215917.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -215932.234375 Penalty: 2681.026855
	Iteration 11Q: 3 clusters Score -215932.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -215938.531250 Penalty: 2681.026855
	Iteration 12Q: 3 clusters Score -215938.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -215943.468750 Penalty: 2681.026855
	Iteration 13Q: 3 clusters Score -215943.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -215948.640625 Penalty: 2681.026855
	Iteration 14Q: 3 clusters Score -215948.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -215953.843750 Penalty: 2681.026855
	Iteration 15Q: 3 clusters Score -215953.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -215960.015625 Penalty: 2681.026855
	Iteration 16Q: 3 clusters Score -215960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -215962.421875 Penalty: 2681.026855
	Iteration 17Q: 3 clusters Score -215962.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -215967.218750 Penalty: 2681.026855
	Iteration 18Q: 3 clusters Score -215967.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -215974.609375 Penalty: 2681.026855
	Iteration 19Q: 3 clusters Score -215974.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -215981.343750 Penalty: 2681.026855
	Iteration 20F: 3 clusters Score -215981.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -215985.937500 Penalty: 2681.026855
	Iteration 21Q: 3 clusters Score -215985.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -215990.375000 Penalty: 2681.026855
	Iteration 22Q: 3 clusters Score -215990.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -215995.078125 Penalty: 2681.026855
	Iteration 23Q: 3 clusters Score -215995.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -215998.640625 Penalty: 2681.026855
	Iteration 24Q: 3 clusters Score -215998.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -216000.578125 Penalty: 2681.026855
	Iteration 25Q: 3 clusters Score -216000.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -216002.656250 Penalty: 2681.026855
	Iteration 26Q: 3 clusters Score -216002.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -216004.687500 Penalty: 2681.026855
	Iteration 27Q: 3 clusters Score -216004.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -216007.078125 Penalty: 2681.026855
	Iteration 28Q: 3 clusters Score -216007.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -216010.484375 Penalty: 2681.026855
	Iteration 29Q: 3 clusters Score -216010.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -216013.812500 Penalty: 2681.026855
	Iteration 30Q: 3 clusters Score -216013.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -216016.921875 Penalty: 2681.026855
	Iteration 31Q: 3 clusters Score -216016.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -216019.359375 Penalty: 2681.026855
	Iteration 32Q: 3 clusters Score -216019.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -216020.625000 Penalty: 2681.026855
	Iteration 33Q: 3 clusters Score -216020.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -216023.187500 Penalty: 2681.026855
	Iteration 34Q: 3 clusters Score -216023.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -216026.578125 Penalty: 2681.026855
	Iteration 35Q: 3 clusters Score -216026.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -216029.250000 Penalty: 2681.026855
	Iteration 36Q: 3 clusters Score -216029.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -216031.734375 Penalty: 2681.026855
	Iteration 37Q: 3 clusters Score -216031.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -216034.375000 Penalty: 2681.026855
	Iteration 38Q: 3 clusters Score -216034.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -216036.468750 Penalty: 2681.026855
	Iteration 39Q: 3 clusters Score -216036.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -216038.671875 Penalty: 2681.026855
	Iteration 40F: 3 clusters Score -216038.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -216039.234375 Penalty: 2681.026855
	Iteration 41Q: 3 clusters Score -216039.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -216040.312500 Penalty: 2681.026855
	Iteration 42Q: 3 clusters Score -216040.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -216041.062500 Penalty: 2681.026855
	Iteration 43Q: 3 clusters Score -216041.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -216042.765625 Penalty: 2681.026855
	Iteration 44Q: 3 clusters Score -216042.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -216043.562500 Penalty: 2681.026855
	Iteration 45Q: 3 clusters Score -216043.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -216044.015625 Penalty: 2681.026855
	Iteration 46Q: 3 clusters Score -216044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -216045.140625 Penalty: 2681.026855
	Iteration 47Q: 3 clusters Score -216045.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -216045.906250 Penalty: 2681.026855
	Iteration 48Q: 3 clusters Score -216045.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -216045.906250 Penalty: 2681.026855
	Iteration 49F: 3 clusters Score -216045.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47149 members 
Entering Unmasked Estep 
Score: -2436780.500000 Penalty: 1748.673584
	Iteration 0F: 2 clusters Score -2436780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -2405382.250000 Penalty: 3497.347168
	Iteration 0F: 3 clusters Score -2405382 nChanged 22002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -2417631.500000 Penalty: 3497.347168
	Iteration 1F: 3 clusters Score -2417632 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -2418001.750000 Penalty: 3497.347168
	Iteration 2Q: 3 clusters Score -2418002 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -2418363.500000 Penalty: 3497.347168
	Iteration 3Q: 3 clusters Score -2418364 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -2418718.000000 Penalty: 3497.347168
	Iteration 4Q: 3 clusters Score -2418718 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -2419131.000000 Penalty: 3497.347168
	Iteration 5Q: 3 clusters Score -2419131 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -2419621.250000 Penalty: 3497.347168
	Iteration 6Q: 3 clusters Score -2419621 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -2420147.750000 Penalty: 3497.347168
	Iteration 7Q: 3 clusters Score -2420148 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -2420773.250000 Penalty: 3497.347168
	Iteration 8Q: 3 clusters Score -2420773 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -2421512.750000 Penalty: 3497.347168
	Iteration 9Q: 3 clusters Score -2421513 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -2422410.250000 Penalty: 3497.347168
	Iteration 10Q: 3 clusters Score -2422410 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -2423484.750000 Penalty: 3497.347168
	Iteration 11Q: 3 clusters Score -2423485 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -2424724.250000 Penalty: 3497.347168
	Iteration 12Q: 3 clusters Score -2424724 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -2426142.250000 Penalty: 3497.347168
	Iteration 13Q: 3 clusters Score -2426142 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -2427681.750000 Penalty: 3497.347168
	Iteration 14Q: 3 clusters Score -2427682 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -2429080.500000 Penalty: 3497.347168
	Iteration 15Q: 3 clusters Score -2429080 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -2430081.250000 Penalty: 3497.347168
	Iteration 16Q: 3 clusters Score -2430081 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -2430760.000000 Penalty: 3497.347168
	Iteration 17Q: 3 clusters Score -2430760 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -2431237.500000 Penalty: 3497.347168
	Iteration 18Q: 3 clusters Score -2431238 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -2431605.750000 Penalty: 3497.347168
	Iteration 19Q: 3 clusters Score -2431606 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -2431914.500000 Penalty: 3497.347168
	Iteration 20F: 3 clusters Score -2431914 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -2432245.750000 Penalty: 3497.347168
	Iteration 21Q: 3 clusters Score -2432246 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 41547 members 
Entering Unmasked Estep 
Score: -2432585.750000 Penalty: 3497.347168
	Iteration 22Q: 3 clusters Score -2432586 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 42237 members 
Entering Unmasked Estep 
Score: -2432912.500000 Penalty: 3497.347168
	Iteration 23Q: 3 clusters Score -2432912 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 42883 members 
Entering Unmasked Estep 
Score: -2433220.000000 Penalty: 3497.347168
	Iteration 24Q: 3 clusters Score -2433220 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -2433509.750000 Penalty: 3497.347168
	Iteration 25Q: 3 clusters Score -2433510 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -2433776.000000 Penalty: 3497.347168
	Iteration 26Q: 3 clusters Score -2433776 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -2434020.500000 Penalty: 3497.347168
	Iteration 27Q: 3 clusters Score -2434020 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 44877 members 
Entering Unmasked Estep 
Score: -2434231.250000 Penalty: 3497.347168
	Iteration 28Q: 3 clusters Score -2434231 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 45232 members 
Entering Unmasked Estep 
Score: -2434419.000000 Penalty: 3497.347168
	Iteration 29Q: 3 clusters Score -2434419 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 45528 members 
Entering Unmasked Estep 
Score: -2434574.000000 Penalty: 3497.347168
	Iteration 30Q: 3 clusters Score -2434574 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 45791 members 
Entering Unmasked Estep 
Score: -2434719.750000 Penalty: 3497.347168
	Iteration 31Q: 3 clusters Score -2434720 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 46014 members 
Entering Unmasked Estep 
Score: -2434831.250000 Penalty: 3497.347168
	Iteration 32Q: 3 clusters Score -2434831 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 46163 members 
Entering Unmasked Estep 
Score: -2434912.250000 Penalty: 3497.347168
	Iteration 33Q: 3 clusters Score -2434912 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 46283 members 
Entering Unmasked Estep 
Score: -2434985.250000 Penalty: 3497.347168
	Iteration 34Q: 3 clusters Score -2434985 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -2435039.000000 Penalty: 3497.347168
	Iteration 35Q: 3 clusters Score -2435039 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -2435095.250000 Penalty: 3497.347168
	Iteration 36Q: 3 clusters Score -2435095 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 46540 members 
Entering Unmasked Estep 
Score: -2435150.500000 Penalty: 3497.347168
	Iteration 37Q: 3 clusters Score -2435150 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 46583 members 
Entering Unmasked Estep 
Score: -2435170.250000 Penalty: 3497.347168
	Iteration 38Q: 3 clusters Score -2435170 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 46617 members 
Entering Unmasked Estep 
Score: -2435195.750000 Penalty: 3497.347168
	Iteration 39Q: 3 clusters Score -2435196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 46644 members 
Entering Unmasked Estep 
Score: -2435212.500000 Penalty: 3497.347168
	Iteration 40F: 3 clusters Score -2435212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 46658 members 
Entering Unmasked Estep 
Score: -2435225.000000 Penalty: 3497.347168
	Iteration 41Q: 3 clusters Score -2435225 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 46671 members 
Entering Unmasked Estep 
Score: -2435235.000000 Penalty: 3497.347168
	Iteration 42Q: 3 clusters Score -2435235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 46683 members 
Entering Unmasked Estep 
Score: -2435242.250000 Penalty: 3497.347168
	Iteration 43Q: 3 clusters Score -2435242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 46693 members 
Entering Unmasked Estep 
Score: -2435246.500000 Penalty: 3497.347168
	Iteration 44Q: 3 clusters Score -2435246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 46703 members 
Entering Unmasked Estep 
Score: -2435255.250000 Penalty: 3497.347168
	Iteration 45Q: 3 clusters Score -2435255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -2435264.250000 Penalty: 3497.347168
	Iteration 46Q: 3 clusters Score -2435264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 46717 members 
Entering Unmasked Estep 
Score: -2435266.750000 Penalty: 3497.347168
	Iteration 47Q: 3 clusters Score -2435267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
Score: -2435272.000000 Penalty: 3497.347168
	Iteration 48Q: 3 clusters Score -2435272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 46730 members 
Entering Unmasked Estep 
Score: -2435277.000000 Penalty: 3497.347168
	Iteration 49Q: 3 clusters Score -2435277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 46736 members 
Entering Unmasked Estep 
Score: -2435278.750000 Penalty: 3497.347168
	Iteration 50Q: 3 clusters Score -2435279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 46742 members 
Entering Unmasked Estep 
Score: -2435285.500000 Penalty: 3497.347168
	Iteration 51Q: 3 clusters Score -2435286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 46742 members 
Entering Unmasked Estep 
Score: -2435286.250000 Penalty: 3497.347168
	Iteration 52Q: 3 clusters Score -2435286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 46742 members 
Entering Unmasked Estep 
Score: -2435287.250000 Penalty: 3497.347168
	Iteration 53Q: 3 clusters Score -2435287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 46742 members 
Entering Unmasked Estep 
Score: -2435287.250000 Penalty: 3497.347168
	Iteration 54F: 3 clusters Score -2435287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Entering Unmasked Estep 
Score: -555624.812500 Penalty: 1509.742310
	Iteration 0F: 2 clusters Score -555624.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -547950.875000 Penalty: 3019.484619
	Iteration 0F: 3 clusters Score -547950.9 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -550466.187500 Penalty: 3019.484619
	Iteration 1F: 3 clusters Score -550466.2 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -550782.875000 Penalty: 3019.484619
	Iteration 2F: 3 clusters Score -550782.9 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -551060.875000 Penalty: 3019.484619
	Iteration 3F: 3 clusters Score -551060.9 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -551351.812500 Penalty: 3019.484619
	Iteration 4F: 3 clusters Score -551351.8 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -551681.500000 Penalty: 3019.484619
	Iteration 5F: 3 clusters Score -551681.5 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -552039.125000 Penalty: 3019.484619
	Iteration 6F: 3 clusters Score -552039.1 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -552460.625000 Penalty: 3019.484619
	Iteration 7F: 3 clusters Score -552460.6 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -552891.250000 Penalty: 3019.484619
	Iteration 8F: 3 clusters Score -552891.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -553245.687500 Penalty: 3019.484619
	Iteration 9Q: 3 clusters Score -553245.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -553523.312500 Penalty: 3019.484619
	Iteration 10Q: 3 clusters Score -553523.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -553722.687500 Penalty: 3019.484619
	Iteration 11Q: 3 clusters Score -553722.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -553877.437500 Penalty: 3019.484619
	Iteration 12Q: 3 clusters Score -553877.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -553985.687500 Penalty: 3019.484619
	Iteration 13Q: 3 clusters Score -553985.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -554069.937500 Penalty: 3019.484619
	Iteration 14Q: 3 clusters Score -554069.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -554133.875000 Penalty: 3019.484619
	Iteration 15Q: 3 clusters Score -554133.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -554198.125000 Penalty: 3019.484619
	Iteration 16Q: 3 clusters Score -554198.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -554264.187500 Penalty: 3019.484619
	Iteration 17Q: 3 clusters Score -554264.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -554321.687500 Penalty: 3019.484619
	Iteration 18Q: 3 clusters Score -554321.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -554362.125000 Penalty: 3019.484619
	Iteration 19Q: 3 clusters Score -554362.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -554401.000000 Penalty: 3019.484619
	Iteration 20F: 3 clusters Score -554401 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -554428.250000 Penalty: 3019.484619
	Iteration 21Q: 3 clusters Score -554428.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -554445.750000 Penalty: 3019.484619
	Iteration 22Q: 3 clusters Score -554445.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -554453.312500 Penalty: 3019.484619
	Iteration 23Q: 3 clusters Score -554453.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -554459.687500 Penalty: 3019.484619
	Iteration 24Q: 3 clusters Score -554459.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -554462.812500 Penalty: 3019.484619
	Iteration 25Q: 3 clusters Score -554462.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -554465.687500 Penalty: 3019.484619
	Iteration 26Q: 3 clusters Score -554465.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -554469.250000 Penalty: 3019.484619
	Iteration 27Q: 3 clusters Score -554469.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -554477.187500 Penalty: 3019.484619
	Iteration 28Q: 3 clusters Score -554477.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -554483.312500 Penalty: 3019.484619
	Iteration 29Q: 3 clusters Score -554483.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -554489.312500 Penalty: 3019.484619
	Iteration 30Q: 3 clusters Score -554489.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -554492.437500 Penalty: 3019.484619
	Iteration 31Q: 3 clusters Score -554492.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -554493.375000 Penalty: 3019.484619
	Iteration 32Q: 3 clusters Score -554493.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -554494.250000 Penalty: 3019.484619
	Iteration 33Q: 3 clusters Score -554494.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -554494.812500 Penalty: 3019.484619
	Iteration 34Q: 3 clusters Score -554494.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -554494.812500 Penalty: 3019.484619
	Iteration 35F: 3 clusters Score -554494.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Entering Unmasked Estep 
Score: -112819.101562 Penalty: 1276.463013
	Iteration 0F: 2 clusters Score -112819.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -110393.429688 Penalty: 2552.926025
	Iteration 0F: 3 clusters Score -110393.4 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -110936.343750 Penalty: 2552.926025
	Iteration 1F: 3 clusters Score -110936.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -111058.367188 Penalty: 2552.926025
	Iteration 2F: 3 clusters Score -111058.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -111138.343750 Penalty: 2552.926025
	Iteration 3F: 3 clusters Score -111138.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -111187.890625 Penalty: 2552.926025
	Iteration 4Q: 3 clusters Score -111187.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -111229.054688 Penalty: 2552.926025
	Iteration 5Q: 3 clusters Score -111229.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -111265.859375 Penalty: 2552.926025
	Iteration 6Q: 3 clusters Score -111265.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -111292.242188 Penalty: 2552.926025
	Iteration 7Q: 3 clusters Score -111292.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -111310.914062 Penalty: 2552.926025
	Iteration 8Q: 3 clusters Score -111310.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -111333.656250 Penalty: 2552.926025
	Iteration 9Q: 3 clusters Score -111333.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -111354.734375 Penalty: 2552.926025
	Iteration 10Q: 3 clusters Score -111354.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -111374.304688 Penalty: 2552.926025
	Iteration 11Q: 3 clusters Score -111374.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -111389.929688 Penalty: 2552.926025
	Iteration 12Q: 3 clusters Score -111389.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -111397.375000 Penalty: 2552.926025
	Iteration 13Q: 3 clusters Score -111397.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -111402.992188 Penalty: 2552.926025
	Iteration 14Q: 3 clusters Score -111403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -111410.460938 Penalty: 2552.926025
	Iteration 15Q: 3 clusters Score -111410.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -111417.539062 Penalty: 2552.926025
	Iteration 16Q: 3 clusters Score -111417.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -111421.851562 Penalty: 2552.926025
	Iteration 17Q: 3 clusters Score -111421.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -111423.203125 Penalty: 2552.926025
	Iteration 18Q: 3 clusters Score -111423.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -111424.515625 Penalty: 2552.926025
	Iteration 19Q: 3 clusters Score -111424.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -111424.679688 Penalty: 2552.926025
	Iteration 20F: 3 clusters Score -111424.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -111425.414062 Penalty: 2552.926025
	Iteration 21Q: 3 clusters Score -111425.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -111426.234375 Penalty: 2552.926025
	Iteration 22Q: 3 clusters Score -111426.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -111427.500000 Penalty: 2552.926025
	Iteration 23Q: 3 clusters Score -111427.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -111428.289062 Penalty: 2552.926025
	Iteration 24Q: 3 clusters Score -111428.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -111428.867188 Penalty: 2552.926025
	Iteration 25Q: 3 clusters Score -111428.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -111429.148438 Penalty: 2552.926025
	Iteration 26Q: 3 clusters Score -111429.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -111429.593750 Penalty: 2552.926025
	Iteration 27Q: 3 clusters Score -111429.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -111430.796875 Penalty: 2552.926025
	Iteration 28Q: 3 clusters Score -111430.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -111432.570312 Penalty: 2552.926025
	Iteration 29Q: 3 clusters Score -111432.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -111434.109375 Penalty: 2552.926025
	Iteration 30Q: 3 clusters Score -111434.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -111435.148438 Penalty: 2552.926025
	Iteration 31Q: 3 clusters Score -111435.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -111435.578125 Penalty: 2552.926025
	Iteration 32Q: 3 clusters Score -111435.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -111435.601562 Penalty: 2552.926025
	Iteration 33Q: 3 clusters Score -111435.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -111435.601562 Penalty: 2552.926025
	Iteration 34F: 3 clusters Score -111435.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (115153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115153 members 
Entering Unmasked Estep 
Score: -5823134.000000 Penalty: 1893.777710
	Iteration 0F: 2 clusters Score -5823134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57695 members 
Mstep: Class 2 contains 57458 members 
Entering Unmasked Estep 
Score: -5746303.500000 Penalty: 3787.555420
	Iteration 0F: 3 clusters Score -5746304 nChanged 55111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58952 members 
Mstep: Class 2 contains 56201 members 
Entering Unmasked Estep 
Score: -5778037.500000 Penalty: 3787.555420
	Iteration 1F: 3 clusters Score -5778038 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59519 members 
Mstep: Class 2 contains 55634 members 
Entering Unmasked Estep 
Score: -5778848.000000 Penalty: 3787.555420
	Iteration 2Q: 3 clusters Score -5778848 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60391 members 
Mstep: Class 2 contains 54762 members 
Entering Unmasked Estep 
Score: -5779915.000000 Penalty: 3787.555420
	Iteration 3Q: 3 clusters Score -5779915 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61696 members 
Mstep: Class 2 contains 53457 members 
Entering Unmasked Estep 
Score: -5781290.000000 Penalty: 3787.555420
	Iteration 4Q: 3 clusters Score -5781290 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63721 members 
Mstep: Class 2 contains 51432 members 
Entering Unmasked Estep 
Score: -5783362.000000 Penalty: 3787.555420
	Iteration 5Q: 3 clusters Score -5783362 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66746 members 
Mstep: Class 2 contains 48407 members 
Entering Unmasked Estep 
Score: -5786254.000000 Penalty: 3787.555420
	Iteration 6Q: 3 clusters Score -5786254 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70869 members 
Mstep: Class 2 contains 44284 members 
Entering Unmasked Estep 
Score: -5790384.500000 Penalty: 3787.555420
	Iteration 7F: 3 clusters Score -5790384 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75891 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -5795530.000000 Penalty: 3787.555420
	Iteration 8F: 3 clusters Score -5795530 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81146 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -5800830.500000 Penalty: 3787.555420
	Iteration 9F: 3 clusters Score -5800830 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85878 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -5805177.000000 Penalty: 3787.555420
	Iteration 10F: 3 clusters Score -5805177 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89773 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -5808337.500000 Penalty: 3787.555420
	Iteration 11Q: 3 clusters Score -5808338 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92928 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -5810401.500000 Penalty: 3787.555420
	Iteration 12Q: 3 clusters Score -5810402 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95634 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -5811855.000000 Penalty: 3787.555420
	Iteration 13Q: 3 clusters Score -5811855 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98045 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -5812973.000000 Penalty: 3787.555420
	Iteration 14Q: 3 clusters Score -5812973 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100310 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -5814017.500000 Penalty: 3787.555420
	Iteration 15Q: 3 clusters Score -5814018 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102486 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -5815084.500000 Penalty: 3787.555420
	Iteration 16Q: 3 clusters Score -5815084 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104640 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -5816192.500000 Penalty: 3787.555420
	Iteration 17Q: 3 clusters Score -5816192 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106595 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -5817180.500000 Penalty: 3787.555420
	Iteration 18Q: 3 clusters Score -5817180 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108396 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -5818192.000000 Penalty: 3787.555420
	Iteration 19Q: 3 clusters Score -5818192 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109957 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -5819121.500000 Penalty: 3787.555420
	Iteration 20F: 3 clusters Score -5819122 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111203 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -5819821.500000 Penalty: 3787.555420
	Iteration 21Q: 3 clusters Score -5819822 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112194 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -5820354.500000 Penalty: 3787.555420
	Iteration 22Q: 3 clusters Score -5820354 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112853 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -5820716.500000 Penalty: 3787.555420
	Iteration 23Q: 3 clusters Score -5820716 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113323 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -5820952.000000 Penalty: 3787.555420
	Iteration 24Q: 3 clusters Score -5820952 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113650 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5821157.000000 Penalty: 3787.555420
	Iteration 25Q: 3 clusters Score -5821157 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113877 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5821288.000000 Penalty: 3787.555420
	Iteration 26Q: 3 clusters Score -5821288 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114043 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -5821388.000000 Penalty: 3787.555420
	Iteration 27Q: 3 clusters Score -5821388 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114169 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -5821453.500000 Penalty: 3787.555420
	Iteration 28Q: 3 clusters Score -5821454 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114271 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -5821528.000000 Penalty: 3787.555420
	Iteration 29Q: 3 clusters Score -5821528 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114327 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5821571.000000 Penalty: 3787.555420
	Iteration 30Q: 3 clusters Score -5821571 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114363 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5821601.500000 Penalty: 3787.555420
	Iteration 31Q: 3 clusters Score -5821602 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114391 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5821633.000000 Penalty: 3787.555420
	Iteration 32Q: 3 clusters Score -5821633 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114407 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -5821674.500000 Penalty: 3787.555420
	Iteration 33Q: 3 clusters Score -5821674 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114419 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5821700.000000 Penalty: 3787.555420
	Iteration 34Q: 3 clusters Score -5821700 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114431 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5821726.000000 Penalty: 3787.555420
	Iteration 35Q: 3 clusters Score -5821726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114437 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5821750.500000 Penalty: 3787.555420
	Iteration 36Q: 3 clusters Score -5821750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114445 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5821759.000000 Penalty: 3787.555420
	Iteration 37Q: 3 clusters Score -5821759 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114459 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5821771.500000 Penalty: 3787.555420
	Iteration 38Q: 3 clusters Score -5821772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114464 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5821781.500000 Penalty: 3787.555420
	Iteration 39Q: 3 clusters Score -5821782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114463 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5821795.500000 Penalty: 3787.555420
	Iteration 40F: 3 clusters Score -5821796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114457 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5821806.000000 Penalty: 3787.555420
	Iteration 41Q: 3 clusters Score -5821806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114454 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5821817.000000 Penalty: 3787.555420
	Iteration 42Q: 3 clusters Score -5821817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114453 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5821818.500000 Penalty: 3787.555420
	Iteration 43Q: 3 clusters Score -5821818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114448 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5821825.000000 Penalty: 3787.555420
	Iteration 44Q: 3 clusters Score -5821825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114444 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -5821831.000000 Penalty: 3787.555420
	Iteration 45Q: 3 clusters Score -5821831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114442 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5821832.500000 Penalty: 3787.555420
	Iteration 46Q: 3 clusters Score -5821832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114441 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5821839.000000 Penalty: 3787.555420
	Iteration 47Q: 3 clusters Score -5821839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114444 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -5821848.000000 Penalty: 3787.555420
	Iteration 48Q: 3 clusters Score -5821848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114443 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5821856.500000 Penalty: 3787.555420
	Iteration 49Q: 3 clusters Score -5821856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114442 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5821850.000000 Penalty: 3787.555420
	Iteration 50Q: 3 clusters Score -5821850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114443 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5821856.500000 Penalty: 3787.555420
	Iteration 51Q: 3 clusters Score -5821856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114438 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5821858.500000 Penalty: 3787.555420
	Iteration 52Q: 3 clusters Score -5821858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114437 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5821855.500000 Penalty: 3787.555420
	Iteration 53Q: 3 clusters Score -5821856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114438 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5821859.000000 Penalty: 3787.555420
	Iteration 54Q: 3 clusters Score -5821859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114440 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5821865.000000 Penalty: 3787.555420
	Iteration 55Q: 3 clusters Score -5821865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114440 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5821867.500000 Penalty: 3787.555420
	Iteration 56Q: 3 clusters Score -5821868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114438 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5821873.500000 Penalty: 3787.555420
	Iteration 57Q: 3 clusters Score -5821874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114439 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5821876.000000 Penalty: 3787.555420
	Iteration 58Q: 3 clusters Score -5821876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114440 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5821875.000000 Penalty: 3787.555420
	Iteration 59Q: 3 clusters Score -5821875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114441 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5821876.500000 Penalty: 3787.555420
	Iteration 60F: 3 clusters Score -5821876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114442 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5821877.500000 Penalty: 3787.555420
	Iteration 61Q: 3 clusters Score -5821878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114442 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5821876.500000 Penalty: 3787.555420
	Iteration 62Q: 3 clusters Score -5821876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114442 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5821874.500000 Penalty: 3787.555420
	Iteration 63Q: 3 clusters Score -5821874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114442 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5821874.500000 Penalty: 3787.555420
	Iteration 64F: 3 clusters Score -5821874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (213891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213891 members 
Entering Unmasked Estep 
Score: -11164611.000000 Penalty: 1994.398560
	Iteration 0F: 2 clusters Score -1.116461e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106817 members 
Mstep: Class 2 contains 107074 members 
Entering Unmasked Estep 
Score: -11020632.000000 Penalty: 3988.797119
	Iteration 0F: 3 clusters Score -1.102063e+07 nChanged 103833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103428 members 
Mstep: Class 2 contains 110463 members 
Entering Unmasked Estep 
Score: -11083134.000000 Penalty: 3988.797119
	Iteration 1F: 3 clusters Score -1.108313e+07 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101119 members 
Mstep: Class 2 contains 112772 members 
Entering Unmasked Estep 
Score: -11085927.000000 Penalty: 3988.797119
	Iteration 2Q: 3 clusters Score -1.108593e+07 nChanged 9613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97662 members 
Mstep: Class 2 contains 116229 members 
Entering Unmasked Estep 
Score: -11091049.000000 Penalty: 3988.797119
	Iteration 3Q: 3 clusters Score -1.109105e+07 nChanged 12544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92694 members 
Mstep: Class 2 contains 121197 members 
Entering Unmasked Estep 
Score: -11099468.000000 Penalty: 3988.797119
	Iteration 4F: 3 clusters Score -1.109947e+07 nChanged 15129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86389 members 
Mstep: Class 2 contains 127502 members 
Entering Unmasked Estep 
Score: -11110555.000000 Penalty: 3988.797119
	Iteration 5F: 3 clusters Score -1.111056e+07 nChanged 15727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79420 members 
Mstep: Class 2 contains 134471 members 
Entering Unmasked Estep 
Score: -11121508.000000 Penalty: 3988.797119
	Iteration 6F: 3 clusters Score -1.112151e+07 nChanged 13914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73104 members 
Mstep: Class 2 contains 140787 members 
Entering Unmasked Estep 
Score: -11129981.000000 Penalty: 3988.797119
	Iteration 7F: 3 clusters Score -1.112998e+07 nChanged 10564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68018 members 
Mstep: Class 2 contains 145873 members 
Entering Unmasked Estep 
Score: -11136417.000000 Penalty: 3988.797119
	Iteration 8Q: 3 clusters Score -1.113642e+07 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63712 members 
Mstep: Class 2 contains 150179 members 
Entering Unmasked Estep 
Score: -11141335.000000 Penalty: 3988.797119
	Iteration 9Q: 3 clusters Score -1.114134e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59602 members 
Mstep: Class 2 contains 154289 members 
Entering Unmasked Estep 
Score: -11145398.000000 Penalty: 3988.797119
	Iteration 10Q: 3 clusters Score -1.11454e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55439 members 
Mstep: Class 2 contains 158452 members 
Entering Unmasked Estep 
Score: -11148636.000000 Penalty: 3988.797119
	Iteration 11Q: 3 clusters Score -1.114864e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51189 members 
Mstep: Class 2 contains 162702 members 
Entering Unmasked Estep 
Score: -11151787.000000 Penalty: 3988.797119
	Iteration 12Q: 3 clusters Score -1.115179e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47279 members 
Mstep: Class 2 contains 166612 members 
Entering Unmasked Estep 
Score: -11154600.000000 Penalty: 3988.797119
	Iteration 13Q: 3 clusters Score -1.11546e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 170016 members 
Entering Unmasked Estep 
Score: -11156807.000000 Penalty: 3988.797119
	Iteration 14Q: 3 clusters Score -1.115681e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 172867 members 
Entering Unmasked Estep 
Score: -11158164.000000 Penalty: 3988.797119
	Iteration 15Q: 3 clusters Score -1.115816e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 175309 members 
Entering Unmasked Estep 
Score: -11159142.000000 Penalty: 3988.797119
	Iteration 16Q: 3 clusters Score -1.115914e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 177492 members 
Entering Unmasked Estep 
Score: -11159947.000000 Penalty: 3988.797119
	Iteration 17Q: 3 clusters Score -1.115995e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 179458 members 
Entering Unmasked Estep 
Score: -11160552.000000 Penalty: 3988.797119
	Iteration 18Q: 3 clusters Score -1.116055e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 181206 members 
Entering Unmasked Estep 
Score: -11161065.000000 Penalty: 3988.797119
	Iteration 19Q: 3 clusters Score -1.116106e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 182861 members 
Entering Unmasked Estep 
Score: -11161503.000000 Penalty: 3988.797119
	Iteration 20F: 3 clusters Score -1.11615e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 184386 members 
Entering Unmasked Estep 
Score: -11161981.000000 Penalty: 3988.797119
	Iteration 21Q: 3 clusters Score -1.116198e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 185752 members 
Entering Unmasked Estep 
Score: -11162287.000000 Penalty: 3988.797119
	Iteration 22Q: 3 clusters Score -1.116229e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 187081 members 
Entering Unmasked Estep 
Score: -11162672.000000 Penalty: 3988.797119
	Iteration 23Q: 3 clusters Score -1.116267e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 188277 members 
Entering Unmasked Estep 
Score: -11162896.000000 Penalty: 3988.797119
	Iteration 24Q: 3 clusters Score -1.11629e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 189406 members 
Entering Unmasked Estep 
Score: -11163168.000000 Penalty: 3988.797119
	Iteration 25Q: 3 clusters Score -1.116317e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 190423 members 
Entering Unmasked Estep 
Score: -11163394.000000 Penalty: 3988.797119
	Iteration 26Q: 3 clusters Score -1.116339e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 191339 members 
Entering Unmasked Estep 
Score: -11163593.000000 Penalty: 3988.797119
	Iteration 27Q: 3 clusters Score -1.116359e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 192225 members 
Entering Unmasked Estep 
Score: -11163707.000000 Penalty: 3988.797119
	Iteration 28Q: 3 clusters Score -1.116371e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 193040 members 
Entering Unmasked Estep 
Score: -11163806.000000 Penalty: 3988.797119
	Iteration 29Q: 3 clusters Score -1.116381e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 193763 members 
Entering Unmasked Estep 
Score: -11163896.000000 Penalty: 3988.797119
	Iteration 30Q: 3 clusters Score -1.11639e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 194502 members 
Entering Unmasked Estep 
Score: -11164001.000000 Penalty: 3988.797119
	Iteration 31Q: 3 clusters Score -1.1164e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 195139 members 
Entering Unmasked Estep 
Score: -11164117.000000 Penalty: 3988.797119
	Iteration 32Q: 3 clusters Score -1.116412e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 195743 members 
Entering Unmasked Estep 
Score: -11164170.000000 Penalty: 3988.797119
	Iteration 33Q: 3 clusters Score -1.116417e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 196312 members 
Entering Unmasked Estep 
Score: -11164214.000000 Penalty: 3988.797119
	Iteration 34Q: 3 clusters Score -1.116421e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 196885 members 
Entering Unmasked Estep 
Score: -11164304.000000 Penalty: 3988.797119
	Iteration 35Q: 3 clusters Score -1.11643e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 197447 members 
Entering Unmasked Estep 
Score: -11164396.000000 Penalty: 3988.797119
	Iteration 36Q: 3 clusters Score -1.11644e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 197951 members 
Entering Unmasked Estep 
Score: -11164424.000000 Penalty: 3988.797119
	Iteration 37Q: 3 clusters Score -1.116442e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 198444 members 
Entering Unmasked Estep 
Score: -11164483.000000 Penalty: 3988.797119
	Iteration 38Q: 3 clusters Score -1.116448e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 198909 members 
Entering Unmasked Estep 
Score: -11164563.000000 Penalty: 3988.797119
	Iteration 39Q: 3 clusters Score -1.116456e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 199327 members 
Entering Unmasked Estep 
Score: -11164589.000000 Penalty: 3988.797119
	Iteration 40F: 3 clusters Score -1.116459e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 199697 members 
Entering Unmasked Estep 
Score: -11164662.000000 Penalty: 3988.797119
	Iteration 41Q: 3 clusters Score -1.116466e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 200011 members 
Entering Unmasked Estep 
Score: -11164692.000000 Penalty: 3988.797119
	Iteration 42Q: 3 clusters Score -1.116469e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 200300 members 
Entering Unmasked Estep 
Score: -11164751.000000 Penalty: 3988.797119
	Iteration 43Q: 3 clusters Score -1.116475e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 200570 members 
Entering Unmasked Estep 
Score: -11164762.000000 Penalty: 3988.797119
	Iteration 44Q: 3 clusters Score -1.116476e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 200818 members 
Entering Unmasked Estep 
Score: -11164794.000000 Penalty: 3988.797119
	Iteration 45Q: 3 clusters Score -1.116479e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 201051 members 
Entering Unmasked Estep 
Score: -11164775.000000 Penalty: 3988.797119
	Iteration 46Q: 3 clusters Score -1.116478e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 201273 members 
Entering Unmasked Estep 
Score: -11164809.000000 Penalty: 3988.797119
	Iteration 47Q: 3 clusters Score -1.116481e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 201488 members 
Entering Unmasked Estep 
Score: -11164824.000000 Penalty: 3988.797119
	Iteration 48Q: 3 clusters Score -1.116482e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 201680 members 
Entering Unmasked Estep 
Score: -11164828.000000 Penalty: 3988.797119
	Iteration 49Q: 3 clusters Score -1.116483e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 201862 members 
Entering Unmasked Estep 
Score: -11164833.000000 Penalty: 3988.797119
	Iteration 50Q: 3 clusters Score -1.116483e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 202064 members 
Entering Unmasked Estep 
Score: -11164854.000000 Penalty: 3988.797119
	Iteration 51Q: 3 clusters Score -1.116485e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 202272 members 
Entering Unmasked Estep 
Score: -11164890.000000 Penalty: 3988.797119
	Iteration 52Q: 3 clusters Score -1.116489e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 202469 members 
Entering Unmasked Estep 
Score: -11164916.000000 Penalty: 3988.797119
	Iteration 53Q: 3 clusters Score -1.116492e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 202622 members 
Entering Unmasked Estep 
Score: -11164904.000000 Penalty: 3988.797119
	Iteration 54Q: 3 clusters Score -1.11649e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 202780 members 
Entering Unmasked Estep 
Score: -11164907.000000 Penalty: 3988.797119
	Iteration 55Q: 3 clusters Score -1.116491e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 202933 members 
Entering Unmasked Estep 
Score: -11164881.000000 Penalty: 3988.797119
	Iteration 56Q: 3 clusters Score -1.116488e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 203082 members 
Entering Unmasked Estep 
Score: -11164938.000000 Penalty: 3988.797119
	Iteration 57Q: 3 clusters Score -1.116494e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 203232 members 
Entering Unmasked Estep 
Score: -11164966.000000 Penalty: 3988.797119
	Iteration 58Q: 3 clusters Score -1.116497e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 203372 members 
Entering Unmasked Estep 
Score: -11164983.000000 Penalty: 3988.797119
	Iteration 59Q: 3 clusters Score -1.116498e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 203488 members 
Entering Unmasked Estep 
Score: -11164980.000000 Penalty: 3988.797119
	Iteration 60F: 3 clusters Score -1.116498e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 203589 members 
Entering Unmasked Estep 
Score: -11164997.000000 Penalty: 3988.797119
	Iteration 61Q: 3 clusters Score -1.1165e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 203688 members 
Entering Unmasked Estep 
Score: -11164990.000000 Penalty: 3988.797119
	Iteration 62Q: 3 clusters Score -1.116499e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 203780 members 
Entering Unmasked Estep 
Score: -11164994.000000 Penalty: 3988.797119
	Iteration 63Q: 3 clusters Score -1.116499e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 203864 members 
Entering Unmasked Estep 
Score: -11164999.000000 Penalty: 3988.797119
	Iteration 64Q: 3 clusters Score -1.1165e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 203940 members 
Entering Unmasked Estep 
Score: -11165005.000000 Penalty: 3988.797119
	Iteration 65Q: 3 clusters Score -1.1165e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 204009 members 
Entering Unmasked Estep 
Score: -11165009.000000 Penalty: 3988.797119
	Iteration 66Q: 3 clusters Score -1.116501e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 204065 members 
Entering Unmasked Estep 
Score: -11165004.000000 Penalty: 3988.797119
	Iteration 67Q: 3 clusters Score -1.1165e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 204116 members 
Entering Unmasked Estep 
Score: -11164991.000000 Penalty: 3988.797119
	Iteration 68Q: 3 clusters Score -1.116499e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 204166 members 
Entering Unmasked Estep 
Score: -11164995.000000 Penalty: 3988.797119
	Iteration 69Q: 3 clusters Score -1.1165e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 204197 members 
Entering Unmasked Estep 
Score: -11165006.000000 Penalty: 3988.797119
	Iteration 70Q: 3 clusters Score -1.116501e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 204228 members 
Entering Unmasked Estep 
Score: -11165005.000000 Penalty: 3988.797119
	Iteration 71Q: 3 clusters Score -1.1165e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 204256 members 
Entering Unmasked Estep 
Score: -11165005.000000 Penalty: 3988.797119
	Iteration 72Q: 3 clusters Score -1.1165e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 204277 members 
Entering Unmasked Estep 
Score: -11165015.000000 Penalty: 3988.797119
	Iteration 73Q: 3 clusters Score -1.116502e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 204298 members 
Entering Unmasked Estep 
Score: -11165014.000000 Penalty: 3988.797119
	Iteration 74Q: 3 clusters Score -1.116501e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 204307 members 
Entering Unmasked Estep 
Score: -11165012.000000 Penalty: 3988.797119
	Iteration 75Q: 3 clusters Score -1.116501e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 204317 members 
Entering Unmasked Estep 
Score: -11165009.000000 Penalty: 3988.797119
	Iteration 76Q: 3 clusters Score -1.116501e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 204329 members 
Entering Unmasked Estep 
Score: -11165016.000000 Penalty: 3988.797119
	Iteration 77Q: 3 clusters Score -1.116502e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 204351 members 
Entering Unmasked Estep 
Score: -11165022.000000 Penalty: 3988.797119
	Iteration 78Q: 3 clusters Score -1.116502e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 204377 members 
Entering Unmasked Estep 
Score: -11165030.000000 Penalty: 3988.797119
	Iteration 79Q: 3 clusters Score -1.116503e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 204405 members 
Entering Unmasked Estep 
Score: -11165017.000000 Penalty: 3988.797119
	Iteration 80F: 3 clusters Score -1.116502e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 204432 members 
Entering Unmasked Estep 
Score: -11165013.000000 Penalty: 3988.797119
	Iteration 81Q: 3 clusters Score -1.116501e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 204457 members 
Entering Unmasked Estep 
Score: -11165029.000000 Penalty: 3988.797119
	Iteration 82Q: 3 clusters Score -1.116503e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 204484 members 
Entering Unmasked Estep 
Score: -11165020.000000 Penalty: 3988.797119
	Iteration 83Q: 3 clusters Score -1.116502e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 204506 members 
Entering Unmasked Estep 
Score: -11165024.000000 Penalty: 3988.797119
	Iteration 84Q: 3 clusters Score -1.116502e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 204521 members 
Entering Unmasked Estep 
Score: -11165018.000000 Penalty: 3988.797119
	Iteration 85Q: 3 clusters Score -1.116502e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 204543 members 
Entering Unmasked Estep 
Score: -11165021.000000 Penalty: 3988.797119
	Iteration 86Q: 3 clusters Score -1.116502e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 204564 members 
Entering Unmasked Estep 
Score: -11165016.000000 Penalty: 3988.797119
	Iteration 87Q: 3 clusters Score -1.116502e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 204588 members 
Entering Unmasked Estep 
Score: -11165044.000000 Penalty: 3988.797119
	Iteration 88Q: 3 clusters Score -1.116504e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 204604 members 
Entering Unmasked Estep 
Score: -11165032.000000 Penalty: 3988.797119
	Iteration 89Q: 3 clusters Score -1.116503e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 204624 members 
Entering Unmasked Estep 
Score: -11165038.000000 Penalty: 3988.797119
	Iteration 90Q: 3 clusters Score -1.116504e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 204658 members 
Entering Unmasked Estep 
Score: -11165043.000000 Penalty: 3988.797119
	Iteration 91Q: 3 clusters Score -1.116504e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 204694 members 
Entering Unmasked Estep 
Score: -11165047.000000 Penalty: 3988.797119
	Iteration 92Q: 3 clusters Score -1.116505e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 204715 members 
Entering Unmasked Estep 
Score: -11165045.000000 Penalty: 3988.797119
	Iteration 93Q: 3 clusters Score -1.116504e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 204732 members 
Entering Unmasked Estep 
Score: -11165046.000000 Penalty: 3988.797119
	Iteration 94Q: 3 clusters Score -1.116505e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 204747 members 
Entering Unmasked Estep 
Score: -11165041.000000 Penalty: 3988.797119
	Iteration 95Q: 3 clusters Score -1.116504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 204757 members 
Entering Unmasked Estep 
Score: -11165044.000000 Penalty: 3988.797119
	Iteration 96Q: 3 clusters Score -1.116504e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 204766 members 
Entering Unmasked Estep 
Score: -11165047.000000 Penalty: 3988.797119
	Iteration 97Q: 3 clusters Score -1.116505e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 204777 members 
Entering Unmasked Estep 
Score: -11165056.000000 Penalty: 3988.797119
	Iteration 98Q: 3 clusters Score -1.116506e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 204787 members 
Entering Unmasked Estep 
Score: -11165060.000000 Penalty: 3988.797119
	Iteration 99Q: 3 clusters Score -1.116506e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 204801 members 
Entering Unmasked Estep 
Score: -11165068.000000 Penalty: 3988.797119
	Iteration 100F: 3 clusters Score -1.116507e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 204812 members 
Entering Unmasked Estep 
Score: -11165069.000000 Penalty: 3988.797119
	Iteration 101Q: 3 clusters Score -1.116507e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 204824 members 
Entering Unmasked Estep 
Score: -11165071.000000 Penalty: 3988.797119
	Iteration 102Q: 3 clusters Score -1.116507e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 204834 members 
Entering Unmasked Estep 
Score: -11165075.000000 Penalty: 3988.797119
	Iteration 103Q: 3 clusters Score -1.116508e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 204847 members 
Entering Unmasked Estep 
Score: -11165065.000000 Penalty: 3988.797119
	Iteration 104Q: 3 clusters Score -1.116506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 204856 members 
Entering Unmasked Estep 
Score: -11165062.000000 Penalty: 3988.797119
	Iteration 105Q: 3 clusters Score -1.116506e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 204867 members 
Entering Unmasked Estep 
Score: -11165071.000000 Penalty: 3988.797119
	Iteration 106Q: 3 clusters Score -1.116507e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 204877 members 
Entering Unmasked Estep 
Score: -11165059.000000 Penalty: 3988.797119
	Iteration 107Q: 3 clusters Score -1.116506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 204882 members 
Entering Unmasked Estep 
Score: -11165056.000000 Penalty: 3988.797119
	Iteration 108Q: 3 clusters Score -1.116506e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 204888 members 
Entering Unmasked Estep 
Score: -11165047.000000 Penalty: 3988.797119
	Iteration 109Q: 3 clusters Score -1.116505e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 204897 members 
Entering Unmasked Estep 
Score: -11165047.000000 Penalty: 3988.797119
	Iteration 110Q: 3 clusters Score -1.116505e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 204909 members 
Entering Unmasked Estep 
Score: -11165054.000000 Penalty: 3988.797119
	Iteration 111Q: 3 clusters Score -1.116505e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 204916 members 
Entering Unmasked Estep 
Score: -11165067.000000 Penalty: 3988.797119
	Iteration 112Q: 3 clusters Score -1.116507e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 204926 members 
Entering Unmasked Estep 
Score: -11165069.000000 Penalty: 3988.797119
	Iteration 113Q: 3 clusters Score -1.116507e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 204930 members 
Entering Unmasked Estep 
Score: -11165068.000000 Penalty: 3988.797119
	Iteration 114Q: 3 clusters Score -1.116507e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 204936 members 
Entering Unmasked Estep 
Score: -11165077.000000 Penalty: 3988.797119
	Iteration 115Q: 3 clusters Score -1.116508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 204944 members 
Entering Unmasked Estep 
Score: -11165063.000000 Penalty: 3988.797119
	Iteration 116Q: 3 clusters Score -1.116506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 204953 members 
Entering Unmasked Estep 
Score: -11165065.000000 Penalty: 3988.797119
	Iteration 117Q: 3 clusters Score -1.116506e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 204965 members 
Entering Unmasked Estep 
Score: -11165055.000000 Penalty: 3988.797119
	Iteration 118Q: 3 clusters Score -1.116506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 204973 members 
Entering Unmasked Estep 
Score: -11165066.000000 Penalty: 3988.797119
	Iteration 119Q: 3 clusters Score -1.116507e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 204975 members 
Entering Unmasked Estep 
Score: -11165068.000000 Penalty: 3988.797119
	Iteration 120F: 3 clusters Score -1.116507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 204977 members 
Entering Unmasked Estep 
Score: -11165069.000000 Penalty: 3988.797119
	Iteration 121Q: 3 clusters Score -1.116507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 204978 members 
Entering Unmasked Estep 
Score: -11165063.000000 Penalty: 3988.797119
	Iteration 122Q: 3 clusters Score -1.116506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 204978 members 
Entering Unmasked Estep 
Score: -11165063.000000 Penalty: 3988.797119
	Iteration 123F: 3 clusters Score -1.116506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 87267 members 
Mstep: Class 3 contains 10554 members 
Mstep: Class 4 contains 4203 members 
Mstep: Class 5 contains 3825 members 
Mstep: Class 6 contains 47149 members 
Mstep: Class 7 contains 10837 members 
Mstep: Class 8 contains 2579 members 
Mstep: Class 9 contains 115153 members 
Mstep: Class 10 contains 8913 members 
Mstep: Class 11 contains 18253 members 
Mstep: Class 12 contains 1221 members 
Mstep: Class 13 contains 204978 members 
Mstep: Class 15 contains 9910 members 
Mstep: Class 18 contains 44566 members 
Mstep: Class 20 contains 13267 members 
Entering Unmasked Estep 
Score: -29052664.000000 Penalty: 34534.289062
Splitting cluster 10 changes total score from -29052514.000000 to -29052664.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 11 (18253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Entering Unmasked Estep 
Score: -919383.562500 Penalty: 1594.463867
	Iteration 0F: 2 clusters Score -919383.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -906975.875000 Penalty: 3188.927734
	Iteration 0F: 3 clusters Score -906975.9 nChanged 8084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -911315.937500 Penalty: 3188.927734
	Iteration 1F: 3 clusters Score -911315.9 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -911669.875000 Penalty: 3188.927734
	Iteration 2F: 3 clusters Score -911669.9 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -912067.375000 Penalty: 3188.927734
	Iteration 3F: 3 clusters Score -912067.4 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -912532.000000 Penalty: 3188.927734
	Iteration 4F: 3 clusters Score -912532 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -913192.750000 Penalty: 3188.927734
	Iteration 5F: 3 clusters Score -913192.8 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -914063.937500 Penalty: 3188.927734
	Iteration 6F: 3 clusters Score -914063.9 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -915092.437500 Penalty: 3188.927734
	Iteration 7F: 3 clusters Score -915092.4 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -916132.687500 Penalty: 3188.927734
	Iteration 8F: 3 clusters Score -916132.7 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -916998.312500 Penalty: 3188.927734
	Iteration 9F: 3 clusters Score -916998.3 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -917544.875000 Penalty: 3188.927734
	Iteration 10Q: 3 clusters Score -917544.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -917834.375000 Penalty: 3188.927734
	Iteration 11Q: 3 clusters Score -917834.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -917987.187500 Penalty: 3188.927734
	Iteration 12Q: 3 clusters Score -917987.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -918081.625000 Penalty: 3188.927734
	Iteration 13Q: 3 clusters Score -918081.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -918163.687500 Penalty: 3188.927734
	Iteration 14Q: 3 clusters Score -918163.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -918219.625000 Penalty: 3188.927734
	Iteration 15Q: 3 clusters Score -918219.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -918274.062500 Penalty: 3188.927734
	Iteration 16Q: 3 clusters Score -918274.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -918306.562500 Penalty: 3188.927734
	Iteration 17Q: 3 clusters Score -918306.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -918319.875000 Penalty: 3188.927734
	Iteration 18Q: 3 clusters Score -918319.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -918334.375000 Penalty: 3188.927734
	Iteration 19Q: 3 clusters Score -918334.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -918351.000000 Penalty: 3188.927734
	Iteration 20F: 3 clusters Score -918351 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -918364.375000 Penalty: 3188.927734
	Iteration 21Q: 3 clusters Score -918364.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -918376.187500 Penalty: 3188.927734
	Iteration 22Q: 3 clusters Score -918376.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -918385.437500 Penalty: 3188.927734
	Iteration 23Q: 3 clusters Score -918385.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -918393.062500 Penalty: 3188.927734
	Iteration 24Q: 3 clusters Score -918393.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -918398.937500 Penalty: 3188.927734
	Iteration 25Q: 3 clusters Score -918398.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -918404.250000 Penalty: 3188.927734
	Iteration 26Q: 3 clusters Score -918404.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -918411.687500 Penalty: 3188.927734
	Iteration 27Q: 3 clusters Score -918411.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -918416.000000 Penalty: 3188.927734
	Iteration 28Q: 3 clusters Score -918416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -918418.500000 Penalty: 3188.927734
	Iteration 29Q: 3 clusters Score -918418.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -918422.875000 Penalty: 3188.927734
	Iteration 30Q: 3 clusters Score -918422.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -918431.187500 Penalty: 3188.927734
	Iteration 31Q: 3 clusters Score -918431.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -918435.562500 Penalty: 3188.927734
	Iteration 32Q: 3 clusters Score -918435.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -918439.062500 Penalty: 3188.927734
	Iteration 33Q: 3 clusters Score -918439.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -918446.375000 Penalty: 3188.927734
	Iteration 34Q: 3 clusters Score -918446.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -918451.687500 Penalty: 3188.927734
	Iteration 35Q: 3 clusters Score -918451.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -918453.437500 Penalty: 3188.927734
	Iteration 36Q: 3 clusters Score -918453.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -918454.687500 Penalty: 3188.927734
	Iteration 37Q: 3 clusters Score -918454.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -918456.312500 Penalty: 3188.927734
	Iteration 38Q: 3 clusters Score -918456.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -918460.875000 Penalty: 3188.927734
	Iteration 39Q: 3 clusters Score -918460.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -918461.875000 Penalty: 3188.927734
	Iteration 40F: 3 clusters Score -918461.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -918464.750000 Penalty: 3188.927734
	Iteration 41Q: 3 clusters Score -918464.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -918466.812500 Penalty: 3188.927734
	Iteration 42Q: 3 clusters Score -918466.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -918469.125000 Penalty: 3188.927734
	Iteration 43Q: 3 clusters Score -918469.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -918471.687500 Penalty: 3188.927734
	Iteration 44Q: 3 clusters Score -918471.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -918470.062500 Penalty: 3188.927734
	Iteration 45Q: 3 clusters Score -918470.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -918471.000000 Penalty: 3188.927734
	Iteration 46Q: 3 clusters Score -918471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -918474.187500 Penalty: 3188.927734
	Iteration 47Q: 3 clusters Score -918474.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -918474.250000 Penalty: 3188.927734
	Iteration 48Q: 3 clusters Score -918474.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -918477.062500 Penalty: 3188.927734
	Iteration 49Q: 3 clusters Score -918477.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -918480.312500 Penalty: 3188.927734
	Iteration 50Q: 3 clusters Score -918480.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -918481.437500 Penalty: 3188.927734
	Iteration 51Q: 3 clusters Score -918481.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -918484.000000 Penalty: 3188.927734
	Iteration 52Q: 3 clusters Score -918484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -918481.000000 Penalty: 3188.927734
	Iteration 53Q: 3 clusters Score -918481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -918482.312500 Penalty: 3188.927734
	Iteration 54Q: 3 clusters Score -918482.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -918482.000000 Penalty: 3188.927734
	Iteration 55Q: 3 clusters Score -918482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -918482.875000 Penalty: 3188.927734
	Iteration 56Q: 3 clusters Score -918482.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -918485.187500 Penalty: 3188.927734
	Iteration 57Q: 3 clusters Score -918485.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -918481.000000 Penalty: 3188.927734
	Iteration 58Q: 3 clusters Score -918481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -918484.062500 Penalty: 3188.927734
	Iteration 59Q: 3 clusters Score -918484.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -918484.250000 Penalty: 3188.927734
	Iteration 60F: 3 clusters Score -918484.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -918485.500000 Penalty: 3188.927734
	Iteration 61Q: 3 clusters Score -918485.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -918483.625000 Penalty: 3188.927734
	Iteration 62Q: 3 clusters Score -918483.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -918485.562500 Penalty: 3188.927734
	Iteration 63Q: 3 clusters Score -918485.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -918487.875000 Penalty: 3188.927734
	Iteration 64Q: 3 clusters Score -918487.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -918486.937500 Penalty: 3188.927734
	Iteration 65Q: 3 clusters Score -918486.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -918489.312500 Penalty: 3188.927734
	Iteration 66Q: 3 clusters Score -918489.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -918489.312500 Penalty: 3188.927734
	Iteration 67F: 3 clusters Score -918489.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Entering Unmasked Estep 
Score: -60898.855469 Penalty: 1154.956665
	Iteration 0F: 2 clusters Score -60898.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -59275.386719 Penalty: 2309.913330
	Iteration 0F: 3 clusters Score -59275.39 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -59585.843750 Penalty: 2309.913330
	Iteration 1F: 3 clusters Score -59585.84 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -59657.394531 Penalty: 2309.913330
	Iteration 2F: 3 clusters Score -59657.39 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -59692.527344 Penalty: 2309.913330
	Iteration 3Q: 3 clusters Score -59692.53 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -59727.433594 Penalty: 2309.913330
	Iteration 4Q: 3 clusters Score -59727.43 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -59754.183594 Penalty: 2309.913330
	Iteration 5Q: 3 clusters Score -59754.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -59771.457031 Penalty: 2309.913330
	Iteration 6Q: 3 clusters Score -59771.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -59781.695312 Penalty: 2309.913330
	Iteration 7Q: 3 clusters Score -59781.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -59791.511719 Penalty: 2309.913330
	Iteration 8Q: 3 clusters Score -59791.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -59798.300781 Penalty: 2309.913330
	Iteration 9Q: 3 clusters Score -59798.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -59802.605469 Penalty: 2309.913330
	Iteration 10Q: 3 clusters Score -59802.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -59805.179688 Penalty: 2309.913330
	Iteration 11Q: 3 clusters Score -59805.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -59809.273438 Penalty: 2309.913330
	Iteration 12Q: 3 clusters Score -59809.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -59810.128906 Penalty: 2309.913330
	Iteration 13Q: 3 clusters Score -59810.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -59810.128906 Penalty: 2309.913330
	Iteration 14F: 3 clusters Score -59810.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Entering Unmasked Estep 
Score: -519463.937500 Penalty: 1495.211182
	Iteration 0F: 2 clusters Score -519463.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -512318.531250 Penalty: 2990.422363
	Iteration 0F: 3 clusters Score -512318.5 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -514707.250000 Penalty: 2990.422363
	Iteration 1F: 3 clusters Score -514707.2 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -514951.593750 Penalty: 2990.422363
	Iteration 2F: 3 clusters Score -514951.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -515140.750000 Penalty: 2990.422363
	Iteration 3Q: 3 clusters Score -515140.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -515302.593750 Penalty: 2990.422363
	Iteration 4Q: 3 clusters Score -515302.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -515444.062500 Penalty: 2990.422363
	Iteration 5Q: 3 clusters Score -515444.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -515576.093750 Penalty: 2990.422363
	Iteration 6Q: 3 clusters Score -515576.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -515697.437500 Penalty: 2990.422363
	Iteration 7Q: 3 clusters Score -515697.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -515831.375000 Penalty: 2990.422363
	Iteration 8Q: 3 clusters Score -515831.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -515994.156250 Penalty: 2990.422363
	Iteration 9Q: 3 clusters Score -515994.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -516179.125000 Penalty: 2990.422363
	Iteration 10Q: 3 clusters Score -516179.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -516387.625000 Penalty: 2990.422363
	Iteration 11Q: 3 clusters Score -516387.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -516620.875000 Penalty: 2990.422363
	Iteration 12Q: 3 clusters Score -516620.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -516871.218750 Penalty: 2990.422363
	Iteration 13Q: 3 clusters Score -516871.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -517126.093750 Penalty: 2990.422363
	Iteration 14Q: 3 clusters Score -517126.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -517367.500000 Penalty: 2990.422363
	Iteration 15Q: 3 clusters Score -517367.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -517547.343750 Penalty: 2990.422363
	Iteration 16Q: 3 clusters Score -517547.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -517712.062500 Penalty: 2990.422363
	Iteration 17Q: 3 clusters Score -517712.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -517814.531250 Penalty: 2990.422363
	Iteration 18Q: 3 clusters Score -517814.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -517906.125000 Penalty: 2990.422363
	Iteration 19Q: 3 clusters Score -517906.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -517970.968750 Penalty: 2990.422363
	Iteration 20F: 3 clusters Score -517971 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -518021.343750 Penalty: 2990.422363
	Iteration 21Q: 3 clusters Score -518021.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -518060.781250 Penalty: 2990.422363
	Iteration 22Q: 3 clusters Score -518060.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -518081.031250 Penalty: 2990.422363
	Iteration 23Q: 3 clusters Score -518081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -518089.500000 Penalty: 2990.422363
	Iteration 24Q: 3 clusters Score -518089.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -518098.250000 Penalty: 2990.422363
	Iteration 25Q: 3 clusters Score -518098.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -518110.531250 Penalty: 2990.422363
	Iteration 26Q: 3 clusters Score -518110.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -518116.750000 Penalty: 2990.422363
	Iteration 27Q: 3 clusters Score -518116.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -518124.437500 Penalty: 2990.422363
	Iteration 28Q: 3 clusters Score -518124.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -518132.000000 Penalty: 2990.422363
	Iteration 29Q: 3 clusters Score -518132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -518135.000000 Penalty: 2990.422363
	Iteration 30Q: 3 clusters Score -518135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -518141.625000 Penalty: 2990.422363
	Iteration 31Q: 3 clusters Score -518141.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -518148.062500 Penalty: 2990.422363
	Iteration 32Q: 3 clusters Score -518148.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -518153.625000 Penalty: 2990.422363
	Iteration 33Q: 3 clusters Score -518153.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -518156.406250 Penalty: 2990.422363
	Iteration 34Q: 3 clusters Score -518156.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -518161.031250 Penalty: 2990.422363
	Iteration 35Q: 3 clusters Score -518161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -518163.468750 Penalty: 2990.422363
	Iteration 36Q: 3 clusters Score -518163.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -518165.187500 Penalty: 2990.422363
	Iteration 37Q: 3 clusters Score -518165.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -518165.093750 Penalty: 2990.422363
	Iteration 38Q: 3 clusters Score -518165.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -518166.250000 Penalty: 2990.422363
	Iteration 39Q: 3 clusters Score -518166.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -518166.875000 Penalty: 2990.422363
	Iteration 40F: 3 clusters Score -518166.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -518166.843750 Penalty: 2990.422363
	Iteration 41Q: 3 clusters Score -518166.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -518166.843750 Penalty: 2990.422363
	Iteration 42F: 3 clusters Score -518166.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44566 members 
Entering Unmasked Estep 
Score: -2345973.500000 Penalty: 1739.518066
	Iteration 0F: 2 clusters Score -2345974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -2316214.250000 Penalty: 3479.036133
	Iteration 0F: 3 clusters Score -2316214 nChanged 20813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -2328286.750000 Penalty: 3479.036133
	Iteration 1F: 3 clusters Score -2328287 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -2328973.750000 Penalty: 3479.036133
	Iteration 2Q: 3 clusters Score -2328974 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -2329819.750000 Penalty: 3479.036133
	Iteration 3Q: 3 clusters Score -2329820 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -2330985.000000 Penalty: 3479.036133
	Iteration 4F: 3 clusters Score -2330985 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -2332587.000000 Penalty: 3479.036133
	Iteration 5F: 3 clusters Score -2332587 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -2334664.250000 Penalty: 3479.036133
	Iteration 6F: 3 clusters Score -2334664 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -2336958.500000 Penalty: 3479.036133
	Iteration 7F: 3 clusters Score -2336958 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -2338390.250000 Penalty: 3479.036133
	Iteration 8F: 3 clusters Score -2338390 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -2339079.000000 Penalty: 3479.036133
	Iteration 9Q: 3 clusters Score -2339079 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -2339490.000000 Penalty: 3479.036133
	Iteration 10Q: 3 clusters Score -2339490 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -2339799.250000 Penalty: 3479.036133
	Iteration 11Q: 3 clusters Score -2339799 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -2340080.000000 Penalty: 3479.036133
	Iteration 12Q: 3 clusters Score -2340080 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -2340332.500000 Penalty: 3479.036133
	Iteration 13Q: 3 clusters Score -2340332 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -2340515.250000 Penalty: 3479.036133
	Iteration 14Q: 3 clusters Score -2340515 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -2340681.000000 Penalty: 3479.036133
	Iteration 15Q: 3 clusters Score -2340681 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -2340834.500000 Penalty: 3479.036133
	Iteration 16Q: 3 clusters Score -2340834 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -2340996.750000 Penalty: 3479.036133
	Iteration 17Q: 3 clusters Score -2340997 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -2341155.000000 Penalty: 3479.036133
	Iteration 18Q: 3 clusters Score -2341155 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -2341288.000000 Penalty: 3479.036133
	Iteration 19Q: 3 clusters Score -2341288 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -2341433.500000 Penalty: 3479.036133
	Iteration 20F: 3 clusters Score -2341434 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -2341557.750000 Penalty: 3479.036133
	Iteration 21Q: 3 clusters Score -2341558 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -2341673.000000 Penalty: 3479.036133
	Iteration 22Q: 3 clusters Score -2341673 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -2341782.250000 Penalty: 3479.036133
	Iteration 23Q: 3 clusters Score -2341782 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -2341898.750000 Penalty: 3479.036133
	Iteration 24Q: 3 clusters Score -2341899 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 37107 members 
Entering Unmasked Estep 
Score: -2342009.500000 Penalty: 3479.036133
	Iteration 25Q: 3 clusters Score -2342010 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -2342115.250000 Penalty: 3479.036133
	Iteration 26Q: 3 clusters Score -2342115 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -2342204.750000 Penalty: 3479.036133
	Iteration 27Q: 3 clusters Score -2342205 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -2342304.500000 Penalty: 3479.036133
	Iteration 28Q: 3 clusters Score -2342304 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -2342435.750000 Penalty: 3479.036133
	Iteration 29Q: 3 clusters Score -2342436 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -2342542.000000 Penalty: 3479.036133
	Iteration 30Q: 3 clusters Score -2342542 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -2342653.250000 Penalty: 3479.036133
	Iteration 31Q: 3 clusters Score -2342653 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 39762 members 
Entering Unmasked Estep 
Score: -2342766.500000 Penalty: 3479.036133
	Iteration 32Q: 3 clusters Score -2342766 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -2342888.750000 Penalty: 3479.036133
	Iteration 33Q: 3 clusters Score -2342889 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -2343002.500000 Penalty: 3479.036133
	Iteration 34Q: 3 clusters Score -2343002 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
Score: -2343120.250000 Penalty: 3479.036133
	Iteration 35Q: 3 clusters Score -2343120 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -2343224.750000 Penalty: 3479.036133
	Iteration 36Q: 3 clusters Score -2343225 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -2343312.500000 Penalty: 3479.036133
	Iteration 37Q: 3 clusters Score -2343312 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -2343403.500000 Penalty: 3479.036133
	Iteration 38Q: 3 clusters Score -2343404 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -2343507.500000 Penalty: 3479.036133
	Iteration 39Q: 3 clusters Score -2343508 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -2343588.500000 Penalty: 3479.036133
	Iteration 40F: 3 clusters Score -2343588 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -2343664.750000 Penalty: 3479.036133
	Iteration 41Q: 3 clusters Score -2343665 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
Score: -2343709.500000 Penalty: 3479.036133
	Iteration 42Q: 3 clusters Score -2343710 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -2343785.750000 Penalty: 3479.036133
	Iteration 43Q: 3 clusters Score -2343786 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -2343840.750000 Penalty: 3479.036133
	Iteration 44Q: 3 clusters Score -2343841 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -2343891.750000 Penalty: 3479.036133
	Iteration 45Q: 3 clusters Score -2343892 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 42952 members 
Entering Unmasked Estep 
Score: -2343941.250000 Penalty: 3479.036133
	Iteration 46Q: 3 clusters Score -2343941 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -2343990.500000 Penalty: 3479.036133
	Iteration 47Q: 3 clusters Score -2343990 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 43175 members 
Entering Unmasked Estep 
Score: -2344029.250000 Penalty: 3479.036133
	Iteration 48Q: 3 clusters Score -2344029 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 43281 members 
Entering Unmasked Estep 
Score: -2344062.250000 Penalty: 3479.036133
	Iteration 49Q: 3 clusters Score -2344062 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 43365 members 
Entering Unmasked Estep 
Score: -2344097.500000 Penalty: 3479.036133
	Iteration 50Q: 3 clusters Score -2344098 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -2344125.750000 Penalty: 3479.036133
	Iteration 51Q: 3 clusters Score -2344126 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -2344158.000000 Penalty: 3479.036133
	Iteration 52Q: 3 clusters Score -2344158 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -2344178.750000 Penalty: 3479.036133
	Iteration 53Q: 3 clusters Score -2344179 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -2344212.750000 Penalty: 3479.036133
	Iteration 54Q: 3 clusters Score -2344213 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -2344230.000000 Penalty: 3479.036133
	Iteration 55Q: 3 clusters Score -2344230 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -2344251.250000 Penalty: 3479.036133
	Iteration 56Q: 3 clusters Score -2344251 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -2344270.250000 Penalty: 3479.036133
	Iteration 57Q: 3 clusters Score -2344270 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -2344286.250000 Penalty: 3479.036133
	Iteration 58Q: 3 clusters Score -2344286 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -2344310.250000 Penalty: 3479.036133
	Iteration 59Q: 3 clusters Score -2344310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -2344325.250000 Penalty: 3479.036133
	Iteration 60F: 3 clusters Score -2344325 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 43906 members 
Entering Unmasked Estep 
Score: -2344346.000000 Penalty: 3479.036133
	Iteration 61Q: 3 clusters Score -2344346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 43933 members 
Entering Unmasked Estep 
Score: -2344362.000000 Penalty: 3479.036133
	Iteration 62Q: 3 clusters Score -2344362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -2344376.750000 Penalty: 3479.036133
	Iteration 63Q: 3 clusters Score -2344377 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -2344398.500000 Penalty: 3479.036133
	Iteration 64Q: 3 clusters Score -2344398 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 44012 members 
Entering Unmasked Estep 
Score: -2344407.250000 Penalty: 3479.036133
	Iteration 65Q: 3 clusters Score -2344407 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 44028 members 
Entering Unmasked Estep 
Score: -2344415.500000 Penalty: 3479.036133
	Iteration 66Q: 3 clusters Score -2344416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 44044 members 
Entering Unmasked Estep 
Score: -2344428.500000 Penalty: 3479.036133
	Iteration 67Q: 3 clusters Score -2344428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 44057 members 
Entering Unmasked Estep 
Score: -2344437.750000 Penalty: 3479.036133
	Iteration 68Q: 3 clusters Score -2344438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -2344437.250000 Penalty: 3479.036133
	Iteration 69Q: 3 clusters Score -2344437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
Score: -2344445.500000 Penalty: 3479.036133
	Iteration 70Q: 3 clusters Score -2344446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 44077 members 
Entering Unmasked Estep 
Score: -2344449.000000 Penalty: 3479.036133
	Iteration 71Q: 3 clusters Score -2344449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 44090 members 
Entering Unmasked Estep 
Score: -2344461.250000 Penalty: 3479.036133
	Iteration 72Q: 3 clusters Score -2344461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 44101 members 
Entering Unmasked Estep 
Score: -2344466.000000 Penalty: 3479.036133
	Iteration 73Q: 3 clusters Score -2344466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 44107 members 
Entering Unmasked Estep 
Score: -2344465.250000 Penalty: 3479.036133
	Iteration 74Q: 3 clusters Score -2344465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 44108 members 
Entering Unmasked Estep 
Score: -2344473.250000 Penalty: 3479.036133
	Iteration 75Q: 3 clusters Score -2344473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 44114 members 
Entering Unmasked Estep 
Score: -2344478.000000 Penalty: 3479.036133
	Iteration 76Q: 3 clusters Score -2344478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 44124 members 
Entering Unmasked Estep 
Score: -2344479.000000 Penalty: 3479.036133
	Iteration 77Q: 3 clusters Score -2344479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 44127 members 
Entering Unmasked Estep 
Score: -2344483.500000 Penalty: 3479.036133
	Iteration 78Q: 3 clusters Score -2344484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 44130 members 
Entering Unmasked Estep 
Score: -2344484.750000 Penalty: 3479.036133
	Iteration 79Q: 3 clusters Score -2344485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -2344487.750000 Penalty: 3479.036133
	Iteration 80F: 3 clusters Score -2344488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 44135 members 
Entering Unmasked Estep 
Score: -2344487.250000 Penalty: 3479.036133
	Iteration 81Q: 3 clusters Score -2344487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 44134 members 
Entering Unmasked Estep 
Score: -2344489.250000 Penalty: 3479.036133
	Iteration 82Q: 3 clusters Score -2344489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 44134 members 
Entering Unmasked Estep 
Score: -2344489.250000 Penalty: 3479.036133
	Iteration 83F: 3 clusters Score -2344489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Entering Unmasked Estep 
Score: -688915.187500 Penalty: 1542.618286
	Iteration 0F: 2 clusters Score -688915.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -679581.750000 Penalty: 3085.236572
	Iteration 0F: 3 clusters Score -679581.8 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -682845.250000 Penalty: 3085.236572
	Iteration 1F: 3 clusters Score -682845.2 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -683185.937500 Penalty: 3085.236572
	Iteration 2F: 3 clusters Score -683185.9 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -683552.062500 Penalty: 3085.236572
	Iteration 3F: 3 clusters Score -683552.1 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -683980.437500 Penalty: 3085.236572
	Iteration 4F: 3 clusters Score -683980.4 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -684501.000000 Penalty: 3085.236572
	Iteration 5F: 3 clusters Score -684501 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -685130.875000 Penalty: 3085.236572
	Iteration 6F: 3 clusters Score -685130.9 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -685779.375000 Penalty: 3085.236572
	Iteration 7F: 3 clusters Score -685779.4 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -686285.312500 Penalty: 3085.236572
	Iteration 8F: 3 clusters Score -686285.3 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -686567.250000 Penalty: 3085.236572
	Iteration 9Q: 3 clusters Score -686567.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -686724.375000 Penalty: 3085.236572
	Iteration 10Q: 3 clusters Score -686724.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -686833.812500 Penalty: 3085.236572
	Iteration 11Q: 3 clusters Score -686833.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -686928.562500 Penalty: 3085.236572
	Iteration 12Q: 3 clusters Score -686928.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -686993.500000 Penalty: 3085.236572
	Iteration 13Q: 3 clusters Score -686993.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -687052.750000 Penalty: 3085.236572
	Iteration 14Q: 3 clusters Score -687052.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -687095.062500 Penalty: 3085.236572
	Iteration 15Q: 3 clusters Score -687095.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -687129.750000 Penalty: 3085.236572
	Iteration 16Q: 3 clusters Score -687129.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -687159.937500 Penalty: 3085.236572
	Iteration 17Q: 3 clusters Score -687159.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -687194.125000 Penalty: 3085.236572
	Iteration 18Q: 3 clusters Score -687194.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -687218.937500 Penalty: 3085.236572
	Iteration 19Q: 3 clusters Score -687218.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -687233.062500 Penalty: 3085.236572
	Iteration 20F: 3 clusters Score -687233.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -687247.625000 Penalty: 3085.236572
	Iteration 21Q: 3 clusters Score -687247.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -687256.062500 Penalty: 3085.236572
	Iteration 22Q: 3 clusters Score -687256.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -687265.125000 Penalty: 3085.236572
	Iteration 23Q: 3 clusters Score -687265.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -687273.375000 Penalty: 3085.236572
	Iteration 24Q: 3 clusters Score -687273.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -687287.750000 Penalty: 3085.236572
	Iteration 25Q: 3 clusters Score -687287.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -687294.375000 Penalty: 3085.236572
	Iteration 26Q: 3 clusters Score -687294.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -687306.687500 Penalty: 3085.236572
	Iteration 27Q: 3 clusters Score -687306.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -687316.312500 Penalty: 3085.236572
	Iteration 28Q: 3 clusters Score -687316.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -687330.000000 Penalty: 3085.236572
	Iteration 29Q: 3 clusters Score -687330 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -687343.937500 Penalty: 3085.236572
	Iteration 30Q: 3 clusters Score -687343.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -687355.375000 Penalty: 3085.236572
	Iteration 31Q: 3 clusters Score -687355.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -687362.375000 Penalty: 3085.236572
	Iteration 32Q: 3 clusters Score -687362.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -687372.125000 Penalty: 3085.236572
	Iteration 33Q: 3 clusters Score -687372.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -687384.312500 Penalty: 3085.236572
	Iteration 34Q: 3 clusters Score -687384.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -687395.562500 Penalty: 3085.236572
	Iteration 35Q: 3 clusters Score -687395.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -687410.937500 Penalty: 3085.236572
	Iteration 36Q: 3 clusters Score -687410.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -687425.187500 Penalty: 3085.236572
	Iteration 37Q: 3 clusters Score -687425.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -687433.562500 Penalty: 3085.236572
	Iteration 38Q: 3 clusters Score -687433.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -687442.375000 Penalty: 3085.236572
	Iteration 39Q: 3 clusters Score -687442.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -687451.625000 Penalty: 3085.236572
	Iteration 40F: 3 clusters Score -687451.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -687458.812500 Penalty: 3085.236572
	Iteration 41Q: 3 clusters Score -687458.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -687467.625000 Penalty: 3085.236572
	Iteration 42Q: 3 clusters Score -687467.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -687475.187500 Penalty: 3085.236572
	Iteration 43Q: 3 clusters Score -687475.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -687483.750000 Penalty: 3085.236572
	Iteration 44Q: 3 clusters Score -687483.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -687491.000000 Penalty: 3085.236572
	Iteration 45Q: 3 clusters Score -687491 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -687497.125000 Penalty: 3085.236572
	Iteration 46Q: 3 clusters Score -687497.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -687504.875000 Penalty: 3085.236572
	Iteration 47Q: 3 clusters Score -687504.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -687514.875000 Penalty: 3085.236572
	Iteration 48Q: 3 clusters Score -687514.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -687518.625000 Penalty: 3085.236572
	Iteration 49Q: 3 clusters Score -687518.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -687522.875000 Penalty: 3085.236572
	Iteration 50Q: 3 clusters Score -687522.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -687530.125000 Penalty: 3085.236572
	Iteration 51Q: 3 clusters Score -687530.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -687534.750000 Penalty: 3085.236572
	Iteration 52Q: 3 clusters Score -687534.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -687540.125000 Penalty: 3085.236572
	Iteration 53Q: 3 clusters Score -687540.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -687544.750000 Penalty: 3085.236572
	Iteration 54Q: 3 clusters Score -687544.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -687552.000000 Penalty: 3085.236572
	Iteration 55Q: 3 clusters Score -687552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -687555.875000 Penalty: 3085.236572
	Iteration 56Q: 3 clusters Score -687555.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -687558.000000 Penalty: 3085.236572
	Iteration 57Q: 3 clusters Score -687558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -687561.000000 Penalty: 3085.236572
	Iteration 58Q: 3 clusters Score -687561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -687560.562500 Penalty: 3085.236572
	Iteration 59Q: 3 clusters Score -687560.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -687562.375000 Penalty: 3085.236572
	Iteration 60F: 3 clusters Score -687562.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -687562.437500 Penalty: 3085.236572
	Iteration 61Q: 3 clusters Score -687562.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -687562.750000 Penalty: 3085.236572
	Iteration 62Q: 3 clusters Score -687562.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -687562.687500 Penalty: 3085.236572
	Iteration 63Q: 3 clusters Score -687562.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -687562.687500 Penalty: 3085.236572
	Iteration 64F: 3 clusters Score -687562.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 87267 members 
Mstep: Class 3 contains 10554 members 
Mstep: Class 4 contains 4203 members 
Mstep: Class 5 contains 3825 members 
Mstep: Class 6 contains 47149 members 
Mstep: Class 7 contains 10837 members 
Mstep: Class 8 contains 2579 members 
Mstep: Class 9 contains 115153 members 
Mstep: Class 10 contains 8913 members 
Mstep: Class 11 contains 18253 members 
Mstep: Class 12 contains 1221 members 
Mstep: Class 15 contains 9910 members 
Mstep: Class 18 contains 44566 members 
Mstep: Class 20 contains 13267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29053404.000000 Penalty: 34534.289062
Iteration 39Q: 17 clusters Score -2.90534e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 87640 members 
Mstep: Class 3 contains 10668 members 
Mstep: Class 4 contains 4214 members 
Mstep: Class 5 contains 3906 members 
Mstep: Class 6 contains 47128 members 
Mstep: Class 7 contains 10844 members 
Mstep: Class 8 contains 2584 members 
Mstep: Class 9 contains 116153 members 
Mstep: Class 10 contains 8984 members 
Mstep: Class 11 contains 18365 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 203426 members 
Mstep: Class 15 contains 9866 members 
Mstep: Class 18 contains 44316 members 
Mstep: Class 20 contains 13222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29053952.000000 Penalty: 34534.289062
Iteration 40F: 17 clusters Score -2.905395e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 87728 members 
Mstep: Class 3 contains 10701 members 
Mstep: Class 4 contains 4223 members 
Mstep: Class 5 contains 3968 members 
Mstep: Class 6 contains 47035 members 
Mstep: Class 7 contains 10849 members 
Mstep: Class 8 contains 2588 members 
Mstep: Class 9 contains 116994 members 
Mstep: Class 10 contains 9112 members 
Mstep: Class 11 contains 18456 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 202801 members 
Mstep: Class 15 contains 9809 members 
Mstep: Class 18 contains 43807 members 
Mstep: Class 20 contains 13235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29054284.000000 Penalty: 34534.289062
Iteration 41Q: 17 clusters Score -2.905428e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 87653 members 
Mstep: Class 3 contains 10749 members 
Mstep: Class 4 contains 4232 members 
Mstep: Class 5 contains 4018 members 
Mstep: Class 6 contains 46940 members 
Mstep: Class 7 contains 10865 members 
Mstep: Class 8 contains 2593 members 
Mstep: Class 9 contains 117772 members 
Mstep: Class 10 contains 9304 members 
Mstep: Class 11 contains 18532 members 
Mstep: Class 12 contains 1176 members 
Mstep: Class 13 contains 202327 members 
Mstep: Class 15 contains 9748 members 
Mstep: Class 18 contains 43342 members 
Mstep: Class 20 contains 13242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29054460.000000 Penalty: 34534.289062
Iteration 42Q: 17 clusters Score -2.905446e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 87516 members 
Mstep: Class 3 contains 10759 members 
Mstep: Class 4 contains 4242 members 
Mstep: Class 5 contains 4061 members 
Mstep: Class 6 contains 46862 members 
Mstep: Class 7 contains 10880 members 
Mstep: Class 8 contains 2602 members 
Mstep: Class 9 contains 118440 members 
Mstep: Class 10 contains 9515 members 
Mstep: Class 11 contains 18600 members 
Mstep: Class 12 contains 1167 members 
Mstep: Class 13 contains 201969 members 
Mstep: Class 15 contains 9685 members 
Mstep: Class 18 contains 42927 members 
Mstep: Class 20 contains 13258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29054648.000000 Penalty: 34534.289062
Iteration 43Q: 17 clusters Score -2.905465e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 87341 members 
Mstep: Class 3 contains 10786 members 
Mstep: Class 4 contains 4250 members 
Mstep: Class 5 contains 4102 members 
Mstep: Class 6 contains 46792 members 
Mstep: Class 7 contains 10895 members 
Mstep: Class 8 contains 2608 members 
Mstep: Class 9 contains 119008 members 
Mstep: Class 10 contains 9765 members 
Mstep: Class 11 contains 18658 members 
Mstep: Class 12 contains 1159 members 
Mstep: Class 13 contains 201670 members 
Mstep: Class 15 contains 9630 members 
Mstep: Class 18 contains 42563 members 
Mstep: Class 20 contains 13258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29054748.000000 Penalty: 34534.289062
Iteration 44Q: 17 clusters Score -2.905475e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 87163 members 
Mstep: Class 3 contains 10805 members 
Mstep: Class 4 contains 4256 members 
Mstep: Class 5 contains 4142 members 
Mstep: Class 6 contains 46730 members 
Mstep: Class 7 contains 10902 members 
Mstep: Class 8 contains 2613 members 
Mstep: Class 9 contains 119592 members 
Mstep: Class 10 contains 9999 members 
Mstep: Class 11 contains 18708 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 201401 members 
Mstep: Class 15 contains 9557 members 
Mstep: Class 18 contains 42191 members 
Mstep: Class 20 contains 13270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29054926.000000 Penalty: 34534.289062
Iteration 45Q: 17 clusters Score -2.905493e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 86926 members 
Mstep: Class 3 contains 10824 members 
Mstep: Class 4 contains 4274 members 
Mstep: Class 5 contains 4190 members 
Mstep: Class 6 contains 46654 members 
Mstep: Class 7 contains 10912 members 
Mstep: Class 8 contains 2615 members 
Mstep: Class 9 contains 120201 members 
Mstep: Class 10 contains 10245 members 
Mstep: Class 11 contains 18753 members 
Mstep: Class 12 contains 1152 members 
Mstep: Class 13 contains 201109 members 
Mstep: Class 15 contains 9494 members 
Mstep: Class 18 contains 41848 members 
Mstep: Class 20 contains 13273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29055078.000000 Penalty: 34534.289062
Iteration 46Q: 17 clusters Score -2.905508e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 86673 members 
Mstep: Class 3 contains 10831 members 
Mstep: Class 4 contains 4290 members 
Mstep: Class 5 contains 4230 members 
Mstep: Class 6 contains 46583 members 
Mstep: Class 7 contains 10916 members 
Mstep: Class 8 contains 2618 members 
Mstep: Class 9 contains 120775 members 
Mstep: Class 10 contains 10505 members 
Mstep: Class 11 contains 18809 members 
Mstep: Class 12 contains 1155 members 
Mstep: Class 13 contains 200853 members 
Mstep: Class 15 contains 9434 members 
Mstep: Class 18 contains 41555 members 
Mstep: Class 20 contains 13248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29055350.000000 Penalty: 34534.289062
Iteration 47Q: 17 clusters Score -2.905535e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 86437 members 
Mstep: Class 3 contains 10823 members 
Mstep: Class 4 contains 4309 members 
Mstep: Class 5 contains 4262 members 
Mstep: Class 6 contains 46506 members 
Mstep: Class 7 contains 10928 members 
Mstep: Class 8 contains 2628 members 
Mstep: Class 9 contains 121280 members 
Mstep: Class 10 contains 10753 members 
Mstep: Class 11 contains 18873 members 
Mstep: Class 12 contains 1152 members 
Mstep: Class 13 contains 200588 members 
Mstep: Class 15 contains 9383 members 
Mstep: Class 18 contains 41297 members 
Mstep: Class 20 contains 13255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29055464.000000 Penalty: 34534.289062
Iteration 48Q: 17 clusters Score -2.905546e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 86185 members 
Mstep: Class 3 contains 10827 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 4294 members 
Mstep: Class 6 contains 46429 members 
Mstep: Class 7 contains 10937 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 9 contains 121779 members 
Mstep: Class 10 contains 11018 members 
Mstep: Class 11 contains 18922 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 200323 members 
Mstep: Class 15 contains 9336 members 
Mstep: Class 18 contains 41066 members 
Mstep: Class 20 contains 13246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29055682.000000 Penalty: 34534.289062
Iteration 49Q: 17 clusters Score -2.905568e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 85961 members 
Mstep: Class 3 contains 10831 members 
Mstep: Class 4 contains 4344 members 
Mstep: Class 5 contains 4327 members 
Mstep: Class 6 contains 46374 members 
Mstep: Class 7 contains 10938 members 
Mstep: Class 8 contains 2648 members 
Mstep: Class 9 contains 122254 members 
Mstep: Class 10 contains 11267 members 
Mstep: Class 11 contains 18958 members 
Mstep: Class 12 contains 1142 members 
Mstep: Class 13 contains 200050 members 
Mstep: Class 15 contains 9293 members 
Mstep: Class 18 contains 40843 members 
Mstep: Class 20 contains 13242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29055790.000000 Penalty: 34534.289062
Iteration 50Q: 17 clusters Score -2.905579e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 85723 members 
Mstep: Class 3 contains 10837 members 
Mstep: Class 4 contains 4359 members 
Mstep: Class 5 contains 4356 members 
Mstep: Class 6 contains 46316 members 
Mstep: Class 7 contains 10947 members 
Mstep: Class 8 contains 2657 members 
Mstep: Class 9 contains 122726 members 
Mstep: Class 10 contains 11496 members 
Mstep: Class 11 contains 18999 members 
Mstep: Class 12 contains 1137 members 
Mstep: Class 13 contains 199816 members 
Mstep: Class 15 contains 9258 members 
Mstep: Class 18 contains 40611 members 
Mstep: Class 20 contains 13236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29056002.000000 Penalty: 34534.289062
Iteration 51Q: 17 clusters Score -2.9056e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 85458 members 
Mstep: Class 3 contains 10834 members 
Mstep: Class 4 contains 4370 members 
Mstep: Class 5 contains 4378 members 
Mstep: Class 6 contains 46270 members 
Mstep: Class 7 contains 10954 members 
Mstep: Class 8 contains 2662 members 
Mstep: Class 9 contains 123210 members 
Mstep: Class 10 contains 11736 members 
Mstep: Class 11 contains 19039 members 
Mstep: Class 12 contains 1126 members 
Mstep: Class 13 contains 199579 members 
Mstep: Class 15 contains 9236 members 
Mstep: Class 18 contains 40370 members 
Mstep: Class 20 contains 13251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29056044.000000 Penalty: 34534.289062
Iteration 52Q: 17 clusters Score -2.905604e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 85235 members 
Mstep: Class 3 contains 10833 members 
Mstep: Class 4 contains 4381 members 
Mstep: Class 5 contains 4398 members 
Mstep: Class 6 contains 46222 members 
Mstep: Class 7 contains 10954 members 
Mstep: Class 8 contains 2668 members 
Mstep: Class 9 contains 123717 members 
Mstep: Class 10 contains 11984 members 
Mstep: Class 11 contains 19070 members 
Mstep: Class 12 contains 1117 members 
Mstep: Class 13 contains 199329 members 
Mstep: Class 15 contains 9205 members 
Mstep: Class 18 contains 40103 members 
Mstep: Class 20 contains 13255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29056074.000000 Penalty: 34534.289062
Iteration 53Q: 17 clusters Score -2.905607e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 84986 members 
Mstep: Class 3 contains 10832 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 4417 members 
Mstep: Class 6 contains 46154 members 
Mstep: Class 7 contains 10959 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 124219 members 
Mstep: Class 10 contains 12271 members 
Mstep: Class 11 contains 19111 members 
Mstep: Class 12 contains 1109 members 
Mstep: Class 13 contains 199055 members 
Mstep: Class 15 contains 9188 members 
Mstep: Class 18 contains 39843 members 
Mstep: Class 20 contains 13262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29056108.000000 Penalty: 34534.289062
Iteration 54Q: 17 clusters Score -2.905611e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 84752 members 
Mstep: Class 3 contains 10836 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 4434 members 
Mstep: Class 6 contains 46113 members 
Mstep: Class 7 contains 10964 members 
Mstep: Class 8 contains 2678 members 
Mstep: Class 9 contains 124695 members 
Mstep: Class 10 contains 12580 members 
Mstep: Class 11 contains 19135 members 
Mstep: Class 12 contains 1100 members 
Mstep: Class 13 contains 198729 members 
Mstep: Class 15 contains 9169 members 
Mstep: Class 18 contains 39589 members 
Mstep: Class 20 contains 13289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29056132.000000 Penalty: 34534.289062
Iteration 55Q: 17 clusters Score -2.905613e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 84533 members 
Mstep: Class 3 contains 10844 members 
Mstep: Class 4 contains 4424 members 
Mstep: Class 5 contains 4455 members 
Mstep: Class 6 contains 46077 members 
Mstep: Class 7 contains 10972 members 
Mstep: Class 8 contains 2682 members 
Mstep: Class 9 contains 125161 members 
Mstep: Class 10 contains 12894 members 
Mstep: Class 11 contains 19149 members 
Mstep: Class 12 contains 1096 members 
Mstep: Class 13 contains 198418 members 
Mstep: Class 15 contains 9143 members 
Mstep: Class 18 contains 39315 members 
Mstep: Class 20 contains 13305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29056242.000000 Penalty: 34534.289062
Iteration 56Q: 17 clusters Score -2.905624e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 84280 members 
Mstep: Class 3 contains 10849 members 
Mstep: Class 4 contains 4440 members 
Mstep: Class 5 contains 4481 members 
Mstep: Class 6 contains 46032 members 
Mstep: Class 7 contains 10989 members 
Mstep: Class 8 contains 2681 members 
Mstep: Class 9 contains 125677 members 
Mstep: Class 10 contains 13221 members 
Mstep: Class 11 contains 19160 members 
Mstep: Class 12 contains 1098 members 
Mstep: Class 13 contains 198063 members 
Mstep: Class 15 contains 9116 members 
Mstep: Class 18 contains 39079 members 
Mstep: Class 20 contains 13298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29056392.000000 Penalty: 34534.289062
Iteration 57Q: 17 clusters Score -2.905639e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 84002 members 
Mstep: Class 3 contains 10842 members 
Mstep: Class 4 contains 4451 members 
Mstep: Class 5 contains 4503 members 
Mstep: Class 6 contains 45982 members 
Mstep: Class 7 contains 11010 members 
Mstep: Class 8 contains 2686 members 
Mstep: Class 9 contains 126215 members 
Mstep: Class 10 contains 13540 members 
Mstep: Class 11 contains 19189 members 
Mstep: Class 12 contains 1098 members 
Mstep: Class 13 contains 197711 members 
Mstep: Class 15 contains 9083 members 
Mstep: Class 18 contains 38835 members 
Mstep: Class 20 contains 13312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29056416.000000 Penalty: 34534.289062
Iteration 58Q: 17 clusters Score -2.905642e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 83724 members 
Mstep: Class 3 contains 10845 members 
Mstep: Class 4 contains 4465 members 
Mstep: Class 5 contains 4523 members 
Mstep: Class 6 contains 45938 members 
Mstep: Class 7 contains 11030 members 
Mstep: Class 8 contains 2687 members 
Mstep: Class 9 contains 126767 members 
Mstep: Class 10 contains 13828 members 
Mstep: Class 11 contains 19196 members 
Mstep: Class 12 contains 1094 members 
Mstep: Class 13 contains 197407 members 
Mstep: Class 15 contains 9045 members 
Mstep: Class 18 contains 38574 members 
Mstep: Class 20 contains 13331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29056478.000000 Penalty: 34534.289062
Iteration 59Q: 17 clusters Score -2.905648e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 83434 members 
Mstep: Class 3 contains 10849 members 
Mstep: Class 4 contains 4480 members 
Mstep: Class 5 contains 4541 members 
Mstep: Class 6 contains 45903 members 
Mstep: Class 7 contains 11050 members 
Mstep: Class 8 contains 2687 members 
Mstep: Class 9 contains 127342 members 
Mstep: Class 10 contains 14120 members 
Mstep: Class 11 contains 19203 members 
Mstep: Class 12 contains 1096 members 
Mstep: Class 13 contains 197117 members 
Mstep: Class 15 contains 8992 members 
Mstep: Class 18 contains 38295 members 
Mstep: Class 20 contains 13346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29056584.000000 Penalty: 34534.289062
Iteration 60F: 17 clusters Score -2.905658e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 83162 members 
Mstep: Class 3 contains 10857 members 
Mstep: Class 4 contains 4489 members 
Mstep: Class 5 contains 4555 members 
Mstep: Class 6 contains 45861 members 
Mstep: Class 7 contains 11067 members 
Mstep: Class 8 contains 2686 members 
Mstep: Class 9 contains 127956 members 
Mstep: Class 10 contains 14402 members 
Mstep: Class 11 contains 19212 members 
Mstep: Class 12 contains 1096 members 
Mstep: Class 13 contains 196824 members 
Mstep: Class 15 contains 8938 members 
Mstep: Class 18 contains 37996 members 
Mstep: Class 20 contains 13348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29056568.000000 Penalty: 34534.289062
Iteration 61Q: 17 clusters Score -2.905657e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 82851 members 
Mstep: Class 3 contains 10856 members 
Mstep: Class 4 contains 4499 members 
Mstep: Class 5 contains 4580 members 
Mstep: Class 6 contains 45831 members 
Mstep: Class 7 contains 11087 members 
Mstep: Class 8 contains 2687 members 
Mstep: Class 9 contains 128592 members 
Mstep: Class 10 contains 14688 members 
Mstep: Class 11 contains 19217 members 
Mstep: Class 12 contains 1096 members 
Mstep: Class 13 contains 196508 members 
Mstep: Class 15 contains 8904 members 
Mstep: Class 18 contains 37696 members 
Mstep: Class 20 contains 13348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29056682.000000 Penalty: 34534.289062
Iteration 62Q: 17 clusters Score -2.905668e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 82540 members 
Mstep: Class 3 contains 10854 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 4608 members 
Mstep: Class 6 contains 45781 members 
Mstep: Class 7 contains 11103 members 
Mstep: Class 8 contains 2686 members 
Mstep: Class 9 contains 129288 members 
Mstep: Class 10 contains 14981 members 
Mstep: Class 11 contains 19218 members 
Mstep: Class 12 contains 1094 members 
Mstep: Class 13 contains 196198 members 
Mstep: Class 15 contains 8874 members 
Mstep: Class 18 contains 37371 members 
Mstep: Class 20 contains 13329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29056800.000000 Penalty: 34534.289062
Iteration 63Q: 17 clusters Score -2.90568e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 82212 members 
Mstep: Class 3 contains 10849 members 
Mstep: Class 4 contains 4521 members 
Mstep: Class 5 contains 4637 members 
Mstep: Class 6 contains 45743 members 
Mstep: Class 7 contains 11120 members 
Mstep: Class 8 contains 2685 members 
Mstep: Class 9 contains 130009 members 
Mstep: Class 10 contains 15267 members 
Mstep: Class 11 contains 19228 members 
Mstep: Class 12 contains 1097 members 
Mstep: Class 13 contains 195888 members 
Mstep: Class 15 contains 8826 members 
Mstep: Class 18 contains 37042 members 
Mstep: Class 20 contains 13308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29056762.000000 Penalty: 34534.289062
Iteration 64Q: 17 clusters Score -2.905676e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 81863 members 
Mstep: Class 3 contains 10844 members 
Mstep: Class 4 contains 4531 members 
Mstep: Class 5 contains 4661 members 
Mstep: Class 6 contains 45682 members 
Mstep: Class 7 contains 11148 members 
Mstep: Class 8 contains 2691 members 
Mstep: Class 9 contains 130782 members 
Mstep: Class 10 contains 15563 members 
Mstep: Class 11 contains 19229 members 
Mstep: Class 12 contains 1100 members 
Mstep: Class 13 contains 195558 members 
Mstep: Class 15 contains 8783 members 
Mstep: Class 18 contains 36710 members 
Mstep: Class 20 contains 13291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29056872.000000 Penalty: 34534.289062
Iteration 65Q: 17 clusters Score -2.905687e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 81510 members 
Mstep: Class 3 contains 10841 members 
Mstep: Class 4 contains 4543 members 
Mstep: Class 5 contains 4689 members 
Mstep: Class 6 contains 45623 members 
Mstep: Class 7 contains 11178 members 
Mstep: Class 8 contains 2692 members 
Mstep: Class 9 contains 131594 members 
Mstep: Class 10 contains 15860 members 
Mstep: Class 11 contains 19218 members 
Mstep: Class 12 contains 1098 members 
Mstep: Class 13 contains 195204 members 
Mstep: Class 15 contains 8729 members 
Mstep: Class 18 contains 36384 members 
Mstep: Class 20 contains 13272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29056952.000000 Penalty: 34534.289062
Iteration 66Q: 17 clusters Score -2.905695e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 81135 members 
Mstep: Class 3 contains 10840 members 
Mstep: Class 4 contains 4555 members 
Mstep: Class 5 contains 4720 members 
Mstep: Class 6 contains 45577 members 
Mstep: Class 7 contains 11226 members 
Mstep: Class 8 contains 2687 members 
Mstep: Class 9 contains 132392 members 
Mstep: Class 10 contains 16127 members 
Mstep: Class 11 contains 19204 members 
Mstep: Class 12 contains 1106 members 
Mstep: Class 13 contains 194887 members 
Mstep: Class 15 contains 8673 members 
Mstep: Class 18 contains 36059 members 
Mstep: Class 20 contains 13240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29056942.000000 Penalty: 34534.289062
Iteration 67Q: 17 clusters Score -2.905694e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 80788 members 
Mstep: Class 3 contains 10831 members 
Mstep: Class 4 contains 4560 members 
Mstep: Class 5 contains 4750 members 
Mstep: Class 6 contains 45527 members 
Mstep: Class 7 contains 11276 members 
Mstep: Class 8 contains 2683 members 
Mstep: Class 9 contains 133179 members 
Mstep: Class 10 contains 16422 members 
Mstep: Class 11 contains 19199 members 
Mstep: Class 12 contains 1111 members 
Mstep: Class 13 contains 194539 members 
Mstep: Class 15 contains 8622 members 
Mstep: Class 18 contains 35720 members 
Mstep: Class 20 contains 13214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29057002.000000 Penalty: 34534.289062
Iteration 68Q: 17 clusters Score -2.9057e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 80469 members 
Mstep: Class 3 contains 10823 members 
Mstep: Class 4 contains 4563 members 
Mstep: Class 5 contains 4785 members 
Mstep: Class 6 contains 45474 members 
Mstep: Class 7 contains 11312 members 
Mstep: Class 8 contains 2681 members 
Mstep: Class 9 contains 133972 members 
Mstep: Class 10 contains 16733 members 
Mstep: Class 11 contains 19202 members 
Mstep: Class 12 contains 1113 members 
Mstep: Class 13 contains 194162 members 
Mstep: Class 15 contains 8574 members 
Mstep: Class 18 contains 35397 members 
Mstep: Class 20 contains 13156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29057158.000000 Penalty: 34534.289062
Iteration 69Q: 17 clusters Score -2.905716e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 80153 members 
Mstep: Class 3 contains 10816 members 
Mstep: Class 4 contains 4567 members 
Mstep: Class 5 contains 4821 members 
Mstep: Class 6 contains 45421 members 
Mstep: Class 7 contains 11342 members 
Mstep: Class 8 contains 2684 members 
Mstep: Class 9 contains 134762 members 
Mstep: Class 10 contains 17033 members 
Mstep: Class 11 contains 19197 members 
Mstep: Class 12 contains 1112 members 
Mstep: Class 13 contains 193789 members 
Mstep: Class 15 contains 8534 members 
Mstep: Class 18 contains 35075 members 
Mstep: Class 20 contains 13106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29057276.000000 Penalty: 34534.289062
Iteration 70Q: 17 clusters Score -2.905728e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 79850 members 
Mstep: Class 3 contains 10809 members 
Mstep: Class 4 contains 4571 members 
Mstep: Class 5 contains 4861 members 
Mstep: Class 6 contains 45373 members 
Mstep: Class 7 contains 11372 members 
Mstep: Class 8 contains 2679 members 
Mstep: Class 9 contains 135559 members 
Mstep: Class 10 contains 17340 members 
Mstep: Class 11 contains 19189 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 193398 members 
Mstep: Class 15 contains 8485 members 
Mstep: Class 18 contains 34747 members 
Mstep: Class 20 contains 13050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29057390.000000 Penalty: 34534.289062
Iteration 71Q: 17 clusters Score -2.905739e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 79530 members 
Mstep: Class 3 contains 10811 members 
Mstep: Class 4 contains 4580 members 
Mstep: Class 5 contains 4899 members 
Mstep: Class 6 contains 45316 members 
Mstep: Class 7 contains 11400 members 
Mstep: Class 8 contains 2676 members 
Mstep: Class 9 contains 136362 members 
Mstep: Class 10 contains 17637 members 
Mstep: Class 11 contains 19177 members 
Mstep: Class 12 contains 1132 members 
Mstep: Class 13 contains 193008 members 
Mstep: Class 15 contains 8434 members 
Mstep: Class 18 contains 34427 members 
Mstep: Class 20 contains 13008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29057534.000000 Penalty: 34534.289062
Iteration 72Q: 17 clusters Score -2.905753e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 79211 members 
Mstep: Class 3 contains 10803 members 
Mstep: Class 4 contains 4585 members 
Mstep: Class 5 contains 4929 members 
Mstep: Class 6 contains 45268 members 
Mstep: Class 7 contains 11421 members 
Mstep: Class 8 contains 2675 members 
Mstep: Class 9 contains 137211 members 
Mstep: Class 10 contains 17948 members 
Mstep: Class 11 contains 19162 members 
Mstep: Class 12 contains 1142 members 
Mstep: Class 13 contains 192607 members 
Mstep: Class 15 contains 8388 members 
Mstep: Class 18 contains 34073 members 
Mstep: Class 20 contains 12969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29057692.000000 Penalty: 34534.289062
Iteration 73Q: 17 clusters Score -2.905769e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 78889 members 
Mstep: Class 3 contains 10792 members 
Mstep: Class 4 contains 4591 members 
Mstep: Class 5 contains 4954 members 
Mstep: Class 6 contains 45212 members 
Mstep: Class 7 contains 11450 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 138097 members 
Mstep: Class 10 contains 18283 members 
Mstep: Class 11 contains 19140 members 
Mstep: Class 12 contains 1152 members 
Mstep: Class 13 contains 192183 members 
Mstep: Class 15 contains 8332 members 
Mstep: Class 18 contains 33712 members 
Mstep: Class 20 contains 12929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29057714.000000 Penalty: 34534.289062
Iteration 74Q: 17 clusters Score -2.905771e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 78555 members 
Mstep: Class 3 contains 10775 members 
Mstep: Class 4 contains 4597 members 
Mstep: Class 5 contains 4978 members 
Mstep: Class 6 contains 45147 members 
Mstep: Class 7 contains 11482 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 138967 members 
Mstep: Class 10 contains 18622 members 
Mstep: Class 11 contains 19123 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 191764 members 
Mstep: Class 15 contains 8280 members 
Mstep: Class 18 contains 33378 members 
Mstep: Class 20 contains 12890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29057858.000000 Penalty: 34534.289062
Iteration 75Q: 17 clusters Score -2.905786e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 78247 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 4600 members 
Mstep: Class 5 contains 5002 members 
Mstep: Class 6 contains 45083 members 
Mstep: Class 7 contains 11522 members 
Mstep: Class 8 contains 2661 members 
Mstep: Class 9 contains 139816 members 
Mstep: Class 10 contains 18936 members 
Mstep: Class 11 contains 19107 members 
Mstep: Class 12 contains 1171 members 
Mstep: Class 13 contains 191382 members 
Mstep: Class 15 contains 8215 members 
Mstep: Class 18 contains 33042 members 
Mstep: Class 20 contains 12835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29058072.000000 Penalty: 34534.289062
Iteration 76Q: 17 clusters Score -2.905807e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 77935 members 
Mstep: Class 3 contains 10739 members 
Mstep: Class 4 contains 4605 members 
Mstep: Class 5 contains 5029 members 
Mstep: Class 6 contains 45030 members 
Mstep: Class 7 contains 11559 members 
Mstep: Class 8 contains 2660 members 
Mstep: Class 9 contains 140686 members 
Mstep: Class 10 contains 19279 members 
Mstep: Class 11 contains 19083 members 
Mstep: Class 12 contains 1185 members 
Mstep: Class 13 contains 190961 members 
Mstep: Class 15 contains 8161 members 
Mstep: Class 18 contains 32713 members 
Mstep: Class 20 contains 12759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29058222.000000 Penalty: 34534.289062
Iteration 77Q: 17 clusters Score -2.905822e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 77655 members 
Mstep: Class 3 contains 10718 members 
Mstep: Class 4 contains 4611 members 
Mstep: Class 5 contains 5062 members 
Mstep: Class 6 contains 44969 members 
Mstep: Class 7 contains 11599 members 
Mstep: Class 8 contains 2659 members 
Mstep: Class 9 contains 141510 members 
Mstep: Class 10 contains 19652 members 
Mstep: Class 11 contains 19051 members 
Mstep: Class 12 contains 1198 members 
Mstep: Class 13 contains 190521 members 
Mstep: Class 15 contains 8121 members 
Mstep: Class 18 contains 32380 members 
Mstep: Class 20 contains 12674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29058202.000000 Penalty: 34534.289062
Iteration 78Q: 17 clusters Score -2.90582e+07 nChanged 1656
Entering ConstructFrom: 
Score: -29058202.000000 Penalty: 34534.289062
Entering ConstructFrom: 
Trying to split cluster 1 (4411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Entering Unmasked Estep 
Score: -205630.687500 Penalty: 1363.676758
	Iteration 0F: 2 clusters Score -205630.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -202045.484375 Penalty: 2727.353516
	Iteration 0F: 3 clusters Score -202045.5 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -203038.859375 Penalty: 2727.353516
	Iteration 1F: 3 clusters Score -203038.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -203224.875000 Penalty: 2727.353516
	Iteration 2F: 3 clusters Score -203224.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -203352.390625 Penalty: 2727.353516
	Iteration 3F: 3 clusters Score -203352.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -203433.781250 Penalty: 2727.353516
	Iteration 4Q: 3 clusters Score -203433.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -203507.343750 Penalty: 2727.353516
	Iteration 5Q: 3 clusters Score -203507.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -203564.218750 Penalty: 2727.353516
	Iteration 6Q: 3 clusters Score -203564.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -203610.093750 Penalty: 2727.353516
	Iteration 7Q: 3 clusters Score -203610.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -203648.343750 Penalty: 2727.353516
	Iteration 8Q: 3 clusters Score -203648.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -203684.531250 Penalty: 2727.353516
	Iteration 9Q: 3 clusters Score -203684.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -203723.187500 Penalty: 2727.353516
	Iteration 10Q: 3 clusters Score -203723.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -203763.187500 Penalty: 2727.353516
	Iteration 11Q: 3 clusters Score -203763.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -203810.625000 Penalty: 2727.353516
	Iteration 12Q: 3 clusters Score -203810.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -203877.671875 Penalty: 2727.353516
	Iteration 13Q: 3 clusters Score -203877.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -203957.468750 Penalty: 2727.353516
	Iteration 14Q: 3 clusters Score -203957.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -204049.859375 Penalty: 2727.353516
	Iteration 15Q: 3 clusters Score -204049.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -204143.640625 Penalty: 2727.353516
	Iteration 16Q: 3 clusters Score -204143.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -204225.140625 Penalty: 2727.353516
	Iteration 17Q: 3 clusters Score -204225.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -204296.750000 Penalty: 2727.353516
	Iteration 18Q: 3 clusters Score -204296.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -204353.875000 Penalty: 2727.353516
	Iteration 19Q: 3 clusters Score -204353.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -204386.984375 Penalty: 2727.353516
	Iteration 20F: 3 clusters Score -204387 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -204416.078125 Penalty: 2727.353516
	Iteration 21Q: 3 clusters Score -204416.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -204441.453125 Penalty: 2727.353516
	Iteration 22Q: 3 clusters Score -204441.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -204463.187500 Penalty: 2727.353516
	Iteration 23Q: 3 clusters Score -204463.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -204477.656250 Penalty: 2727.353516
	Iteration 24Q: 3 clusters Score -204477.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -204493.015625 Penalty: 2727.353516
	Iteration 25Q: 3 clusters Score -204493 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -204507.140625 Penalty: 2727.353516
	Iteration 26Q: 3 clusters Score -204507.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -204522.140625 Penalty: 2727.353516
	Iteration 27Q: 3 clusters Score -204522.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -204536.250000 Penalty: 2727.353516
	Iteration 28Q: 3 clusters Score -204536.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -204544.750000 Penalty: 2727.353516
	Iteration 29Q: 3 clusters Score -204544.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -204550.796875 Penalty: 2727.353516
	Iteration 30Q: 3 clusters Score -204550.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -204554.734375 Penalty: 2727.353516
	Iteration 31Q: 3 clusters Score -204554.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -204562.296875 Penalty: 2727.353516
	Iteration 32Q: 3 clusters Score -204562.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -204567.453125 Penalty: 2727.353516
	Iteration 33Q: 3 clusters Score -204567.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -204573.515625 Penalty: 2727.353516
	Iteration 34Q: 3 clusters Score -204573.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -204577.453125 Penalty: 2727.353516
	Iteration 35Q: 3 clusters Score -204577.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -204580.750000 Penalty: 2727.353516
	Iteration 36Q: 3 clusters Score -204580.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -204583.218750 Penalty: 2727.353516
	Iteration 37Q: 3 clusters Score -204583.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -204585.625000 Penalty: 2727.353516
	Iteration 38Q: 3 clusters Score -204585.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -204586.578125 Penalty: 2727.353516
	Iteration 39Q: 3 clusters Score -204586.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -204588.078125 Penalty: 2727.353516
	Iteration 40F: 3 clusters Score -204588.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -204591.375000 Penalty: 2727.353516
	Iteration 41Q: 3 clusters Score -204591.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -204592.796875 Penalty: 2727.353516
	Iteration 42Q: 3 clusters Score -204592.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -204592.875000 Penalty: 2727.353516
	Iteration 43Q: 3 clusters Score -204592.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -204593.078125 Penalty: 2727.353516
	Iteration 44Q: 3 clusters Score -204593.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -204593.078125 Penalty: 2727.353516
	Iteration 45F: 3 clusters Score -204593.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (77378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77378 members 
Entering Unmasked Estep 
Score: -3913662.250000 Penalty: 1829.174316
	Iteration 0F: 2 clusters Score -3913662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -3862004.000000 Penalty: 3658.348633
	Iteration 0F: 3 clusters Score -3862004 nChanged 36610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -3883007.750000 Penalty: 3658.348633
	Iteration 1F: 3 clusters Score -3883008 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -3883759.500000 Penalty: 3658.348633
	Iteration 2Q: 3 clusters Score -3883760 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -3884623.500000 Penalty: 3658.348633
	Iteration 3Q: 3 clusters Score -3884624 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -3885619.250000 Penalty: 3658.348633
	Iteration 4Q: 3 clusters Score -3885619 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -3886924.250000 Penalty: 3658.348633
	Iteration 5Q: 3 clusters Score -3886924 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -3888837.500000 Penalty: 3658.348633
	Iteration 6Q: 3 clusters Score -3888838 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -3891513.750000 Penalty: 3658.348633
	Iteration 7F: 3 clusters Score -3891514 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36926 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -3895104.750000 Penalty: 3658.348633
	Iteration 8F: 3 clusters Score -3895105 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -3899601.000000 Penalty: 3658.348633
	Iteration 9F: 3 clusters Score -3899601 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -3904202.750000 Penalty: 3658.348633
	Iteration 10F: 3 clusters Score -3904203 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -3907556.000000 Penalty: 3658.348633
	Iteration 11F: 3 clusters Score -3907556 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -3909878.750000 Penalty: 3658.348633
	Iteration 12Q: 3 clusters Score -3909879 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 40540 members 
Entering Unmasked Estep 
Score: -3911460.500000 Penalty: 3658.348633
	Iteration 13Q: 3 clusters Score -3911460 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -3912522.500000 Penalty: 3658.348633
	Iteration 14Q: 3 clusters Score -3912522 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -3913208.250000 Penalty: 3658.348633
	Iteration 15Q: 3 clusters Score -3913208 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38313 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -3913627.750000 Penalty: 3658.348633
	Iteration 16Q: 3 clusters Score -3913628 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -3913869.500000 Penalty: 3658.348633
	Iteration 17Q: 3 clusters Score -3913870 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -3914032.000000 Penalty: 3658.348633
	Iteration 18Q: 3 clusters Score -3914032 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -3914152.250000 Penalty: 3658.348633
	Iteration 19Q: 3 clusters Score -3914152 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -3914231.500000 Penalty: 3658.348633
	Iteration 20F: 3 clusters Score -3914232 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
Score: -3914286.500000 Penalty: 3658.348633
	Iteration 21Q: 3 clusters Score -3914286 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -3914323.250000 Penalty: 3658.348633
	Iteration 22Q: 3 clusters Score -3914323 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40646 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -3914350.000000 Penalty: 3658.348633
	Iteration 23Q: 3 clusters Score -3914350 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -3914359.500000 Penalty: 3658.348633
	Iteration 24Q: 3 clusters Score -3914360 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40949 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -3914369.500000 Penalty: 3658.348633
	Iteration 25Q: 3 clusters Score -3914370 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -3914386.250000 Penalty: 3658.348633
	Iteration 26Q: 3 clusters Score -3914386 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -3914387.000000 Penalty: 3658.348633
	Iteration 27Q: 3 clusters Score -3914387 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -3914396.500000 Penalty: 3658.348633
	Iteration 28Q: 3 clusters Score -3914396 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -3914390.250000 Penalty: 3658.348633
	Iteration 29Q: 3 clusters Score -3914390 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -3914395.750000 Penalty: 3658.348633
	Iteration 30Q: 3 clusters Score -3914396 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41363 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -3914403.000000 Penalty: 3658.348633
	Iteration 31Q: 3 clusters Score -3914403 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41399 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -3914405.250000 Penalty: 3658.348633
	Iteration 32Q: 3 clusters Score -3914405 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
Score: -3914406.500000 Penalty: 3658.348633
	Iteration 33Q: 3 clusters Score -3914406 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -3914400.000000 Penalty: 3658.348633
	Iteration 34Q: 3 clusters Score -3914400 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -3914403.250000 Penalty: 3658.348633
	Iteration 35Q: 3 clusters Score -3914403 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -3914406.250000 Penalty: 3658.348633
	Iteration 36Q: 3 clusters Score -3914406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -3914411.750000 Penalty: 3658.348633
	Iteration 37Q: 3 clusters Score -3914412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -3914410.500000 Penalty: 3658.348633
	Iteration 38Q: 3 clusters Score -3914410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41610 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -3914414.250000 Penalty: 3658.348633
	Iteration 39Q: 3 clusters Score -3914414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -3914422.250000 Penalty: 3658.348633
	Iteration 40F: 3 clusters Score -3914422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -3914415.250000 Penalty: 3658.348633
	Iteration 41Q: 3 clusters Score -3914415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -3914414.250000 Penalty: 3658.348633
	Iteration 42Q: 3 clusters Score -3914414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -3914410.250000 Penalty: 3658.348633
	Iteration 43Q: 3 clusters Score -3914410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -3914406.000000 Penalty: 3658.348633
	Iteration 44Q: 3 clusters Score -3914406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -3914412.500000 Penalty: 3658.348633
	Iteration 45Q: 3 clusters Score -3914412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -3914407.750000 Penalty: 3658.348633
	Iteration 46Q: 3 clusters Score -3914408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -3914410.500000 Penalty: 3658.348633
	Iteration 47Q: 3 clusters Score -3914410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -3914409.500000 Penalty: 3658.348633
	Iteration 48Q: 3 clusters Score -3914410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -3914410.250000 Penalty: 3658.348633
	Iteration 49Q: 3 clusters Score -3914410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -3914412.000000 Penalty: 3658.348633
	Iteration 50Q: 3 clusters Score -3914412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -3914413.000000 Penalty: 3658.348633
	Iteration 51Q: 3 clusters Score -3914413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -3914413.000000 Penalty: 3658.348633
	Iteration 52F: 3 clusters Score -3914413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 41683 members 
Mstep: Class 3 contains 10689 members 
Mstep: Class 4 contains 4617 members 
Mstep: Class 5 contains 5081 members 
Mstep: Class 6 contains 44900 members 
Mstep: Class 7 contains 11634 members 
Mstep: Class 8 contains 2656 members 
Mstep: Class 9 contains 142365 members 
Mstep: Class 10 contains 20044 members 
Mstep: Class 11 contains 19018 members 
Mstep: Class 12 contains 1206 members 
Mstep: Class 13 contains 190066 members 
Mstep: Class 14 contains 35695 members 
Mstep: Class 15 contains 8079 members 
Mstep: Class 18 contains 32029 members 
Mstep: Class 20 contains 12615 members 
Entering Unmasked Estep 
Score: -29058564.000000 Penalty: 36692.683594
Splitting cluster 2 changes total score from -29058202.000000 to -29058564.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 3 (10689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Entering Unmasked Estep 
Score: -566155.187500 Penalty: 1507.507812
	Iteration 0F: 2 clusters Score -566155.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -558580.250000 Penalty: 3015.015625
	Iteration 0F: 3 clusters Score -558580.2 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -560966.062500 Penalty: 3015.015625
	Iteration 1F: 3 clusters Score -560966.1 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -561245.937500 Penalty: 3015.015625
	Iteration 2F: 3 clusters Score -561245.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -561508.437500 Penalty: 3015.015625
	Iteration 3F: 3 clusters Score -561508.4 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -561842.875000 Penalty: 3015.015625
	Iteration 4F: 3 clusters Score -561842.9 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -562250.937500 Penalty: 3015.015625
	Iteration 5F: 3 clusters Score -562250.9 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -562726.187500 Penalty: 3015.015625
	Iteration 6F: 3 clusters Score -562726.2 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -563262.562500 Penalty: 3015.015625
	Iteration 7F: 3 clusters Score -563262.6 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -563796.062500 Penalty: 3015.015625
	Iteration 8F: 3 clusters Score -563796.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -564157.000000 Penalty: 3015.015625
	Iteration 9Q: 3 clusters Score -564157 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -564355.187500 Penalty: 3015.015625
	Iteration 10Q: 3 clusters Score -564355.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -564487.750000 Penalty: 3015.015625
	Iteration 11Q: 3 clusters Score -564487.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -564569.375000 Penalty: 3015.015625
	Iteration 12Q: 3 clusters Score -564569.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -564634.875000 Penalty: 3015.015625
	Iteration 13Q: 3 clusters Score -564634.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -564681.687500 Penalty: 3015.015625
	Iteration 14Q: 3 clusters Score -564681.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -564711.125000 Penalty: 3015.015625
	Iteration 15Q: 3 clusters Score -564711.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -564738.375000 Penalty: 3015.015625
	Iteration 16Q: 3 clusters Score -564738.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -564755.437500 Penalty: 3015.015625
	Iteration 17Q: 3 clusters Score -564755.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -564770.187500 Penalty: 3015.015625
	Iteration 18Q: 3 clusters Score -564770.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -564784.937500 Penalty: 3015.015625
	Iteration 19Q: 3 clusters Score -564784.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -564802.062500 Penalty: 3015.015625
	Iteration 20F: 3 clusters Score -564802.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -564816.062500 Penalty: 3015.015625
	Iteration 21Q: 3 clusters Score -564816.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -564834.875000 Penalty: 3015.015625
	Iteration 22Q: 3 clusters Score -564834.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -564850.875000 Penalty: 3015.015625
	Iteration 23Q: 3 clusters Score -564850.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -564861.312500 Penalty: 3015.015625
	Iteration 24Q: 3 clusters Score -564861.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -564872.937500 Penalty: 3015.015625
	Iteration 25Q: 3 clusters Score -564872.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -564879.312500 Penalty: 3015.015625
	Iteration 26Q: 3 clusters Score -564879.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -564881.562500 Penalty: 3015.015625
	Iteration 27Q: 3 clusters Score -564881.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -564886.875000 Penalty: 3015.015625
	Iteration 28Q: 3 clusters Score -564886.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -564891.250000 Penalty: 3015.015625
	Iteration 29Q: 3 clusters Score -564891.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -564894.187500 Penalty: 3015.015625
	Iteration 30Q: 3 clusters Score -564894.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -564897.187500 Penalty: 3015.015625
	Iteration 31Q: 3 clusters Score -564897.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -564896.937500 Penalty: 3015.015625
	Iteration 32Q: 3 clusters Score -564896.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -564897.812500 Penalty: 3015.015625
	Iteration 33Q: 3 clusters Score -564897.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -564900.125000 Penalty: 3015.015625
	Iteration 34Q: 3 clusters Score -564900.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -564901.250000 Penalty: 3015.015625
	Iteration 35Q: 3 clusters Score -564901.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -564902.750000 Penalty: 3015.015625
	Iteration 36Q: 3 clusters Score -564902.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -564904.312500 Penalty: 3015.015625
	Iteration 37Q: 3 clusters Score -564904.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -564907.750000 Penalty: 3015.015625
	Iteration 38Q: 3 clusters Score -564907.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -564908.312500 Penalty: 3015.015625
	Iteration 39Q: 3 clusters Score -564908.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -564909.062500 Penalty: 3015.015625
	Iteration 40F: 3 clusters Score -564909.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -564912.312500 Penalty: 3015.015625
	Iteration 41Q: 3 clusters Score -564912.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -564914.625000 Penalty: 3015.015625
	Iteration 42Q: 3 clusters Score -564914.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -564916.812500 Penalty: 3015.015625
	Iteration 43Q: 3 clusters Score -564916.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -564918.812500 Penalty: 3015.015625
	Iteration 44Q: 3 clusters Score -564918.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -564918.625000 Penalty: 3015.015625
	Iteration 45Q: 3 clusters Score -564918.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -564920.312500 Penalty: 3015.015625
	Iteration 46Q: 3 clusters Score -564920.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -564921.312500 Penalty: 3015.015625
	Iteration 47Q: 3 clusters Score -564921.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -564921.687500 Penalty: 3015.015625
	Iteration 48Q: 3 clusters Score -564921.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -564922.437500 Penalty: 3015.015625
	Iteration 49Q: 3 clusters Score -564922.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -564924.625000 Penalty: 3015.015625
	Iteration 50Q: 3 clusters Score -564924.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -564926.500000 Penalty: 3015.015625
	Iteration 51Q: 3 clusters Score -564926.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -564929.250000 Penalty: 3015.015625
	Iteration 52Q: 3 clusters Score -564929.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -564928.500000 Penalty: 3015.015625
	Iteration 53Q: 3 clusters Score -564928.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -564931.187500 Penalty: 3015.015625
	Iteration 54Q: 3 clusters Score -564931.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -564931.812500 Penalty: 3015.015625
	Iteration 55Q: 3 clusters Score -564931.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -564933.437500 Penalty: 3015.015625
	Iteration 56Q: 3 clusters Score -564933.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -564935.687500 Penalty: 3015.015625
	Iteration 57Q: 3 clusters Score -564935.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -564937.187500 Penalty: 3015.015625
	Iteration 58Q: 3 clusters Score -564937.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -564937.250000 Penalty: 3015.015625
	Iteration 59Q: 3 clusters Score -564937.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -564940.187500 Penalty: 3015.015625
	Iteration 60F: 3 clusters Score -564940.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -564942.250000 Penalty: 3015.015625
	Iteration 61Q: 3 clusters Score -564942.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -564943.875000 Penalty: 3015.015625
	Iteration 62Q: 3 clusters Score -564943.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -564944.250000 Penalty: 3015.015625
	Iteration 63Q: 3 clusters Score -564944.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -564945.187500 Penalty: 3015.015625
	Iteration 64Q: 3 clusters Score -564945.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -564945.062500 Penalty: 3015.015625
	Iteration 65Q: 3 clusters Score -564945.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -564946.187500 Penalty: 3015.015625
	Iteration 66Q: 3 clusters Score -564946.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -564945.937500 Penalty: 3015.015625
	Iteration 67Q: 3 clusters Score -564945.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -564946.250000 Penalty: 3015.015625
	Iteration 68Q: 3 clusters Score -564946.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -564947.812500 Penalty: 3015.015625
	Iteration 69Q: 3 clusters Score -564947.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -564948.375000 Penalty: 3015.015625
	Iteration 70Q: 3 clusters Score -564948.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -564949.125000 Penalty: 3015.015625
	Iteration 71Q: 3 clusters Score -564949.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -564949.125000 Penalty: 3015.015625
	Iteration 72F: 3 clusters Score -564949.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Entering Unmasked Estep 
Score: -214666.703125 Penalty: 1371.093750
	Iteration 0F: 2 clusters Score -214666.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -210958.140625 Penalty: 2742.187500
	Iteration 0F: 3 clusters Score -210958.1 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -211953.687500 Penalty: 2742.187500
	Iteration 1F: 3 clusters Score -211953.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -212100.406250 Penalty: 2742.187500
	Iteration 2F: 3 clusters Score -212100.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -212214.109375 Penalty: 2742.187500
	Iteration 3Q: 3 clusters Score -212214.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -212317.281250 Penalty: 2742.187500
	Iteration 4Q: 3 clusters Score -212317.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -212462.406250 Penalty: 2742.187500
	Iteration 5Q: 3 clusters Score -212462.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -212658.187500 Penalty: 2742.187500
	Iteration 6Q: 3 clusters Score -212658.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -212914.859375 Penalty: 2742.187500
	Iteration 7F: 3 clusters Score -212914.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -213191.406250 Penalty: 2742.187500
	Iteration 8F: 3 clusters Score -213191.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -213450.156250 Penalty: 2742.187500
	Iteration 9F: 3 clusters Score -213450.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -213654.734375 Penalty: 2742.187500
	Iteration 10F: 3 clusters Score -213654.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -213814.421875 Penalty: 2742.187500
	Iteration 11Q: 3 clusters Score -213814.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -213920.453125 Penalty: 2742.187500
	Iteration 12Q: 3 clusters Score -213920.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -213978.031250 Penalty: 2742.187500
	Iteration 13Q: 3 clusters Score -213978 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -214000.515625 Penalty: 2742.187500
	Iteration 14Q: 3 clusters Score -214000.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -214014.265625 Penalty: 2742.187500
	Iteration 15Q: 3 clusters Score -214014.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -214022.687500 Penalty: 2742.187500
	Iteration 16Q: 3 clusters Score -214022.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -214028.140625 Penalty: 2742.187500
	Iteration 17Q: 3 clusters Score -214028.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -214031.890625 Penalty: 2742.187500
	Iteration 18Q: 3 clusters Score -214031.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -214033.593750 Penalty: 2742.187500
	Iteration 19Q: 3 clusters Score -214033.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -214036.296875 Penalty: 2742.187500
	Iteration 20F: 3 clusters Score -214036.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -214039.953125 Penalty: 2742.187500
	Iteration 21Q: 3 clusters Score -214040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -214041.046875 Penalty: 2742.187500
	Iteration 22Q: 3 clusters Score -214041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -214041.921875 Penalty: 2742.187500
	Iteration 23Q: 3 clusters Score -214041.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -214042.765625 Penalty: 2742.187500
	Iteration 24Q: 3 clusters Score -214042.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -214044.921875 Penalty: 2742.187500
	Iteration 25Q: 3 clusters Score -214044.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -214044.812500 Penalty: 2742.187500
	Iteration 26Q: 3 clusters Score -214044.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -214044.812500 Penalty: 2742.187500
	Iteration 27F: 3 clusters Score -214044.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Entering Unmasked Estep 
Score: -288612.593750 Penalty: 1386.655273
	Iteration 0F: 2 clusters Score -288612.6 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 2449 members 
Entering Unmasked Estep 
Score: -284607.750000 Penalty: 2773.310547
	Iteration 0F: 3 clusters Score -284607.8 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -285690.812500 Penalty: 2773.310547
	Iteration 1F: 3 clusters Score -285690.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -285866.343750 Penalty: 2773.310547
	Iteration 2F: 3 clusters Score -285866.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -286011.093750 Penalty: 2773.310547
	Iteration 3F: 3 clusters Score -286011.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -286134.125000 Penalty: 2773.310547
	Iteration 4Q: 3 clusters Score -286134.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -286234.656250 Penalty: 2773.310547
	Iteration 5Q: 3 clusters Score -286234.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -286343.562500 Penalty: 2773.310547
	Iteration 6Q: 3 clusters Score -286343.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -286456.750000 Penalty: 2773.310547
	Iteration 7Q: 3 clusters Score -286456.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -286592.906250 Penalty: 2773.310547
	Iteration 8Q: 3 clusters Score -286592.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -286721.906250 Penalty: 2773.310547
	Iteration 9Q: 3 clusters Score -286721.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -286861.375000 Penalty: 2773.310547
	Iteration 10Q: 3 clusters Score -286861.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -286991.781250 Penalty: 2773.310547
	Iteration 11Q: 3 clusters Score -286991.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -287087.781250 Penalty: 2773.310547
	Iteration 12Q: 3 clusters Score -287087.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -287171.406250 Penalty: 2773.310547
	Iteration 13Q: 3 clusters Score -287171.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -287222.750000 Penalty: 2773.310547
	Iteration 14Q: 3 clusters Score -287222.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -287272.031250 Penalty: 2773.310547
	Iteration 15Q: 3 clusters Score -287272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -287304.937500 Penalty: 2773.310547
	Iteration 16Q: 3 clusters Score -287304.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -287318.687500 Penalty: 2773.310547
	Iteration 17Q: 3 clusters Score -287318.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -287331.375000 Penalty: 2773.310547
	Iteration 18Q: 3 clusters Score -287331.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -287350.156250 Penalty: 2773.310547
	Iteration 19Q: 3 clusters Score -287350.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -287363.781250 Penalty: 2773.310547
	Iteration 20F: 3 clusters Score -287363.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -287368.656250 Penalty: 2773.310547
	Iteration 21Q: 3 clusters Score -287368.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -287377.281250 Penalty: 2773.310547
	Iteration 22Q: 3 clusters Score -287377.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -287383.187500 Penalty: 2773.310547
	Iteration 23Q: 3 clusters Score -287383.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -287385.093750 Penalty: 2773.310547
	Iteration 24Q: 3 clusters Score -287385.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -287387.250000 Penalty: 2773.310547
	Iteration 25Q: 3 clusters Score -287387.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -287388.437500 Penalty: 2773.310547
	Iteration 26Q: 3 clusters Score -287388.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -287389.031250 Penalty: 2773.310547
	Iteration 27Q: 3 clusters Score -287389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -287389.625000 Penalty: 2773.310547
	Iteration 28Q: 3 clusters Score -287389.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -287391.156250 Penalty: 2773.310547
	Iteration 29Q: 3 clusters Score -287391.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -287391.156250 Penalty: 2773.310547
	Iteration 30F: 3 clusters Score -287391.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Entering Unmasked Estep 
Score: -2323943.750000 Penalty: 1740.731445
	Iteration 0F: 2 clusters Score -2323944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -2293858.750000 Penalty: 3481.462891
	Iteration 0F: 3 clusters Score -2293859 nChanged 21027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -2305977.250000 Penalty: 3481.462891
	Iteration 1F: 3 clusters Score -2305977 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -2306507.250000 Penalty: 3481.462891
	Iteration 2Q: 3 clusters Score -2306507 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -2307113.250000 Penalty: 3481.462891
	Iteration 3Q: 3 clusters Score -2307113 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -2307918.500000 Penalty: 3481.462891
	Iteration 4Q: 3 clusters Score -2307918 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -2308984.250000 Penalty: 3481.462891
	Iteration 5Q: 3 clusters Score -2308984 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -2310561.000000 Penalty: 3481.462891
	Iteration 6F: 3 clusters Score -2310561 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -2312753.000000 Penalty: 3481.462891
	Iteration 7F: 3 clusters Score -2312753 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -2315142.000000 Penalty: 3481.462891
	Iteration 8F: 3 clusters Score -2315142 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -2316706.000000 Penalty: 3481.462891
	Iteration 9F: 3 clusters Score -2316706 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -2317426.250000 Penalty: 3481.462891
	Iteration 10Q: 3 clusters Score -2317426 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -2317758.000000 Penalty: 3481.462891
	Iteration 11Q: 3 clusters Score -2317758 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -2318029.750000 Penalty: 3481.462891
	Iteration 12Q: 3 clusters Score -2318030 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 33489 members 
Entering Unmasked Estep 
Score: -2318268.250000 Penalty: 3481.462891
	Iteration 13Q: 3 clusters Score -2318268 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -2318503.750000 Penalty: 3481.462891
	Iteration 14Q: 3 clusters Score -2318504 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -2318750.750000 Penalty: 3481.462891
	Iteration 15Q: 3 clusters Score -2318751 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -2319014.750000 Penalty: 3481.462891
	Iteration 16Q: 3 clusters Score -2319015 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -2319288.500000 Penalty: 3481.462891
	Iteration 17Q: 3 clusters Score -2319288 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -2319558.750000 Penalty: 3481.462891
	Iteration 18Q: 3 clusters Score -2319559 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -2319834.000000 Penalty: 3481.462891
	Iteration 19Q: 3 clusters Score -2319834 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -2320122.250000 Penalty: 3481.462891
	Iteration 20F: 3 clusters Score -2320122 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -2320387.250000 Penalty: 3481.462891
	Iteration 21Q: 3 clusters Score -2320387 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -2320621.500000 Penalty: 3481.462891
	Iteration 22Q: 3 clusters Score -2320622 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -2320827.000000 Penalty: 3481.462891
	Iteration 23Q: 3 clusters Score -2320827 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -2321018.000000 Penalty: 3481.462891
	Iteration 24Q: 3 clusters Score -2321018 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -2321221.250000 Penalty: 3481.462891
	Iteration 25Q: 3 clusters Score -2321221 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -2321395.500000 Penalty: 3481.462891
	Iteration 26Q: 3 clusters Score -2321396 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -2321559.000000 Penalty: 3481.462891
	Iteration 27Q: 3 clusters Score -2321559 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
Score: -2321702.000000 Penalty: 3481.462891
	Iteration 28Q: 3 clusters Score -2321702 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -2321841.750000 Penalty: 3481.462891
	Iteration 29Q: 3 clusters Score -2321842 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -2321957.750000 Penalty: 3481.462891
	Iteration 30Q: 3 clusters Score -2321958 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -2322042.500000 Penalty: 3481.462891
	Iteration 31Q: 3 clusters Score -2322042 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -2322116.000000 Penalty: 3481.462891
	Iteration 32Q: 3 clusters Score -2322116 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 43073 members 
Entering Unmasked Estep 
Score: -2322197.750000 Penalty: 3481.462891
	Iteration 33Q: 3 clusters Score -2322198 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 43238 members 
Entering Unmasked Estep 
Score: -2322262.750000 Penalty: 3481.462891
	Iteration 34Q: 3 clusters Score -2322263 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -2322310.500000 Penalty: 3481.462891
	Iteration 35Q: 3 clusters Score -2322310 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -2322343.750000 Penalty: 3481.462891
	Iteration 36Q: 3 clusters Score -2322344 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -2322383.250000 Penalty: 3481.462891
	Iteration 37Q: 3 clusters Score -2322383 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -2322413.500000 Penalty: 3481.462891
	Iteration 38Q: 3 clusters Score -2322414 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 43743 members 
Entering Unmasked Estep 
Score: -2322443.250000 Penalty: 3481.462891
	Iteration 39Q: 3 clusters Score -2322443 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -2322478.000000 Penalty: 3481.462891
	Iteration 40F: 3 clusters Score -2322478 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -2322506.250000 Penalty: 3481.462891
	Iteration 41Q: 3 clusters Score -2322506 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -2322522.500000 Penalty: 3481.462891
	Iteration 42Q: 3 clusters Score -2322522 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -2322539.500000 Penalty: 3481.462891
	Iteration 43Q: 3 clusters Score -2322540 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -2322554.500000 Penalty: 3481.462891
	Iteration 44Q: 3 clusters Score -2322554 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 44039 members 
Entering Unmasked Estep 
Score: -2322575.500000 Penalty: 3481.462891
	Iteration 45Q: 3 clusters Score -2322576 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 44077 members 
Entering Unmasked Estep 
Score: -2322597.750000 Penalty: 3481.462891
	Iteration 46Q: 3 clusters Score -2322598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 44101 members 
Entering Unmasked Estep 
Score: -2322601.500000 Penalty: 3481.462891
	Iteration 47Q: 3 clusters Score -2322602 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 44119 members 
Entering Unmasked Estep 
Score: -2322617.500000 Penalty: 3481.462891
	Iteration 48Q: 3 clusters Score -2322618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 44135 members 
Entering Unmasked Estep 
Score: -2322622.500000 Penalty: 3481.462891
	Iteration 49Q: 3 clusters Score -2322622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -2322628.500000 Penalty: 3481.462891
	Iteration 50Q: 3 clusters Score -2322628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 44160 members 
Entering Unmasked Estep 
Score: -2322628.250000 Penalty: 3481.462891
	Iteration 51Q: 3 clusters Score -2322628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -2322631.250000 Penalty: 3481.462891
	Iteration 52Q: 3 clusters Score -2322631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 44181 members 
Entering Unmasked Estep 
Score: -2322633.000000 Penalty: 3481.462891
	Iteration 53Q: 3 clusters Score -2322633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 44187 members 
Entering Unmasked Estep 
Score: -2322635.250000 Penalty: 3481.462891
	Iteration 54Q: 3 clusters Score -2322635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -2322638.500000 Penalty: 3481.462891
	Iteration 55Q: 3 clusters Score -2322638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 44197 members 
Entering Unmasked Estep 
Score: -2322636.250000 Penalty: 3481.462891
	Iteration 56Q: 3 clusters Score -2322636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 44203 members 
Entering Unmasked Estep 
Score: -2322637.750000 Penalty: 3481.462891
	Iteration 57Q: 3 clusters Score -2322638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -2322636.250000 Penalty: 3481.462891
	Iteration 58Q: 3 clusters Score -2322636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -2322636.250000 Penalty: 3481.462891
	Iteration 59F: 3 clusters Score -2322636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Entering Unmasked Estep 
Score: -595849.625000 Penalty: 1521.274048
	Iteration 0F: 2 clusters Score -595849.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -587638.312500 Penalty: 3042.548096
	Iteration 0F: 3 clusters Score -587638.3 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -590376.500000 Penalty: 3042.548096
	Iteration 1F: 3 clusters Score -590376.5 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -590607.937500 Penalty: 3042.548096
	Iteration 2F: 3 clusters Score -590607.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -590773.687500 Penalty: 3042.548096
	Iteration 3Q: 3 clusters Score -590773.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -590920.812500 Penalty: 3042.548096
	Iteration 4Q: 3 clusters Score -590920.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -591050.375000 Penalty: 3042.548096
	Iteration 5Q: 3 clusters Score -591050.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -591161.875000 Penalty: 3042.548096
	Iteration 6Q: 3 clusters Score -591161.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -591270.250000 Penalty: 3042.548096
	Iteration 7Q: 3 clusters Score -591270.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -591374.125000 Penalty: 3042.548096
	Iteration 8Q: 3 clusters Score -591374.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -591481.250000 Penalty: 3042.548096
	Iteration 9Q: 3 clusters Score -591481.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -591617.750000 Penalty: 3042.548096
	Iteration 10Q: 3 clusters Score -591617.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -591784.625000 Penalty: 3042.548096
	Iteration 11Q: 3 clusters Score -591784.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -592031.562500 Penalty: 3042.548096
	Iteration 12Q: 3 clusters Score -592031.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -592335.750000 Penalty: 3042.548096
	Iteration 13Q: 3 clusters Score -592335.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -592716.750000 Penalty: 3042.548096
	Iteration 14Q: 3 clusters Score -592716.8 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -593133.625000 Penalty: 3042.548096
	Iteration 15Q: 3 clusters Score -593133.6 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -593523.875000 Penalty: 3042.548096
	Iteration 16Q: 3 clusters Score -593523.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -593858.937500 Penalty: 3042.548096
	Iteration 17Q: 3 clusters Score -593858.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -594119.000000 Penalty: 3042.548096
	Iteration 18Q: 3 clusters Score -594119 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -594261.750000 Penalty: 3042.548096
	Iteration 19Q: 3 clusters Score -594261.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -594339.250000 Penalty: 3042.548096
	Iteration 20F: 3 clusters Score -594339.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -594393.000000 Penalty: 3042.548096
	Iteration 21Q: 3 clusters Score -594393 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -594429.875000 Penalty: 3042.548096
	Iteration 22Q: 3 clusters Score -594429.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -594466.687500 Penalty: 3042.548096
	Iteration 23Q: 3 clusters Score -594466.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -594497.187500 Penalty: 3042.548096
	Iteration 24Q: 3 clusters Score -594497.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -594510.875000 Penalty: 3042.548096
	Iteration 25Q: 3 clusters Score -594510.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -594518.625000 Penalty: 3042.548096
	Iteration 26Q: 3 clusters Score -594518.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -594524.000000 Penalty: 3042.548096
	Iteration 27Q: 3 clusters Score -594524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -594531.062500 Penalty: 3042.548096
	Iteration 28Q: 3 clusters Score -594531.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -594537.062500 Penalty: 3042.548096
	Iteration 29Q: 3 clusters Score -594537.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -594544.812500 Penalty: 3042.548096
	Iteration 30Q: 3 clusters Score -594544.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -594550.687500 Penalty: 3042.548096
	Iteration 31Q: 3 clusters Score -594550.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -594558.312500 Penalty: 3042.548096
	Iteration 32Q: 3 clusters Score -594558.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -594575.125000 Penalty: 3042.548096
	Iteration 33Q: 3 clusters Score -594575.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -594587.000000 Penalty: 3042.548096
	Iteration 34Q: 3 clusters Score -594587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -594595.625000 Penalty: 3042.548096
	Iteration 35Q: 3 clusters Score -594595.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -594603.750000 Penalty: 3042.548096
	Iteration 36Q: 3 clusters Score -594603.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -594606.250000 Penalty: 3042.548096
	Iteration 37Q: 3 clusters Score -594606.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -594607.875000 Penalty: 3042.548096
	Iteration 38Q: 3 clusters Score -594607.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -594607.937500 Penalty: 3042.548096
	Iteration 39Q: 3 clusters Score -594607.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -594607.937500 Penalty: 3042.548096
	Iteration 40F: 3 clusters Score -594607.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Entering Unmasked Estep 
Score: -115690.203125 Penalty: 1281.243652
	Iteration 0F: 2 clusters Score -115690.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -113165.695312 Penalty: 2562.487305
	Iteration 0F: 3 clusters Score -113165.7 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -113772.445312 Penalty: 2562.487305
	Iteration 1F: 3 clusters Score -113772.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -113941.921875 Penalty: 2562.487305
	Iteration 2F: 3 clusters Score -113941.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -114054.179688 Penalty: 2562.487305
	Iteration 3F: 3 clusters Score -114054.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -114131.507812 Penalty: 2562.487305
	Iteration 4Q: 3 clusters Score -114131.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -114189.835938 Penalty: 2562.487305
	Iteration 5Q: 3 clusters Score -114189.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -114231.023438 Penalty: 2562.487305
	Iteration 6Q: 3 clusters Score -114231 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -114276.000000 Penalty: 2562.487305
	Iteration 7Q: 3 clusters Score -114276 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -114310.187500 Penalty: 2562.487305
	Iteration 8Q: 3 clusters Score -114310.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -114332.328125 Penalty: 2562.487305
	Iteration 9Q: 3 clusters Score -114332.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -114352.414062 Penalty: 2562.487305
	Iteration 10Q: 3 clusters Score -114352.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -114368.851562 Penalty: 2562.487305
	Iteration 11Q: 3 clusters Score -114368.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -114391.734375 Penalty: 2562.487305
	Iteration 12Q: 3 clusters Score -114391.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -114402.718750 Penalty: 2562.487305
	Iteration 13Q: 3 clusters Score -114402.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -114412.257812 Penalty: 2562.487305
	Iteration 14Q: 3 clusters Score -114412.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -114418.375000 Penalty: 2562.487305
	Iteration 15Q: 3 clusters Score -114418.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -114425.460938 Penalty: 2562.487305
	Iteration 16Q: 3 clusters Score -114425.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -114438.765625 Penalty: 2562.487305
	Iteration 17Q: 3 clusters Score -114438.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -114454.390625 Penalty: 2562.487305
	Iteration 18Q: 3 clusters Score -114454.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -114464.523438 Penalty: 2562.487305
	Iteration 19Q: 3 clusters Score -114464.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -114470.468750 Penalty: 2562.487305
	Iteration 20F: 3 clusters Score -114470.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -114476.171875 Penalty: 2562.487305
	Iteration 21Q: 3 clusters Score -114476.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -114484.203125 Penalty: 2562.487305
	Iteration 22Q: 3 clusters Score -114484.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -114488.914062 Penalty: 2562.487305
	Iteration 23Q: 3 clusters Score -114488.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -114499.929688 Penalty: 2562.487305
	Iteration 24Q: 3 clusters Score -114499.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -114510.109375 Penalty: 2562.487305
	Iteration 25Q: 3 clusters Score -114510.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -114518.382812 Penalty: 2562.487305
	Iteration 26Q: 3 clusters Score -114518.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -114529.585938 Penalty: 2562.487305
	Iteration 27Q: 3 clusters Score -114529.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -114540.773438 Penalty: 2562.487305
	Iteration 28Q: 3 clusters Score -114540.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -114548.992188 Penalty: 2562.487305
	Iteration 29Q: 3 clusters Score -114549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -114557.609375 Penalty: 2562.487305
	Iteration 30Q: 3 clusters Score -114557.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -114566.164062 Penalty: 2562.487305
	Iteration 31Q: 3 clusters Score -114566.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -114571.523438 Penalty: 2562.487305
	Iteration 32Q: 3 clusters Score -114571.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -114578.679688 Penalty: 2562.487305
	Iteration 33Q: 3 clusters Score -114578.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -114586.351562 Penalty: 2562.487305
	Iteration 34Q: 3 clusters Score -114586.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -114593.343750 Penalty: 2562.487305
	Iteration 35Q: 3 clusters Score -114593.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -114599.929688 Penalty: 2562.487305
	Iteration 36Q: 3 clusters Score -114599.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -114610.960938 Penalty: 2562.487305
	Iteration 37Q: 3 clusters Score -114611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -114620.890625 Penalty: 2562.487305
	Iteration 38Q: 3 clusters Score -114620.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -114626.312500 Penalty: 2562.487305
	Iteration 39Q: 3 clusters Score -114626.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -114631.218750 Penalty: 2562.487305
	Iteration 40F: 3 clusters Score -114631.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -114635.656250 Penalty: 2562.487305
	Iteration 41Q: 3 clusters Score -114635.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -114640.210938 Penalty: 2562.487305
	Iteration 42Q: 3 clusters Score -114640.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -114646.500000 Penalty: 2562.487305
	Iteration 43Q: 3 clusters Score -114646.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -114650.640625 Penalty: 2562.487305
	Iteration 44Q: 3 clusters Score -114650.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -114654.617188 Penalty: 2562.487305
	Iteration 45Q: 3 clusters Score -114654.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -114656.687500 Penalty: 2562.487305
	Iteration 46Q: 3 clusters Score -114656.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -114658.406250 Penalty: 2562.487305
	Iteration 47Q: 3 clusters Score -114658.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -114660.304688 Penalty: 2562.487305
	Iteration 48Q: 3 clusters Score -114660.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -114662.109375 Penalty: 2562.487305
	Iteration 49Q: 3 clusters Score -114662.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -114662.476562 Penalty: 2562.487305
	Iteration 50Q: 3 clusters Score -114662.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -114662.476562 Penalty: 2562.487305
	Iteration 51F: 3 clusters Score -114662.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (142365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142365 members 
Entering Unmasked Estep 
Score: -7167627.000000 Penalty: 1928.249390
	Iteration 0F: 2 clusters Score -7167627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71242 members 
Mstep: Class 2 contains 71123 members 
Entering Unmasked Estep 
Score: -7071752.500000 Penalty: 3856.498779
	Iteration 0F: 3 clusters Score -7071752 nChanged 68955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71169 members 
Mstep: Class 2 contains 71196 members 
Entering Unmasked Estep 
Score: -7112680.000000 Penalty: 3856.498779
	Iteration 1F: 3 clusters Score -7112680 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71509 members 
Mstep: Class 2 contains 70856 members 
Entering Unmasked Estep 
Score: -7113736.500000 Penalty: 3856.498779
	Iteration 2Q: 3 clusters Score -7113736 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72040 members 
Mstep: Class 2 contains 70325 members 
Entering Unmasked Estep 
Score: -7114924.500000 Penalty: 3856.498779
	Iteration 3Q: 3 clusters Score -7114924 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72801 members 
Mstep: Class 2 contains 69564 members 
Entering Unmasked Estep 
Score: -7116391.500000 Penalty: 3856.498779
	Iteration 4Q: 3 clusters Score -7116392 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73959 members 
Mstep: Class 2 contains 68406 members 
Entering Unmasked Estep 
Score: -7118214.000000 Penalty: 3856.498779
	Iteration 5Q: 3 clusters Score -7118214 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75700 members 
Mstep: Class 2 contains 66665 members 
Entering Unmasked Estep 
Score: -7120420.000000 Penalty: 3856.498779
	Iteration 6Q: 3 clusters Score -7120420 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78052 members 
Mstep: Class 2 contains 64313 members 
Entering Unmasked Estep 
Score: -7123154.000000 Penalty: 3856.498779
	Iteration 7Q: 3 clusters Score -7123154 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81135 members 
Mstep: Class 2 contains 61230 members 
Entering Unmasked Estep 
Score: -7126911.500000 Penalty: 3856.498779
	Iteration 8Q: 3 clusters Score -7126912 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84718 members 
Mstep: Class 2 contains 57647 members 
Entering Unmasked Estep 
Score: -7131648.000000 Penalty: 3856.498779
	Iteration 9F: 3 clusters Score -7131648 nChanged 8096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88500 members 
Mstep: Class 2 contains 53865 members 
Entering Unmasked Estep 
Score: -7137305.500000 Penalty: 3856.498779
	Iteration 10F: 3 clusters Score -7137306 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91724 members 
Mstep: Class 2 contains 50641 members 
Entering Unmasked Estep 
Score: -7142486.500000 Penalty: 3856.498779
	Iteration 11F: 3 clusters Score -7142486 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94164 members 
Mstep: Class 2 contains 48201 members 
Entering Unmasked Estep 
Score: -7145524.500000 Penalty: 3856.498779
	Iteration 12Q: 3 clusters Score -7145524 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96338 members 
Mstep: Class 2 contains 46027 members 
Entering Unmasked Estep 
Score: -7146953.000000 Penalty: 3856.498779
	Iteration 13Q: 3 clusters Score -7146953 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98353 members 
Mstep: Class 2 contains 44012 members 
Entering Unmasked Estep 
Score: -7147690.500000 Penalty: 3856.498779
	Iteration 14Q: 3 clusters Score -7147690 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100394 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -7148308.000000 Penalty: 3856.498779
	Iteration 15Q: 3 clusters Score -7148308 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102551 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -7148925.000000 Penalty: 3856.498779
	Iteration 16Q: 3 clusters Score -7148925 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104861 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -7149698.000000 Penalty: 3856.498779
	Iteration 17Q: 3 clusters Score -7149698 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107279 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -7150546.000000 Penalty: 3856.498779
	Iteration 18Q: 3 clusters Score -7150546 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109856 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -7151581.500000 Penalty: 3856.498779
	Iteration 19Q: 3 clusters Score -7151582 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112402 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -7152618.500000 Penalty: 3856.498779
	Iteration 20F: 3 clusters Score -7152618 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114970 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -7153735.000000 Penalty: 3856.498779
	Iteration 21Q: 3 clusters Score -7153735 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117594 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -7154950.000000 Penalty: 3856.498779
	Iteration 22Q: 3 clusters Score -7154950 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120090 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -7156072.000000 Penalty: 3856.498779
	Iteration 23Q: 3 clusters Score -7156072 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122557 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -7157205.500000 Penalty: 3856.498779
	Iteration 24Q: 3 clusters Score -7157206 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124940 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -7158416.000000 Penalty: 3856.498779
	Iteration 25Q: 3 clusters Score -7158416 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127201 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -7159540.000000 Penalty: 3856.498779
	Iteration 26Q: 3 clusters Score -7159540 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129305 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -7160658.000000 Penalty: 3856.498779
	Iteration 27Q: 3 clusters Score -7160658 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131249 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -7161731.500000 Penalty: 3856.498779
	Iteration 28Q: 3 clusters Score -7161732 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132970 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -7162798.500000 Penalty: 3856.498779
	Iteration 29Q: 3 clusters Score -7162798 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134429 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -7163565.500000 Penalty: 3856.498779
	Iteration 30Q: 3 clusters Score -7163566 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135646 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -7164301.000000 Penalty: 3856.498779
	Iteration 31Q: 3 clusters Score -7164301 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136620 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -7164885.000000 Penalty: 3856.498779
	Iteration 32Q: 3 clusters Score -7164885 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137416 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -7165315.000000 Penalty: 3856.498779
	Iteration 33Q: 3 clusters Score -7165315 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138024 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -7165615.000000 Penalty: 3856.498779
	Iteration 34Q: 3 clusters Score -7165615 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138507 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -7165782.500000 Penalty: 3856.498779
	Iteration 35Q: 3 clusters Score -7165782 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138895 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -7165933.000000 Penalty: 3856.498779
	Iteration 36Q: 3 clusters Score -7165933 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139210 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -7166052.500000 Penalty: 3856.498779
	Iteration 37Q: 3 clusters Score -7166052 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139480 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -7166164.500000 Penalty: 3856.498779
	Iteration 38Q: 3 clusters Score -7166164 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139702 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -7166241.500000 Penalty: 3856.498779
	Iteration 39Q: 3 clusters Score -7166242 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139882 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -7166300.500000 Penalty: 3856.498779
	Iteration 40F: 3 clusters Score -7166300 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140034 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -7166335.000000 Penalty: 3856.498779
	Iteration 41Q: 3 clusters Score -7166335 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140157 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -7166363.500000 Penalty: 3856.498779
	Iteration 42Q: 3 clusters Score -7166364 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140247 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -7166364.500000 Penalty: 3856.498779
	Iteration 43Q: 3 clusters Score -7166364 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140332 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -7166393.000000 Penalty: 3856.498779
	Iteration 44Q: 3 clusters Score -7166393 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140402 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -7166405.500000 Penalty: 3856.498779
	Iteration 45Q: 3 clusters Score -7166406 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140452 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -7166414.000000 Penalty: 3856.498779
	Iteration 46Q: 3 clusters Score -7166414 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140486 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -7166422.000000 Penalty: 3856.498779
	Iteration 47Q: 3 clusters Score -7166422 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140520 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -7166421.500000 Penalty: 3856.498779
	Iteration 48Q: 3 clusters Score -7166422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140548 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -7166422.500000 Penalty: 3856.498779
	Iteration 49Q: 3 clusters Score -7166422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140575 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -7166438.500000 Penalty: 3856.498779
	Iteration 50Q: 3 clusters Score -7166438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140596 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -7166435.000000 Penalty: 3856.498779
	Iteration 51Q: 3 clusters Score -7166435 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140616 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -7166438.500000 Penalty: 3856.498779
	Iteration 52Q: 3 clusters Score -7166438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140636 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -7166455.000000 Penalty: 3856.498779
	Iteration 53Q: 3 clusters Score -7166455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140651 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -7166454.000000 Penalty: 3856.498779
	Iteration 54Q: 3 clusters Score -7166454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140659 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -7166458.500000 Penalty: 3856.498779
	Iteration 55Q: 3 clusters Score -7166458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140666 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -7166455.500000 Penalty: 3856.498779
	Iteration 56Q: 3 clusters Score -7166456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140669 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -7166450.000000 Penalty: 3856.498779
	Iteration 57Q: 3 clusters Score -7166450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140671 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -7166452.000000 Penalty: 3856.498779
	Iteration 58Q: 3 clusters Score -7166452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140678 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -7166464.500000 Penalty: 3856.498779
	Iteration 59Q: 3 clusters Score -7166464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140685 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -7166467.500000 Penalty: 3856.498779
	Iteration 60F: 3 clusters Score -7166468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140688 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -7166464.000000 Penalty: 3856.498779
	Iteration 61Q: 3 clusters Score -7166464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140690 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -7166463.500000 Penalty: 3856.498779
	Iteration 62Q: 3 clusters Score -7166464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140693 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -7166458.500000 Penalty: 3856.498779
	Iteration 63Q: 3 clusters Score -7166458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140700 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -7166462.500000 Penalty: 3856.498779
	Iteration 64Q: 3 clusters Score -7166462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140699 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -7166463.500000 Penalty: 3856.498779
	Iteration 65Q: 3 clusters Score -7166464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140699 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -7166463.500000 Penalty: 3856.498779
	Iteration 66F: 3 clusters Score -7166464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Entering Unmasked Estep 
Score: -1070807.500000 Penalty: 1609.673828
	Iteration 0F: 2 clusters Score -1070808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1057239.875000 Penalty: 3219.347656
	Iteration 0F: 3 clusters Score -1057240 nChanged 9017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1062283.875000 Penalty: 3219.347656
	Iteration 1F: 3 clusters Score -1062284 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1062875.625000 Penalty: 3219.347656
	Iteration 2F: 3 clusters Score -1062876 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1063586.875000 Penalty: 3219.347656
	Iteration 3F: 3 clusters Score -1063587 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1064317.250000 Penalty: 3219.347656
	Iteration 4F: 3 clusters Score -1064317 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1065165.000000 Penalty: 3219.347656
	Iteration 5F: 3 clusters Score -1065165 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1066270.875000 Penalty: 3219.347656
	Iteration 6F: 3 clusters Score -1066271 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1067600.625000 Penalty: 3219.347656
	Iteration 7F: 3 clusters Score -1067601 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1068680.000000 Penalty: 3219.347656
	Iteration 8F: 3 clusters Score -1068680 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1069259.875000 Penalty: 3219.347656
	Iteration 9Q: 3 clusters Score -1069260 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1069534.125000 Penalty: 3219.347656
	Iteration 10Q: 3 clusters Score -1069534 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1069662.000000 Penalty: 3219.347656
	Iteration 11Q: 3 clusters Score -1069662 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1069732.625000 Penalty: 3219.347656
	Iteration 12Q: 3 clusters Score -1069733 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1069776.375000 Penalty: 3219.347656
	Iteration 13Q: 3 clusters Score -1069776 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1069802.625000 Penalty: 3219.347656
	Iteration 14Q: 3 clusters Score -1069803 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1069825.500000 Penalty: 3219.347656
	Iteration 15Q: 3 clusters Score -1069826 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -1069832.625000 Penalty: 3219.347656
	Iteration 16Q: 3 clusters Score -1069833 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1069844.000000 Penalty: 3219.347656
	Iteration 17Q: 3 clusters Score -1069844 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1069855.625000 Penalty: 3219.347656
	Iteration 18Q: 3 clusters Score -1069856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1069857.875000 Penalty: 3219.347656
	Iteration 19Q: 3 clusters Score -1069858 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1069862.625000 Penalty: 3219.347656
	Iteration 20F: 3 clusters Score -1069863 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -1069869.125000 Penalty: 3219.347656
	Iteration 21Q: 3 clusters Score -1069869 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1069871.000000 Penalty: 3219.347656
	Iteration 22Q: 3 clusters Score -1069871 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1069877.000000 Penalty: 3219.347656
	Iteration 23Q: 3 clusters Score -1069877 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1069879.375000 Penalty: 3219.347656
	Iteration 24Q: 3 clusters Score -1069879 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1069882.875000 Penalty: 3219.347656
	Iteration 25Q: 3 clusters Score -1069883 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1069888.500000 Penalty: 3219.347656
	Iteration 26Q: 3 clusters Score -1069888 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1069896.250000 Penalty: 3219.347656
	Iteration 27Q: 3 clusters Score -1069896 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -1069898.625000 Penalty: 3219.347656
	Iteration 28Q: 3 clusters Score -1069899 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1069902.000000 Penalty: 3219.347656
	Iteration 29Q: 3 clusters Score -1069902 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -1069905.750000 Penalty: 3219.347656
	Iteration 30Q: 3 clusters Score -1069906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1069905.250000 Penalty: 3219.347656
	Iteration 31Q: 3 clusters Score -1069905 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1069907.625000 Penalty: 3219.347656
	Iteration 32Q: 3 clusters Score -1069908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1069908.750000 Penalty: 3219.347656
	Iteration 33Q: 3 clusters Score -1069909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1069908.125000 Penalty: 3219.347656
	Iteration 34Q: 3 clusters Score -1069908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1069909.750000 Penalty: 3219.347656
	Iteration 35Q: 3 clusters Score -1069910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1069907.750000 Penalty: 3219.347656
	Iteration 36Q: 3 clusters Score -1069908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1069911.250000 Penalty: 3219.347656
	Iteration 37Q: 3 clusters Score -1069911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1069909.625000 Penalty: 3219.347656
	Iteration 38Q: 3 clusters Score -1069910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1069912.250000 Penalty: 3219.347656
	Iteration 39Q: 3 clusters Score -1069912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1069912.750000 Penalty: 3219.347656
	Iteration 40F: 3 clusters Score -1069913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1069915.750000 Penalty: 3219.347656
	Iteration 41Q: 3 clusters Score -1069916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1069915.000000 Penalty: 3219.347656
	Iteration 42Q: 3 clusters Score -1069915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -1069915.125000 Penalty: 3219.347656
	Iteration 43Q: 3 clusters Score -1069915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1069914.000000 Penalty: 3219.347656
	Iteration 44Q: 3 clusters Score -1069914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1069918.750000 Penalty: 3219.347656
	Iteration 45Q: 3 clusters Score -1069919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1069917.750000 Penalty: 3219.347656
	Iteration 46Q: 3 clusters Score -1069918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1069920.500000 Penalty: 3219.347656
	Iteration 47Q: 3 clusters Score -1069920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1069921.250000 Penalty: 3219.347656
	Iteration 48Q: 3 clusters Score -1069921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1069922.750000 Penalty: 3219.347656
	Iteration 49Q: 3 clusters Score -1069923 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1069926.000000 Penalty: 3219.347656
	Iteration 50Q: 3 clusters Score -1069926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1069925.500000 Penalty: 3219.347656
	Iteration 51Q: 3 clusters Score -1069926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1069927.125000 Penalty: 3219.347656
	Iteration 52Q: 3 clusters Score -1069927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -1069928.625000 Penalty: 3219.347656
	Iteration 53Q: 3 clusters Score -1069929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1069930.250000 Penalty: 3219.347656
	Iteration 54Q: 3 clusters Score -1069930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1069930.375000 Penalty: 3219.347656
	Iteration 55Q: 3 clusters Score -1069930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -1069927.875000 Penalty: 3219.347656
	Iteration 56Q: 3 clusters Score -1069928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -1069932.500000 Penalty: 3219.347656
	Iteration 57Q: 3 clusters Score -1069932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1069933.750000 Penalty: 3219.347656
	Iteration 58Q: 3 clusters Score -1069934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -1069931.500000 Penalty: 3219.347656
	Iteration 59Q: 3 clusters Score -1069932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -1069931.375000 Penalty: 3219.347656
	Iteration 60F: 3 clusters Score -1069931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1069932.125000 Penalty: 3219.347656
	Iteration 61Q: 3 clusters Score -1069932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1069933.625000 Penalty: 3219.347656
	Iteration 62Q: 3 clusters Score -1069934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1069933.000000 Penalty: 3219.347656
	Iteration 63Q: 3 clusters Score -1069933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1069935.125000 Penalty: 3219.347656
	Iteration 64Q: 3 clusters Score -1069935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -1069934.750000 Penalty: 3219.347656
	Iteration 65Q: 3 clusters Score -1069935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -1069936.250000 Penalty: 3219.347656
	Iteration 66Q: 3 clusters Score -1069936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1069937.875000 Penalty: 3219.347656
	Iteration 67Q: 3 clusters Score -1069938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1069935.875000 Penalty: 3219.347656
	Iteration 68Q: 3 clusters Score -1069936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1069937.875000 Penalty: 3219.347656
	Iteration 69Q: 3 clusters Score -1069938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1069940.625000 Penalty: 3219.347656
	Iteration 70Q: 3 clusters Score -1069941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1069940.375000 Penalty: 3219.347656
	Iteration 71Q: 3 clusters Score -1069940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1069940.375000 Penalty: 3219.347656
	Iteration 72Q: 3 clusters Score -1069940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1069941.000000 Penalty: 3219.347656
	Iteration 73Q: 3 clusters Score -1069941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1069940.875000 Penalty: 3219.347656
	Iteration 74Q: 3 clusters Score -1069941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -1069942.500000 Penalty: 3219.347656
	Iteration 75Q: 3 clusters Score -1069942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -1069940.875000 Penalty: 3219.347656
	Iteration 76Q: 3 clusters Score -1069941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -1069940.125000 Penalty: 3219.347656
	Iteration 77Q: 3 clusters Score -1069940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1069940.875000 Penalty: 3219.347656
	Iteration 78Q: 3 clusters Score -1069941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1069942.125000 Penalty: 3219.347656
	Iteration 79Q: 3 clusters Score -1069942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1069942.000000 Penalty: 3219.347656
	Iteration 80F: 3 clusters Score -1069942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1069941.875000 Penalty: 3219.347656
	Iteration 81Q: 3 clusters Score -1069942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -1069942.125000 Penalty: 3219.347656
	Iteration 82Q: 3 clusters Score -1069942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1069943.875000 Penalty: 3219.347656
	Iteration 83Q: 3 clusters Score -1069944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1069944.750000 Penalty: 3219.347656
	Iteration 84Q: 3 clusters Score -1069945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1069944.625000 Penalty: 3219.347656
	Iteration 85Q: 3 clusters Score -1069945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -1069945.875000 Penalty: 3219.347656
	Iteration 86Q: 3 clusters Score -1069946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -1069945.625000 Penalty: 3219.347656
	Iteration 87Q: 3 clusters Score -1069946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -1069946.000000 Penalty: 3219.347656
	Iteration 88Q: 3 clusters Score -1069946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -1069943.750000 Penalty: 3219.347656
	Iteration 89Q: 3 clusters Score -1069944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -1069945.750000 Penalty: 3219.347656
	Iteration 90Q: 3 clusters Score -1069946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -1069947.125000 Penalty: 3219.347656
	Iteration 91Q: 3 clusters Score -1069947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -1069947.500000 Penalty: 3219.347656
	Iteration 92Q: 3 clusters Score -1069948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1069948.000000 Penalty: 3219.347656
	Iteration 93Q: 3 clusters Score -1069948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1069946.500000 Penalty: 3219.347656
	Iteration 94Q: 3 clusters Score -1069946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -1069949.000000 Penalty: 3219.347656
	Iteration 95Q: 3 clusters Score -1069949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -1069949.500000 Penalty: 3219.347656
	Iteration 96Q: 3 clusters Score -1069950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1069948.375000 Penalty: 3219.347656
	Iteration 97Q: 3 clusters Score -1069948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1069949.250000 Penalty: 3219.347656
	Iteration 98Q: 3 clusters Score -1069949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -1069950.250000 Penalty: 3219.347656
	Iteration 99Q: 3 clusters Score -1069950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1069950.000000 Penalty: 3219.347656
	Iteration 100F: 3 clusters Score -1069950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Entering Unmasked Estep 
Score: -959078.562500 Penalty: 1601.135376
	Iteration 0F: 2 clusters Score -959078.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -945950.687500 Penalty: 3202.270752
	Iteration 0F: 3 clusters Score -945950.7 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -950698.437500 Penalty: 3202.270752
	Iteration 1F: 3 clusters Score -950698.4 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -951087.750000 Penalty: 3202.270752
	Iteration 2F: 3 clusters Score -951087.8 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -951495.812500 Penalty: 3202.270752
	Iteration 3Q: 3 clusters Score -951495.8 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -952033.062500 Penalty: 3202.270752
	Iteration 4F: 3 clusters Score -952033.1 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -952766.875000 Penalty: 3202.270752
	Iteration 5F: 3 clusters Score -952766.9 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -953597.750000 Penalty: 3202.270752
	Iteration 6F: 3 clusters Score -953597.8 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -954543.500000 Penalty: 3202.270752
	Iteration 7F: 3 clusters Score -954543.5 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -955470.687500 Penalty: 3202.270752
	Iteration 8F: 3 clusters Score -955470.7 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -956204.375000 Penalty: 3202.270752
	Iteration 9F: 3 clusters Score -956204.4 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -956752.625000 Penalty: 3202.270752
	Iteration 10Q: 3 clusters Score -956752.6 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -957157.187500 Penalty: 3202.270752
	Iteration 11Q: 3 clusters Score -957157.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -957394.062500 Penalty: 3202.270752
	Iteration 12Q: 3 clusters Score -957394.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -957528.000000 Penalty: 3202.270752
	Iteration 13Q: 3 clusters Score -957528 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -957604.687500 Penalty: 3202.270752
	Iteration 14Q: 3 clusters Score -957604.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -957659.625000 Penalty: 3202.270752
	Iteration 15Q: 3 clusters Score -957659.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -957700.687500 Penalty: 3202.270752
	Iteration 16Q: 3 clusters Score -957700.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -957735.500000 Penalty: 3202.270752
	Iteration 17Q: 3 clusters Score -957735.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -957761.687500 Penalty: 3202.270752
	Iteration 18Q: 3 clusters Score -957761.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -957784.750000 Penalty: 3202.270752
	Iteration 19Q: 3 clusters Score -957784.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -957805.875000 Penalty: 3202.270752
	Iteration 20F: 3 clusters Score -957805.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -957821.437500 Penalty: 3202.270752
	Iteration 21Q: 3 clusters Score -957821.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -957844.750000 Penalty: 3202.270752
	Iteration 22Q: 3 clusters Score -957844.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -957863.750000 Penalty: 3202.270752
	Iteration 23Q: 3 clusters Score -957863.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -957886.125000 Penalty: 3202.270752
	Iteration 24Q: 3 clusters Score -957886.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -957896.687500 Penalty: 3202.270752
	Iteration 25Q: 3 clusters Score -957896.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -957906.187500 Penalty: 3202.270752
	Iteration 26Q: 3 clusters Score -957906.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -957922.937500 Penalty: 3202.270752
	Iteration 27Q: 3 clusters Score -957922.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -957931.875000 Penalty: 3202.270752
	Iteration 28Q: 3 clusters Score -957931.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -957940.875000 Penalty: 3202.270752
	Iteration 29Q: 3 clusters Score -957940.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -957944.312500 Penalty: 3202.270752
	Iteration 30Q: 3 clusters Score -957944.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -957952.187500 Penalty: 3202.270752
	Iteration 31Q: 3 clusters Score -957952.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -957961.437500 Penalty: 3202.270752
	Iteration 32Q: 3 clusters Score -957961.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -957964.312500 Penalty: 3202.270752
	Iteration 33Q: 3 clusters Score -957964.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -957965.250000 Penalty: 3202.270752
	Iteration 34Q: 3 clusters Score -957965.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -957969.062500 Penalty: 3202.270752
	Iteration 35Q: 3 clusters Score -957969.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -957966.812500 Penalty: 3202.270752
	Iteration 36Q: 3 clusters Score -957966.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -957968.000000 Penalty: 3202.270752
	Iteration 37Q: 3 clusters Score -957968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -957973.812500 Penalty: 3202.270752
	Iteration 38Q: 3 clusters Score -957973.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -957973.437500 Penalty: 3202.270752
	Iteration 39Q: 3 clusters Score -957973.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -957977.000000 Penalty: 3202.270752
	Iteration 40F: 3 clusters Score -957977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -957977.125000 Penalty: 3202.270752
	Iteration 41Q: 3 clusters Score -957977.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -957977.812500 Penalty: 3202.270752
	Iteration 42Q: 3 clusters Score -957977.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -957982.187500 Penalty: 3202.270752
	Iteration 43Q: 3 clusters Score -957982.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -957981.625000 Penalty: 3202.270752
	Iteration 44Q: 3 clusters Score -957981.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -957984.625000 Penalty: 3202.270752
	Iteration 45Q: 3 clusters Score -957984.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -957986.687500 Penalty: 3202.270752
	Iteration 46Q: 3 clusters Score -957986.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -957990.312500 Penalty: 3202.270752
	Iteration 47Q: 3 clusters Score -957990.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -957992.500000 Penalty: 3202.270752
	Iteration 48Q: 3 clusters Score -957992.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -957997.687500 Penalty: 3202.270752
	Iteration 49Q: 3 clusters Score -957997.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -957998.437500 Penalty: 3202.270752
	Iteration 50Q: 3 clusters Score -957998.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -958003.187500 Penalty: 3202.270752
	Iteration 51Q: 3 clusters Score -958003.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -958004.125000 Penalty: 3202.270752
	Iteration 52Q: 3 clusters Score -958004.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -958006.000000 Penalty: 3202.270752
	Iteration 53Q: 3 clusters Score -958006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -958006.812500 Penalty: 3202.270752
	Iteration 54Q: 3 clusters Score -958006.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -958006.937500 Penalty: 3202.270752
	Iteration 55Q: 3 clusters Score -958006.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -958005.937500 Penalty: 3202.270752
	Iteration 56Q: 3 clusters Score -958005.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -958010.187500 Penalty: 3202.270752
	Iteration 57Q: 3 clusters Score -958010.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -958010.750000 Penalty: 3202.270752
	Iteration 58Q: 3 clusters Score -958010.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -958011.625000 Penalty: 3202.270752
	Iteration 59Q: 3 clusters Score -958011.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -958012.187500 Penalty: 3202.270752
	Iteration 60F: 3 clusters Score -958012.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -958013.250000 Penalty: 3202.270752
	Iteration 61Q: 3 clusters Score -958013.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -958014.687500 Penalty: 3202.270752
	Iteration 62Q: 3 clusters Score -958014.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -958014.125000 Penalty: 3202.270752
	Iteration 63Q: 3 clusters Score -958014.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -958012.687500 Penalty: 3202.270752
	Iteration 64Q: 3 clusters Score -958012.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -958012.687500 Penalty: 3202.270752
	Iteration 65F: 3 clusters Score -958012.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Entering Unmasked Estep 
Score: -60762.917969 Penalty: 1152.947876
	Iteration 0F: 2 clusters Score -60762.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -59157.242188 Penalty: 2305.895752
	Iteration 0F: 3 clusters Score -59157.24 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -59437.292969 Penalty: 2305.895752
	Iteration 1F: 3 clusters Score -59437.29 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -59503.371094 Penalty: 2305.895752
	Iteration 2F: 3 clusters Score -59503.37 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -59543.093750 Penalty: 2305.895752
	Iteration 3Q: 3 clusters Score -59543.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -59570.492188 Penalty: 2305.895752
	Iteration 4Q: 3 clusters Score -59570.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -59588.406250 Penalty: 2305.895752
	Iteration 5Q: 3 clusters Score -59588.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -59601.902344 Penalty: 2305.895752
	Iteration 6Q: 3 clusters Score -59601.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -59607.671875 Penalty: 2305.895752
	Iteration 7Q: 3 clusters Score -59607.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -59610.453125 Penalty: 2305.895752
	Iteration 8Q: 3 clusters Score -59610.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -59611.875000 Penalty: 2305.895752
	Iteration 9Q: 3 clusters Score -59611.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -59612.457031 Penalty: 2305.895752
	Iteration 10Q: 3 clusters Score -59612.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -59613.269531 Penalty: 2305.895752
	Iteration 11Q: 3 clusters Score -59613.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -59614.804688 Penalty: 2305.895752
	Iteration 12Q: 3 clusters Score -59614.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -59615.269531 Penalty: 2305.895752
	Iteration 13Q: 3 clusters Score -59615.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -59615.269531 Penalty: 2305.895752
	Iteration 14F: 3 clusters Score -59615.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (190066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190066 members 
Entering Unmasked Estep 
Score: -9979237.000000 Penalty: 1975.208008
	Iteration 0F: 2 clusters Score -9979237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95071 members 
Mstep: Class 2 contains 94995 members 
Entering Unmasked Estep 
Score: -9851864.000000 Penalty: 3950.416016
	Iteration 0F: 3 clusters Score -9851864 nChanged 91786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96011 members 
Mstep: Class 2 contains 94055 members 
Entering Unmasked Estep 
Score: -9906454.000000 Penalty: 3950.416016
	Iteration 1F: 3 clusters Score -9906454 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96373 members 
Mstep: Class 2 contains 93693 members 
Entering Unmasked Estep 
Score: -9907839.000000 Penalty: 3950.416016
	Iteration 2Q: 3 clusters Score -9907839 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96758 members 
Mstep: Class 2 contains 93308 members 
Entering Unmasked Estep 
Score: -9909802.000000 Penalty: 3950.416016
	Iteration 3Q: 3 clusters Score -9909802 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97123 members 
Mstep: Class 2 contains 92943 members 
Entering Unmasked Estep 
Score: -9912141.000000 Penalty: 3950.416016
	Iteration 4Q: 3 clusters Score -9912141 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97649 members 
Mstep: Class 2 contains 92417 members 
Entering Unmasked Estep 
Score: -9915200.000000 Penalty: 3950.416016
	Iteration 5Q: 3 clusters Score -9915200 nChanged 8814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98423 members 
Mstep: Class 2 contains 91643 members 
Entering Unmasked Estep 
Score: -9919058.000000 Penalty: 3950.416016
	Iteration 6Q: 3 clusters Score -9919058 nChanged 9589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99544 members 
Mstep: Class 2 contains 90522 members 
Entering Unmasked Estep 
Score: -9923690.000000 Penalty: 3950.416016
	Iteration 7F: 3 clusters Score -9923690 nChanged 10145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101021 members 
Mstep: Class 2 contains 89045 members 
Entering Unmasked Estep 
Score: -9929192.000000 Penalty: 3950.416016
	Iteration 8F: 3 clusters Score -9929192 nChanged 10201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102872 members 
Mstep: Class 2 contains 87194 members 
Entering Unmasked Estep 
Score: -9935254.000000 Penalty: 3950.416016
	Iteration 9F: 3 clusters Score -9935254 nChanged 9669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104939 members 
Mstep: Class 2 contains 85127 members 
Entering Unmasked Estep 
Score: -9940547.000000 Penalty: 3950.416016
	Iteration 10F: 3 clusters Score -9940547 nChanged 7906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106807 members 
Mstep: Class 2 contains 83259 members 
Entering Unmasked Estep 
Score: -9943908.000000 Penalty: 3950.416016
	Iteration 11Q: 3 clusters Score -9943908 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108548 members 
Mstep: Class 2 contains 81518 members 
Entering Unmasked Estep 
Score: -9945634.000000 Penalty: 3950.416016
	Iteration 12Q: 3 clusters Score -9945634 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110356 members 
Mstep: Class 2 contains 79710 members 
Entering Unmasked Estep 
Score: -9946531.000000 Penalty: 3950.416016
	Iteration 13Q: 3 clusters Score -9946531 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112226 members 
Mstep: Class 2 contains 77840 members 
Entering Unmasked Estep 
Score: -9947126.000000 Penalty: 3950.416016
	Iteration 14Q: 3 clusters Score -9947126 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114328 members 
Mstep: Class 2 contains 75738 members 
Entering Unmasked Estep 
Score: -9947869.000000 Penalty: 3950.416016
	Iteration 15Q: 3 clusters Score -9947869 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116688 members 
Mstep: Class 2 contains 73378 members 
Entering Unmasked Estep 
Score: -9948663.000000 Penalty: 3950.416016
	Iteration 16Q: 3 clusters Score -9948663 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119301 members 
Mstep: Class 2 contains 70765 members 
Entering Unmasked Estep 
Score: -9949600.000000 Penalty: 3950.416016
	Iteration 17Q: 3 clusters Score -9949600 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122168 members 
Mstep: Class 2 contains 67898 members 
Entering Unmasked Estep 
Score: -9950767.000000 Penalty: 3950.416016
	Iteration 18Q: 3 clusters Score -9950767 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125300 members 
Mstep: Class 2 contains 64766 members 
Entering Unmasked Estep 
Score: -9952279.000000 Penalty: 3950.416016
	Iteration 19Q: 3 clusters Score -9952279 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128614 members 
Mstep: Class 2 contains 61452 members 
Entering Unmasked Estep 
Score: -9953826.000000 Penalty: 3950.416016
	Iteration 20F: 3 clusters Score -9953826 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132100 members 
Mstep: Class 2 contains 57966 members 
Entering Unmasked Estep 
Score: -9955671.000000 Penalty: 3950.416016
	Iteration 21Q: 3 clusters Score -9955671 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135646 members 
Mstep: Class 2 contains 54420 members 
Entering Unmasked Estep 
Score: -9957686.000000 Penalty: 3950.416016
	Iteration 22Q: 3 clusters Score -9957686 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139212 members 
Mstep: Class 2 contains 50854 members 
Entering Unmasked Estep 
Score: -9959601.000000 Penalty: 3950.416016
	Iteration 23Q: 3 clusters Score -9959601 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142669 members 
Mstep: Class 2 contains 47397 members 
Entering Unmasked Estep 
Score: -9961289.000000 Penalty: 3950.416016
	Iteration 24Q: 3 clusters Score -9961289 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145943 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
Score: -9962663.000000 Penalty: 3950.416016
	Iteration 25Q: 3 clusters Score -9962663 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148927 members 
Mstep: Class 2 contains 41139 members 
Entering Unmasked Estep 
Score: -9963849.000000 Penalty: 3950.416016
	Iteration 26Q: 3 clusters Score -9963849 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151755 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -9964821.000000 Penalty: 3950.416016
	Iteration 27Q: 3 clusters Score -9964821 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154390 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -9965768.000000 Penalty: 3950.416016
	Iteration 28Q: 3 clusters Score -9965768 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156992 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -9966638.000000 Penalty: 3950.416016
	Iteration 29Q: 3 clusters Score -9966638 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159441 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -9967310.000000 Penalty: 3950.416016
	Iteration 30Q: 3 clusters Score -9967310 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161764 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -9968100.000000 Penalty: 3950.416016
	Iteration 31Q: 3 clusters Score -9968100 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163997 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -9968790.000000 Penalty: 3950.416016
	Iteration 32Q: 3 clusters Score -9968790 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166086 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -9969443.000000 Penalty: 3950.416016
	Iteration 33Q: 3 clusters Score -9969443 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168103 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -9970141.000000 Penalty: 3950.416016
	Iteration 34Q: 3 clusters Score -9970141 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170090 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -9970865.000000 Penalty: 3950.416016
	Iteration 35Q: 3 clusters Score -9970865 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172050 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -9971507.000000 Penalty: 3950.416016
	Iteration 36Q: 3 clusters Score -9971507 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173892 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -9972231.000000 Penalty: 3950.416016
	Iteration 37Q: 3 clusters Score -9972231 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175695 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -9972940.000000 Penalty: 3950.416016
	Iteration 38Q: 3 clusters Score -9972940 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177339 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -9973540.000000 Penalty: 3950.416016
	Iteration 39Q: 3 clusters Score -9973540 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178951 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -9974275.000000 Penalty: 3950.416016
	Iteration 40F: 3 clusters Score -9974275 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180482 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -9975030.000000 Penalty: 3950.416016
	Iteration 41Q: 3 clusters Score -9975030 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181905 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -9975843.000000 Penalty: 3950.416016
	Iteration 42Q: 3 clusters Score -9975843 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183168 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -9976562.000000 Penalty: 3950.416016
	Iteration 43Q: 3 clusters Score -9976562 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184187 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -9977079.000000 Penalty: 3950.416016
	Iteration 44Q: 3 clusters Score -9977079 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184989 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -9977715.000000 Penalty: 3950.416016
	Iteration 45Q: 3 clusters Score -9977715 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185578 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -9978111.000000 Penalty: 3950.416016
	Iteration 46Q: 3 clusters Score -9978111 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186004 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -9978485.000000 Penalty: 3950.416016
	Iteration 47Q: 3 clusters Score -9978485 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186261 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -9978640.000000 Penalty: 3950.416016
	Iteration 48Q: 3 clusters Score -9978640 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186424 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -9978808.000000 Penalty: 3950.416016
	Iteration 49Q: 3 clusters Score -9978808 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186512 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -9978897.000000 Penalty: 3950.416016
	Iteration 50Q: 3 clusters Score -9978897 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186541 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -9978956.000000 Penalty: 3950.416016
	Iteration 51Q: 3 clusters Score -9978956 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186564 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -9978971.000000 Penalty: 3950.416016
	Iteration 52Q: 3 clusters Score -9978971 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186579 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -9979026.000000 Penalty: 3950.416016
	Iteration 53Q: 3 clusters Score -9979026 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186575 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -9979061.000000 Penalty: 3950.416016
	Iteration 54Q: 3 clusters Score -9979061 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186561 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -9979063.000000 Penalty: 3950.416016
	Iteration 55Q: 3 clusters Score -9979063 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186543 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -9979080.000000 Penalty: 3950.416016
	Iteration 56Q: 3 clusters Score -9979080 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186535 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -9979081.000000 Penalty: 3950.416016
	Iteration 57Q: 3 clusters Score -9979081 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186520 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -9979075.000000 Penalty: 3950.416016
	Iteration 58Q: 3 clusters Score -9979075 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186504 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -9979067.000000 Penalty: 3950.416016
	Iteration 59Q: 3 clusters Score -9979067 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186491 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -9979108.000000 Penalty: 3950.416016
	Iteration 60F: 3 clusters Score -9979108 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186464 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -9979118.000000 Penalty: 3950.416016
	Iteration 61Q: 3 clusters Score -9979118 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186438 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -9979110.000000 Penalty: 3950.416016
	Iteration 62Q: 3 clusters Score -9979110 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186417 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -9979108.000000 Penalty: 3950.416016
	Iteration 63Q: 3 clusters Score -9979108 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186396 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -9979127.000000 Penalty: 3950.416016
	Iteration 64Q: 3 clusters Score -9979127 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186379 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -9979126.000000 Penalty: 3950.416016
	Iteration 65Q: 3 clusters Score -9979126 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186365 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -9979137.000000 Penalty: 3950.416016
	Iteration 66Q: 3 clusters Score -9979137 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186349 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -9979145.000000 Penalty: 3950.416016
	Iteration 67Q: 3 clusters Score -9979145 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186346 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -9979146.000000 Penalty: 3950.416016
	Iteration 68Q: 3 clusters Score -9979146 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186334 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -9979143.000000 Penalty: 3950.416016
	Iteration 69Q: 3 clusters Score -9979143 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186331 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -9979146.000000 Penalty: 3950.416016
	Iteration 70Q: 3 clusters Score -9979146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186329 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -9979139.000000 Penalty: 3950.416016
	Iteration 71Q: 3 clusters Score -9979139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186320 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -9979152.000000 Penalty: 3950.416016
	Iteration 72Q: 3 clusters Score -9979152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186305 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -9979154.000000 Penalty: 3950.416016
	Iteration 73Q: 3 clusters Score -9979154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186296 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -9979162.000000 Penalty: 3950.416016
	Iteration 74Q: 3 clusters Score -9979162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186285 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -9979157.000000 Penalty: 3950.416016
	Iteration 75Q: 3 clusters Score -9979157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186280 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -9979163.000000 Penalty: 3950.416016
	Iteration 76Q: 3 clusters Score -9979163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186279 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -9979177.000000 Penalty: 3950.416016
	Iteration 77Q: 3 clusters Score -9979177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186278 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -9979185.000000 Penalty: 3950.416016
	Iteration 78Q: 3 clusters Score -9979185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186278 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -9979181.000000 Penalty: 3950.416016
	Iteration 79Q: 3 clusters Score -9979181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186280 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -9979178.000000 Penalty: 3950.416016
	Iteration 80F: 3 clusters Score -9979178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186283 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -9979185.000000 Penalty: 3950.416016
	Iteration 81Q: 3 clusters Score -9979185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186283 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -9979176.000000 Penalty: 3950.416016
	Iteration 82Q: 3 clusters Score -9979176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186283 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -9979170.000000 Penalty: 3950.416016
	Iteration 83Q: 3 clusters Score -9979170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186284 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -9979177.000000 Penalty: 3950.416016
	Iteration 84Q: 3 clusters Score -9979177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186283 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -9979177.000000 Penalty: 3950.416016
	Iteration 85Q: 3 clusters Score -9979177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186279 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -9979182.000000 Penalty: 3950.416016
	Iteration 86Q: 3 clusters Score -9979182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186281 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -9979180.000000 Penalty: 3950.416016
	Iteration 87Q: 3 clusters Score -9979180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186280 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -9979186.000000 Penalty: 3950.416016
	Iteration 88Q: 3 clusters Score -9979186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186279 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -9979183.000000 Penalty: 3950.416016
	Iteration 89Q: 3 clusters Score -9979183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186279 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -9979180.000000 Penalty: 3950.416016
	Iteration 90Q: 3 clusters Score -9979180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186280 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -9979179.000000 Penalty: 3950.416016
	Iteration 91Q: 3 clusters Score -9979179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186282 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -9979177.000000 Penalty: 3950.416016
	Iteration 92Q: 3 clusters Score -9979177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186282 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -9979181.000000 Penalty: 3950.416016
	Iteration 93Q: 3 clusters Score -9979181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186282 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -9979180.000000 Penalty: 3950.416016
	Iteration 94Q: 3 clusters Score -9979180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186282 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
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	Iteration 95F: 3 clusters Score -9979180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Entering Unmasked Estep 
Score: -425531.000000 Penalty: 1462.016357
	Iteration 0F: 2 clusters Score -425531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -419594.875000 Penalty: 2924.032715
	Iteration 0F: 3 clusters Score -419594.9 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -421486.625000 Penalty: 2924.032715
	Iteration 1F: 3 clusters Score -421486.6 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -421726.468750 Penalty: 2924.032715
	Iteration 2F: 3 clusters Score -421726.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -421912.750000 Penalty: 2924.032715
	Iteration 3Q: 3 clusters Score -421912.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -422083.687500 Penalty: 2924.032715
	Iteration 4Q: 3 clusters Score -422083.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -422239.531250 Penalty: 2924.032715
	Iteration 5Q: 3 clusters Score -422239.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -422372.406250 Penalty: 2924.032715
	Iteration 6Q: 3 clusters Score -422372.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -422518.656250 Penalty: 2924.032715
	Iteration 7Q: 3 clusters Score -422518.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -422704.656250 Penalty: 2924.032715
	Iteration 8Q: 3 clusters Score -422704.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -422883.562500 Penalty: 2924.032715
	Iteration 9Q: 3 clusters Score -422883.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -423070.125000 Penalty: 2924.032715
	Iteration 10Q: 3 clusters Score -423070.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -423229.250000 Penalty: 2924.032715
	Iteration 11Q: 3 clusters Score -423229.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -423322.156250 Penalty: 2924.032715
	Iteration 12Q: 3 clusters Score -423322.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -423388.625000 Penalty: 2924.032715
	Iteration 13Q: 3 clusters Score -423388.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -423421.218750 Penalty: 2924.032715
	Iteration 14Q: 3 clusters Score -423421.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -423440.843750 Penalty: 2924.032715
	Iteration 15Q: 3 clusters Score -423440.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -423454.156250 Penalty: 2924.032715
	Iteration 16Q: 3 clusters Score -423454.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -423462.468750 Penalty: 2924.032715
	Iteration 17Q: 3 clusters Score -423462.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -423472.750000 Penalty: 2924.032715
	Iteration 18Q: 3 clusters Score -423472.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -423480.343750 Penalty: 2924.032715
	Iteration 19Q: 3 clusters Score -423480.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -423488.187500 Penalty: 2924.032715
	Iteration 20F: 3 clusters Score -423488.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -423498.437500 Penalty: 2924.032715
	Iteration 21Q: 3 clusters Score -423498.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -423512.781250 Penalty: 2924.032715
	Iteration 22Q: 3 clusters Score -423512.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -423525.656250 Penalty: 2924.032715
	Iteration 23Q: 3 clusters Score -423525.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -423538.500000 Penalty: 2924.032715
	Iteration 24Q: 3 clusters Score -423538.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -423548.125000 Penalty: 2924.032715
	Iteration 25Q: 3 clusters Score -423548.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -423561.312500 Penalty: 2924.032715
	Iteration 26Q: 3 clusters Score -423561.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -423573.531250 Penalty: 2924.032715
	Iteration 27Q: 3 clusters Score -423573.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -423583.375000 Penalty: 2924.032715
	Iteration 28Q: 3 clusters Score -423583.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -423593.812500 Penalty: 2924.032715
	Iteration 29Q: 3 clusters Score -423593.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -423605.406250 Penalty: 2924.032715
	Iteration 30Q: 3 clusters Score -423605.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -423624.718750 Penalty: 2924.032715
	Iteration 31Q: 3 clusters Score -423624.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -423643.625000 Penalty: 2924.032715
	Iteration 32Q: 3 clusters Score -423643.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -423655.250000 Penalty: 2924.032715
	Iteration 33Q: 3 clusters Score -423655.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -423664.468750 Penalty: 2924.032715
	Iteration 34Q: 3 clusters Score -423664.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -423674.093750 Penalty: 2924.032715
	Iteration 35Q: 3 clusters Score -423674.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -423684.843750 Penalty: 2924.032715
	Iteration 36Q: 3 clusters Score -423684.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -423691.968750 Penalty: 2924.032715
	Iteration 37Q: 3 clusters Score -423692 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -423700.312500 Penalty: 2924.032715
	Iteration 38Q: 3 clusters Score -423700.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -423710.218750 Penalty: 2924.032715
	Iteration 39Q: 3 clusters Score -423710.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -423718.500000 Penalty: 2924.032715
	Iteration 40F: 3 clusters Score -423718.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -423724.187500 Penalty: 2924.032715
	Iteration 41Q: 3 clusters Score -423724.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -423731.312500 Penalty: 2924.032715
	Iteration 42Q: 3 clusters Score -423731.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -423740.718750 Penalty: 2924.032715
	Iteration 43Q: 3 clusters Score -423740.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -423749.968750 Penalty: 2924.032715
	Iteration 44Q: 3 clusters Score -423750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -423755.593750 Penalty: 2924.032715
	Iteration 45Q: 3 clusters Score -423755.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -423760.375000 Penalty: 2924.032715
	Iteration 46Q: 3 clusters Score -423760.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -423767.187500 Penalty: 2924.032715
	Iteration 47Q: 3 clusters Score -423767.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -423773.812500 Penalty: 2924.032715
	Iteration 48Q: 3 clusters Score -423773.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -423777.656250 Penalty: 2924.032715
	Iteration 49Q: 3 clusters Score -423777.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -423786.531250 Penalty: 2924.032715
	Iteration 50Q: 3 clusters Score -423786.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -423793.218750 Penalty: 2924.032715
	Iteration 51Q: 3 clusters Score -423793.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -423796.875000 Penalty: 2924.032715
	Iteration 52Q: 3 clusters Score -423796.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -423800.843750 Penalty: 2924.032715
	Iteration 53Q: 3 clusters Score -423800.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -423803.562500 Penalty: 2924.032715
	Iteration 54Q: 3 clusters Score -423803.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -423807.625000 Penalty: 2924.032715
	Iteration 55Q: 3 clusters Score -423807.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -423810.343750 Penalty: 2924.032715
	Iteration 56Q: 3 clusters Score -423810.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -423812.531250 Penalty: 2924.032715
	Iteration 57Q: 3 clusters Score -423812.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -423815.093750 Penalty: 2924.032715
	Iteration 58Q: 3 clusters Score -423815.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -423816.531250 Penalty: 2924.032715
	Iteration 59Q: 3 clusters Score -423816.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -423819.062500 Penalty: 2924.032715
	Iteration 60F: 3 clusters Score -423819.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -423819.250000 Penalty: 2924.032715
	Iteration 61Q: 3 clusters Score -423819.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -423818.593750 Penalty: 2924.032715
	Iteration 62Q: 3 clusters Score -423818.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -423820.375000 Penalty: 2924.032715
	Iteration 63Q: 3 clusters Score -423820.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -423820.093750 Penalty: 2924.032715
	Iteration 64Q: 3 clusters Score -423820.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -423821.281250 Penalty: 2924.032715
	Iteration 65Q: 3 clusters Score -423821.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -423821.625000 Penalty: 2924.032715
	Iteration 66Q: 3 clusters Score -423821.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -423823.000000 Penalty: 2924.032715
	Iteration 67Q: 3 clusters Score -423823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -423822.718750 Penalty: 2924.032715
	Iteration 68Q: 3 clusters Score -423822.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -423824.250000 Penalty: 2924.032715
	Iteration 69Q: 3 clusters Score -423824.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -423824.937500 Penalty: 2924.032715
	Iteration 70Q: 3 clusters Score -423824.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -423824.656250 Penalty: 2924.032715
	Iteration 71Q: 3 clusters Score -423824.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -423824.750000 Penalty: 2924.032715
	Iteration 72Q: 3 clusters Score -423824.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -423825.031250 Penalty: 2924.032715
	Iteration 73Q: 3 clusters Score -423825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -423825.031250 Penalty: 2924.032715
	Iteration 74F: 3 clusters Score -423825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Entering Unmasked Estep 
Score: -1697396.000000 Penalty: 1685.839600
	Iteration 0F: 2 clusters Score -1697396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -1675811.375000 Penalty: 3371.679199
	Iteration 0F: 3 clusters Score -1675811 nChanged 14895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -1684047.000000 Penalty: 3371.679199
	Iteration 1F: 3 clusters Score -1684047 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -1684421.375000 Penalty: 3371.679199
	Iteration 2Q: 3 clusters Score -1684421 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -1684810.000000 Penalty: 3371.679199
	Iteration 3Q: 3 clusters Score -1684810 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -1685284.000000 Penalty: 3371.679199
	Iteration 4Q: 3 clusters Score -1685284 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -1685935.250000 Penalty: 3371.679199
	Iteration 5Q: 3 clusters Score -1685935 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -1686981.375000 Penalty: 3371.679199
	Iteration 6F: 3 clusters Score -1686981 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -1688401.625000 Penalty: 3371.679199
	Iteration 7F: 3 clusters Score -1688402 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -1690114.625000 Penalty: 3371.679199
	Iteration 8F: 3 clusters Score -1690115 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -1691628.125000 Penalty: 3371.679199
	Iteration 9F: 3 clusters Score -1691628 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -1692697.500000 Penalty: 3371.679199
	Iteration 10Q: 3 clusters Score -1692698 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -1693412.250000 Penalty: 3371.679199
	Iteration 11Q: 3 clusters Score -1693412 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -1693935.625000 Penalty: 3371.679199
	Iteration 12Q: 3 clusters Score -1693936 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -1694370.750000 Penalty: 3371.679199
	Iteration 13Q: 3 clusters Score -1694371 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -1694733.500000 Penalty: 3371.679199
	Iteration 14Q: 3 clusters Score -1694734 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -1695041.375000 Penalty: 3371.679199
	Iteration 15Q: 3 clusters Score -1695041 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -1695278.000000 Penalty: 3371.679199
	Iteration 16Q: 3 clusters Score -1695278 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -1695448.375000 Penalty: 3371.679199
	Iteration 17Q: 3 clusters Score -1695448 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -1695554.625000 Penalty: 3371.679199
	Iteration 18Q: 3 clusters Score -1695555 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -1695638.000000 Penalty: 3371.679199
	Iteration 19Q: 3 clusters Score -1695638 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -1695702.875000 Penalty: 3371.679199
	Iteration 20F: 3 clusters Score -1695703 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -1695753.250000 Penalty: 3371.679199
	Iteration 21Q: 3 clusters Score -1695753 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -1695800.500000 Penalty: 3371.679199
	Iteration 22Q: 3 clusters Score -1695800 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -1695834.250000 Penalty: 3371.679199
	Iteration 23Q: 3 clusters Score -1695834 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -1695862.375000 Penalty: 3371.679199
	Iteration 24Q: 3 clusters Score -1695862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -1695881.000000 Penalty: 3371.679199
	Iteration 25Q: 3 clusters Score -1695881 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -1695902.125000 Penalty: 3371.679199
	Iteration 26Q: 3 clusters Score -1695902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -1695914.250000 Penalty: 3371.679199
	Iteration 27Q: 3 clusters Score -1695914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -1695920.500000 Penalty: 3371.679199
	Iteration 28Q: 3 clusters Score -1695920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -1695925.250000 Penalty: 3371.679199
	Iteration 29Q: 3 clusters Score -1695925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -1695932.625000 Penalty: 3371.679199
	Iteration 30Q: 3 clusters Score -1695933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -1695943.750000 Penalty: 3371.679199
	Iteration 31Q: 3 clusters Score -1695944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -1695948.375000 Penalty: 3371.679199
	Iteration 32Q: 3 clusters Score -1695948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -1695955.875000 Penalty: 3371.679199
	Iteration 33Q: 3 clusters Score -1695956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -1695962.250000 Penalty: 3371.679199
	Iteration 34Q: 3 clusters Score -1695962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -1695970.375000 Penalty: 3371.679199
	Iteration 35Q: 3 clusters Score -1695970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -1695977.875000 Penalty: 3371.679199
	Iteration 36Q: 3 clusters Score -1695978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -1695979.875000 Penalty: 3371.679199
	Iteration 37Q: 3 clusters Score -1695980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -1695984.125000 Penalty: 3371.679199
	Iteration 38Q: 3 clusters Score -1695984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -1695987.250000 Penalty: 3371.679199
	Iteration 39Q: 3 clusters Score -1695987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -1695987.875000 Penalty: 3371.679199
	Iteration 40F: 3 clusters Score -1695988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Entering Unmasked Estep 
Score: -658455.250000 Penalty: 1534.429321
	Iteration 0F: 2 clusters Score -658455.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -649705.812500 Penalty: 3068.858643
	Iteration 0F: 3 clusters Score -649705.8 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -652596.000000 Penalty: 3068.858643
	Iteration 1F: 3 clusters Score -652596 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -652874.312500 Penalty: 3068.858643
	Iteration 2F: 3 clusters Score -652874.3 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -653123.500000 Penalty: 3068.858643
	Iteration 3Q: 3 clusters Score -653123.5 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -653346.687500 Penalty: 3068.858643
	Iteration 4Q: 3 clusters Score -653346.7 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -653557.562500 Penalty: 3068.858643
	Iteration 5Q: 3 clusters Score -653557.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -653774.687500 Penalty: 3068.858643
	Iteration 6Q: 3 clusters Score -653774.7 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -654032.187500 Penalty: 3068.858643
	Iteration 7Q: 3 clusters Score -654032.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -654334.250000 Penalty: 3068.858643
	Iteration 8Q: 3 clusters Score -654334.2 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -654710.687500 Penalty: 3068.858643
	Iteration 9Q: 3 clusters Score -654710.7 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -655149.000000 Penalty: 3068.858643
	Iteration 10Q: 3 clusters Score -655149 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -655603.250000 Penalty: 3068.858643
	Iteration 11Q: 3 clusters Score -655603.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -655997.000000 Penalty: 3068.858643
	Iteration 12Q: 3 clusters Score -655997 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -656291.500000 Penalty: 3068.858643
	Iteration 13Q: 3 clusters Score -656291.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -656522.625000 Penalty: 3068.858643
	Iteration 14Q: 3 clusters Score -656522.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -656674.125000 Penalty: 3068.858643
	Iteration 15Q: 3 clusters Score -656674.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -656753.625000 Penalty: 3068.858643
	Iteration 16Q: 3 clusters Score -656753.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -656801.187500 Penalty: 3068.858643
	Iteration 17Q: 3 clusters Score -656801.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -656838.750000 Penalty: 3068.858643
	Iteration 18Q: 3 clusters Score -656838.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -656867.812500 Penalty: 3068.858643
	Iteration 19Q: 3 clusters Score -656867.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -656891.312500 Penalty: 3068.858643
	Iteration 20F: 3 clusters Score -656891.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -656914.250000 Penalty: 3068.858643
	Iteration 21Q: 3 clusters Score -656914.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -656930.375000 Penalty: 3068.858643
	Iteration 22Q: 3 clusters Score -656930.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -656945.625000 Penalty: 3068.858643
	Iteration 23Q: 3 clusters Score -656945.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -656960.375000 Penalty: 3068.858643
	Iteration 24Q: 3 clusters Score -656960.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -656974.687500 Penalty: 3068.858643
	Iteration 25Q: 3 clusters Score -656974.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -656991.687500 Penalty: 3068.858643
	Iteration 26Q: 3 clusters Score -656991.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -657007.500000 Penalty: 3068.858643
	Iteration 27Q: 3 clusters Score -657007.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -657021.312500 Penalty: 3068.858643
	Iteration 28Q: 3 clusters Score -657021.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -657033.562500 Penalty: 3068.858643
	Iteration 29Q: 3 clusters Score -657033.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -657041.312500 Penalty: 3068.858643
	Iteration 30Q: 3 clusters Score -657041.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -657050.437500 Penalty: 3068.858643
	Iteration 31Q: 3 clusters Score -657050.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -657054.312500 Penalty: 3068.858643
	Iteration 32Q: 3 clusters Score -657054.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -657061.062500 Penalty: 3068.858643
	Iteration 33Q: 3 clusters Score -657061.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -657066.250000 Penalty: 3068.858643
	Iteration 34Q: 3 clusters Score -657066.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -657072.687500 Penalty: 3068.858643
	Iteration 35Q: 3 clusters Score -657072.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -657080.062500 Penalty: 3068.858643
	Iteration 36Q: 3 clusters Score -657080.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -657086.687500 Penalty: 3068.858643
	Iteration 37Q: 3 clusters Score -657086.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -657089.750000 Penalty: 3068.858643
	Iteration 38Q: 3 clusters Score -657089.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -657089.562500 Penalty: 3068.858643
	Iteration 39Q: 3 clusters Score -657089.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -657091.125000 Penalty: 3068.858643
	Iteration 40F: 3 clusters Score -657091.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -657092.250000 Penalty: 3068.858643
	Iteration 41Q: 3 clusters Score -657092.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -657093.125000 Penalty: 3068.858643
	Iteration 42Q: 3 clusters Score -657093.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -657092.375000 Penalty: 3068.858643
	Iteration 43Q: 3 clusters Score -657092.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -657095.625000 Penalty: 3068.858643
	Iteration 44Q: 3 clusters Score -657095.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -657094.562500 Penalty: 3068.858643
	Iteration 45Q: 3 clusters Score -657094.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -657095.937500 Penalty: 3068.858643
	Iteration 46Q: 3 clusters Score -657095.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -657096.187500 Penalty: 3068.858643
	Iteration 47Q: 3 clusters Score -657096.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -657095.562500 Penalty: 3068.858643
	Iteration 48Q: 3 clusters Score -657095.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -657096.625000 Penalty: 3068.858643
	Iteration 49Q: 3 clusters Score -657096.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -657097.562500 Penalty: 3068.858643
	Iteration 50Q: 3 clusters Score -657097.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -657098.437500 Penalty: 3068.858643
	Iteration 51Q: 3 clusters Score -657098.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -657099.187500 Penalty: 3068.858643
	Iteration 52Q: 3 clusters Score -657099.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -657099.187500 Penalty: 3068.858643
	Iteration 53F: 3 clusters Score -657099.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 41683 members 
Mstep: Class 3 contains 10689 members 
Mstep: Class 4 contains 4617 members 
Mstep: Class 5 contains 5081 members 
Mstep: Class 6 contains 44900 members 
Mstep: Class 7 contains 11634 members 
Mstep: Class 8 contains 2656 members 
Mstep: Class 9 contains 142365 members 
Mstep: Class 10 contains 20044 members 
Mstep: Class 11 contains 19018 members 
Mstep: Class 12 contains 1206 members 
Mstep: Class 13 contains 190066 members 
Mstep: Class 15 contains 8079 members 
Mstep: Class 18 contains 32029 members 
Mstep: Class 20 contains 12615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29061610.000000 Penalty: 36692.683594
Iteration 79Q: 18 clusters Score -2.906161e+07 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 41259 members 
Mstep: Class 3 contains 10681 members 
Mstep: Class 4 contains 4626 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 45086 members 
Mstep: Class 7 contains 11301 members 
Mstep: Class 8 contains 2496 members 
Mstep: Class 9 contains 144686 members 
Mstep: Class 10 contains 20467 members 
Mstep: Class 11 contains 19001 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 189753 members 
Mstep: Class 14 contains 34144 members 
Mstep: Class 15 contains 8055 members 
Mstep: Class 18 contains 31991 members 
Mstep: Class 20 contains 12588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29064128.000000 Penalty: 36692.683594
Iteration 80F: 18 clusters Score -2.906413e+07 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 40951 members 
Mstep: Class 3 contains 10587 members 
Mstep: Class 4 contains 4630 members 
Mstep: Class 5 contains 3763 members 
Mstep: Class 6 contains 45134 members 
Mstep: Class 7 contains 11043 members 
Mstep: Class 8 contains 2391 members 
Mstep: Class 9 contains 146538 members 
Mstep: Class 10 contains 20831 members 
Mstep: Class 11 contains 18964 members 
Mstep: Class 12 contains 1217 members 
Mstep: Class 13 contains 188967 members 
Mstep: Class 14 contains 35558 members 
Mstep: Class 15 contains 7955 members 
Mstep: Class 18 contains 31433 members 
Mstep: Class 20 contains 12402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29065978.000000 Penalty: 36692.683594
Iteration 81Q: 18 clusters Score -2.906598e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 40799 members 
Mstep: Class 3 contains 10508 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 2719 members 
Mstep: Class 6 contains 45120 members 
Mstep: Class 7 contains 10823 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 148202 members 
Mstep: Class 10 contains 21200 members 
Mstep: Class 11 contains 18926 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 188266 members 
Mstep: Class 14 contains 36703 members 
Mstep: Class 15 contains 7882 members 
Mstep: Class 18 contains 30795 members 
Mstep: Class 20 contains 12244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29067368.000000 Penalty: 36692.683594
Iteration 82Q: 18 clusters Score -2.906737e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 40709 members 
Mstep: Class 3 contains 10432 members 
Mstep: Class 4 contains 4644 members 
Mstep: Class 5 contains 2005 members 
Mstep: Class 6 contains 45043 members 
Mstep: Class 7 contains 10654 members 
Mstep: Class 8 contains 2282 members 
Mstep: Class 9 contains 149725 members 
Mstep: Class 10 contains 21555 members 
Mstep: Class 11 contains 18891 members 
Mstep: Class 12 contains 1236 members 
Mstep: Class 13 contains 187626 members 
Mstep: Class 14 contains 37561 members 
Mstep: Class 15 contains 7819 members 
Mstep: Class 18 contains 30075 members 
Mstep: Class 20 contains 12116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1697.648071 but Gain 2158.394531
Score: -29068816.000000 Penalty: 34534.289062
Iteration 83Q: 17 clusters Score -2.906882e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 40634 members 
Mstep: Class 3 contains 10352 members 
Mstep: Class 4 contains 4650 members 
Mstep: Class 6 contains 44963 members 
Mstep: Class 7 contains 10541 members 
Mstep: Class 8 contains 2257 members 
Mstep: Class 9 contains 151309 members 
Mstep: Class 10 contains 21914 members 
Mstep: Class 11 contains 18864 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 187010 members 
Mstep: Class 14 contains 39437 members 
Mstep: Class 15 contains 7762 members 
Mstep: Class 18 contains 29438 members 
Mstep: Class 20 contains 12001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29071634.000000 Penalty: 34534.289062
Iteration 84Q: 17 clusters Score -2.907163e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 40586 members 
Mstep: Class 3 contains 10277 members 
Mstep: Class 4 contains 4655 members 
Mstep: Class 6 contains 44886 members 
Mstep: Class 7 contains 10455 members 
Mstep: Class 8 contains 2241 members 
Mstep: Class 9 contains 152605 members 
Mstep: Class 10 contains 22258 members 
Mstep: Class 11 contains 18853 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 186358 members 
Mstep: Class 14 contains 39884 members 
Mstep: Class 15 contains 7720 members 
Mstep: Class 18 contains 28458 members 
Mstep: Class 20 contains 11879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29071926.000000 Penalty: 34534.289062
Iteration 85Q: 17 clusters Score -2.907193e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 40573 members 
Mstep: Class 3 contains 10211 members 
Mstep: Class 4 contains 4659 members 
Mstep: Class 6 contains 44799 members 
Mstep: Class 7 contains 10384 members 
Mstep: Class 8 contains 2228 members 
Mstep: Class 9 contains 153800 members 
Mstep: Class 10 contains 22594 members 
Mstep: Class 11 contains 18799 members 
Mstep: Class 12 contains 1260 members 
Mstep: Class 13 contains 185792 members 
Mstep: Class 14 contains 40253 members 
Mstep: Class 15 contains 7684 members 
Mstep: Class 18 contains 27538 members 
Mstep: Class 20 contains 11786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29072352.000000 Penalty: 34534.289062
Iteration 86Q: 17 clusters Score -2.907235e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 40568 members 
Mstep: Class 3 contains 10124 members 
Mstep: Class 4 contains 4661 members 
Mstep: Class 6 contains 44694 members 
Mstep: Class 7 contains 10339 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 155021 members 
Mstep: Class 10 contains 22920 members 
Mstep: Class 11 contains 18746 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 185298 members 
Mstep: Class 14 contains 40517 members 
Mstep: Class 15 contains 7633 members 
Mstep: Class 18 contains 26672 members 
Mstep: Class 20 contains 11696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29072534.000000 Penalty: 34534.289062
Iteration 87Q: 17 clusters Score -2.907253e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 40563 members 
Mstep: Class 3 contains 10059 members 
Mstep: Class 4 contains 4662 members 
Mstep: Class 6 contains 44585 members 
Mstep: Class 7 contains 10301 members 
Mstep: Class 8 contains 2193 members 
Mstep: Class 9 contains 156230 members 
Mstep: Class 10 contains 23243 members 
Mstep: Class 11 contains 18689 members 
Mstep: Class 12 contains 1260 members 
Mstep: Class 13 contains 184813 members 
Mstep: Class 14 contains 40757 members 
Mstep: Class 15 contains 7582 members 
Mstep: Class 18 contains 25801 members 
Mstep: Class 20 contains 11619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29072996.000000 Penalty: 34534.289062
Iteration 88Q: 17 clusters Score -2.9073e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 40562 members 
Mstep: Class 3 contains 9989 members 
Mstep: Class 4 contains 4669 members 
Mstep: Class 6 contains 44477 members 
Mstep: Class 7 contains 10274 members 
Mstep: Class 8 contains 2176 members 
Mstep: Class 9 contains 157470 members 
Mstep: Class 10 contains 23574 members 
Mstep: Class 11 contains 18607 members 
Mstep: Class 12 contains 1258 members 
Mstep: Class 13 contains 184336 members 
Mstep: Class 14 contains 40950 members 
Mstep: Class 15 contains 7539 members 
Mstep: Class 18 contains 24924 members 
Mstep: Class 20 contains 11557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29073184.000000 Penalty: 34534.289062
Iteration 89Q: 17 clusters Score -2.907318e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 40555 members 
Mstep: Class 3 contains 9919 members 
Mstep: Class 4 contains 4673 members 
Mstep: Class 6 contains 44388 members 
Mstep: Class 7 contains 10245 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 158710 members 
Mstep: Class 10 contains 23912 members 
Mstep: Class 11 contains 18516 members 
Mstep: Class 12 contains 1259 members 
Mstep: Class 13 contains 183858 members 
Mstep: Class 14 contains 41136 members 
Mstep: Class 15 contains 7501 members 
Mstep: Class 18 contains 24052 members 
Mstep: Class 20 contains 11470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29073476.000000 Penalty: 34534.289062
Iteration 90Q: 17 clusters Score -2.907348e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 40558 members 
Mstep: Class 3 contains 9873 members 
Mstep: Class 4 contains 4679 members 
Mstep: Class 6 contains 44304 members 
Mstep: Class 7 contains 10213 members 
Mstep: Class 8 contains 2165 members 
Mstep: Class 9 contains 160018 members 
Mstep: Class 10 contains 24233 members 
Mstep: Class 11 contains 18397 members 
Mstep: Class 12 contains 1259 members 
Mstep: Class 13 contains 183395 members 
Mstep: Class 14 contains 41253 members 
Mstep: Class 15 contains 7453 members 
Mstep: Class 18 contains 23170 members 
Mstep: Class 20 contains 11385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29073712.000000 Penalty: 34534.289062
Iteration 91Q: 17 clusters Score -2.907371e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 40559 members 
Mstep: Class 3 contains 9816 members 
Mstep: Class 4 contains 4685 members 
Mstep: Class 6 contains 44207 members 
Mstep: Class 7 contains 10186 members 
Mstep: Class 8 contains 2165 members 
Mstep: Class 9 contains 161353 members 
Mstep: Class 10 contains 24567 members 
Mstep: Class 11 contains 18269 members 
Mstep: Class 12 contains 1258 members 
Mstep: Class 13 contains 182918 members 
Mstep: Class 14 contains 41363 members 
Mstep: Class 15 contains 7414 members 
Mstep: Class 18 contains 22333 members 
Mstep: Class 20 contains 11251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29073912.000000 Penalty: 34534.289062
Iteration 92Q: 17 clusters Score -2.907391e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 40563 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 4687 members 
Mstep: Class 6 contains 44118 members 
Mstep: Class 7 contains 10162 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 162688 members 
Mstep: Class 10 contains 24909 members 
Mstep: Class 11 contains 18144 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 182432 members 
Mstep: Class 14 contains 41437 members 
Mstep: Class 15 contains 7377 members 
Mstep: Class 18 contains 21493 members 
Mstep: Class 20 contains 11122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29074286.000000 Penalty: 34534.289062
Iteration 93Q: 17 clusters Score -2.907429e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 40557 members 
Mstep: Class 3 contains 9732 members 
Mstep: Class 4 contains 4684 members 
Mstep: Class 6 contains 44039 members 
Mstep: Class 7 contains 10146 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 164099 members 
Mstep: Class 10 contains 25235 members 
Mstep: Class 11 contains 18025 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 181961 members 
Mstep: Class 14 contains 41470 members 
Mstep: Class 15 contains 7348 members 
Mstep: Class 18 contains 20607 members 
Mstep: Class 20 contains 10986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29074564.000000 Penalty: 34534.289062
Iteration 94Q: 17 clusters Score -2.907456e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 40551 members 
Mstep: Class 3 contains 9679 members 
Mstep: Class 4 contains 4682 members 
Mstep: Class 6 contains 43927 members 
Mstep: Class 7 contains 10128 members 
Mstep: Class 8 contains 2161 members 
Mstep: Class 9 contains 165551 members 
Mstep: Class 10 contains 25570 members 
Mstep: Class 11 contains 17883 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 181486 members 
Mstep: Class 14 contains 41492 members 
Mstep: Class 15 contains 7317 members 
Mstep: Class 18 contains 19750 members 
Mstep: Class 20 contains 10861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29074780.000000 Penalty: 34534.289062
Iteration 95Q: 17 clusters Score -2.907478e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 40542 members 
Mstep: Class 3 contains 9624 members 
Mstep: Class 4 contains 4679 members 
Mstep: Class 6 contains 43796 members 
Mstep: Class 7 contains 10118 members 
Mstep: Class 8 contains 2165 members 
Mstep: Class 9 contains 167035 members 
Mstep: Class 10 contains 25926 members 
Mstep: Class 11 contains 17764 members 
Mstep: Class 12 contains 1287 members 
Mstep: Class 13 contains 180961 members 
Mstep: Class 14 contains 41490 members 
Mstep: Class 15 contains 7305 members 
Mstep: Class 18 contains 18904 members 
Mstep: Class 20 contains 10726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29075154.000000 Penalty: 34534.289062
Iteration 96Q: 17 clusters Score -2.907515e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 40526 members 
Mstep: Class 3 contains 9566 members 
Mstep: Class 4 contains 4668 members 
Mstep: Class 6 contains 43646 members 
Mstep: Class 7 contains 10110 members 
Mstep: Class 8 contains 2165 members 
Mstep: Class 9 contains 168591 members 
Mstep: Class 10 contains 26281 members 
Mstep: Class 11 contains 17640 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 180446 members 
Mstep: Class 14 contains 41477 members 
Mstep: Class 15 contains 7289 members 
Mstep: Class 18 contains 18065 members 
Mstep: Class 20 contains 10568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29075408.000000 Penalty: 34534.289062
Iteration 97Q: 17 clusters Score -2.907541e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 40506 members 
Mstep: Class 3 contains 9507 members 
Mstep: Class 4 contains 4658 members 
Mstep: Class 6 contains 43510 members 
Mstep: Class 7 contains 10105 members 
Mstep: Class 8 contains 2165 members 
Mstep: Class 9 contains 170198 members 
Mstep: Class 10 contains 26622 members 
Mstep: Class 11 contains 17487 members 
Mstep: Class 12 contains 1296 members 
Mstep: Class 13 contains 179950 members 
Mstep: Class 14 contains 41425 members 
Mstep: Class 15 contains 7272 members 
Mstep: Class 18 contains 17227 members 
Mstep: Class 20 contains 10407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29075678.000000 Penalty: 34534.289062
Iteration 98Q: 17 clusters Score -2.907568e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 40488 members 
Mstep: Class 3 contains 9435 members 
Mstep: Class 4 contains 4647 members 
Mstep: Class 6 contains 43387 members 
Mstep: Class 7 contains 10101 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 171843 members 
Mstep: Class 10 contains 26966 members 
Mstep: Class 11 contains 17338 members 
Mstep: Class 12 contains 1298 members 
Mstep: Class 13 contains 179440 members 
Mstep: Class 14 contains 41350 members 
Mstep: Class 15 contains 7255 members 
Mstep: Class 18 contains 16370 members 
Mstep: Class 20 contains 10256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29075964.000000 Penalty: 34534.289062
Iteration 99Q: 17 clusters Score -2.907596e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 40464 members 
Mstep: Class 3 contains 9359 members 
Mstep: Class 4 contains 4634 members 
Mstep: Class 6 contains 43257 members 
Mstep: Class 7 contains 10095 members 
Mstep: Class 8 contains 2163 members 
Mstep: Class 9 contains 173474 members 
Mstep: Class 10 contains 27297 members 
Mstep: Class 11 contains 17194 members 
Mstep: Class 12 contains 1302 members 
Mstep: Class 13 contains 178927 members 
Mstep: Class 14 contains 41265 members 
Mstep: Class 15 contains 7239 members 
Mstep: Class 18 contains 15540 members 
Mstep: Class 20 contains 10126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29076240.000000 Penalty: 34534.289062
Iteration 100F: 17 clusters Score -2.907624e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 40448 members 
Mstep: Class 3 contains 9274 members 
Mstep: Class 4 contains 4617 members 
Mstep: Class 6 contains 43129 members 
Mstep: Class 7 contains 10089 members 
Mstep: Class 8 contains 2161 members 
Mstep: Class 9 contains 175197 members 
Mstep: Class 10 contains 27611 members 
Mstep: Class 11 contains 17051 members 
Mstep: Class 12 contains 1300 members 
Mstep: Class 13 contains 178407 members 
Mstep: Class 14 contains 41156 members 
Mstep: Class 15 contains 7219 members 
Mstep: Class 18 contains 14693 members 
Mstep: Class 20 contains 9984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29076522.000000 Penalty: 34534.289062
Iteration 101Q: 17 clusters Score -2.907652e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 40437 members 
Mstep: Class 3 contains 9184 members 
Mstep: Class 4 contains 4601 members 
Mstep: Class 6 contains 43001 members 
Mstep: Class 7 contains 10084 members 
Mstep: Class 8 contains 2155 members 
Mstep: Class 9 contains 176916 members 
Mstep: Class 10 contains 27916 members 
Mstep: Class 11 contains 16893 members 
Mstep: Class 12 contains 1298 members 
Mstep: Class 13 contains 177919 members 
Mstep: Class 14 contains 41064 members 
Mstep: Class 15 contains 7195 members 
Mstep: Class 18 contains 13822 members 
Mstep: Class 20 contains 9853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29076640.000000 Penalty: 34534.289062
Iteration 102Q: 17 clusters Score -2.907664e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 40435 members 
Mstep: Class 3 contains 9106 members 
Mstep: Class 4 contains 4578 members 
Mstep: Class 6 contains 42893 members 
Mstep: Class 7 contains 10077 members 
Mstep: Class 8 contains 2150 members 
Mstep: Class 9 contains 178639 members 
Mstep: Class 10 contains 28222 members 
Mstep: Class 11 contains 16742 members 
Mstep: Class 12 contains 1297 members 
Mstep: Class 13 contains 177431 members 
Mstep: Class 14 contains 40939 members 
Mstep: Class 15 contains 7176 members 
Mstep: Class 18 contains 12955 members 
Mstep: Class 20 contains 9695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29077064.000000 Penalty: 34534.289062
Iteration 103Q: 17 clusters Score -2.907706e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 40413 members 
Mstep: Class 3 contains 9048 members 
Mstep: Class 4 contains 4562 members 
Mstep: Class 6 contains 42774 members 
Mstep: Class 7 contains 10068 members 
Mstep: Class 8 contains 2149 members 
Mstep: Class 9 contains 180403 members 
Mstep: Class 10 contains 28542 members 
Mstep: Class 11 contains 16586 members 
Mstep: Class 12 contains 1300 members 
Mstep: Class 13 contains 176910 members 
Mstep: Class 14 contains 40801 members 
Mstep: Class 15 contains 7155 members 
Mstep: Class 18 contains 12079 members 
Mstep: Class 20 contains 9534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29077360.000000 Penalty: 34534.289062
Iteration 104Q: 17 clusters Score -2.907736e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 40406 members 
Mstep: Class 3 contains 9011 members 
Mstep: Class 4 contains 4546 members 
Mstep: Class 6 contains 42685 members 
Mstep: Class 7 contains 10064 members 
Mstep: Class 8 contains 2149 members 
Mstep: Class 9 contains 182092 members 
Mstep: Class 10 contains 28852 members 
Mstep: Class 11 contains 16413 members 
Mstep: Class 12 contains 1303 members 
Mstep: Class 13 contains 176426 members 
Mstep: Class 14 contains 40624 members 
Mstep: Class 15 contains 7140 members 
Mstep: Class 18 contains 11248 members 
Mstep: Class 20 contains 9359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29077896.000000 Penalty: 34534.289062
Iteration 105Q: 17 clusters Score -2.90779e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 40397 members 
Mstep: Class 3 contains 8958 members 
Mstep: Class 4 contains 4526 members 
Mstep: Class 6 contains 42595 members 
Mstep: Class 7 contains 10063 members 
Mstep: Class 8 contains 2150 members 
Mstep: Class 9 contains 183821 members 
Mstep: Class 10 contains 29171 members 
Mstep: Class 11 contains 16256 members 
Mstep: Class 12 contains 1302 members 
Mstep: Class 13 contains 175891 members 
Mstep: Class 14 contains 40419 members 
Mstep: Class 15 contains 7120 members 
Mstep: Class 18 contains 10464 members 
Mstep: Class 20 contains 9168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29078192.000000 Penalty: 34534.289062
Iteration 106Q: 17 clusters Score -2.907819e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 40394 members 
Mstep: Class 3 contains 8897 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 6 contains 42512 members 
Mstep: Class 7 contains 10063 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 185446 members 
Mstep: Class 10 contains 29498 members 
Mstep: Class 11 contains 16120 members 
Mstep: Class 12 contains 1296 members 
Mstep: Class 13 contains 175375 members 
Mstep: Class 14 contains 40205 members 
Mstep: Class 15 contains 7106 members 
Mstep: Class 18 contains 9730 members 
Mstep: Class 20 contains 9008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29078360.000000 Penalty: 34534.289062
Iteration 107Q: 17 clusters Score -2.907836e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 40380 members 
Mstep: Class 3 contains 8845 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 6 contains 42449 members 
Mstep: Class 7 contains 10062 members 
Mstep: Class 8 contains 2145 members 
Mstep: Class 9 contains 187113 members 
Mstep: Class 10 contains 29805 members 
Mstep: Class 11 contains 15932 members 
Mstep: Class 12 contains 1292 members 
Mstep: Class 13 contains 174854 members 
Mstep: Class 14 contains 39983 members 
Mstep: Class 15 contains 7105 members 
Mstep: Class 18 contains 9001 members 
Mstep: Class 20 contains 8862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29078712.000000 Penalty: 34534.289062
Iteration 108Q: 17 clusters Score -2.907871e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 40378 members 
Mstep: Class 3 contains 8807 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 6 contains 42388 members 
Mstep: Class 7 contains 10059 members 
Mstep: Class 8 contains 2142 members 
Mstep: Class 9 contains 188768 members 
Mstep: Class 10 contains 30079 members 
Mstep: Class 11 contains 15753 members 
Mstep: Class 12 contains 1294 members 
Mstep: Class 13 contains 174328 members 
Mstep: Class 14 contains 39773 members 
Mstep: Class 15 contains 7103 members 
Mstep: Class 18 contains 8270 members 
Mstep: Class 20 contains 8724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29078868.000000 Penalty: 34534.289062
Iteration 109Q: 17 clusters Score -2.907887e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 40391 members 
Mstep: Class 3 contains 8776 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 6 contains 42330 members 
Mstep: Class 7 contains 10057 members 
Mstep: Class 8 contains 2134 members 
Mstep: Class 9 contains 190329 members 
Mstep: Class 10 contains 30347 members 
Mstep: Class 11 contains 15581 members 
Mstep: Class 12 contains 1294 members 
Mstep: Class 13 contains 173817 members 
Mstep: Class 14 contains 39560 members 
Mstep: Class 15 contains 7103 members 
Mstep: Class 18 contains 7598 members 
Mstep: Class 20 contains 8564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29079340.000000 Penalty: 34534.289062
Iteration 110Q: 17 clusters Score -2.907934e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 40404 members 
Mstep: Class 3 contains 8745 members 
Mstep: Class 4 contains 4370 members 
Mstep: Class 6 contains 42269 members 
Mstep: Class 7 contains 10057 members 
Mstep: Class 8 contains 2130 members 
Mstep: Class 9 contains 191838 members 
Mstep: Class 10 contains 30590 members 
Mstep: Class 11 contains 15412 members 
Mstep: Class 12 contains 1293 members 
Mstep: Class 13 contains 173349 members 
Mstep: Class 14 contains 39348 members 
Mstep: Class 15 contains 7103 members 
Mstep: Class 18 contains 6998 members 
Mstep: Class 20 contains 8376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29079738.000000 Penalty: 34534.289062
Iteration 111Q: 17 clusters Score -2.907974e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 40419 members 
Mstep: Class 3 contains 8709 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 6 contains 42214 members 
Mstep: Class 7 contains 10055 members 
Mstep: Class 8 contains 2131 members 
Mstep: Class 9 contains 193305 members 
Mstep: Class 10 contains 30853 members 
Mstep: Class 11 contains 15236 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 172862 members 
Mstep: Class 14 contains 39153 members 
Mstep: Class 15 contains 7103 members 
Mstep: Class 18 contains 6426 members 
Mstep: Class 20 contains 8192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29080060.000000 Penalty: 34534.289062
Iteration 112Q: 17 clusters Score -2.908006e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 40435 members 
Mstep: Class 3 contains 8681 members 
Mstep: Class 4 contains 4279 members 
Mstep: Class 6 contains 42181 members 
Mstep: Class 7 contains 10053 members 
Mstep: Class 8 contains 2129 members 
Mstep: Class 9 contains 194736 members 
Mstep: Class 10 contains 31121 members 
Mstep: Class 11 contains 15062 members 
Mstep: Class 12 contains 1279 members 
Mstep: Class 13 contains 172343 members 
Mstep: Class 14 contains 38942 members 
Mstep: Class 15 contains 7108 members 
Mstep: Class 18 contains 5893 members 
Mstep: Class 20 contains 8020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29080280.000000 Penalty: 34534.289062
Iteration 113Q: 17 clusters Score -2.908028e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 40443 members 
Mstep: Class 3 contains 8649 members 
Mstep: Class 4 contains 4221 members 
Mstep: Class 6 contains 42163 members 
Mstep: Class 7 contains 10049 members 
Mstep: Class 8 contains 2125 members 
Mstep: Class 9 contains 196105 members 
Mstep: Class 10 contains 31394 members 
Mstep: Class 11 contains 14939 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 171809 members 
Mstep: Class 14 contains 38722 members 
Mstep: Class 15 contains 7112 members 
Mstep: Class 18 contains 5398 members 
Mstep: Class 20 contains 7845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29080644.000000 Penalty: 34534.289062
Iteration 114Q: 17 clusters Score -2.908064e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 40442 members 
Mstep: Class 3 contains 8610 members 
Mstep: Class 4 contains 4173 members 
Mstep: Class 6 contains 42135 members 
Mstep: Class 7 contains 10045 members 
Mstep: Class 8 contains 2125 members 
Mstep: Class 9 contains 197430 members 
Mstep: Class 10 contains 31659 members 
Mstep: Class 11 contains 14799 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 171258 members 
Mstep: Class 14 contains 38512 members 
Mstep: Class 15 contains 7118 members 
Mstep: Class 18 contains 4983 members 
Mstep: Class 20 contains 7681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29080846.000000 Penalty: 34534.289062
Iteration 115Q: 17 clusters Score -2.908085e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 40461 members 
Mstep: Class 3 contains 8579 members 
Mstep: Class 4 contains 4140 members 
Mstep: Class 6 contains 42107 members 
Mstep: Class 7 contains 10040 members 
Mstep: Class 8 contains 2123 members 
Mstep: Class 9 contains 198644 members 
Mstep: Class 10 contains 31911 members 
Mstep: Class 11 contains 14665 members 
Mstep: Class 12 contains 1259 members 
Mstep: Class 13 contains 170719 members 
Mstep: Class 14 contains 38320 members 
Mstep: Class 15 contains 7119 members 
Mstep: Class 18 contains 4610 members 
Mstep: Class 20 contains 7533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29081122.000000 Penalty: 34534.289062
Iteration 116Q: 17 clusters Score -2.908112e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 40470 members 
Mstep: Class 3 contains 8548 members 
Mstep: Class 4 contains 4103 members 
Mstep: Class 6 contains 42075 members 
Mstep: Class 7 contains 10036 members 
Mstep: Class 8 contains 2124 members 
Mstep: Class 9 contains 199799 members 
Mstep: Class 10 contains 32169 members 
Mstep: Class 11 contains 14562 members 
Mstep: Class 12 contains 1254 members 
Mstep: Class 13 contains 170181 members 
Mstep: Class 14 contains 38134 members 
Mstep: Class 15 contains 7112 members 
Mstep: Class 18 contains 4255 members 
Mstep: Class 20 contains 7397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29081120.000000 Penalty: 34534.289062
Iteration 117Q: 17 clusters Score -2.908112e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 40475 members 
Mstep: Class 3 contains 8524 members 
Mstep: Class 4 contains 4068 members 
Mstep: Class 6 contains 42046 members 
Mstep: Class 7 contains 10035 members 
Mstep: Class 8 contains 2123 members 
Mstep: Class 9 contains 200887 members 
Mstep: Class 10 contains 32445 members 
Mstep: Class 11 contains 14477 members 
Mstep: Class 12 contains 1248 members 
Mstep: Class 13 contains 169660 members 
Mstep: Class 14 contains 37936 members 
Mstep: Class 15 contains 7105 members 
Mstep: Class 18 contains 3947 members 
Mstep: Class 20 contains 7243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29081460.000000 Penalty: 34534.289062
Iteration 118Q: 17 clusters Score -2.908146e+07 nChanged 1622
Entering ConstructFrom: 
Score: -29081460.000000 Penalty: 34534.289062
Entering ConstructFrom: 
Trying to split cluster 1 (4575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Entering Unmasked Estep 
Score: -213715.281250 Penalty: 1369.608765
	Iteration 0F: 2 clusters Score -213715.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -210088.828125 Penalty: 2739.217529
	Iteration 0F: 3 clusters Score -210088.8 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -211071.703125 Penalty: 2739.217529
	Iteration 1F: 3 clusters Score -211071.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -211240.890625 Penalty: 2739.217529
	Iteration 2F: 3 clusters Score -211240.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -211349.796875 Penalty: 2739.217529
	Iteration 3Q: 3 clusters Score -211349.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -211447.343750 Penalty: 2739.217529
	Iteration 4Q: 3 clusters Score -211447.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -211522.390625 Penalty: 2739.217529
	Iteration 5Q: 3 clusters Score -211522.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -211586.921875 Penalty: 2739.217529
	Iteration 6Q: 3 clusters Score -211586.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -211646.140625 Penalty: 2739.217529
	Iteration 7Q: 3 clusters Score -211646.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -211718.203125 Penalty: 2739.217529
	Iteration 8Q: 3 clusters Score -211718.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -211801.593750 Penalty: 2739.217529
	Iteration 9Q: 3 clusters Score -211801.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -211886.015625 Penalty: 2739.217529
	Iteration 10Q: 3 clusters Score -211886 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -211971.390625 Penalty: 2739.217529
	Iteration 11Q: 3 clusters Score -211971.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -212061.906250 Penalty: 2739.217529
	Iteration 12Q: 3 clusters Score -212061.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -212149.687500 Penalty: 2739.217529
	Iteration 13Q: 3 clusters Score -212149.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -212239.562500 Penalty: 2739.217529
	Iteration 14Q: 3 clusters Score -212239.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -212341.343750 Penalty: 2739.217529
	Iteration 15Q: 3 clusters Score -212341.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -212455.000000 Penalty: 2739.217529
	Iteration 16Q: 3 clusters Score -212455 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -212551.437500 Penalty: 2739.217529
	Iteration 17Q: 3 clusters Score -212551.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -212615.671875 Penalty: 2739.217529
	Iteration 18Q: 3 clusters Score -212615.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -212660.953125 Penalty: 2739.217529
	Iteration 19Q: 3 clusters Score -212661 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -212695.484375 Penalty: 2739.217529
	Iteration 20F: 3 clusters Score -212695.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -212720.531250 Penalty: 2739.217529
	Iteration 21Q: 3 clusters Score -212720.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -212745.218750 Penalty: 2739.217529
	Iteration 22Q: 3 clusters Score -212745.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -212767.468750 Penalty: 2739.217529
	Iteration 23Q: 3 clusters Score -212767.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -212780.328125 Penalty: 2739.217529
	Iteration 24Q: 3 clusters Score -212780.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -212788.828125 Penalty: 2739.217529
	Iteration 25Q: 3 clusters Score -212788.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -212794.406250 Penalty: 2739.217529
	Iteration 26Q: 3 clusters Score -212794.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -212803.171875 Penalty: 2739.217529
	Iteration 27Q: 3 clusters Score -212803.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -212810.500000 Penalty: 2739.217529
	Iteration 28Q: 3 clusters Score -212810.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -212812.000000 Penalty: 2739.217529
	Iteration 29Q: 3 clusters Score -212812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -212814.046875 Penalty: 2739.217529
	Iteration 30Q: 3 clusters Score -212814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -212816.296875 Penalty: 2739.217529
	Iteration 31Q: 3 clusters Score -212816.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -212818.906250 Penalty: 2739.217529
	Iteration 32Q: 3 clusters Score -212818.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -212822.093750 Penalty: 2739.217529
	Iteration 33Q: 3 clusters Score -212822.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -212825.234375 Penalty: 2739.217529
	Iteration 34Q: 3 clusters Score -212825.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -212827.500000 Penalty: 2739.217529
	Iteration 35Q: 3 clusters Score -212827.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -212830.531250 Penalty: 2739.217529
	Iteration 36Q: 3 clusters Score -212830.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -212831.968750 Penalty: 2739.217529
	Iteration 37Q: 3 clusters Score -212832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -212834.656250 Penalty: 2739.217529
	Iteration 38Q: 3 clusters Score -212834.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -212837.500000 Penalty: 2739.217529
	Iteration 39Q: 3 clusters Score -212837.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -212839.812500 Penalty: 2739.217529
	Iteration 40F: 3 clusters Score -212839.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -212844.812500 Penalty: 2739.217529
	Iteration 41Q: 3 clusters Score -212844.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -212849.093750 Penalty: 2739.217529
	Iteration 42Q: 3 clusters Score -212849.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -212854.656250 Penalty: 2739.217529
	Iteration 43Q: 3 clusters Score -212854.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -212857.843750 Penalty: 2739.217529
	Iteration 44Q: 3 clusters Score -212857.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -212860.046875 Penalty: 2739.217529
	Iteration 45Q: 3 clusters Score -212860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -212862.859375 Penalty: 2739.217529
	Iteration 46Q: 3 clusters Score -212862.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -212865.250000 Penalty: 2739.217529
	Iteration 47Q: 3 clusters Score -212865.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -212867.156250 Penalty: 2739.217529
	Iteration 48Q: 3 clusters Score -212867.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -212868.140625 Penalty: 2739.217529
	Iteration 49Q: 3 clusters Score -212868.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -212868.656250 Penalty: 2739.217529
	Iteration 50Q: 3 clusters Score -212868.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -212870.437500 Penalty: 2739.217529
	Iteration 51Q: 3 clusters Score -212870.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -212871.328125 Penalty: 2739.217529
	Iteration 52Q: 3 clusters Score -212871.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -212872.703125 Penalty: 2739.217529
	Iteration 53Q: 3 clusters Score -212872.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -212873.062500 Penalty: 2739.217529
	Iteration 54Q: 3 clusters Score -212873.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -212873.375000 Penalty: 2739.217529
	Iteration 55Q: 3 clusters Score -212873.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -212874.281250 Penalty: 2739.217529
	Iteration 56Q: 3 clusters Score -212874.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -212876.156250 Penalty: 2739.217529
	Iteration 57Q: 3 clusters Score -212876.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -212878.250000 Penalty: 2739.217529
	Iteration 58Q: 3 clusters Score -212878.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -212879.578125 Penalty: 2739.217529
	Iteration 59Q: 3 clusters Score -212879.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -212880.796875 Penalty: 2739.217529
	Iteration 60F: 3 clusters Score -212880.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Entering Unmasked Estep 
Score: -2054922.250000 Penalty: 1723.923584
	Iteration 0F: 2 clusters Score -2054922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -2027913.625000 Penalty: 3447.847168
	Iteration 0F: 3 clusters Score -2027914 nChanged 18844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -2038959.250000 Penalty: 3447.847168
	Iteration 1F: 3 clusters Score -2038959 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -2039981.500000 Penalty: 3447.847168
	Iteration 2F: 3 clusters Score -2039982 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -2041328.375000 Penalty: 3447.847168
	Iteration 3F: 3 clusters Score -2041328 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -2042986.375000 Penalty: 3447.847168
	Iteration 4F: 3 clusters Score -2042986 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -2044813.125000 Penalty: 3447.847168
	Iteration 5F: 3 clusters Score -2044813 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -2046920.125000 Penalty: 3447.847168
	Iteration 6F: 3 clusters Score -2046920 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 33479 members 
Entering Unmasked Estep 
Score: -2049027.375000 Penalty: 3447.847168
	Iteration 7F: 3 clusters Score -2049027 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -2050694.375000 Penalty: 3447.847168
	Iteration 8Q: 3 clusters Score -2050694 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -2051913.625000 Penalty: 3447.847168
	Iteration 9Q: 3 clusters Score -2051914 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -2052678.125000 Penalty: 3447.847168
	Iteration 10Q: 3 clusters Score -2052678 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -2053108.125000 Penalty: 3447.847168
	Iteration 11Q: 3 clusters Score -2053108 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
Score: -2053355.250000 Penalty: 3447.847168
	Iteration 12Q: 3 clusters Score -2053355 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -2053531.375000 Penalty: 3447.847168
	Iteration 13Q: 3 clusters Score -2053531 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -2053644.625000 Penalty: 3447.847168
	Iteration 14Q: 3 clusters Score -2053645 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -2053716.250000 Penalty: 3447.847168
	Iteration 15Q: 3 clusters Score -2053716 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -2053774.375000 Penalty: 3447.847168
	Iteration 16Q: 3 clusters Score -2053774 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 38902 members 
Entering Unmasked Estep 
Score: -2053799.000000 Penalty: 3447.847168
	Iteration 17Q: 3 clusters Score -2053799 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -2053818.000000 Penalty: 3447.847168
	Iteration 18Q: 3 clusters Score -2053818 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 39021 members 
Entering Unmasked Estep 
Score: -2053838.125000 Penalty: 3447.847168
	Iteration 19Q: 3 clusters Score -2053838 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -2053848.000000 Penalty: 3447.847168
	Iteration 20F: 3 clusters Score -2053848 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -2053851.250000 Penalty: 3447.847168
	Iteration 21Q: 3 clusters Score -2053851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -2053855.125000 Penalty: 3447.847168
	Iteration 22Q: 3 clusters Score -2053855 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -2053861.875000 Penalty: 3447.847168
	Iteration 23Q: 3 clusters Score -2053862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -2053865.750000 Penalty: 3447.847168
	Iteration 24Q: 3 clusters Score -2053866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -2053869.250000 Penalty: 3447.847168
	Iteration 25Q: 3 clusters Score -2053869 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -2053877.875000 Penalty: 3447.847168
	Iteration 26Q: 3 clusters Score -2053878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -2053882.125000 Penalty: 3447.847168
	Iteration 27Q: 3 clusters Score -2053882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
Score: -2053886.500000 Penalty: 3447.847168
	Iteration 28Q: 3 clusters Score -2053886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -2053887.875000 Penalty: 3447.847168
	Iteration 29Q: 3 clusters Score -2053888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 39234 members 
Entering Unmasked Estep 
Score: -2053892.125000 Penalty: 3447.847168
	Iteration 30Q: 3 clusters Score -2053892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -2053893.750000 Penalty: 3447.847168
	Iteration 31Q: 3 clusters Score -2053894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -2053902.500000 Penalty: 3447.847168
	Iteration 32Q: 3 clusters Score -2053902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -2053904.125000 Penalty: 3447.847168
	Iteration 33Q: 3 clusters Score -2053904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -2053905.000000 Penalty: 3447.847168
	Iteration 34Q: 3 clusters Score -2053905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -2053907.875000 Penalty: 3447.847168
	Iteration 35Q: 3 clusters Score -2053908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -2053906.750000 Penalty: 3447.847168
	Iteration 36Q: 3 clusters Score -2053907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -2053909.000000 Penalty: 3447.847168
	Iteration 37Q: 3 clusters Score -2053909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -2053911.750000 Penalty: 3447.847168
	Iteration 38Q: 3 clusters Score -2053912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 39305 members 
Entering Unmasked Estep 
Score: -2053912.625000 Penalty: 3447.847168
	Iteration 39Q: 3 clusters Score -2053913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -2053909.125000 Penalty: 3447.847168
	Iteration 40F: 3 clusters Score -2053909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -2053911.875000 Penalty: 3447.847168
	Iteration 41Q: 3 clusters Score -2053912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -2053913.875000 Penalty: 3447.847168
	Iteration 42Q: 3 clusters Score -2053914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -2053914.375000 Penalty: 3447.847168
	Iteration 43Q: 3 clusters Score -2053914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -2053914.375000 Penalty: 3447.847168
	Iteration 44F: 3 clusters Score -2053914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Entering Unmasked Estep 
Score: -452567.031250 Penalty: 1470.290161
	Iteration 0F: 2 clusters Score -452567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -446331.031250 Penalty: 2940.580322
	Iteration 0F: 3 clusters Score -446331 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -448287.937500 Penalty: 2940.580322
	Iteration 1F: 3 clusters Score -448287.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -448518.625000 Penalty: 2940.580322
	Iteration 2F: 3 clusters Score -448518.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -448691.812500 Penalty: 2940.580322
	Iteration 3F: 3 clusters Score -448691.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -448832.062500 Penalty: 2940.580322
	Iteration 4Q: 3 clusters Score -448832.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -448981.406250 Penalty: 2940.580322
	Iteration 5Q: 3 clusters Score -448981.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -449182.125000 Penalty: 2940.580322
	Iteration 6Q: 3 clusters Score -449182.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -449449.718750 Penalty: 2940.580322
	Iteration 7Q: 3 clusters Score -449449.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -449769.906250 Penalty: 2940.580322
	Iteration 8F: 3 clusters Score -449769.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -450121.968750 Penalty: 2940.580322
	Iteration 9F: 3 clusters Score -450122 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -450451.718750 Penalty: 2940.580322
	Iteration 10Q: 3 clusters Score -450451.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -450735.875000 Penalty: 2940.580322
	Iteration 11Q: 3 clusters Score -450735.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -450924.593750 Penalty: 2940.580322
	Iteration 12Q: 3 clusters Score -450924.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -451036.843750 Penalty: 2940.580322
	Iteration 13Q: 3 clusters Score -451036.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -451113.062500 Penalty: 2940.580322
	Iteration 14Q: 3 clusters Score -451113.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -451145.500000 Penalty: 2940.580322
	Iteration 15Q: 3 clusters Score -451145.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -451170.312500 Penalty: 2940.580322
	Iteration 16Q: 3 clusters Score -451170.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -451181.375000 Penalty: 2940.580322
	Iteration 17Q: 3 clusters Score -451181.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -451196.156250 Penalty: 2940.580322
	Iteration 18Q: 3 clusters Score -451196.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -451208.843750 Penalty: 2940.580322
	Iteration 19Q: 3 clusters Score -451208.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -451228.750000 Penalty: 2940.580322
	Iteration 20F: 3 clusters Score -451228.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -451237.156250 Penalty: 2940.580322
	Iteration 21Q: 3 clusters Score -451237.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -451241.343750 Penalty: 2940.580322
	Iteration 22Q: 3 clusters Score -451241.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -451245.343750 Penalty: 2940.580322
	Iteration 23Q: 3 clusters Score -451245.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -451246.875000 Penalty: 2940.580322
	Iteration 24Q: 3 clusters Score -451246.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -451247.937500 Penalty: 2940.580322
	Iteration 25Q: 3 clusters Score -451247.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -451249.156250 Penalty: 2940.580322
	Iteration 26Q: 3 clusters Score -451249.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -451251.312500 Penalty: 2940.580322
	Iteration 27Q: 3 clusters Score -451251.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -451251.312500 Penalty: 2940.580322
	Iteration 28F: 3 clusters Score -451251.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Entering Unmasked Estep 
Score: -185882.562500 Penalty: 1348.714722
	Iteration 0F: 2 clusters Score -185882.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -182492.437500 Penalty: 2697.429443
	Iteration 0F: 3 clusters Score -182492.4 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -183592.281250 Penalty: 2697.429443
	Iteration 1F: 3 clusters Score -183592.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -184026.578125 Penalty: 2697.429443
	Iteration 2F: 3 clusters Score -184026.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -184347.625000 Penalty: 2697.429443
	Iteration 3F: 3 clusters Score -184347.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -184617.265625 Penalty: 2697.429443
	Iteration 4F: 3 clusters Score -184617.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -184815.281250 Penalty: 2697.429443
	Iteration 5F: 3 clusters Score -184815.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -184943.125000 Penalty: 2697.429443
	Iteration 6Q: 3 clusters Score -184943.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -185017.125000 Penalty: 2697.429443
	Iteration 7Q: 3 clusters Score -185017.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -185065.328125 Penalty: 2697.429443
	Iteration 8Q: 3 clusters Score -185065.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -185087.953125 Penalty: 2697.429443
	Iteration 9Q: 3 clusters Score -185088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -185098.937500 Penalty: 2697.429443
	Iteration 10Q: 3 clusters Score -185098.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -185104.343750 Penalty: 2697.429443
	Iteration 11Q: 3 clusters Score -185104.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -185107.359375 Penalty: 2697.429443
	Iteration 12Q: 3 clusters Score -185107.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -185110.515625 Penalty: 2697.429443
	Iteration 13Q: 3 clusters Score -185110.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -185112.578125 Penalty: 2697.429443
	Iteration 14Q: 3 clusters Score -185112.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -185114.718750 Penalty: 2697.429443
	Iteration 15Q: 3 clusters Score -185114.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -185117.625000 Penalty: 2697.429443
	Iteration 16Q: 3 clusters Score -185117.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -185118.843750 Penalty: 2697.429443
	Iteration 17Q: 3 clusters Score -185118.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -185119.328125 Penalty: 2697.429443
	Iteration 18Q: 3 clusters Score -185119.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -185119.421875 Penalty: 2697.429443
	Iteration 19Q: 3 clusters Score -185119.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -185119.796875 Penalty: 2697.429443
	Iteration 20F: 3 clusters Score -185119.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -185120.343750 Penalty: 2697.429443
	Iteration 21Q: 3 clusters Score -185120.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -185120.734375 Penalty: 2697.429443
	Iteration 22Q: 3 clusters Score -185120.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -185120.734375 Penalty: 2697.429443
	Iteration 23F: 3 clusters Score -185120.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Entering Unmasked Estep 
Score: -2179045.250000 Penalty: 1730.016846
	Iteration 0F: 2 clusters Score -2179045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -2150938.000000 Penalty: 3460.033691
	Iteration 0F: 3 clusters Score -2150938 nChanged 19613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -2162031.750000 Penalty: 3460.033691
	Iteration 1F: 3 clusters Score -2162032 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -2162867.500000 Penalty: 3460.033691
	Iteration 2Q: 3 clusters Score -2162868 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -2164188.000000 Penalty: 3460.033691
	Iteration 3F: 3 clusters Score -2164188 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -2166097.750000 Penalty: 3460.033691
	Iteration 4F: 3 clusters Score -2166098 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -2168621.750000 Penalty: 3460.033691
	Iteration 5F: 3 clusters Score -2168622 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -2171331.000000 Penalty: 3460.033691
	Iteration 6F: 3 clusters Score -2171331 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -2173587.250000 Penalty: 3460.033691
	Iteration 7F: 3 clusters Score -2173587 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -2175217.750000 Penalty: 3460.033691
	Iteration 8Q: 3 clusters Score -2175218 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -2176226.500000 Penalty: 3460.033691
	Iteration 9Q: 3 clusters Score -2176226 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -2176795.750000 Penalty: 3460.033691
	Iteration 10Q: 3 clusters Score -2176796 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -2177167.000000 Penalty: 3460.033691
	Iteration 11Q: 3 clusters Score -2177167 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -2177360.750000 Penalty: 3460.033691
	Iteration 12Q: 3 clusters Score -2177361 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 40753 members 
Entering Unmasked Estep 
Score: -2177471.000000 Penalty: 3460.033691
	Iteration 13Q: 3 clusters Score -2177471 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -2177538.500000 Penalty: 3460.033691
	Iteration 14Q: 3 clusters Score -2177538 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -2177584.500000 Penalty: 3460.033691
	Iteration 15Q: 3 clusters Score -2177584 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
Score: -2177629.500000 Penalty: 3460.033691
	Iteration 16Q: 3 clusters Score -2177630 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -2177660.000000 Penalty: 3460.033691
	Iteration 17Q: 3 clusters Score -2177660 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -2177678.000000 Penalty: 3460.033691
	Iteration 18Q: 3 clusters Score -2177678 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -2177690.500000 Penalty: 3460.033691
	Iteration 19Q: 3 clusters Score -2177690 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -2177707.000000 Penalty: 3460.033691
	Iteration 20F: 3 clusters Score -2177707 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -2177722.500000 Penalty: 3460.033691
	Iteration 21Q: 3 clusters Score -2177722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -2177728.500000 Penalty: 3460.033691
	Iteration 22Q: 3 clusters Score -2177728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -2177729.000000 Penalty: 3460.033691
	Iteration 23Q: 3 clusters Score -2177729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -2177731.250000 Penalty: 3460.033691
	Iteration 24Q: 3 clusters Score -2177731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -2177737.250000 Penalty: 3460.033691
	Iteration 25Q: 3 clusters Score -2177737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 41249 members 
Entering Unmasked Estep 
Score: -2177734.000000 Penalty: 3460.033691
	Iteration 26Q: 3 clusters Score -2177734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 41250 members 
Entering Unmasked Estep 
Score: -2177736.500000 Penalty: 3460.033691
	Iteration 27Q: 3 clusters Score -2177736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -2177737.500000 Penalty: 3460.033691
	Iteration 28Q: 3 clusters Score -2177738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -2177737.250000 Penalty: 3460.033691
	Iteration 29Q: 3 clusters Score -2177737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 41254 members 
Entering Unmasked Estep 
Score: -2177738.750000 Penalty: 3460.033691
	Iteration 30Q: 3 clusters Score -2177739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -2177740.500000 Penalty: 3460.033691
	Iteration 31Q: 3 clusters Score -2177740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -2177739.750000 Penalty: 3460.033691
	Iteration 32Q: 3 clusters Score -2177740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -2177739.000000 Penalty: 3460.033691
	Iteration 33Q: 3 clusters Score -2177739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -2177739.000000 Penalty: 3460.033691
	Iteration 34F: 3 clusters Score -2177739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Entering Unmasked Estep 
Score: -515002.250000 Penalty: 1497.248047
	Iteration 0F: 2 clusters Score -515002.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -507798.531250 Penalty: 2994.496094
	Iteration 0F: 3 clusters Score -507798.5 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -510020.187500 Penalty: 2994.496094
	Iteration 1F: 3 clusters Score -510020.2 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -510226.187500 Penalty: 2994.496094
	Iteration 2F: 3 clusters Score -510226.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -510397.656250 Penalty: 2994.496094
	Iteration 3Q: 3 clusters Score -510397.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -510555.468750 Penalty: 2994.496094
	Iteration 4Q: 3 clusters Score -510555.5 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -510743.406250 Penalty: 2994.496094
	Iteration 5Q: 3 clusters Score -510743.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -510992.093750 Penalty: 2994.496094
	Iteration 6Q: 3 clusters Score -510992.1 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -511306.000000 Penalty: 2994.496094
	Iteration 7F: 3 clusters Score -511306 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -511702.687500 Penalty: 2994.496094
	Iteration 8F: 3 clusters Score -511702.7 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -512186.531250 Penalty: 2994.496094
	Iteration 9F: 3 clusters Score -512186.5 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -512731.656250 Penalty: 2994.496094
	Iteration 10F: 3 clusters Score -512731.7 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -513213.593750 Penalty: 2994.496094
	Iteration 11F: 3 clusters Score -513213.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -513494.250000 Penalty: 2994.496094
	Iteration 12Q: 3 clusters Score -513494.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -513648.812500 Penalty: 2994.496094
	Iteration 13Q: 3 clusters Score -513648.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -513727.437500 Penalty: 2994.496094
	Iteration 14Q: 3 clusters Score -513727.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -513768.437500 Penalty: 2994.496094
	Iteration 15Q: 3 clusters Score -513768.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -513794.437500 Penalty: 2994.496094
	Iteration 16Q: 3 clusters Score -513794.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -513810.093750 Penalty: 2994.496094
	Iteration 17Q: 3 clusters Score -513810.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -513815.468750 Penalty: 2994.496094
	Iteration 18Q: 3 clusters Score -513815.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -513821.843750 Penalty: 2994.496094
	Iteration 19Q: 3 clusters Score -513821.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -513825.187500 Penalty: 2994.496094
	Iteration 20F: 3 clusters Score -513825.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -513829.062500 Penalty: 2994.496094
	Iteration 21Q: 3 clusters Score -513829.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -513829.062500 Penalty: 2994.496094
	Iteration 22F: 3 clusters Score -513829.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Entering Unmasked Estep 
Score: -91296.703125 Penalty: 1244.538696
	Iteration 0F: 2 clusters Score -91296.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -89100.820312 Penalty: 2489.077393
	Iteration 0F: 3 clusters Score -89100.82 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -89624.257812 Penalty: 2489.077393
	Iteration 1F: 3 clusters Score -89624.26 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -89765.492188 Penalty: 2489.077393
	Iteration 2F: 3 clusters Score -89765.49 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -89839.437500 Penalty: 2489.077393
	Iteration 3F: 3 clusters Score -89839.44 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -89883.859375 Penalty: 2489.077393
	Iteration 4Q: 3 clusters Score -89883.86 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -89912.562500 Penalty: 2489.077393
	Iteration 5Q: 3 clusters Score -89912.56 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -89937.648438 Penalty: 2489.077393
	Iteration 6Q: 3 clusters Score -89937.65 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -89955.234375 Penalty: 2489.077393
	Iteration 7Q: 3 clusters Score -89955.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -89976.898438 Penalty: 2489.077393
	Iteration 8Q: 3 clusters Score -89976.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -89992.914062 Penalty: 2489.077393
	Iteration 9Q: 3 clusters Score -89992.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -90001.218750 Penalty: 2489.077393
	Iteration 10Q: 3 clusters Score -90001.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -90007.718750 Penalty: 2489.077393
	Iteration 11Q: 3 clusters Score -90007.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -90012.898438 Penalty: 2489.077393
	Iteration 12Q: 3 clusters Score -90012.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -90018.179688 Penalty: 2489.077393
	Iteration 13Q: 3 clusters Score -90018.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -90022.281250 Penalty: 2489.077393
	Iteration 14Q: 3 clusters Score -90022.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -90025.257812 Penalty: 2489.077393
	Iteration 15Q: 3 clusters Score -90025.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -90029.078125 Penalty: 2489.077393
	Iteration 16Q: 3 clusters Score -90029.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -90030.531250 Penalty: 2489.077393
	Iteration 17Q: 3 clusters Score -90030.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -90033.195312 Penalty: 2489.077393
	Iteration 18Q: 3 clusters Score -90033.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -90036.007812 Penalty: 2489.077393
	Iteration 19Q: 3 clusters Score -90036.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -90041.429688 Penalty: 2489.077393
	Iteration 20F: 3 clusters Score -90041.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -90046.132812 Penalty: 2489.077393
	Iteration 21Q: 3 clusters Score -90046.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -90049.515625 Penalty: 2489.077393
	Iteration 22Q: 3 clusters Score -90049.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -90052.726562 Penalty: 2489.077393
	Iteration 23Q: 3 clusters Score -90052.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -90054.296875 Penalty: 2489.077393
	Iteration 24Q: 3 clusters Score -90054.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -90055.929688 Penalty: 2489.077393
	Iteration 25Q: 3 clusters Score -90055.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -90056.843750 Penalty: 2489.077393
	Iteration 26Q: 3 clusters Score -90056.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -90058.734375 Penalty: 2489.077393
	Iteration 27Q: 3 clusters Score -90058.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -90060.437500 Penalty: 2489.077393
	Iteration 28Q: 3 clusters Score -90060.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -90063.101562 Penalty: 2489.077393
	Iteration 29Q: 3 clusters Score -90063.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -90065.203125 Penalty: 2489.077393
	Iteration 30Q: 3 clusters Score -90065.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -90068.898438 Penalty: 2489.077393
	Iteration 31Q: 3 clusters Score -90068.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -90070.882812 Penalty: 2489.077393
	Iteration 32Q: 3 clusters Score -90070.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -90072.593750 Penalty: 2489.077393
	Iteration 33Q: 3 clusters Score -90072.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -90072.789062 Penalty: 2489.077393
	Iteration 34Q: 3 clusters Score -90072.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -90072.789062 Penalty: 2489.077393
	Iteration 35F: 3 clusters Score -90072.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (201912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201912 members 
Entering Unmasked Estep 
Score: -10120304.000000 Penalty: 1985.032959
	Iteration 0F: 2 clusters Score -1.01203e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101188 members 
Mstep: Class 2 contains 100724 members 
Entering Unmasked Estep 
Score: -9984618.000000 Penalty: 3970.065918
	Iteration 0F: 3 clusters Score -9984618 nChanged 97996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109096 members 
Mstep: Class 2 contains 92816 members 
Entering Unmasked Estep 
Score: -10043017.000000 Penalty: 3970.065918
	Iteration 1F: 3 clusters Score -1.004302e+07 nChanged 7660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113790 members 
Mstep: Class 2 contains 88122 members 
Entering Unmasked Estep 
Score: -10045863.000000 Penalty: 3970.065918
	Iteration 2Q: 3 clusters Score -1.004586e+07 nChanged 9601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121029 members 
Mstep: Class 2 contains 80883 members 
Entering Unmasked Estep 
Score: -10050462.000000 Penalty: 3970.065918
	Iteration 3Q: 3 clusters Score -1.005046e+07 nChanged 12281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131372 members 
Mstep: Class 2 contains 70540 members 
Entering Unmasked Estep 
Score: -10058154.000000 Penalty: 3970.065918
	Iteration 4F: 3 clusters Score -1.005815e+07 nChanged 14779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144799 members 
Mstep: Class 2 contains 57113 members 
Entering Unmasked Estep 
Score: -10069404.000000 Penalty: 3970.065918
	Iteration 5F: 3 clusters Score -1.00694e+07 nChanged 15796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159779 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -10083164.000000 Penalty: 3970.065918
	Iteration 6F: 3 clusters Score -1.008316e+07 nChanged 14449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173872 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -10097129.000000 Penalty: 3970.065918
	Iteration 7F: 3 clusters Score -1.009713e+07 nChanged 10353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184059 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -10107935.000000 Penalty: 3970.065918
	Iteration 8F: 3 clusters Score -1.010794e+07 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189540 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -10114075.000000 Penalty: 3970.065918
	Iteration 9Q: 3 clusters Score -1.011408e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192150 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -10116861.000000 Penalty: 3970.065918
	Iteration 10Q: 3 clusters Score -1.011686e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193579 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -10118178.000000 Penalty: 3970.065918
	Iteration 11Q: 3 clusters Score -1.011818e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194501 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -10118791.000000 Penalty: 3970.065918
	Iteration 12Q: 3 clusters Score -1.011879e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195137 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -10119199.000000 Penalty: 3970.065918
	Iteration 13Q: 3 clusters Score -1.01192e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195587 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -10119436.000000 Penalty: 3970.065918
	Iteration 14Q: 3 clusters Score -1.011944e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195907 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -10119593.000000 Penalty: 3970.065918
	Iteration 15Q: 3 clusters Score -1.011959e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196189 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -10119673.000000 Penalty: 3970.065918
	Iteration 16Q: 3 clusters Score -1.011967e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196409 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -10119771.000000 Penalty: 3970.065918
	Iteration 17Q: 3 clusters Score -1.011977e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196552 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -10119835.000000 Penalty: 3970.065918
	Iteration 18Q: 3 clusters Score -1.011984e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196650 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -10119875.000000 Penalty: 3970.065918
	Iteration 19Q: 3 clusters Score -1.011988e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196724 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -10119885.000000 Penalty: 3970.065918
	Iteration 20F: 3 clusters Score -1.011988e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196802 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -10119892.000000 Penalty: 3970.065918
	Iteration 21Q: 3 clusters Score -1.011989e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196862 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -10119910.000000 Penalty: 3970.065918
	Iteration 22Q: 3 clusters Score -1.011991e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196930 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -10119911.000000 Penalty: 3970.065918
	Iteration 23Q: 3 clusters Score -1.011991e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196982 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -10119920.000000 Penalty: 3970.065918
	Iteration 24Q: 3 clusters Score -1.011992e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197018 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -10119913.000000 Penalty: 3970.065918
	Iteration 25Q: 3 clusters Score -1.011991e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197033 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -10119919.000000 Penalty: 3970.065918
	Iteration 26Q: 3 clusters Score -1.011992e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197049 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -10119946.000000 Penalty: 3970.065918
	Iteration 27Q: 3 clusters Score -1.011995e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197059 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -10119992.000000 Penalty: 3970.065918
	Iteration 28Q: 3 clusters Score -1.011999e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197068 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -10119989.000000 Penalty: 3970.065918
	Iteration 29Q: 3 clusters Score -1.011999e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197082 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -10119987.000000 Penalty: 3970.065918
	Iteration 30Q: 3 clusters Score -1.011999e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197095 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -10120000.000000 Penalty: 3970.065918
	Iteration 31Q: 3 clusters Score -1.012e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197103 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -10119976.000000 Penalty: 3970.065918
	Iteration 32Q: 3 clusters Score -1.011998e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197115 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -10119970.000000 Penalty: 3970.065918
	Iteration 33Q: 3 clusters Score -1.011997e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197124 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -10119955.000000 Penalty: 3970.065918
	Iteration 34Q: 3 clusters Score -1.011996e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197129 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -10119949.000000 Penalty: 3970.065918
	Iteration 35Q: 3 clusters Score -1.011995e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197125 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -10119961.000000 Penalty: 3970.065918
	Iteration 36Q: 3 clusters Score -1.011996e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197120 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -10119958.000000 Penalty: 3970.065918
	Iteration 37Q: 3 clusters Score -1.011996e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197118 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -10119959.000000 Penalty: 3970.065918
	Iteration 38Q: 3 clusters Score -1.011996e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197115 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -10119951.000000 Penalty: 3970.065918
	Iteration 39Q: 3 clusters Score -1.011995e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197115 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -10119956.000000 Penalty: 3970.065918
	Iteration 40F: 3 clusters Score -1.011996e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197107 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -10119952.000000 Penalty: 3970.065918
	Iteration 41Q: 3 clusters Score -1.011995e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197105 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -10119965.000000 Penalty: 3970.065918
	Iteration 42Q: 3 clusters Score -1.011996e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197102 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -10119956.000000 Penalty: 3970.065918
	Iteration 43Q: 3 clusters Score -1.011996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197099 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -10119973.000000 Penalty: 3970.065918
	Iteration 44Q: 3 clusters Score -1.011997e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197100 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -10119977.000000 Penalty: 3970.065918
	Iteration 45Q: 3 clusters Score -1.011998e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197103 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -10119969.000000 Penalty: 3970.065918
	Iteration 46Q: 3 clusters Score -1.011997e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197109 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -10119974.000000 Penalty: 3970.065918
	Iteration 47Q: 3 clusters Score -1.011997e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197111 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -10119978.000000 Penalty: 3970.065918
	Iteration 48Q: 3 clusters Score -1.011998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197112 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -10119975.000000 Penalty: 3970.065918
	Iteration 49Q: 3 clusters Score -1.011998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197115 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -10119965.000000 Penalty: 3970.065918
	Iteration 50Q: 3 clusters Score -1.011996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197118 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -10119967.000000 Penalty: 3970.065918
	Iteration 51Q: 3 clusters Score -1.011997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197120 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -10119970.000000 Penalty: 3970.065918
	Iteration 52Q: 3 clusters Score -1.011997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197122 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -10119973.000000 Penalty: 3970.065918
	Iteration 53Q: 3 clusters Score -1.011997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197123 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -10119975.000000 Penalty: 3970.065918
	Iteration 54Q: 3 clusters Score -1.011998e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197123 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -10119975.000000 Penalty: 3970.065918
	Iteration 55F: 3 clusters Score -1.011998e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Entering Unmasked Estep 
Score: -1742927.625000 Penalty: 1689.347778
	Iteration 0F: 2 clusters Score -1742928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -1720917.625000 Penalty: 3378.695557
	Iteration 0F: 3 clusters Score -1720918 nChanged 15161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -1729309.250000 Penalty: 3378.695557
	Iteration 1F: 3 clusters Score -1729309 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -1729900.250000 Penalty: 3378.695557
	Iteration 2Q: 3 clusters Score -1729900 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -1730824.125000 Penalty: 3378.695557
	Iteration 3Q: 3 clusters Score -1730824 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -1732276.750000 Penalty: 3378.695557
	Iteration 4F: 3 clusters Score -1732277 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -1734364.500000 Penalty: 3378.695557
	Iteration 5F: 3 clusters Score -1734364 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -1736957.125000 Penalty: 3378.695557
	Iteration 6F: 3 clusters Score -1736957 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -1739796.125000 Penalty: 3378.695557
	Iteration 7F: 3 clusters Score -1739796 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -1741734.000000 Penalty: 3378.695557
	Iteration 8F: 3 clusters Score -1741734 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -1742199.250000 Penalty: 3378.695557
	Iteration 9Q: 3 clusters Score -1742199 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -1742306.875000 Penalty: 3378.695557
	Iteration 10Q: 3 clusters Score -1742307 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -1742351.875000 Penalty: 3378.695557
	Iteration 11Q: 3 clusters Score -1742352 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -1742372.375000 Penalty: 3378.695557
	Iteration 12Q: 3 clusters Score -1742372 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -1742398.000000 Penalty: 3378.695557
	Iteration 13Q: 3 clusters Score -1742398 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -1742412.375000 Penalty: 3378.695557
	Iteration 14Q: 3 clusters Score -1742412 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -1742419.000000 Penalty: 3378.695557
	Iteration 15Q: 3 clusters Score -1742419 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -1742440.125000 Penalty: 3378.695557
	Iteration 16Q: 3 clusters Score -1742440 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -1742446.250000 Penalty: 3378.695557
	Iteration 17Q: 3 clusters Score -1742446 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -1742452.000000 Penalty: 3378.695557
	Iteration 18Q: 3 clusters Score -1742452 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -1742456.875000 Penalty: 3378.695557
	Iteration 19Q: 3 clusters Score -1742457 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -1742458.125000 Penalty: 3378.695557
	Iteration 20F: 3 clusters Score -1742458 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -1742455.125000 Penalty: 3378.695557
	Iteration 21Q: 3 clusters Score -1742455 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -1742458.750000 Penalty: 3378.695557
	Iteration 22Q: 3 clusters Score -1742459 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -1742466.875000 Penalty: 3378.695557
	Iteration 23Q: 3 clusters Score -1742467 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -1742465.125000 Penalty: 3378.695557
	Iteration 24Q: 3 clusters Score -1742465 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -1742473.125000 Penalty: 3378.695557
	Iteration 25Q: 3 clusters Score -1742473 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -1742475.500000 Penalty: 3378.695557
	Iteration 26Q: 3 clusters Score -1742476 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -1742481.875000 Penalty: 3378.695557
	Iteration 27Q: 3 clusters Score -1742482 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -1742484.000000 Penalty: 3378.695557
	Iteration 28Q: 3 clusters Score -1742484 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -1742486.000000 Penalty: 3378.695557
	Iteration 29Q: 3 clusters Score -1742486 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -1742488.750000 Penalty: 3378.695557
	Iteration 30Q: 3 clusters Score -1742489 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -1742496.000000 Penalty: 3378.695557
	Iteration 31Q: 3 clusters Score -1742496 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -1742501.375000 Penalty: 3378.695557
	Iteration 32Q: 3 clusters Score -1742501 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -1742512.500000 Penalty: 3378.695557
	Iteration 33Q: 3 clusters Score -1742512 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -1742510.375000 Penalty: 3378.695557
	Iteration 34Q: 3 clusters Score -1742510 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -1742510.500000 Penalty: 3378.695557
	Iteration 35Q: 3 clusters Score -1742510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -1742514.875000 Penalty: 3378.695557
	Iteration 36Q: 3 clusters Score -1742515 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -1742510.875000 Penalty: 3378.695557
	Iteration 37Q: 3 clusters Score -1742511 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -1742509.125000 Penalty: 3378.695557
	Iteration 38Q: 3 clusters Score -1742509 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -1742516.375000 Penalty: 3378.695557
	Iteration 39Q: 3 clusters Score -1742516 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -1742519.625000 Penalty: 3378.695557
	Iteration 40F: 3 clusters Score -1742520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -1742525.625000 Penalty: 3378.695557
	Iteration 41Q: 3 clusters Score -1742526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -1742524.625000 Penalty: 3378.695557
	Iteration 42Q: 3 clusters Score -1742525 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -1742529.375000 Penalty: 3378.695557
	Iteration 43Q: 3 clusters Score -1742529 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -1742528.125000 Penalty: 3378.695557
	Iteration 44Q: 3 clusters Score -1742528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -1742520.000000 Penalty: 3378.695557
	Iteration 45Q: 3 clusters Score -1742520 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -1742528.000000 Penalty: 3378.695557
	Iteration 46Q: 3 clusters Score -1742528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -1742533.625000 Penalty: 3378.695557
	Iteration 47Q: 3 clusters Score -1742534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -1742534.250000 Penalty: 3378.695557
	Iteration 48Q: 3 clusters Score -1742534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -1742531.250000 Penalty: 3378.695557
	Iteration 49Q: 3 clusters Score -1742531 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -1742532.500000 Penalty: 3378.695557
	Iteration 50Q: 3 clusters Score -1742532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -1742533.500000 Penalty: 3378.695557
	Iteration 51Q: 3 clusters Score -1742534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -1742535.375000 Penalty: 3378.695557
	Iteration 52Q: 3 clusters Score -1742535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -1742533.500000 Penalty: 3378.695557
	Iteration 53Q: 3 clusters Score -1742534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -1742533.875000 Penalty: 3378.695557
	Iteration 54Q: 3 clusters Score -1742534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -1742535.125000 Penalty: 3378.695557
	Iteration 55Q: 3 clusters Score -1742535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -1742535.625000 Penalty: 3378.695557
	Iteration 56Q: 3 clusters Score -1742536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -1742536.375000 Penalty: 3378.695557
	Iteration 57Q: 3 clusters Score -1742536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -1742536.625000 Penalty: 3378.695557
	Iteration 58Q: 3 clusters Score -1742537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -1742538.250000 Penalty: 3378.695557
	Iteration 59Q: 3 clusters Score -1742538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -1742544.125000 Penalty: 3378.695557
	Iteration 60F: 3 clusters Score -1742544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -1742542.625000 Penalty: 3378.695557
	Iteration 61Q: 3 clusters Score -1742543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -1742544.125000 Penalty: 3378.695557
	Iteration 62Q: 3 clusters Score -1742544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -1742546.750000 Penalty: 3378.695557
	Iteration 63Q: 3 clusters Score -1742547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -1742542.250000 Penalty: 3378.695557
	Iteration 64Q: 3 clusters Score -1742542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -1742539.875000 Penalty: 3378.695557
	Iteration 65Q: 3 clusters Score -1742540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -1742543.750000 Penalty: 3378.695557
	Iteration 66Q: 3 clusters Score -1742544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -1742545.250000 Penalty: 3378.695557
	Iteration 67Q: 3 clusters Score -1742545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -1742545.000000 Penalty: 3378.695557
	Iteration 68Q: 3 clusters Score -1742545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -1742544.250000 Penalty: 3378.695557
	Iteration 69Q: 3 clusters Score -1742544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -1742545.500000 Penalty: 3378.695557
	Iteration 70Q: 3 clusters Score -1742546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -1742551.750000 Penalty: 3378.695557
	Iteration 71Q: 3 clusters Score -1742552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -1742552.250000 Penalty: 3378.695557
	Iteration 72Q: 3 clusters Score -1742552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -1742551.875000 Penalty: 3378.695557
	Iteration 73Q: 3 clusters Score -1742552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -1742552.750000 Penalty: 3378.695557
	Iteration 74Q: 3 clusters Score -1742553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -1742551.625000 Penalty: 3378.695557
	Iteration 75Q: 3 clusters Score -1742552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -1742553.875000 Penalty: 3378.695557
	Iteration 76Q: 3 clusters Score -1742554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -1742553.875000 Penalty: 3378.695557
	Iteration 77Q: 3 clusters Score -1742554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -1742553.000000 Penalty: 3378.695557
	Iteration 78Q: 3 clusters Score -1742553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -1742552.250000 Penalty: 3378.695557
	Iteration 79Q: 3 clusters Score -1742552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -1742554.125000 Penalty: 3378.695557
	Iteration 80F: 3 clusters Score -1742554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -1742555.500000 Penalty: 3378.695557
	Iteration 81Q: 3 clusters Score -1742556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -1742556.375000 Penalty: 3378.695557
	Iteration 82Q: 3 clusters Score -1742556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -1742556.625000 Penalty: 3378.695557
	Iteration 83Q: 3 clusters Score -1742557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -1742559.000000 Penalty: 3378.695557
	Iteration 84Q: 3 clusters Score -1742559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -1742556.500000 Penalty: 3378.695557
	Iteration 85Q: 3 clusters Score -1742556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -1742557.125000 Penalty: 3378.695557
	Iteration 86Q: 3 clusters Score -1742557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -1742554.625000 Penalty: 3378.695557
	Iteration 87Q: 3 clusters Score -1742555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -1742557.375000 Penalty: 3378.695557
	Iteration 88Q: 3 clusters Score -1742557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -1742559.625000 Penalty: 3378.695557
	Iteration 89Q: 3 clusters Score -1742560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -1742562.000000 Penalty: 3378.695557
	Iteration 90Q: 3 clusters Score -1742562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -1742561.125000 Penalty: 3378.695557
	Iteration 91Q: 3 clusters Score -1742561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -1742564.375000 Penalty: 3378.695557
	Iteration 92Q: 3 clusters Score -1742564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -1742564.375000 Penalty: 3378.695557
	Iteration 93F: 3 clusters Score -1742564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Entering Unmasked Estep 
Score: -724200.500000 Penalty: 1556.013672
	Iteration 0F: 2 clusters Score -724200.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -714314.687500 Penalty: 3112.027344
	Iteration 0F: 3 clusters Score -714314.7 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -717754.812500 Penalty: 3112.027344
	Iteration 1F: 3 clusters Score -717754.8 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -718020.250000 Penalty: 3112.027344
	Iteration 2F: 3 clusters Score -718020.2 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -718247.750000 Penalty: 3112.027344
	Iteration 3Q: 3 clusters Score -718247.8 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -718489.062500 Penalty: 3112.027344
	Iteration 4Q: 3 clusters Score -718489.1 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -718766.437500 Penalty: 3112.027344
	Iteration 5Q: 3 clusters Score -718766.4 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -719126.187500 Penalty: 3112.027344
	Iteration 6Q: 3 clusters Score -719126.2 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -719642.125000 Penalty: 3112.027344
	Iteration 7F: 3 clusters Score -719642.1 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -720329.187500 Penalty: 3112.027344
	Iteration 8F: 3 clusters Score -720329.2 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -721163.562500 Penalty: 3112.027344
	Iteration 9F: 3 clusters Score -721163.6 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -721828.000000 Penalty: 3112.027344
	Iteration 10F: 3 clusters Score -721828 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -722263.125000 Penalty: 3112.027344
	Iteration 11Q: 3 clusters Score -722263.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -722544.562500 Penalty: 3112.027344
	Iteration 12Q: 3 clusters Score -722544.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -722692.937500 Penalty: 3112.027344
	Iteration 13Q: 3 clusters Score -722692.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -722765.375000 Penalty: 3112.027344
	Iteration 14Q: 3 clusters Score -722765.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -722796.000000 Penalty: 3112.027344
	Iteration 15Q: 3 clusters Score -722796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -722814.437500 Penalty: 3112.027344
	Iteration 16Q: 3 clusters Score -722814.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -722820.562500 Penalty: 3112.027344
	Iteration 17Q: 3 clusters Score -722820.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -722823.937500 Penalty: 3112.027344
	Iteration 18Q: 3 clusters Score -722823.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -722828.375000 Penalty: 3112.027344
	Iteration 19Q: 3 clusters Score -722828.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -722828.562500 Penalty: 3112.027344
	Iteration 20F: 3 clusters Score -722828.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Entering Unmasked Estep 
Score: -62939.636719 Penalty: 1157.727783
	Iteration 0F: 2 clusters Score -62939.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -61322.871094 Penalty: 2315.455566
	Iteration 0F: 3 clusters Score -61322.87 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -61616.847656 Penalty: 2315.455566
	Iteration 1F: 3 clusters Score -61616.85 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -61705.253906 Penalty: 2315.455566
	Iteration 2F: 3 clusters Score -61705.25 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -61744.882812 Penalty: 2315.455566
	Iteration 3Q: 3 clusters Score -61744.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -61773.609375 Penalty: 2315.455566
	Iteration 4Q: 3 clusters Score -61773.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -61786.417969 Penalty: 2315.455566
	Iteration 5Q: 3 clusters Score -61786.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -61795.136719 Penalty: 2315.455566
	Iteration 6Q: 3 clusters Score -61795.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -61802.183594 Penalty: 2315.455566
	Iteration 7Q: 3 clusters Score -61802.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -61803.765625 Penalty: 2315.455566
	Iteration 8Q: 3 clusters Score -61803.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -61805.164062 Penalty: 2315.455566
	Iteration 9Q: 3 clusters Score -61805.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -61806.238281 Penalty: 2315.455566
	Iteration 10Q: 3 clusters Score -61806.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -61806.820312 Penalty: 2315.455566
	Iteration 11Q: 3 clusters Score -61806.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -61807.785156 Penalty: 2315.455566
	Iteration 12Q: 3 clusters Score -61807.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -61808.960938 Penalty: 2315.455566
	Iteration 13Q: 3 clusters Score -61808.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -61808.960938 Penalty: 2315.455566
	Iteration 14F: 3 clusters Score -61808.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (169153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169153 members 
Entering Unmasked Estep 
Score: -8923519.000000 Penalty: 1956.265869
	Iteration 0F: 2 clusters Score -8923519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84844 members 
Mstep: Class 2 contains 84309 members 
Entering Unmasked Estep 
Score: -8809947.000000 Penalty: 3912.531738
	Iteration 0F: 3 clusters Score -8809947 nChanged 81588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90868 members 
Mstep: Class 2 contains 78285 members 
Entering Unmasked Estep 
Score: -8858559.000000 Penalty: 3912.531738
	Iteration 1F: 3 clusters Score -8858559 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95277 members 
Mstep: Class 2 contains 73876 members 
Entering Unmasked Estep 
Score: -8860530.000000 Penalty: 3912.531738
	Iteration 2Q: 3 clusters Score -8860530 nChanged 8350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102117 members 
Mstep: Class 2 contains 67036 members 
Entering Unmasked Estep 
Score: -8863988.000000 Penalty: 3912.531738
	Iteration 3Q: 3 clusters Score -8863988 nChanged 11115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112206 members 
Mstep: Class 2 contains 56947 members 
Entering Unmasked Estep 
Score: -8870558.000000 Penalty: 3912.531738
	Iteration 4F: 3 clusters Score -8870558 nChanged 13844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125358 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
Score: -8881056.000000 Penalty: 3912.531738
	Iteration 5F: 3 clusters Score -8881056 nChanged 15030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140076 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -8894445.000000 Penalty: 3912.531738
	Iteration 6F: 3 clusters Score -8894445 nChanged 12917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152923 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -8906933.000000 Penalty: 3912.531738
	Iteration 7F: 3 clusters Score -8906933 nChanged 8401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161320 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -8915208.000000 Penalty: 3912.531738
	Iteration 8Q: 3 clusters Score -8915208 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165716 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -8919355.000000 Penalty: 3912.531738
	Iteration 9Q: 3 clusters Score -8919355 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167434 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -8920869.000000 Penalty: 3912.531738
	Iteration 10Q: 3 clusters Score -8920869 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168012 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -8921397.000000 Penalty: 3912.531738
	Iteration 11Q: 3 clusters Score -8921397 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168246 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -8921653.000000 Penalty: 3912.531738
	Iteration 12Q: 3 clusters Score -8921653 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168344 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -8921852.000000 Penalty: 3912.531738
	Iteration 13Q: 3 clusters Score -8921852 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168364 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8921979.000000 Penalty: 3912.531738
	Iteration 14Q: 3 clusters Score -8921979 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168363 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8922073.000000 Penalty: 3912.531738
	Iteration 15Q: 3 clusters Score -8922073 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168343 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8922169.000000 Penalty: 3912.531738
	Iteration 16Q: 3 clusters Score -8922169 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168320 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -8922228.000000 Penalty: 3912.531738
	Iteration 17Q: 3 clusters Score -8922228 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168301 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8922286.000000 Penalty: 3912.531738
	Iteration 18Q: 3 clusters Score -8922286 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168272 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -8922303.000000 Penalty: 3912.531738
	Iteration 19Q: 3 clusters Score -8922303 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168255 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -8922335.000000 Penalty: 3912.531738
	Iteration 20F: 3 clusters Score -8922335 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168234 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -8922356.000000 Penalty: 3912.531738
	Iteration 21Q: 3 clusters Score -8922356 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168220 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -8922371.000000 Penalty: 3912.531738
	Iteration 22Q: 3 clusters Score -8922371 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168205 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -8922388.000000 Penalty: 3912.531738
	Iteration 23Q: 3 clusters Score -8922388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168202 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -8922388.000000 Penalty: 3912.531738
	Iteration 24Q: 3 clusters Score -8922388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168203 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -8922388.000000 Penalty: 3912.531738
	Iteration 25Q: 3 clusters Score -8922388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168207 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -8922398.000000 Penalty: 3912.531738
	Iteration 26Q: 3 clusters Score -8922398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168203 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -8922402.000000 Penalty: 3912.531738
	Iteration 27Q: 3 clusters Score -8922402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168201 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -8922403.000000 Penalty: 3912.531738
	Iteration 28Q: 3 clusters Score -8922403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168198 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -8922401.000000 Penalty: 3912.531738
	Iteration 29Q: 3 clusters Score -8922401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168196 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -8922404.000000 Penalty: 3912.531738
	Iteration 30Q: 3 clusters Score -8922404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168194 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -8922402.000000 Penalty: 3912.531738
	Iteration 31Q: 3 clusters Score -8922402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168193 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8922397.000000 Penalty: 3912.531738
	Iteration 32Q: 3 clusters Score -8922397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168193 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8922397.000000 Penalty: 3912.531738
	Iteration 33F: 3 clusters Score -8922397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (37738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Entering Unmasked Estep 
Score: -1993938.375000 Penalty: 1712.493652
	Iteration 0F: 2 clusters Score -1993938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -1968564.625000 Penalty: 3424.987305
	Iteration 0F: 3 clusters Score -1968565 nChanged 17443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -1978199.250000 Penalty: 3424.987305
	Iteration 1F: 3 clusters Score -1978199 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -1978563.125000 Penalty: 3424.987305
	Iteration 2Q: 3 clusters Score -1978563 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -1978916.125000 Penalty: 3424.987305
	Iteration 3Q: 3 clusters Score -1978916 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -1979273.125000 Penalty: 3424.987305
	Iteration 4Q: 3 clusters Score -1979273 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -1979674.875000 Penalty: 3424.987305
	Iteration 5Q: 3 clusters Score -1979675 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -1980100.000000 Penalty: 3424.987305
	Iteration 6Q: 3 clusters Score -1980100 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -1980661.000000 Penalty: 3424.987305
	Iteration 7Q: 3 clusters Score -1980661 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -1981468.250000 Penalty: 3424.987305
	Iteration 8Q: 3 clusters Score -1981468 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1982576.625000 Penalty: 3424.987305
	Iteration 9F: 3 clusters Score -1982577 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1984042.625000 Penalty: 3424.987305
	Iteration 10F: 3 clusters Score -1984043 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1985748.375000 Penalty: 3424.987305
	Iteration 11F: 3 clusters Score -1985748 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1987322.125000 Penalty: 3424.987305
	Iteration 12F: 3 clusters Score -1987322 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1988429.250000 Penalty: 3424.987305
	Iteration 13Q: 3 clusters Score -1988429 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1989114.500000 Penalty: 3424.987305
	Iteration 14Q: 3 clusters Score -1989114 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1989601.125000 Penalty: 3424.987305
	Iteration 15Q: 3 clusters Score -1989601 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1990031.875000 Penalty: 3424.987305
	Iteration 16Q: 3 clusters Score -1990032 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1990412.625000 Penalty: 3424.987305
	Iteration 17Q: 3 clusters Score -1990413 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1990760.875000 Penalty: 3424.987305
	Iteration 18Q: 3 clusters Score -1990761 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1991082.750000 Penalty: 3424.987305
	Iteration 19Q: 3 clusters Score -1991083 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1991347.250000 Penalty: 3424.987305
	Iteration 20F: 3 clusters Score -1991347 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1991620.500000 Penalty: 3424.987305
	Iteration 21Q: 3 clusters Score -1991620 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35309 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1991780.500000 Penalty: 3424.987305
	Iteration 22Q: 3 clusters Score -1991780 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1991898.750000 Penalty: 3424.987305
	Iteration 23Q: 3 clusters Score -1991899 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1991977.000000 Penalty: 3424.987305
	Iteration 24Q: 3 clusters Score -1991977 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1992044.500000 Penalty: 3424.987305
	Iteration 25Q: 3 clusters Score -1992044 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1992106.500000 Penalty: 3424.987305
	Iteration 26Q: 3 clusters Score -1992106 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1992161.500000 Penalty: 3424.987305
	Iteration 27Q: 3 clusters Score -1992162 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1992195.125000 Penalty: 3424.987305
	Iteration 28Q: 3 clusters Score -1992195 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1992232.625000 Penalty: 3424.987305
	Iteration 29Q: 3 clusters Score -1992233 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1992254.000000 Penalty: 3424.987305
	Iteration 30Q: 3 clusters Score -1992254 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1992272.875000 Penalty: 3424.987305
	Iteration 31Q: 3 clusters Score -1992273 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1992292.500000 Penalty: 3424.987305
	Iteration 32Q: 3 clusters Score -1992292 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1992314.875000 Penalty: 3424.987305
	Iteration 33Q: 3 clusters Score -1992315 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1992328.500000 Penalty: 3424.987305
	Iteration 34Q: 3 clusters Score -1992328 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1992353.500000 Penalty: 3424.987305
	Iteration 35Q: 3 clusters Score -1992354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1992360.875000 Penalty: 3424.987305
	Iteration 36Q: 3 clusters Score -1992361 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1992367.000000 Penalty: 3424.987305
	Iteration 37Q: 3 clusters Score -1992367 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1992376.625000 Penalty: 3424.987305
	Iteration 38Q: 3 clusters Score -1992377 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1992390.125000 Penalty: 3424.987305
	Iteration 39Q: 3 clusters Score -1992390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1992394.125000 Penalty: 3424.987305
	Iteration 40F: 3 clusters Score -1992394 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1992408.875000 Penalty: 3424.987305
	Iteration 41Q: 3 clusters Score -1992409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1992412.750000 Penalty: 3424.987305
	Iteration 42Q: 3 clusters Score -1992413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1992421.625000 Penalty: 3424.987305
	Iteration 43Q: 3 clusters Score -1992422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1992428.250000 Penalty: 3424.987305
	Iteration 44Q: 3 clusters Score -1992428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1992438.375000 Penalty: 3424.987305
	Iteration 45Q: 3 clusters Score -1992438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1992445.875000 Penalty: 3424.987305
	Iteration 46Q: 3 clusters Score -1992446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1992452.250000 Penalty: 3424.987305
	Iteration 47Q: 3 clusters Score -1992452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1992456.500000 Penalty: 3424.987305
	Iteration 48Q: 3 clusters Score -1992456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1992460.125000 Penalty: 3424.987305
	Iteration 49Q: 3 clusters Score -1992460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1992464.000000 Penalty: 3424.987305
	Iteration 50Q: 3 clusters Score -1992464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1992465.500000 Penalty: 3424.987305
	Iteration 51Q: 3 clusters Score -1992466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1992466.625000 Penalty: 3424.987305
	Iteration 52Q: 3 clusters Score -1992467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1992471.625000 Penalty: 3424.987305
	Iteration 53Q: 3 clusters Score -1992472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1992473.375000 Penalty: 3424.987305
	Iteration 54Q: 3 clusters Score -1992473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1992480.375000 Penalty: 3424.987305
	Iteration 55Q: 3 clusters Score -1992480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1992487.375000 Penalty: 3424.987305
	Iteration 56Q: 3 clusters Score -1992487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1992498.500000 Penalty: 3424.987305
	Iteration 57Q: 3 clusters Score -1992498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37015 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1992507.000000 Penalty: 3424.987305
	Iteration 58Q: 3 clusters Score -1992507 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1992512.000000 Penalty: 3424.987305
	Iteration 59Q: 3 clusters Score -1992512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1992517.625000 Penalty: 3424.987305
	Iteration 60F: 3 clusters Score -1992518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1992521.625000 Penalty: 3424.987305
	Iteration 61Q: 3 clusters Score -1992522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1992526.000000 Penalty: 3424.987305
	Iteration 62Q: 3 clusters Score -1992526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1992527.500000 Penalty: 3424.987305
	Iteration 63Q: 3 clusters Score -1992528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1992533.875000 Penalty: 3424.987305
	Iteration 64Q: 3 clusters Score -1992534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1992540.375000 Penalty: 3424.987305
	Iteration 65Q: 3 clusters Score -1992540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1992539.500000 Penalty: 3424.987305
	Iteration 66Q: 3 clusters Score -1992540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1992540.125000 Penalty: 3424.987305
	Iteration 67Q: 3 clusters Score -1992540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1992543.500000 Penalty: 3424.987305
	Iteration 68Q: 3 clusters Score -1992544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1992545.250000 Penalty: 3424.987305
	Iteration 69Q: 3 clusters Score -1992545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1992545.250000 Penalty: 3424.987305
	Iteration 70F: 3 clusters Score -1992545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Entering Unmasked Estep 
Score: -374527.937500 Penalty: 1440.911133
	Iteration 0F: 2 clusters Score -374527.9 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 3545 members 
Entering Unmasked Estep 
Score: -369265.000000 Penalty: 2881.822266
	Iteration 0F: 3 clusters Score -369265 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -370754.062500 Penalty: 2881.822266
	Iteration 1F: 3 clusters Score -370754.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -370910.437500 Penalty: 2881.822266
	Iteration 2F: 3 clusters Score -370910.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -371031.000000 Penalty: 2881.822266
	Iteration 3Q: 3 clusters Score -371031 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -371120.250000 Penalty: 2881.822266
	Iteration 4Q: 3 clusters Score -371120.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -371196.937500 Penalty: 2881.822266
	Iteration 5Q: 3 clusters Score -371196.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -371267.656250 Penalty: 2881.822266
	Iteration 6Q: 3 clusters Score -371267.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -371337.531250 Penalty: 2881.822266
	Iteration 7Q: 3 clusters Score -371337.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -371399.531250 Penalty: 2881.822266
	Iteration 8Q: 3 clusters Score -371399.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -371459.562500 Penalty: 2881.822266
	Iteration 9Q: 3 clusters Score -371459.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -371534.812500 Penalty: 2881.822266
	Iteration 10Q: 3 clusters Score -371534.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -371631.656250 Penalty: 2881.822266
	Iteration 11Q: 3 clusters Score -371631.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -371773.031250 Penalty: 2881.822266
	Iteration 12Q: 3 clusters Score -371773 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -371947.437500 Penalty: 2881.822266
	Iteration 13Q: 3 clusters Score -371947.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -372162.281250 Penalty: 2881.822266
	Iteration 14Q: 3 clusters Score -372162.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -372390.687500 Penalty: 2881.822266
	Iteration 15Q: 3 clusters Score -372390.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -372590.187500 Penalty: 2881.822266
	Iteration 16Q: 3 clusters Score -372590.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -372706.718750 Penalty: 2881.822266
	Iteration 17Q: 3 clusters Score -372706.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -372790.156250 Penalty: 2881.822266
	Iteration 18Q: 3 clusters Score -372790.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -372849.031250 Penalty: 2881.822266
	Iteration 19Q: 3 clusters Score -372849 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -372902.906250 Penalty: 2881.822266
	Iteration 20F: 3 clusters Score -372902.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -372941.718750 Penalty: 2881.822266
	Iteration 21Q: 3 clusters Score -372941.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -372976.812500 Penalty: 2881.822266
	Iteration 22Q: 3 clusters Score -372976.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -373002.218750 Penalty: 2881.822266
	Iteration 23Q: 3 clusters Score -373002.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -373018.312500 Penalty: 2881.822266
	Iteration 24Q: 3 clusters Score -373018.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -373030.781250 Penalty: 2881.822266
	Iteration 25Q: 3 clusters Score -373030.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -373041.875000 Penalty: 2881.822266
	Iteration 26Q: 3 clusters Score -373041.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -373054.281250 Penalty: 2881.822266
	Iteration 27Q: 3 clusters Score -373054.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -373066.312500 Penalty: 2881.822266
	Iteration 28Q: 3 clusters Score -373066.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -373076.656250 Penalty: 2881.822266
	Iteration 29Q: 3 clusters Score -373076.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -373086.125000 Penalty: 2881.822266
	Iteration 30Q: 3 clusters Score -373086.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -373094.343750 Penalty: 2881.822266
	Iteration 31Q: 3 clusters Score -373094.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -373102.218750 Penalty: 2881.822266
	Iteration 32Q: 3 clusters Score -373102.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -373110.656250 Penalty: 2881.822266
	Iteration 33Q: 3 clusters Score -373110.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -373121.343750 Penalty: 2881.822266
	Iteration 34Q: 3 clusters Score -373121.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -373130.656250 Penalty: 2881.822266
	Iteration 35Q: 3 clusters Score -373130.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -373141.718750 Penalty: 2881.822266
	Iteration 36Q: 3 clusters Score -373141.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -373144.656250 Penalty: 2881.822266
	Iteration 37Q: 3 clusters Score -373144.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -373149.156250 Penalty: 2881.822266
	Iteration 38Q: 3 clusters Score -373149.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -373155.031250 Penalty: 2881.822266
	Iteration 39Q: 3 clusters Score -373155 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -373164.156250 Penalty: 2881.822266
	Iteration 40F: 3 clusters Score -373164.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -373178.437500 Penalty: 2881.822266
	Iteration 41Q: 3 clusters Score -373178.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -373193.343750 Penalty: 2881.822266
	Iteration 42Q: 3 clusters Score -373193.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -373209.781250 Penalty: 2881.822266
	Iteration 43Q: 3 clusters Score -373209.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -373220.250000 Penalty: 2881.822266
	Iteration 44Q: 3 clusters Score -373220.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -373228.468750 Penalty: 2881.822266
	Iteration 45Q: 3 clusters Score -373228.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -373240.656250 Penalty: 2881.822266
	Iteration 46Q: 3 clusters Score -373240.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -373250.687500 Penalty: 2881.822266
	Iteration 47Q: 3 clusters Score -373250.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -373255.250000 Penalty: 2881.822266
	Iteration 48Q: 3 clusters Score -373255.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -373258.312500 Penalty: 2881.822266
	Iteration 49Q: 3 clusters Score -373258.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -373262.218750 Penalty: 2881.822266
	Iteration 50Q: 3 clusters Score -373262.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -373263.656250 Penalty: 2881.822266
	Iteration 51Q: 3 clusters Score -373263.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -373267.781250 Penalty: 2881.822266
	Iteration 52Q: 3 clusters Score -373267.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -373268.093750 Penalty: 2881.822266
	Iteration 53Q: 3 clusters Score -373268.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -373269.000000 Penalty: 2881.822266
	Iteration 54Q: 3 clusters Score -373269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -373269.000000 Penalty: 2881.822266
	Iteration 55F: 3 clusters Score -373269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Entering Unmasked Estep 
Score: -199906.609375 Penalty: 1333.658569
	Iteration 0F: 2 clusters Score -199906.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -196735.359375 Penalty: 2667.317139
	Iteration 0F: 3 clusters Score -196735.4 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -197504.078125 Penalty: 2667.317139
	Iteration 1F: 3 clusters Score -197504.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -197607.796875 Penalty: 2667.317139
	Iteration 2F: 3 clusters Score -197607.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -197678.828125 Penalty: 2667.317139
	Iteration 3Q: 3 clusters Score -197678.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -197742.843750 Penalty: 2667.317139
	Iteration 4Q: 3 clusters Score -197742.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -197803.953125 Penalty: 2667.317139
	Iteration 5Q: 3 clusters Score -197804 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -197865.656250 Penalty: 2667.317139
	Iteration 6Q: 3 clusters Score -197865.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -197911.468750 Penalty: 2667.317139
	Iteration 7Q: 3 clusters Score -197911.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -197950.718750 Penalty: 2667.317139
	Iteration 8Q: 3 clusters Score -197950.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -197984.046875 Penalty: 2667.317139
	Iteration 9Q: 3 clusters Score -197984 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -198022.500000 Penalty: 2667.317139
	Iteration 10Q: 3 clusters Score -198022.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -198054.140625 Penalty: 2667.317139
	Iteration 11Q: 3 clusters Score -198054.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -198096.140625 Penalty: 2667.317139
	Iteration 12Q: 3 clusters Score -198096.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -198147.890625 Penalty: 2667.317139
	Iteration 13Q: 3 clusters Score -198147.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -198192.406250 Penalty: 2667.317139
	Iteration 14Q: 3 clusters Score -198192.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -198232.078125 Penalty: 2667.317139
	Iteration 15Q: 3 clusters Score -198232.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -198283.718750 Penalty: 2667.317139
	Iteration 16Q: 3 clusters Score -198283.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -198336.640625 Penalty: 2667.317139
	Iteration 17Q: 3 clusters Score -198336.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -198402.734375 Penalty: 2667.317139
	Iteration 18Q: 3 clusters Score -198402.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -198454.734375 Penalty: 2667.317139
	Iteration 19Q: 3 clusters Score -198454.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -198497.125000 Penalty: 2667.317139
	Iteration 20F: 3 clusters Score -198497.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -198534.031250 Penalty: 2667.317139
	Iteration 21Q: 3 clusters Score -198534 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -198563.843750 Penalty: 2667.317139
	Iteration 22Q: 3 clusters Score -198563.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -198588.656250 Penalty: 2667.317139
	Iteration 23Q: 3 clusters Score -198588.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -198609.968750 Penalty: 2667.317139
	Iteration 24Q: 3 clusters Score -198610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -198627.031250 Penalty: 2667.317139
	Iteration 25Q: 3 clusters Score -198627 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -198644.718750 Penalty: 2667.317139
	Iteration 26Q: 3 clusters Score -198644.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -198659.296875 Penalty: 2667.317139
	Iteration 27Q: 3 clusters Score -198659.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -198674.828125 Penalty: 2667.317139
	Iteration 28Q: 3 clusters Score -198674.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -198689.906250 Penalty: 2667.317139
	Iteration 29Q: 3 clusters Score -198689.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -198703.906250 Penalty: 2667.317139
	Iteration 30Q: 3 clusters Score -198703.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -198711.718750 Penalty: 2667.317139
	Iteration 31Q: 3 clusters Score -198711.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -198719.781250 Penalty: 2667.317139
	Iteration 32Q: 3 clusters Score -198719.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -198733.187500 Penalty: 2667.317139
	Iteration 33Q: 3 clusters Score -198733.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -198744.312500 Penalty: 2667.317139
	Iteration 34Q: 3 clusters Score -198744.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -198753.171875 Penalty: 2667.317139
	Iteration 35Q: 3 clusters Score -198753.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -198758.625000 Penalty: 2667.317139
	Iteration 36Q: 3 clusters Score -198758.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -198763.015625 Penalty: 2667.317139
	Iteration 37Q: 3 clusters Score -198763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -198765.687500 Penalty: 2667.317139
	Iteration 38Q: 3 clusters Score -198765.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -198766.703125 Penalty: 2667.317139
	Iteration 39Q: 3 clusters Score -198766.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -198766.703125 Penalty: 2667.317139
	Iteration 40F: 3 clusters Score -198766.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Entering Unmasked Estep 
Score: -372239.562500 Penalty: 1440.337646
	Iteration 0F: 2 clusters Score -372239.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -366903.468750 Penalty: 2880.675293
	Iteration 0F: 3 clusters Score -366903.5 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -368459.968750 Penalty: 2880.675293
	Iteration 1F: 3 clusters Score -368460 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -368610.937500 Penalty: 2880.675293
	Iteration 2F: 3 clusters Score -368610.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -368721.875000 Penalty: 2880.675293
	Iteration 3Q: 3 clusters Score -368721.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -368800.687500 Penalty: 2880.675293
	Iteration 4Q: 3 clusters Score -368800.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -368880.125000 Penalty: 2880.675293
	Iteration 5Q: 3 clusters Score -368880.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -368954.656250 Penalty: 2880.675293
	Iteration 6Q: 3 clusters Score -368954.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -369038.656250 Penalty: 2880.675293
	Iteration 7Q: 3 clusters Score -369038.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -369135.875000 Penalty: 2880.675293
	Iteration 8Q: 3 clusters Score -369135.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -369271.406250 Penalty: 2880.675293
	Iteration 9Q: 3 clusters Score -369271.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -369443.750000 Penalty: 2880.675293
	Iteration 10Q: 3 clusters Score -369443.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -369646.093750 Penalty: 2880.675293
	Iteration 11Q: 3 clusters Score -369646.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -369866.093750 Penalty: 2880.675293
	Iteration 12Q: 3 clusters Score -369866.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -370121.156250 Penalty: 2880.675293
	Iteration 13Q: 3 clusters Score -370121.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -370371.625000 Penalty: 2880.675293
	Iteration 14Q: 3 clusters Score -370371.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -370550.031250 Penalty: 2880.675293
	Iteration 15Q: 3 clusters Score -370550 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -370711.531250 Penalty: 2880.675293
	Iteration 16Q: 3 clusters Score -370711.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -370819.812500 Penalty: 2880.675293
	Iteration 17Q: 3 clusters Score -370819.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -370872.500000 Penalty: 2880.675293
	Iteration 18Q: 3 clusters Score -370872.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -370911.406250 Penalty: 2880.675293
	Iteration 19Q: 3 clusters Score -370911.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -370937.656250 Penalty: 2880.675293
	Iteration 20F: 3 clusters Score -370937.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -370950.406250 Penalty: 2880.675293
	Iteration 21Q: 3 clusters Score -370950.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -370968.937500 Penalty: 2880.675293
	Iteration 22Q: 3 clusters Score -370968.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -370984.281250 Penalty: 2880.675293
	Iteration 23Q: 3 clusters Score -370984.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -370989.625000 Penalty: 2880.675293
	Iteration 24Q: 3 clusters Score -370989.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -370999.531250 Penalty: 2880.675293
	Iteration 25Q: 3 clusters Score -370999.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -371004.187500 Penalty: 2880.675293
	Iteration 26Q: 3 clusters Score -371004.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -371007.343750 Penalty: 2880.675293
	Iteration 27Q: 3 clusters Score -371007.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -371008.750000 Penalty: 2880.675293
	Iteration 28Q: 3 clusters Score -371008.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -371013.718750 Penalty: 2880.675293
	Iteration 29Q: 3 clusters Score -371013.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -371022.312500 Penalty: 2880.675293
	Iteration 30Q: 3 clusters Score -371022.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -371024.031250 Penalty: 2880.675293
	Iteration 31Q: 3 clusters Score -371024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -371027.218750 Penalty: 2880.675293
	Iteration 32Q: 3 clusters Score -371027.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -371027.718750 Penalty: 2880.675293
	Iteration 33Q: 3 clusters Score -371027.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -371027.718750 Penalty: 2880.675293
	Iteration 34F: 3 clusters Score -371027.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 40488 members 
Mstep: Class 3 contains 8501 members 
Mstep: Class 4 contains 4023 members 
Mstep: Class 6 contains 42035 members 
Mstep: Class 7 contains 10035 members 
Mstep: Class 8 contains 2119 members 
Mstep: Class 9 contains 201912 members 
Mstep: Class 10 contains 32728 members 
Mstep: Class 11 contains 14407 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 169153 members 
Mstep: Class 14 contains 37738 members 
Mstep: Class 15 contains 7095 members 
Mstep: Class 18 contains 3667 members 
Mstep: Class 20 contains 7070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29081658.000000 Penalty: 34534.289062
Iteration 119Q: 17 clusters Score -2.908166e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 40500 members 
Mstep: Class 3 contains 8479 members 
Mstep: Class 4 contains 3987 members 
Mstep: Class 6 contains 42025 members 
Mstep: Class 7 contains 10035 members 
Mstep: Class 8 contains 2116 members 
Mstep: Class 9 contains 202893 members 
Mstep: Class 10 contains 32992 members 
Mstep: Class 11 contains 14334 members 
Mstep: Class 12 contains 1243 members 
Mstep: Class 13 contains 168682 members 
Mstep: Class 14 contains 37528 members 
Mstep: Class 15 contains 7095 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 20 contains 6862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29081850.000000 Penalty: 34534.289062
Iteration 120F: 17 clusters Score -2.908185e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 40515 members 
Mstep: Class 3 contains 8464 members 
Mstep: Class 4 contains 3946 members 
Mstep: Class 6 contains 42006 members 
Mstep: Class 7 contains 10035 members 
Mstep: Class 8 contains 2117 members 
Mstep: Class 9 contains 203812 members 
Mstep: Class 10 contains 33266 members 
Mstep: Class 11 contains 14271 members 
Mstep: Class 12 contains 1235 members 
Mstep: Class 13 contains 168206 members 
Mstep: Class 14 contains 37312 members 
Mstep: Class 15 contains 7099 members 
Mstep: Class 18 contains 3249 members 
Mstep: Class 20 contains 6672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29081920.000000 Penalty: 34534.289062
Iteration 121Q: 17 clusters Score -2.908192e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 40534 members 
Mstep: Class 3 contains 8455 members 
Mstep: Class 4 contains 3912 members 
Mstep: Class 6 contains 41993 members 
Mstep: Class 7 contains 10034 members 
Mstep: Class 8 contains 2117 members 
Mstep: Class 9 contains 204643 members 
Mstep: Class 10 contains 33523 members 
Mstep: Class 11 contains 14204 members 
Mstep: Class 12 contains 1227 members 
Mstep: Class 13 contains 167775 members 
Mstep: Class 14 contains 37108 members 
Mstep: Class 15 contains 7107 members 
Mstep: Class 18 contains 3081 members 
Mstep: Class 20 contains 6489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082124.000000 Penalty: 34534.289062
Iteration 122Q: 17 clusters Score -2.908212e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 40554 members 
Mstep: Class 3 contains 8450 members 
Mstep: Class 4 contains 3882 members 
Mstep: Class 6 contains 41971 members 
Mstep: Class 7 contains 10032 members 
Mstep: Class 8 contains 2118 members 
Mstep: Class 9 contains 205418 members 
Mstep: Class 10 contains 33799 members 
Mstep: Class 11 contains 14132 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 167313 members 
Mstep: Class 14 contains 36917 members 
Mstep: Class 15 contains 7115 members 
Mstep: Class 18 contains 2939 members 
Mstep: Class 20 contains 6334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082234.000000 Penalty: 34534.289062
Iteration 123Q: 17 clusters Score -2.908223e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 40574 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 3864 members 
Mstep: Class 6 contains 41945 members 
Mstep: Class 7 contains 10031 members 
Mstep: Class 8 contains 2114 members 
Mstep: Class 9 contains 206172 members 
Mstep: Class 10 contains 34048 members 
Mstep: Class 11 contains 14083 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 166889 members 
Mstep: Class 14 contains 36729 members 
Mstep: Class 15 contains 7114 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 20 contains 6178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082266.000000 Penalty: 34534.289062
Iteration 124Q: 17 clusters Score -2.908227e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 40596 members 
Mstep: Class 3 contains 8435 members 
Mstep: Class 4 contains 3848 members 
Mstep: Class 6 contains 41921 members 
Mstep: Class 7 contains 10030 members 
Mstep: Class 8 contains 2117 members 
Mstep: Class 9 contains 206907 members 
Mstep: Class 10 contains 34277 members 
Mstep: Class 11 contains 14035 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 166445 members 
Mstep: Class 14 contains 36535 members 
Mstep: Class 15 contains 7109 members 
Mstep: Class 18 contains 2711 members 
Mstep: Class 20 contains 6016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082310.000000 Penalty: 34534.289062
Iteration 125Q: 17 clusters Score -2.908231e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 40608 members 
Mstep: Class 3 contains 8421 members 
Mstep: Class 4 contains 3836 members 
Mstep: Class 6 contains 41915 members 
Mstep: Class 7 contains 10029 members 
Mstep: Class 8 contains 2116 members 
Mstep: Class 9 contains 207535 members 
Mstep: Class 10 contains 34474 members 
Mstep: Class 11 contains 13982 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 166074 members 
Mstep: Class 14 contains 36392 members 
Mstep: Class 15 contains 7104 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 20 contains 5859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082464.000000 Penalty: 34534.289062
Iteration 126Q: 17 clusters Score -2.908246e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 40613 members 
Mstep: Class 3 contains 8413 members 
Mstep: Class 4 contains 3826 members 
Mstep: Class 6 contains 41912 members 
Mstep: Class 7 contains 10026 members 
Mstep: Class 8 contains 2113 members 
Mstep: Class 9 contains 208121 members 
Mstep: Class 10 contains 34651 members 
Mstep: Class 11 contains 13940 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 165733 members 
Mstep: Class 14 contains 36254 members 
Mstep: Class 15 contains 7102 members 
Mstep: Class 18 contains 2557 members 
Mstep: Class 20 contains 5705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082672.000000 Penalty: 34534.289062
Iteration 127Q: 17 clusters Score -2.908267e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 40632 members 
Mstep: Class 3 contains 8404 members 
Mstep: Class 4 contains 3811 members 
Mstep: Class 6 contains 41897 members 
Mstep: Class 7 contains 10025 members 
Mstep: Class 8 contains 2109 members 
Mstep: Class 9 contains 208734 members 
Mstep: Class 10 contains 34836 members 
Mstep: Class 11 contains 13885 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 165370 members 
Mstep: Class 14 contains 36107 members 
Mstep: Class 15 contains 7097 members 
Mstep: Class 18 contains 2496 members 
Mstep: Class 20 contains 5559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082814.000000 Penalty: 34534.289062
Iteration 128Q: 17 clusters Score -2.908281e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 40663 members 
Mstep: Class 3 contains 8397 members 
Mstep: Class 4 contains 3793 members 
Mstep: Class 6 contains 41865 members 
Mstep: Class 7 contains 10024 members 
Mstep: Class 8 contains 2107 members 
Mstep: Class 9 contains 209307 members 
Mstep: Class 10 contains 34995 members 
Mstep: Class 11 contains 13854 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 165042 members 
Mstep: Class 14 contains 35977 members 
Mstep: Class 15 contains 7098 members 
Mstep: Class 18 contains 2432 members 
Mstep: Class 20 contains 5416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082790.000000 Penalty: 34534.289062
Iteration 129Q: 17 clusters Score -2.908279e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 40684 members 
Mstep: Class 3 contains 8388 members 
Mstep: Class 4 contains 3778 members 
Mstep: Class 6 contains 41830 members 
Mstep: Class 7 contains 10023 members 
Mstep: Class 8 contains 2104 members 
Mstep: Class 9 contains 209839 members 
Mstep: Class 10 contains 35145 members 
Mstep: Class 11 contains 13803 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 164752 members 
Mstep: Class 14 contains 35876 members 
Mstep: Class 15 contains 7094 members 
Mstep: Class 18 contains 2381 members 
Mstep: Class 20 contains 5282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082900.000000 Penalty: 34534.289062
Iteration 130Q: 17 clusters Score -2.90829e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 40707 members 
Mstep: Class 3 contains 8383 members 
Mstep: Class 4 contains 3765 members 
Mstep: Class 6 contains 41805 members 
Mstep: Class 7 contains 10020 members 
Mstep: Class 8 contains 2102 members 
Mstep: Class 9 contains 210320 members 
Mstep: Class 10 contains 35333 members 
Mstep: Class 11 contains 13749 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 164453 members 
Mstep: Class 14 contains 35782 members 
Mstep: Class 15 contains 7086 members 
Mstep: Class 18 contains 2332 members 
Mstep: Class 20 contains 5148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082836.000000 Penalty: 34534.289062
Iteration 131Q: 17 clusters Score -2.908284e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 40726 members 
Mstep: Class 3 contains 8382 members 
Mstep: Class 4 contains 3755 members 
Mstep: Class 6 contains 41784 members 
Mstep: Class 7 contains 10019 members 
Mstep: Class 8 contains 2101 members 
Mstep: Class 9 contains 210790 members 
Mstep: Class 10 contains 35531 members 
Mstep: Class 11 contains 13710 members 
Mstep: Class 12 contains 1208 members 
Mstep: Class 13 contains 164134 members 
Mstep: Class 14 contains 35687 members 
Mstep: Class 15 contains 7071 members 
Mstep: Class 18 contains 2280 members 
Mstep: Class 20 contains 5015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082942.000000 Penalty: 34534.289062
Iteration 132Q: 17 clusters Score -2.908294e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 40751 members 
Mstep: Class 3 contains 8383 members 
Mstep: Class 4 contains 3742 members 
Mstep: Class 6 contains 41759 members 
Mstep: Class 7 contains 10017 members 
Mstep: Class 8 contains 2105 members 
Mstep: Class 9 contains 211204 members 
Mstep: Class 10 contains 35728 members 
Mstep: Class 11 contains 13687 members 
Mstep: Class 12 contains 1202 members 
Mstep: Class 13 contains 163838 members 
Mstep: Class 14 contains 35599 members 
Mstep: Class 15 contains 7065 members 
Mstep: Class 18 contains 2221 members 
Mstep: Class 20 contains 4902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083050.000000 Penalty: 34534.289062
Iteration 133Q: 17 clusters Score -2.908305e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 40770 members 
Mstep: Class 3 contains 8384 members 
Mstep: Class 4 contains 3726 members 
Mstep: Class 6 contains 41741 members 
Mstep: Class 7 contains 10017 members 
Mstep: Class 8 contains 2107 members 
Mstep: Class 9 contains 211582 members 
Mstep: Class 10 contains 35917 members 
Mstep: Class 11 contains 13666 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 163551 members 
Mstep: Class 14 contains 35521 members 
Mstep: Class 15 contains 7058 members 
Mstep: Class 18 contains 2176 members 
Mstep: Class 20 contains 4803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083126.000000 Penalty: 34534.289062
Iteration 134Q: 17 clusters Score -2.908313e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 40792 members 
Mstep: Class 3 contains 8375 members 
Mstep: Class 4 contains 3708 members 
Mstep: Class 6 contains 41722 members 
Mstep: Class 7 contains 10014 members 
Mstep: Class 8 contains 2106 members 
Mstep: Class 9 contains 211926 members 
Mstep: Class 10 contains 36118 members 
Mstep: Class 11 contains 13651 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 163253 members 
Mstep: Class 14 contains 35455 members 
Mstep: Class 15 contains 7060 members 
Mstep: Class 18 contains 2132 members 
Mstep: Class 20 contains 4717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083148.000000 Penalty: 34534.289062
Iteration 135Q: 17 clusters Score -2.908315e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 40809 members 
Mstep: Class 3 contains 8371 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 6 contains 41702 members 
Mstep: Class 7 contains 10012 members 
Mstep: Class 8 contains 2107 members 
Mstep: Class 9 contains 212251 members 
Mstep: Class 10 contains 36316 members 
Mstep: Class 11 contains 13634 members 
Mstep: Class 12 contains 1188 members 
Mstep: Class 13 contains 162975 members 
Mstep: Class 14 contains 35397 members 
Mstep: Class 15 contains 7058 members 
Mstep: Class 18 contains 2089 members 
Mstep: Class 20 contains 4634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083218.000000 Penalty: 34534.289062
Iteration 136Q: 17 clusters Score -2.908322e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 40819 members 
Mstep: Class 3 contains 8372 members 
Mstep: Class 4 contains 3679 members 
Mstep: Class 6 contains 41681 members 
Mstep: Class 7 contains 10012 members 
Mstep: Class 8 contains 2107 members 
Mstep: Class 9 contains 212561 members 
Mstep: Class 10 contains 36513 members 
Mstep: Class 11 contains 13627 members 
Mstep: Class 12 contains 1182 members 
Mstep: Class 13 contains 162706 members 
Mstep: Class 14 contains 35344 members 
Mstep: Class 15 contains 7056 members 
Mstep: Class 18 contains 2051 members 
Mstep: Class 20 contains 4543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083496.000000 Penalty: 34534.289062
Iteration 137Q: 17 clusters Score -2.90835e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 40834 members 
Mstep: Class 3 contains 8367 members 
Mstep: Class 4 contains 3669 members 
Mstep: Class 6 contains 41667 members 
Mstep: Class 7 contains 10013 members 
Mstep: Class 8 contains 2105 members 
Mstep: Class 9 contains 212836 members 
Mstep: Class 10 contains 36695 members 
Mstep: Class 11 contains 13624 members 
Mstep: Class 12 contains 1177 members 
Mstep: Class 13 contains 162442 members 
Mstep: Class 14 contains 35288 members 
Mstep: Class 15 contains 7063 members 
Mstep: Class 18 contains 2020 members 
Mstep: Class 20 contains 4463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083538.000000 Penalty: 34534.289062
Iteration 138Q: 17 clusters Score -2.908354e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 40853 members 
Mstep: Class 3 contains 8366 members 
Mstep: Class 4 contains 3661 members 
Mstep: Class 6 contains 41652 members 
Mstep: Class 7 contains 10013 members 
Mstep: Class 8 contains 2106 members 
Mstep: Class 9 contains 213106 members 
Mstep: Class 10 contains 36881 members 
Mstep: Class 11 contains 13621 members 
Mstep: Class 12 contains 1168 members 
Mstep: Class 13 contains 162165 members 
Mstep: Class 14 contains 35232 members 
Mstep: Class 15 contains 7071 members 
Mstep: Class 18 contains 1987 members 
Mstep: Class 20 contains 4389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083616.000000 Penalty: 34534.289062
Iteration 139Q: 17 clusters Score -2.908362e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 40867 members 
Mstep: Class 3 contains 8359 members 
Mstep: Class 4 contains 3654 members 
Mstep: Class 6 contains 41637 members 
Mstep: Class 7 contains 10013 members 
Mstep: Class 8 contains 2106 members 
Mstep: Class 9 contains 213372 members 
Mstep: Class 10 contains 37059 members 
Mstep: Class 11 contains 13614 members 
Mstep: Class 12 contains 1164 members 
Mstep: Class 13 contains 161904 members 
Mstep: Class 14 contains 35189 members 
Mstep: Class 15 contains 7068 members 
Mstep: Class 18 contains 1950 members 
Mstep: Class 20 contains 4327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083634.000000 Penalty: 34534.289062
Iteration 140F: 17 clusters Score -2.908363e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 40876 members 
Mstep: Class 3 contains 8352 members 
Mstep: Class 4 contains 3645 members 
Mstep: Class 6 contains 41623 members 
Mstep: Class 7 contains 10013 members 
Mstep: Class 8 contains 2106 members 
Mstep: Class 9 contains 213613 members 
Mstep: Class 10 contains 37217 members 
Mstep: Class 11 contains 13609 members 
Mstep: Class 12 contains 1160 members 
Mstep: Class 13 contains 161640 members 
Mstep: Class 14 contains 35157 members 
Mstep: Class 15 contains 7066 members 
Mstep: Class 18 contains 1935 members 
Mstep: Class 20 contains 4277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083652.000000 Penalty: 34534.289062
Iteration 141Q: 17 clusters Score -2.908365e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 40885 members 
Mstep: Class 3 contains 8345 members 
Mstep: Class 4 contains 3636 members 
Mstep: Class 6 contains 41612 members 
Mstep: Class 7 contains 10012 members 
Mstep: Class 8 contains 2108 members 
Mstep: Class 9 contains 213840 members 
Mstep: Class 10 contains 37367 members 
Mstep: Class 11 contains 13617 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 161392 members 
Mstep: Class 14 contains 35132 members 
Mstep: Class 15 contains 7062 members 
Mstep: Class 18 contains 1928 members 
Mstep: Class 20 contains 4223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083636.000000 Penalty: 34534.289062
Iteration 142Q: 17 clusters Score -2.908364e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 40894 members 
Mstep: Class 3 contains 8343 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 6 contains 41597 members 
Mstep: Class 7 contains 10012 members 
Mstep: Class 8 contains 2105 members 
Mstep: Class 9 contains 214036 members 
Mstep: Class 10 contains 37516 members 
Mstep: Class 11 contains 13626 members 
Mstep: Class 12 contains 1148 members 
Mstep: Class 13 contains 161168 members 
Mstep: Class 14 contains 35110 members 
Mstep: Class 15 contains 7061 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 20 contains 4172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083636.000000 Penalty: 34534.289062
Iteration 143Q: 17 clusters Score -2.908364e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 40902 members 
Mstep: Class 3 contains 8337 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 6 contains 41586 members 
Mstep: Class 7 contains 10010 members 
Mstep: Class 8 contains 2107 members 
Mstep: Class 9 contains 214221 members 
Mstep: Class 10 contains 37653 members 
Mstep: Class 11 contains 13624 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 160957 members 
Mstep: Class 14 contains 35087 members 
Mstep: Class 15 contains 7062 members 
Mstep: Class 18 contains 1908 members 
Mstep: Class 20 contains 4125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083692.000000 Penalty: 34534.289062
Iteration 144Q: 17 clusters Score -2.908369e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 40906 members 
Mstep: Class 3 contains 8331 members 
Mstep: Class 4 contains 3610 members 
Mstep: Class 6 contains 41581 members 
Mstep: Class 7 contains 10009 members 
Mstep: Class 8 contains 2107 members 
Mstep: Class 9 contains 214396 members 
Mstep: Class 10 contains 37778 members 
Mstep: Class 11 contains 13635 members 
Mstep: Class 12 contains 1144 members 
Mstep: Class 13 contains 160746 members 
Mstep: Class 14 contains 35073 members 
Mstep: Class 15 contains 7068 members 
Mstep: Class 18 contains 1895 members 
Mstep: Class 20 contains 4072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083728.000000 Penalty: 34534.289062
Iteration 145Q: 17 clusters Score -2.908373e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 40912 members 
Mstep: Class 3 contains 8329 members 
Mstep: Class 4 contains 3600 members 
Mstep: Class 6 contains 41577 members 
Mstep: Class 7 contains 10009 members 
Mstep: Class 8 contains 2107 members 
Mstep: Class 9 contains 214531 members 
Mstep: Class 10 contains 37872 members 
Mstep: Class 11 contains 13638 members 
Mstep: Class 12 contains 1141 members 
Mstep: Class 13 contains 160586 members 
Mstep: Class 14 contains 35059 members 
Mstep: Class 15 contains 7072 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 20 contains 4040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083844.000000 Penalty: 34534.289062
Iteration 146Q: 17 clusters Score -2.908384e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 40920 members 
Mstep: Class 3 contains 8325 members 
Mstep: Class 4 contains 3592 members 
Mstep: Class 6 contains 41572 members 
Mstep: Class 7 contains 10008 members 
Mstep: Class 8 contains 2108 members 
Mstep: Class 9 contains 214668 members 
Mstep: Class 10 contains 37965 members 
Mstep: Class 11 contains 13648 members 
Mstep: Class 12 contains 1138 members 
Mstep: Class 13 contains 160428 members 
Mstep: Class 14 contains 35047 members 
Mstep: Class 15 contains 7071 members 
Mstep: Class 18 contains 1860 members 
Mstep: Class 20 contains 4011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083858.000000 Penalty: 34534.289062
Iteration 147Q: 17 clusters Score -2.908386e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 40922 members 
Mstep: Class 3 contains 8323 members 
Mstep: Class 4 contains 3588 members 
Mstep: Class 6 contains 41567 members 
Mstep: Class 7 contains 10008 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 214783 members 
Mstep: Class 10 contains 38032 members 
Mstep: Class 11 contains 13645 members 
Mstep: Class 12 contains 1138 members 
Mstep: Class 13 contains 160298 members 
Mstep: Class 14 contains 35041 members 
Mstep: Class 15 contains 7070 members 
Mstep: Class 18 contains 1852 members 
Mstep: Class 20 contains 3984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083874.000000 Penalty: 34534.289062
Iteration 148Q: 17 clusters Score -2.908387e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 40924 members 
Mstep: Class 3 contains 8319 members 
Mstep: Class 4 contains 3584 members 
Mstep: Class 6 contains 41566 members 
Mstep: Class 7 contains 10008 members 
Mstep: Class 8 contains 2109 members 
Mstep: Class 9 contains 214888 members 
Mstep: Class 10 contains 38099 members 
Mstep: Class 11 contains 13642 members 
Mstep: Class 12 contains 1139 members 
Mstep: Class 13 contains 160177 members 
Mstep: Class 14 contains 35037 members 
Mstep: Class 15 contains 7070 members 
Mstep: Class 18 contains 1844 members 
Mstep: Class 20 contains 3963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083802.000000 Penalty: 34534.289062
Iteration 149Q: 17 clusters Score -2.90838e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 40923 members 
Mstep: Class 3 contains 8314 members 
Mstep: Class 4 contains 3581 members 
Mstep: Class 6 contains 41565 members 
Mstep: Class 7 contains 10008 members 
Mstep: Class 8 contains 2109 members 
Mstep: Class 9 contains 214987 members 
Mstep: Class 10 contains 38164 members 
Mstep: Class 11 contains 13643 members 
Mstep: Class 12 contains 1139 members 
Mstep: Class 13 contains 160065 members 
Mstep: Class 14 contains 35029 members 
Mstep: Class 15 contains 7068 members 
Mstep: Class 18 contains 1840 members 
Mstep: Class 20 contains 3942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083860.000000 Penalty: 34534.289062
Iteration 150Q: 17 clusters Score -2.908386e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 40924 members 
Mstep: Class 3 contains 8308 members 
Mstep: Class 4 contains 3577 members 
Mstep: Class 6 contains 41567 members 
Mstep: Class 7 contains 10008 members 
Mstep: Class 8 contains 2109 members 
Mstep: Class 9 contains 215065 members 
Mstep: Class 10 contains 38230 members 
Mstep: Class 11 contains 13643 members 
Mstep: Class 12 contains 1142 members 
Mstep: Class 13 contains 159957 members 
Mstep: Class 14 contains 35017 members 
Mstep: Class 15 contains 7072 members 
Mstep: Class 18 contains 1840 members 
Mstep: Class 20 contains 3919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083884.000000 Penalty: 34534.289062
Iteration 151Q: 17 clusters Score -2.908388e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 40928 members 
Mstep: Class 3 contains 8306 members 
Mstep: Class 4 contains 3570 members 
Mstep: Class 6 contains 41567 members 
Mstep: Class 7 contains 10008 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 215151 members 
Mstep: Class 10 contains 38289 members 
Mstep: Class 11 contains 13645 members 
Mstep: Class 12 contains 1142 members 
Mstep: Class 13 contains 159860 members 
Mstep: Class 14 contains 35001 members 
Mstep: Class 15 contains 7073 members 
Mstep: Class 18 contains 1838 members 
Mstep: Class 20 contains 3889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083948.000000 Penalty: 34534.289062
Iteration 152Q: 17 clusters Score -2.908395e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 40933 members 
Mstep: Class 3 contains 8308 members 
Mstep: Class 4 contains 3565 members 
Mstep: Class 6 contains 41566 members 
Mstep: Class 7 contains 10008 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 215221 members 
Mstep: Class 10 contains 38332 members 
Mstep: Class 11 contains 13648 members 
Mstep: Class 12 contains 1141 members 
Mstep: Class 13 contains 159794 members 
Mstep: Class 14 contains 34989 members 
Mstep: Class 15 contains 7075 members 
Mstep: Class 18 contains 1835 members 
Mstep: Class 20 contains 3852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084014.000000 Penalty: 34534.289062
Iteration 153Q: 17 clusters Score -2.908401e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 40936 members 
Mstep: Class 3 contains 8310 members 
Mstep: Class 4 contains 3558 members 
Mstep: Class 6 contains 41564 members 
Mstep: Class 7 contains 10008 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 215303 members 
Mstep: Class 10 contains 38376 members 
Mstep: Class 11 contains 13652 members 
Mstep: Class 12 contains 1140 members 
Mstep: Class 13 contains 159720 members 
Mstep: Class 14 contains 34971 members 
Mstep: Class 15 contains 7076 members 
Mstep: Class 18 contains 1833 members 
Mstep: Class 20 contains 3819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083970.000000 Penalty: 34534.289062
Iteration 154Q: 17 clusters Score -2.908397e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 40940 members 
Mstep: Class 3 contains 8311 members 
Mstep: Class 4 contains 3551 members 
Mstep: Class 6 contains 41562 members 
Mstep: Class 7 contains 10008 members 
Mstep: Class 8 contains 2112 members 
Mstep: Class 9 contains 215369 members 
Mstep: Class 10 contains 38414 members 
Mstep: Class 11 contains 13660 members 
Mstep: Class 12 contains 1138 members 
Mstep: Class 13 contains 159664 members 
Mstep: Class 14 contains 34954 members 
Mstep: Class 15 contains 7076 members 
Mstep: Class 18 contains 1830 members 
Mstep: Class 20 contains 3793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083976.000000 Penalty: 34534.289062
Iteration 155Q: 17 clusters Score -2.908398e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 40942 members 
Mstep: Class 3 contains 8310 members 
Mstep: Class 4 contains 3541 members 
Mstep: Class 6 contains 41559 members 
Mstep: Class 7 contains 10007 members 
Mstep: Class 8 contains 2113 members 
Mstep: Class 9 contains 215430 members 
Mstep: Class 10 contains 38468 members 
Mstep: Class 11 contains 13674 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 159596 members 
Mstep: Class 14 contains 34942 members 
Mstep: Class 15 contains 7076 members 
Mstep: Class 18 contains 1826 members 
Mstep: Class 20 contains 3765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083988.000000 Penalty: 34534.289062
Iteration 156Q: 17 clusters Score -2.908399e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 40944 members 
Mstep: Class 3 contains 8308 members 
Mstep: Class 4 contains 3537 members 
Mstep: Class 6 contains 41557 members 
Mstep: Class 7 contains 10007 members 
Mstep: Class 8 contains 2113 members 
Mstep: Class 9 contains 215507 members 
Mstep: Class 10 contains 38532 members 
Mstep: Class 11 contains 13674 members 
Mstep: Class 12 contains 1132 members 
Mstep: Class 13 contains 159515 members 
Mstep: Class 14 contains 34932 members 
Mstep: Class 15 contains 7076 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 20 contains 3734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084054.000000 Penalty: 34534.289062
Iteration 157Q: 17 clusters Score -2.908405e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 40946 members 
Mstep: Class 3 contains 8306 members 
Mstep: Class 4 contains 3530 members 
Mstep: Class 6 contains 41557 members 
Mstep: Class 7 contains 10007 members 
Mstep: Class 8 contains 2114 members 
Mstep: Class 9 contains 215566 members 
Mstep: Class 10 contains 38594 members 
Mstep: Class 11 contains 13676 members 
Mstep: Class 12 contains 1130 members 
Mstep: Class 13 contains 159444 members 
Mstep: Class 14 contains 34919 members 
Mstep: Class 15 contains 7076 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 20 contains 3710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084124.000000 Penalty: 34534.289062
Iteration 158Q: 17 clusters Score -2.908412e+07 nChanged 146
Entering ConstructFrom: 
Score: -29084124.000000 Penalty: 34534.289062
Entering ConstructFrom: 
Trying to split cluster 1 (4393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Entering Unmasked Estep 
Score: -204876.375000 Penalty: 1363.012207
	Iteration 0F: 2 clusters Score -204876.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -201343.359375 Penalty: 2726.024414
	Iteration 0F: 3 clusters Score -201343.4 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -202306.828125 Penalty: 2726.024414
	Iteration 1F: 3 clusters Score -202306.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -202471.500000 Penalty: 2726.024414
	Iteration 2F: 3 clusters Score -202471.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -202579.375000 Penalty: 2726.024414
	Iteration 3Q: 3 clusters Score -202579.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -202642.812500 Penalty: 2726.024414
	Iteration 4Q: 3 clusters Score -202642.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -202693.421875 Penalty: 2726.024414
	Iteration 5Q: 3 clusters Score -202693.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -202732.609375 Penalty: 2726.024414
	Iteration 6Q: 3 clusters Score -202732.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -202767.265625 Penalty: 2726.024414
	Iteration 7Q: 3 clusters Score -202767.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -202798.296875 Penalty: 2726.024414
	Iteration 8Q: 3 clusters Score -202798.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -202826.234375 Penalty: 2726.024414
	Iteration 9Q: 3 clusters Score -202826.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -202856.531250 Penalty: 2726.024414
	Iteration 10Q: 3 clusters Score -202856.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -202881.406250 Penalty: 2726.024414
	Iteration 11Q: 3 clusters Score -202881.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -202900.062500 Penalty: 2726.024414
	Iteration 12Q: 3 clusters Score -202900.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -202915.781250 Penalty: 2726.024414
	Iteration 13Q: 3 clusters Score -202915.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -202932.500000 Penalty: 2726.024414
	Iteration 14Q: 3 clusters Score -202932.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -202948.578125 Penalty: 2726.024414
	Iteration 15Q: 3 clusters Score -202948.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -202964.078125 Penalty: 2726.024414
	Iteration 16Q: 3 clusters Score -202964.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -202978.828125 Penalty: 2726.024414
	Iteration 17Q: 3 clusters Score -202978.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -202993.078125 Penalty: 2726.024414
	Iteration 18Q: 3 clusters Score -202993.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -203009.062500 Penalty: 2726.024414
	Iteration 19Q: 3 clusters Score -203009.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -203031.734375 Penalty: 2726.024414
	Iteration 20F: 3 clusters Score -203031.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -203058.468750 Penalty: 2726.024414
	Iteration 21Q: 3 clusters Score -203058.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -203088.218750 Penalty: 2726.024414
	Iteration 22Q: 3 clusters Score -203088.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -203126.718750 Penalty: 2726.024414
	Iteration 23Q: 3 clusters Score -203126.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -203159.953125 Penalty: 2726.024414
	Iteration 24Q: 3 clusters Score -203160 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -203202.312500 Penalty: 2726.024414
	Iteration 25Q: 3 clusters Score -203202.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -203252.312500 Penalty: 2726.024414
	Iteration 26Q: 3 clusters Score -203252.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -203304.734375 Penalty: 2726.024414
	Iteration 27Q: 3 clusters Score -203304.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -203364.968750 Penalty: 2726.024414
	Iteration 28Q: 3 clusters Score -203365 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -203433.593750 Penalty: 2726.024414
	Iteration 29Q: 3 clusters Score -203433.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -203496.531250 Penalty: 2726.024414
	Iteration 30Q: 3 clusters Score -203496.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -203558.140625 Penalty: 2726.024414
	Iteration 31Q: 3 clusters Score -203558.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -203613.281250 Penalty: 2726.024414
	Iteration 32Q: 3 clusters Score -203613.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -203649.250000 Penalty: 2726.024414
	Iteration 33Q: 3 clusters Score -203649.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -203677.843750 Penalty: 2726.024414
	Iteration 34Q: 3 clusters Score -203677.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -203702.843750 Penalty: 2726.024414
	Iteration 35Q: 3 clusters Score -203702.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -203719.921875 Penalty: 2726.024414
	Iteration 36Q: 3 clusters Score -203719.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -203738.359375 Penalty: 2726.024414
	Iteration 37Q: 3 clusters Score -203738.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -203752.500000 Penalty: 2726.024414
	Iteration 38Q: 3 clusters Score -203752.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -203763.062500 Penalty: 2726.024414
	Iteration 39Q: 3 clusters Score -203763.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -203771.046875 Penalty: 2726.024414
	Iteration 40F: 3 clusters Score -203771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -203777.203125 Penalty: 2726.024414
	Iteration 41Q: 3 clusters Score -203777.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -203783.453125 Penalty: 2726.024414
	Iteration 42Q: 3 clusters Score -203783.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -203786.953125 Penalty: 2726.024414
	Iteration 43Q: 3 clusters Score -203787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -203788.812500 Penalty: 2726.024414
	Iteration 44Q: 3 clusters Score -203788.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -203789.062500 Penalty: 2726.024414
	Iteration 45Q: 3 clusters Score -203789.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -203789.062500 Penalty: 2726.024414
	Iteration 46F: 3 clusters Score -203789.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Entering Unmasked Estep 
Score: -2077510.500000 Penalty: 1725.759399
	Iteration 0F: 2 clusters Score -2077510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -2050103.875000 Penalty: 3451.518799
	Iteration 0F: 3 clusters Score -2050104 nChanged 19035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -2060777.750000 Penalty: 3451.518799
	Iteration 1F: 3 clusters Score -2060778 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -2061226.500000 Penalty: 3451.518799
	Iteration 2Q: 3 clusters Score -2061226 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -2061607.750000 Penalty: 3451.518799
	Iteration 3Q: 3 clusters Score -2061608 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -2062000.750000 Penalty: 3451.518799
	Iteration 4Q: 3 clusters Score -2062001 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -2062380.000000 Penalty: 3451.518799
	Iteration 5Q: 3 clusters Score -2062380 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -2062805.000000 Penalty: 3451.518799
	Iteration 6Q: 3 clusters Score -2062805 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -2063344.625000 Penalty: 3451.518799
	Iteration 7Q: 3 clusters Score -2063345 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -2064006.625000 Penalty: 3451.518799
	Iteration 8Q: 3 clusters Score -2064007 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -2064882.500000 Penalty: 3451.518799
	Iteration 9Q: 3 clusters Score -2064882 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -2066125.125000 Penalty: 3451.518799
	Iteration 10Q: 3 clusters Score -2066125 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -2067485.000000 Penalty: 3451.518799
	Iteration 11F: 3 clusters Score -2067485 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -2068516.250000 Penalty: 3451.518799
	Iteration 12Q: 3 clusters Score -2068516 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -2069034.625000 Penalty: 3451.518799
	Iteration 13Q: 3 clusters Score -2069035 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -2069244.750000 Penalty: 3451.518799
	Iteration 14Q: 3 clusters Score -2069245 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -2069357.750000 Penalty: 3451.518799
	Iteration 15Q: 3 clusters Score -2069358 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -2069420.875000 Penalty: 3451.518799
	Iteration 16Q: 3 clusters Score -2069421 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -2069498.375000 Penalty: 3451.518799
	Iteration 17Q: 3 clusters Score -2069498 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -2069578.375000 Penalty: 3451.518799
	Iteration 18Q: 3 clusters Score -2069578 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -2069653.375000 Penalty: 3451.518799
	Iteration 19Q: 3 clusters Score -2069653 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -2069756.625000 Penalty: 3451.518799
	Iteration 20F: 3 clusters Score -2069757 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -2069840.875000 Penalty: 3451.518799
	Iteration 21Q: 3 clusters Score -2069841 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -2069919.625000 Penalty: 3451.518799
	Iteration 22Q: 3 clusters Score -2069920 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -2070019.125000 Penalty: 3451.518799
	Iteration 23Q: 3 clusters Score -2070019 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -2070122.625000 Penalty: 3451.518799
	Iteration 24Q: 3 clusters Score -2070123 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -2070237.500000 Penalty: 3451.518799
	Iteration 25Q: 3 clusters Score -2070238 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -2070382.000000 Penalty: 3451.518799
	Iteration 26Q: 3 clusters Score -2070382 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2070532.625000 Penalty: 3451.518799
	Iteration 27Q: 3 clusters Score -2070533 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2070694.125000 Penalty: 3451.518799
	Iteration 28Q: 3 clusters Score -2070694 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -2070876.250000 Penalty: 3451.518799
	Iteration 29Q: 3 clusters Score -2070876 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -2071075.875000 Penalty: 3451.518799
	Iteration 30Q: 3 clusters Score -2071076 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -2071280.625000 Penalty: 3451.518799
	Iteration 31Q: 3 clusters Score -2071281 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -2071451.750000 Penalty: 3451.518799
	Iteration 32Q: 3 clusters Score -2071452 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -2071663.500000 Penalty: 3451.518799
	Iteration 33Q: 3 clusters Score -2071664 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -2071873.125000 Penalty: 3451.518799
	Iteration 34Q: 3 clusters Score -2071873 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -2072076.000000 Penalty: 3451.518799
	Iteration 35Q: 3 clusters Score -2072076 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2072294.000000 Penalty: 3451.518799
	Iteration 36Q: 3 clusters Score -2072294 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -2072539.750000 Penalty: 3451.518799
	Iteration 37Q: 3 clusters Score -2072540 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -2072811.625000 Penalty: 3451.518799
	Iteration 38Q: 3 clusters Score -2072812 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31919 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2073069.000000 Penalty: 3451.518799
	Iteration 39Q: 3 clusters Score -2073069 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2073330.500000 Penalty: 3451.518799
	Iteration 40F: 3 clusters Score -2073330 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2073595.375000 Penalty: 3451.518799
	Iteration 41Q: 3 clusters Score -2073595 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -2073853.375000 Penalty: 3451.518799
	Iteration 42Q: 3 clusters Score -2073853 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2074110.875000 Penalty: 3451.518799
	Iteration 43Q: 3 clusters Score -2074111 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2074358.250000 Penalty: 3451.518799
	Iteration 44Q: 3 clusters Score -2074358 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -2074586.625000 Penalty: 3451.518799
	Iteration 45Q: 3 clusters Score -2074587 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -2074807.250000 Penalty: 3451.518799
	Iteration 46Q: 3 clusters Score -2074807 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2075008.875000 Penalty: 3451.518799
	Iteration 47Q: 3 clusters Score -2075009 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -2075185.500000 Penalty: 3451.518799
	Iteration 48Q: 3 clusters Score -2075186 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2075306.000000 Penalty: 3451.518799
	Iteration 49Q: 3 clusters Score -2075306 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2075431.750000 Penalty: 3451.518799
	Iteration 50Q: 3 clusters Score -2075432 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2075526.625000 Penalty: 3451.518799
	Iteration 51Q: 3 clusters Score -2075527 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2075614.500000 Penalty: 3451.518799
	Iteration 52Q: 3 clusters Score -2075614 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2075667.125000 Penalty: 3451.518799
	Iteration 53Q: 3 clusters Score -2075667 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38613 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2075734.250000 Penalty: 3451.518799
	Iteration 54Q: 3 clusters Score -2075734 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2075782.500000 Penalty: 3451.518799
	Iteration 55Q: 3 clusters Score -2075782 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2075808.625000 Penalty: 3451.518799
	Iteration 56Q: 3 clusters Score -2075809 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2075834.500000 Penalty: 3451.518799
	Iteration 57Q: 3 clusters Score -2075834 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2075858.375000 Penalty: 3451.518799
	Iteration 58Q: 3 clusters Score -2075858 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2075872.875000 Penalty: 3451.518799
	Iteration 59Q: 3 clusters Score -2075873 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2075891.250000 Penalty: 3451.518799
	Iteration 60F: 3 clusters Score -2075891 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2075912.625000 Penalty: 3451.518799
	Iteration 61Q: 3 clusters Score -2075913 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2075921.375000 Penalty: 3451.518799
	Iteration 62Q: 3 clusters Score -2075921 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2075940.250000 Penalty: 3451.518799
	Iteration 63Q: 3 clusters Score -2075940 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2075946.875000 Penalty: 3451.518799
	Iteration 64Q: 3 clusters Score -2075947 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2075957.875000 Penalty: 3451.518799
	Iteration 65Q: 3 clusters Score -2075958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2075965.875000 Penalty: 3451.518799
	Iteration 66Q: 3 clusters Score -2075966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2075971.000000 Penalty: 3451.518799
	Iteration 67Q: 3 clusters Score -2075971 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2075977.125000 Penalty: 3451.518799
	Iteration 68Q: 3 clusters Score -2075977 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2075977.000000 Penalty: 3451.518799
	Iteration 69Q: 3 clusters Score -2075977 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2075984.875000 Penalty: 3451.518799
	Iteration 70Q: 3 clusters Score -2075985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2075991.750000 Penalty: 3451.518799
	Iteration 71Q: 3 clusters Score -2075992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2075995.875000 Penalty: 3451.518799
	Iteration 72Q: 3 clusters Score -2075996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2076003.625000 Penalty: 3451.518799
	Iteration 73Q: 3 clusters Score -2076004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2076004.250000 Penalty: 3451.518799
	Iteration 74Q: 3 clusters Score -2076004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2076006.250000 Penalty: 3451.518799
	Iteration 75Q: 3 clusters Score -2076006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2076009.375000 Penalty: 3451.518799
	Iteration 76Q: 3 clusters Score -2076009 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2076010.250000 Penalty: 3451.518799
	Iteration 77Q: 3 clusters Score -2076010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2076017.375000 Penalty: 3451.518799
	Iteration 78Q: 3 clusters Score -2076017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2076016.875000 Penalty: 3451.518799
	Iteration 79Q: 3 clusters Score -2076017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2076017.750000 Penalty: 3451.518799
	Iteration 80F: 3 clusters Score -2076018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2076029.125000 Penalty: 3451.518799
	Iteration 81Q: 3 clusters Score -2076029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2076030.375000 Penalty: 3451.518799
	Iteration 82Q: 3 clusters Score -2076030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2076036.750000 Penalty: 3451.518799
	Iteration 83Q: 3 clusters Score -2076037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2076037.375000 Penalty: 3451.518799
	Iteration 84Q: 3 clusters Score -2076037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2076037.625000 Penalty: 3451.518799
	Iteration 85Q: 3 clusters Score -2076038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2076041.500000 Penalty: 3451.518799
	Iteration 86Q: 3 clusters Score -2076042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2076048.125000 Penalty: 3451.518799
	Iteration 87Q: 3 clusters Score -2076048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2076049.250000 Penalty: 3451.518799
	Iteration 88Q: 3 clusters Score -2076049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2076052.000000 Penalty: 3451.518799
	Iteration 89Q: 3 clusters Score -2076052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2076052.625000 Penalty: 3451.518799
	Iteration 90Q: 3 clusters Score -2076053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39806 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2076050.875000 Penalty: 3451.518799
	Iteration 91Q: 3 clusters Score -2076051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2076056.875000 Penalty: 3451.518799
	Iteration 92Q: 3 clusters Score -2076057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2076059.250000 Penalty: 3451.518799
	Iteration 93Q: 3 clusters Score -2076059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2076060.875000 Penalty: 3451.518799
	Iteration 94Q: 3 clusters Score -2076061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2076059.500000 Penalty: 3451.518799
	Iteration 95Q: 3 clusters Score -2076060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2076060.750000 Penalty: 3451.518799
	Iteration 96Q: 3 clusters Score -2076061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2076061.125000 Penalty: 3451.518799
	Iteration 97Q: 3 clusters Score -2076061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2076061.500000 Penalty: 3451.518799
	Iteration 98Q: 3 clusters Score -2076062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2076061.500000 Penalty: 3451.518799
	Iteration 99F: 3 clusters Score -2076062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Entering Unmasked Estep 
Score: -442375.687500 Penalty: 1466.460449
	Iteration 0F: 2 clusters Score -442375.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -436321.031250 Penalty: 2932.920898
	Iteration 0F: 3 clusters Score -436321 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -438143.343750 Penalty: 2932.920898
	Iteration 1F: 3 clusters Score -438143.3 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -438328.000000 Penalty: 2932.920898
	Iteration 2F: 3 clusters Score -438328 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -438469.843750 Penalty: 2932.920898
	Iteration 3Q: 3 clusters Score -438469.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -438589.687500 Penalty: 2932.920898
	Iteration 4Q: 3 clusters Score -438589.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -438713.062500 Penalty: 2932.920898
	Iteration 5Q: 3 clusters Score -438713.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -438835.437500 Penalty: 2932.920898
	Iteration 6Q: 3 clusters Score -438835.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -438971.250000 Penalty: 2932.920898
	Iteration 7Q: 3 clusters Score -438971.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -439136.281250 Penalty: 2932.920898
	Iteration 8Q: 3 clusters Score -439136.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -439309.812500 Penalty: 2932.920898
	Iteration 9Q: 3 clusters Score -439309.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -439551.156250 Penalty: 2932.920898
	Iteration 10Q: 3 clusters Score -439551.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -439856.125000 Penalty: 2932.920898
	Iteration 11Q: 3 clusters Score -439856.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -440147.437500 Penalty: 2932.920898
	Iteration 12Q: 3 clusters Score -440147.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -440378.187500 Penalty: 2932.920898
	Iteration 13Q: 3 clusters Score -440378.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -440572.218750 Penalty: 2932.920898
	Iteration 14Q: 3 clusters Score -440572.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -440727.843750 Penalty: 2932.920898
	Iteration 15Q: 3 clusters Score -440727.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -440834.031250 Penalty: 2932.920898
	Iteration 16Q: 3 clusters Score -440834 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -440904.375000 Penalty: 2932.920898
	Iteration 17Q: 3 clusters Score -440904.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -440962.593750 Penalty: 2932.920898
	Iteration 18Q: 3 clusters Score -440962.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -441020.593750 Penalty: 2932.920898
	Iteration 19Q: 3 clusters Score -441020.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -441055.968750 Penalty: 2932.920898
	Iteration 20F: 3 clusters Score -441056 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -441078.843750 Penalty: 2932.920898
	Iteration 21Q: 3 clusters Score -441078.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -441091.281250 Penalty: 2932.920898
	Iteration 22Q: 3 clusters Score -441091.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -441096.750000 Penalty: 2932.920898
	Iteration 23Q: 3 clusters Score -441096.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -441106.625000 Penalty: 2932.920898
	Iteration 24Q: 3 clusters Score -441106.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -441119.125000 Penalty: 2932.920898
	Iteration 25Q: 3 clusters Score -441119.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -441125.625000 Penalty: 2932.920898
	Iteration 26Q: 3 clusters Score -441125.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -441131.343750 Penalty: 2932.920898
	Iteration 27Q: 3 clusters Score -441131.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -441138.656250 Penalty: 2932.920898
	Iteration 28Q: 3 clusters Score -441138.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -441147.125000 Penalty: 2932.920898
	Iteration 29Q: 3 clusters Score -441147.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -441151.500000 Penalty: 2932.920898
	Iteration 30Q: 3 clusters Score -441151.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -441152.312500 Penalty: 2932.920898
	Iteration 31Q: 3 clusters Score -441152.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -441152.437500 Penalty: 2932.920898
	Iteration 32Q: 3 clusters Score -441152.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -441152.437500 Penalty: 2932.920898
	Iteration 33F: 3 clusters Score -441152.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Entering Unmasked Estep 
Score: -162425.687500 Penalty: 1327.240845
	Iteration 0F: 2 clusters Score -162425.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -159378.437500 Penalty: 2654.481689
	Iteration 0F: 3 clusters Score -159378.4 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -160208.890625 Penalty: 2654.481689
	Iteration 1F: 3 clusters Score -160208.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -160464.031250 Penalty: 2654.481689
	Iteration 2F: 3 clusters Score -160464 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -160695.437500 Penalty: 2654.481689
	Iteration 3F: 3 clusters Score -160695.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -160899.203125 Penalty: 2654.481689
	Iteration 4F: 3 clusters Score -160899.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -161114.203125 Penalty: 2654.481689
	Iteration 5F: 3 clusters Score -161114.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -161300.531250 Penalty: 2654.481689
	Iteration 6F: 3 clusters Score -161300.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -161420.578125 Penalty: 2654.481689
	Iteration 7Q: 3 clusters Score -161420.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -161487.093750 Penalty: 2654.481689
	Iteration 8Q: 3 clusters Score -161487.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -161529.875000 Penalty: 2654.481689
	Iteration 9Q: 3 clusters Score -161529.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -161554.375000 Penalty: 2654.481689
	Iteration 10Q: 3 clusters Score -161554.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -161567.390625 Penalty: 2654.481689
	Iteration 11Q: 3 clusters Score -161567.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -161576.328125 Penalty: 2654.481689
	Iteration 12Q: 3 clusters Score -161576.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -161581.718750 Penalty: 2654.481689
	Iteration 13Q: 3 clusters Score -161581.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -161585.062500 Penalty: 2654.481689
	Iteration 14Q: 3 clusters Score -161585.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -161587.968750 Penalty: 2654.481689
	Iteration 15Q: 3 clusters Score -161588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -161592.781250 Penalty: 2654.481689
	Iteration 16Q: 3 clusters Score -161592.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -161596.828125 Penalty: 2654.481689
	Iteration 17Q: 3 clusters Score -161596.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -161602.234375 Penalty: 2654.481689
	Iteration 18Q: 3 clusters Score -161602.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -161611.859375 Penalty: 2654.481689
	Iteration 19Q: 3 clusters Score -161611.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -161617.578125 Penalty: 2654.481689
	Iteration 20F: 3 clusters Score -161617.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -161625.015625 Penalty: 2654.481689
	Iteration 21Q: 3 clusters Score -161625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -161630.046875 Penalty: 2654.481689
	Iteration 22Q: 3 clusters Score -161630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -161633.328125 Penalty: 2654.481689
	Iteration 23Q: 3 clusters Score -161633.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -161636.296875 Penalty: 2654.481689
	Iteration 24Q: 3 clusters Score -161636.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -161637.359375 Penalty: 2654.481689
	Iteration 25Q: 3 clusters Score -161637.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -161637.140625 Penalty: 2654.481689
	Iteration 26Q: 3 clusters Score -161637.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -161637.140625 Penalty: 2654.481689
	Iteration 27F: 3 clusters Score -161637.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (41555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Entering Unmasked Estep 
Score: -2154918.000000 Penalty: 1728.150635
	Iteration 0F: 2 clusters Score -2154918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -2127074.000000 Penalty: 3456.301270
	Iteration 0F: 3 clusters Score -2127074 nChanged 19304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -2138006.250000 Penalty: 3456.301270
	Iteration 1F: 3 clusters Score -2138006 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -2138463.500000 Penalty: 3456.301270
	Iteration 2Q: 3 clusters Score -2138464 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -2138949.250000 Penalty: 3456.301270
	Iteration 3Q: 3 clusters Score -2138949 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -2139489.500000 Penalty: 3456.301270
	Iteration 4Q: 3 clusters Score -2139490 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -2140208.750000 Penalty: 3456.301270
	Iteration 5Q: 3 clusters Score -2140209 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -2141228.750000 Penalty: 3456.301270
	Iteration 6Q: 3 clusters Score -2141229 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -2142733.250000 Penalty: 3456.301270
	Iteration 7F: 3 clusters Score -2142733 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -2144671.500000 Penalty: 3456.301270
	Iteration 8F: 3 clusters Score -2144672 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -2146832.250000 Penalty: 3456.301270
	Iteration 9F: 3 clusters Score -2146832 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -2148850.250000 Penalty: 3456.301270
	Iteration 10F: 3 clusters Score -2148850 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -2150400.500000 Penalty: 3456.301270
	Iteration 11Q: 3 clusters Score -2150400 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -2151380.000000 Penalty: 3456.301270
	Iteration 12Q: 3 clusters Score -2151380 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -2152009.750000 Penalty: 3456.301270
	Iteration 13Q: 3 clusters Score -2152010 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -2152381.000000 Penalty: 3456.301270
	Iteration 14Q: 3 clusters Score -2152381 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -2152681.750000 Penalty: 3456.301270
	Iteration 15Q: 3 clusters Score -2152682 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
Score: -2152896.750000 Penalty: 3456.301270
	Iteration 16Q: 3 clusters Score -2152897 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -2153059.250000 Penalty: 3456.301270
	Iteration 17Q: 3 clusters Score -2153059 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -2153162.750000 Penalty: 3456.301270
	Iteration 18Q: 3 clusters Score -2153163 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -2153239.250000 Penalty: 3456.301270
	Iteration 19Q: 3 clusters Score -2153239 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -2153300.250000 Penalty: 3456.301270
	Iteration 20F: 3 clusters Score -2153300 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 40006 members 
Entering Unmasked Estep 
Score: -2153347.000000 Penalty: 3456.301270
	Iteration 21Q: 3 clusters Score -2153347 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -2153400.250000 Penalty: 3456.301270
	Iteration 22Q: 3 clusters Score -2153400 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -2153439.000000 Penalty: 3456.301270
	Iteration 23Q: 3 clusters Score -2153439 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -2153474.000000 Penalty: 3456.301270
	Iteration 24Q: 3 clusters Score -2153474 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -2153496.750000 Penalty: 3456.301270
	Iteration 25Q: 3 clusters Score -2153497 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -2153512.500000 Penalty: 3456.301270
	Iteration 26Q: 3 clusters Score -2153512 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -2153523.000000 Penalty: 3456.301270
	Iteration 27Q: 3 clusters Score -2153523 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -2153534.750000 Penalty: 3456.301270
	Iteration 28Q: 3 clusters Score -2153535 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -2153545.250000 Penalty: 3456.301270
	Iteration 29Q: 3 clusters Score -2153545 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -2153560.250000 Penalty: 3456.301270
	Iteration 30Q: 3 clusters Score -2153560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 40576 members 
Entering Unmasked Estep 
Score: -2153566.750000 Penalty: 3456.301270
	Iteration 31Q: 3 clusters Score -2153567 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -2153572.750000 Penalty: 3456.301270
	Iteration 32Q: 3 clusters Score -2153573 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -2153584.000000 Penalty: 3456.301270
	Iteration 33Q: 3 clusters Score -2153584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -2153587.750000 Penalty: 3456.301270
	Iteration 34Q: 3 clusters Score -2153588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -2153591.750000 Penalty: 3456.301270
	Iteration 35Q: 3 clusters Score -2153592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 40673 members 
Entering Unmasked Estep 
Score: -2153592.500000 Penalty: 3456.301270
	Iteration 36Q: 3 clusters Score -2153592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -2153597.500000 Penalty: 3456.301270
	Iteration 37Q: 3 clusters Score -2153598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -2153603.000000 Penalty: 3456.301270
	Iteration 38Q: 3 clusters Score -2153603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
Score: -2153612.500000 Penalty: 3456.301270
	Iteration 39Q: 3 clusters Score -2153612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 40728 members 
Entering Unmasked Estep 
Score: -2153615.750000 Penalty: 3456.301270
	Iteration 40F: 3 clusters Score -2153616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -2153617.250000 Penalty: 3456.301270
	Iteration 41Q: 3 clusters Score -2153617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 40744 members 
Entering Unmasked Estep 
Score: -2153617.000000 Penalty: 3456.301270
	Iteration 42Q: 3 clusters Score -2153617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -2153620.500000 Penalty: 3456.301270
	Iteration 43Q: 3 clusters Score -2153620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -2153622.250000 Penalty: 3456.301270
	Iteration 44Q: 3 clusters Score -2153622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -2153624.250000 Penalty: 3456.301270
	Iteration 45Q: 3 clusters Score -2153624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -2153629.250000 Penalty: 3456.301270
	Iteration 46Q: 3 clusters Score -2153629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
Score: -2153631.000000 Penalty: 3456.301270
	Iteration 47Q: 3 clusters Score -2153631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -2153633.000000 Penalty: 3456.301270
	Iteration 48Q: 3 clusters Score -2153633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -2153634.750000 Penalty: 3456.301270
	Iteration 49Q: 3 clusters Score -2153635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -2153635.500000 Penalty: 3456.301270
	Iteration 50Q: 3 clusters Score -2153636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -2153635.000000 Penalty: 3456.301270
	Iteration 51Q: 3 clusters Score -2153635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -2153636.750000 Penalty: 3456.301270
	Iteration 52Q: 3 clusters Score -2153637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -2153636.750000 Penalty: 3456.301270
	Iteration 53F: 3 clusters Score -2153637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Entering Unmasked Estep 
Score: -513607.062500 Penalty: 1496.794067
	Iteration 0F: 2 clusters Score -513607.1 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 5026 members 
Entering Unmasked Estep 
Score: -506415.812500 Penalty: 2993.588135
	Iteration 0F: 3 clusters Score -506415.8 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -508618.406250 Penalty: 2993.588135
	Iteration 1F: 3 clusters Score -508618.4 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -508829.593750 Penalty: 2993.588135
	Iteration 2F: 3 clusters Score -508829.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -508989.531250 Penalty: 2993.588135
	Iteration 3Q: 3 clusters Score -508989.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -509146.687500 Penalty: 2993.588135
	Iteration 4Q: 3 clusters Score -509146.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -509325.218750 Penalty: 2993.588135
	Iteration 5Q: 3 clusters Score -509325.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -509534.093750 Penalty: 2993.588135
	Iteration 6Q: 3 clusters Score -509534.1 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -509818.625000 Penalty: 2993.588135
	Iteration 7F: 3 clusters Score -509818.6 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -510198.375000 Penalty: 2993.588135
	Iteration 8F: 3 clusters Score -510198.4 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -510647.062500 Penalty: 2993.588135
	Iteration 9F: 3 clusters Score -510647.1 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -511114.593750 Penalty: 2993.588135
	Iteration 10F: 3 clusters Score -511114.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -511514.031250 Penalty: 2993.588135
	Iteration 11Q: 3 clusters Score -511514 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -511840.281250 Penalty: 2993.588135
	Iteration 12Q: 3 clusters Score -511840.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -512060.000000 Penalty: 2993.588135
	Iteration 13Q: 3 clusters Score -512060 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -512209.406250 Penalty: 2993.588135
	Iteration 14Q: 3 clusters Score -512209.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -512295.562500 Penalty: 2993.588135
	Iteration 15Q: 3 clusters Score -512295.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -512351.125000 Penalty: 2993.588135
	Iteration 16Q: 3 clusters Score -512351.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -512379.875000 Penalty: 2993.588135
	Iteration 17Q: 3 clusters Score -512379.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -512395.812500 Penalty: 2993.588135
	Iteration 18Q: 3 clusters Score -512395.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -512406.781250 Penalty: 2993.588135
	Iteration 19Q: 3 clusters Score -512406.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -512415.218750 Penalty: 2993.588135
	Iteration 20F: 3 clusters Score -512415.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -512417.843750 Penalty: 2993.588135
	Iteration 21Q: 3 clusters Score -512417.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -512423.906250 Penalty: 2993.588135
	Iteration 22Q: 3 clusters Score -512423.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -512430.843750 Penalty: 2993.588135
	Iteration 23Q: 3 clusters Score -512430.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -512437.687500 Penalty: 2993.588135
	Iteration 24Q: 3 clusters Score -512437.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -512437.687500 Penalty: 2993.588135
	Iteration 25F: 3 clusters Score -512437.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Entering Unmasked Estep 
Score: -91045.656250 Penalty: 1244.077881
	Iteration 0F: 2 clusters Score -91045.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -88897.726562 Penalty: 2488.155762
	Iteration 0F: 3 clusters Score -88897.73 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -89409.898438 Penalty: 2488.155762
	Iteration 1F: 3 clusters Score -89409.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -89567.976562 Penalty: 2488.155762
	Iteration 2F: 3 clusters Score -89567.98 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -89650.218750 Penalty: 2488.155762
	Iteration 3Q: 3 clusters Score -89650.22 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -89717.601562 Penalty: 2488.155762
	Iteration 4F: 3 clusters Score -89717.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -89751.273438 Penalty: 2488.155762
	Iteration 5Q: 3 clusters Score -89751.27 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -89776.585938 Penalty: 2488.155762
	Iteration 6Q: 3 clusters Score -89776.59 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -89803.671875 Penalty: 2488.155762
	Iteration 7Q: 3 clusters Score -89803.67 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -89832.773438 Penalty: 2488.155762
	Iteration 8Q: 3 clusters Score -89832.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -89858.968750 Penalty: 2488.155762
	Iteration 9Q: 3 clusters Score -89858.97 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -89877.125000 Penalty: 2488.155762
	Iteration 10Q: 3 clusters Score -89877.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -89892.757812 Penalty: 2488.155762
	Iteration 11Q: 3 clusters Score -89892.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -89907.320312 Penalty: 2488.155762
	Iteration 12Q: 3 clusters Score -89907.32 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -89930.796875 Penalty: 2488.155762
	Iteration 13Q: 3 clusters Score -89930.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -89945.992188 Penalty: 2488.155762
	Iteration 14Q: 3 clusters Score -89945.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -89954.171875 Penalty: 2488.155762
	Iteration 15Q: 3 clusters Score -89954.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -89959.726562 Penalty: 2488.155762
	Iteration 16Q: 3 clusters Score -89959.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -89965.539062 Penalty: 2488.155762
	Iteration 17Q: 3 clusters Score -89965.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -89975.218750 Penalty: 2488.155762
	Iteration 18Q: 3 clusters Score -89975.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -89984.265625 Penalty: 2488.155762
	Iteration 19Q: 3 clusters Score -89984.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -89988.609375 Penalty: 2488.155762
	Iteration 20F: 3 clusters Score -89988.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -89991.421875 Penalty: 2488.155762
	Iteration 21Q: 3 clusters Score -89991.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -89994.023438 Penalty: 2488.155762
	Iteration 22Q: 3 clusters Score -89994.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -89996.179688 Penalty: 2488.155762
	Iteration 23Q: 3 clusters Score -89996.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -89998.515625 Penalty: 2488.155762
	Iteration 24Q: 3 clusters Score -89998.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -90001.054688 Penalty: 2488.155762
	Iteration 25Q: 3 clusters Score -90001.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -90001.671875 Penalty: 2488.155762
	Iteration 26Q: 3 clusters Score -90001.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -90001.671875 Penalty: 2488.155762
	Iteration 27F: 3 clusters Score -90001.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (215640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215640 members 
Entering Unmasked Estep 
Score: -10798880.000000 Penalty: 1995.721924
	Iteration 0F: 2 clusters Score -1.079888e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107988 members 
Mstep: Class 2 contains 107652 members 
Entering Unmasked Estep 
Score: -10654215.000000 Penalty: 3991.443848
	Iteration 0F: 3 clusters Score -1.065422e+07 nChanged 104677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110811 members 
Mstep: Class 2 contains 104829 members 
Entering Unmasked Estep 
Score: -10716529.000000 Penalty: 3991.443848
	Iteration 1F: 3 clusters Score -1.071653e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112918 members 
Mstep: Class 2 contains 102722 members 
Entering Unmasked Estep 
Score: -10718222.000000 Penalty: 3991.443848
	Iteration 2Q: 3 clusters Score -1.071822e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116321 members 
Mstep: Class 2 contains 99319 members 
Entering Unmasked Estep 
Score: -10720727.000000 Penalty: 3991.443848
	Iteration 3Q: 3 clusters Score -1.072073e+07 nChanged 9316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121767 members 
Mstep: Class 2 contains 93873 members 
Entering Unmasked Estep 
Score: -10724476.000000 Penalty: 3991.443848
	Iteration 4Q: 3 clusters Score -1.072448e+07 nChanged 11683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129840 members 
Mstep: Class 2 contains 85800 members 
Entering Unmasked Estep 
Score: -10730625.000000 Penalty: 3991.443848
	Iteration 5F: 3 clusters Score -1.073062e+07 nChanged 14095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140673 members 
Mstep: Class 2 contains 74967 members 
Entering Unmasked Estep 
Score: -10740098.000000 Penalty: 3991.443848
	Iteration 6F: 3 clusters Score -1.07401e+07 nChanged 15468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153405 members 
Mstep: Class 2 contains 62235 members 
Entering Unmasked Estep 
Score: -10753293.000000 Penalty: 3991.443848
	Iteration 7F: 3 clusters Score -1.075329e+07 nChanged 14541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165250 members 
Mstep: Class 2 contains 50390 members 
Entering Unmasked Estep 
Score: -10767127.000000 Penalty: 3991.443848
	Iteration 8F: 3 clusters Score -1.076713e+07 nChanged 11408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173992 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -10777704.000000 Penalty: 3991.443848
	Iteration 9F: 3 clusters Score -1.07777e+07 nChanged 7980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179880 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -10783870.000000 Penalty: 3991.443848
	Iteration 10Q: 3 clusters Score -1.078387e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184376 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -10787810.000000 Penalty: 3991.443848
	Iteration 11Q: 3 clusters Score -1.078781e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188003 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -10790926.000000 Penalty: 3991.443848
	Iteration 12Q: 3 clusters Score -1.079093e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191031 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -10793425.000000 Penalty: 3991.443848
	Iteration 13Q: 3 clusters Score -1.079342e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193325 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -10794996.000000 Penalty: 3991.443848
	Iteration 14Q: 3 clusters Score -1.0795e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195153 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -10796061.000000 Penalty: 3991.443848
	Iteration 15Q: 3 clusters Score -1.079606e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196556 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -10796743.000000 Penalty: 3991.443848
	Iteration 16Q: 3 clusters Score -1.079674e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197716 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -10797156.000000 Penalty: 3991.443848
	Iteration 17Q: 3 clusters Score -1.079716e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198706 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -10797411.000000 Penalty: 3991.443848
	Iteration 18Q: 3 clusters Score -1.079741e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199573 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -10797584.000000 Penalty: 3991.443848
	Iteration 19Q: 3 clusters Score -1.079758e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200334 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -10797751.000000 Penalty: 3991.443848
	Iteration 20F: 3 clusters Score -1.079775e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201023 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -10797890.000000 Penalty: 3991.443848
	Iteration 21Q: 3 clusters Score -1.079789e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201660 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -10798008.000000 Penalty: 3991.443848
	Iteration 22Q: 3 clusters Score -1.079801e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202206 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -10798067.000000 Penalty: 3991.443848
	Iteration 23Q: 3 clusters Score -1.079807e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202669 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -10798107.000000 Penalty: 3991.443848
	Iteration 24Q: 3 clusters Score -1.079811e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203102 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -10798150.000000 Penalty: 3991.443848
	Iteration 25Q: 3 clusters Score -1.079815e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203511 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -10798190.000000 Penalty: 3991.443848
	Iteration 26Q: 3 clusters Score -1.079819e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203893 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -10798221.000000 Penalty: 3991.443848
	Iteration 27Q: 3 clusters Score -1.079822e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204233 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -10798272.000000 Penalty: 3991.443848
	Iteration 28Q: 3 clusters Score -1.079827e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204568 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -10798338.000000 Penalty: 3991.443848
	Iteration 29Q: 3 clusters Score -1.079834e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204874 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -10798393.000000 Penalty: 3991.443848
	Iteration 30Q: 3 clusters Score -1.079839e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205129 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -10798375.000000 Penalty: 3991.443848
	Iteration 31Q: 3 clusters Score -1.079838e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205372 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -10798399.000000 Penalty: 3991.443848
	Iteration 32Q: 3 clusters Score -1.07984e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205602 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -10798418.000000 Penalty: 3991.443848
	Iteration 33Q: 3 clusters Score -1.079842e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205830 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -10798446.000000 Penalty: 3991.443848
	Iteration 34Q: 3 clusters Score -1.079845e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206027 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -10798481.000000 Penalty: 3991.443848
	Iteration 35Q: 3 clusters Score -1.079848e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206194 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -10798520.000000 Penalty: 3991.443848
	Iteration 36Q: 3 clusters Score -1.079852e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206351 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -10798546.000000 Penalty: 3991.443848
	Iteration 37Q: 3 clusters Score -1.079855e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206496 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -10798562.000000 Penalty: 3991.443848
	Iteration 38Q: 3 clusters Score -1.079856e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206634 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -10798573.000000 Penalty: 3991.443848
	Iteration 39Q: 3 clusters Score -1.079857e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206775 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -10798592.000000 Penalty: 3991.443848
	Iteration 40F: 3 clusters Score -1.079859e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206912 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -10798622.000000 Penalty: 3991.443848
	Iteration 41Q: 3 clusters Score -1.079862e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207056 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -10798659.000000 Penalty: 3991.443848
	Iteration 42Q: 3 clusters Score -1.079866e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207181 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -10798713.000000 Penalty: 3991.443848
	Iteration 43Q: 3 clusters Score -1.079871e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207289 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -10798737.000000 Penalty: 3991.443848
	Iteration 44Q: 3 clusters Score -1.079874e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207390 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -10798759.000000 Penalty: 3991.443848
	Iteration 45Q: 3 clusters Score -1.079876e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207496 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -10798772.000000 Penalty: 3991.443848
	Iteration 46Q: 3 clusters Score -1.079877e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207595 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -10798785.000000 Penalty: 3991.443848
	Iteration 47Q: 3 clusters Score -1.079878e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207674 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -10798794.000000 Penalty: 3991.443848
	Iteration 48Q: 3 clusters Score -1.079879e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207758 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -10798804.000000 Penalty: 3991.443848
	Iteration 49Q: 3 clusters Score -1.07988e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207835 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -10798816.000000 Penalty: 3991.443848
	Iteration 50Q: 3 clusters Score -1.079882e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207902 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -10798820.000000 Penalty: 3991.443848
	Iteration 51Q: 3 clusters Score -1.079882e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207951 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -10798844.000000 Penalty: 3991.443848
	Iteration 52Q: 3 clusters Score -1.079884e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207999 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -10798863.000000 Penalty: 3991.443848
	Iteration 53Q: 3 clusters Score -1.079886e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208039 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -10798856.000000 Penalty: 3991.443848
	Iteration 54Q: 3 clusters Score -1.079886e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208074 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -10798849.000000 Penalty: 3991.443848
	Iteration 55Q: 3 clusters Score -1.079885e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208102 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -10798828.000000 Penalty: 3991.443848
	Iteration 56Q: 3 clusters Score -1.079883e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208130 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -10798831.000000 Penalty: 3991.443848
	Iteration 57Q: 3 clusters Score -1.079883e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208152 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -10798825.000000 Penalty: 3991.443848
	Iteration 58Q: 3 clusters Score -1.079882e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208170 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -10798826.000000 Penalty: 3991.443848
	Iteration 59Q: 3 clusters Score -1.079883e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208179 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -10798834.000000 Penalty: 3991.443848
	Iteration 60F: 3 clusters Score -1.079883e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208190 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -10798820.000000 Penalty: 3991.443848
	Iteration 61Q: 3 clusters Score -1.079882e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208204 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -10798820.000000 Penalty: 3991.443848
	Iteration 62Q: 3 clusters Score -1.079882e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208221 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -10798833.000000 Penalty: 3991.443848
	Iteration 63Q: 3 clusters Score -1.079883e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208243 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -10798833.000000 Penalty: 3991.443848
	Iteration 64Q: 3 clusters Score -1.079883e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208270 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -10798837.000000 Penalty: 3991.443848
	Iteration 65Q: 3 clusters Score -1.079884e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208292 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -10798826.000000 Penalty: 3991.443848
	Iteration 66Q: 3 clusters Score -1.079883e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208307 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -10798833.000000 Penalty: 3991.443848
	Iteration 67Q: 3 clusters Score -1.079883e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208321 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -10798842.000000 Penalty: 3991.443848
	Iteration 68Q: 3 clusters Score -1.079884e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208334 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -10798844.000000 Penalty: 3991.443848
	Iteration 69Q: 3 clusters Score -1.079884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208342 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -10798849.000000 Penalty: 3991.443848
	Iteration 70Q: 3 clusters Score -1.079885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208349 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -10798854.000000 Penalty: 3991.443848
	Iteration 71Q: 3 clusters Score -1.079885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208356 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -10798840.000000 Penalty: 3991.443848
	Iteration 72Q: 3 clusters Score -1.079884e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208369 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -10798839.000000 Penalty: 3991.443848
	Iteration 73Q: 3 clusters Score -1.079884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208376 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -10798841.000000 Penalty: 3991.443848
	Iteration 74Q: 3 clusters Score -1.079884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208380 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -10798845.000000 Penalty: 3991.443848
	Iteration 75Q: 3 clusters Score -1.079884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208381 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -10798841.000000 Penalty: 3991.443848
	Iteration 76Q: 3 clusters Score -1.079884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208382 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -10798841.000000 Penalty: 3991.443848
	Iteration 77Q: 3 clusters Score -1.079884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208383 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -10798848.000000 Penalty: 3991.443848
	Iteration 78Q: 3 clusters Score -1.079885e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208383 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -10798848.000000 Penalty: 3991.443848
	Iteration 79F: 3 clusters Score -1.079885e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (38633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Entering Unmasked Estep 
Score: -2053405.625000 Penalty: 1716.302612
	Iteration 0F: 2 clusters Score -2053406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -2027478.750000 Penalty: 3432.605225
	Iteration 0F: 3 clusters Score -2027479 nChanged 17933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -2037503.250000 Penalty: 3432.605225
	Iteration 1F: 3 clusters Score -2037503 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -2038048.000000 Penalty: 3432.605225
	Iteration 2Q: 3 clusters Score -2038048 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -2038839.875000 Penalty: 3432.605225
	Iteration 3Q: 3 clusters Score -2038840 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -2039858.250000 Penalty: 3432.605225
	Iteration 4Q: 3 clusters Score -2039858 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2041107.625000 Penalty: 3432.605225
	Iteration 5Q: 3 clusters Score -2041108 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2042381.875000 Penalty: 3432.605225
	Iteration 6F: 3 clusters Score -2042382 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -2043545.125000 Penalty: 3432.605225
	Iteration 7Q: 3 clusters Score -2043545 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -2044774.750000 Penalty: 3432.605225
	Iteration 8Q: 3 clusters Score -2044775 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2046070.125000 Penalty: 3432.605225
	Iteration 9F: 3 clusters Score -2046070 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -2047541.250000 Penalty: 3432.605225
	Iteration 10F: 3 clusters Score -2047541 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -2048834.875000 Penalty: 3432.605225
	Iteration 11F: 3 clusters Score -2048835 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2049749.250000 Penalty: 3432.605225
	Iteration 12Q: 3 clusters Score -2049749 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -2050282.500000 Penalty: 3432.605225
	Iteration 13Q: 3 clusters Score -2050282 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -2050675.500000 Penalty: 3432.605225
	Iteration 14Q: 3 clusters Score -2050676 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2051002.250000 Penalty: 3432.605225
	Iteration 15Q: 3 clusters Score -2051002 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -2051280.500000 Penalty: 3432.605225
	Iteration 16Q: 3 clusters Score -2051280 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -2051494.500000 Penalty: 3432.605225
	Iteration 17Q: 3 clusters Score -2051494 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2051654.875000 Penalty: 3432.605225
	Iteration 18Q: 3 clusters Score -2051655 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -2051770.750000 Penalty: 3432.605225
	Iteration 19Q: 3 clusters Score -2051771 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2051853.500000 Penalty: 3432.605225
	Iteration 20F: 3 clusters Score -2051854 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -2051908.500000 Penalty: 3432.605225
	Iteration 21Q: 3 clusters Score -2051908 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -2051944.625000 Penalty: 3432.605225
	Iteration 22Q: 3 clusters Score -2051945 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -2051975.250000 Penalty: 3432.605225
	Iteration 23Q: 3 clusters Score -2051975 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -2051998.625000 Penalty: 3432.605225
	Iteration 24Q: 3 clusters Score -2051999 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -2052020.125000 Penalty: 3432.605225
	Iteration 25Q: 3 clusters Score -2052020 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -2052033.125000 Penalty: 3432.605225
	Iteration 26Q: 3 clusters Score -2052033 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -2052035.750000 Penalty: 3432.605225
	Iteration 27Q: 3 clusters Score -2052036 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -2052046.625000 Penalty: 3432.605225
	Iteration 28Q: 3 clusters Score -2052047 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -2052054.625000 Penalty: 3432.605225
	Iteration 29Q: 3 clusters Score -2052055 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -2052058.875000 Penalty: 3432.605225
	Iteration 30Q: 3 clusters Score -2052059 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2052061.625000 Penalty: 3432.605225
	Iteration 31Q: 3 clusters Score -2052062 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -2052068.750000 Penalty: 3432.605225
	Iteration 32Q: 3 clusters Score -2052069 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -2052077.250000 Penalty: 3432.605225
	Iteration 33Q: 3 clusters Score -2052077 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -2052088.500000 Penalty: 3432.605225
	Iteration 34Q: 3 clusters Score -2052088 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -2052100.875000 Penalty: 3432.605225
	Iteration 35Q: 3 clusters Score -2052101 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -2052112.000000 Penalty: 3432.605225
	Iteration 36Q: 3 clusters Score -2052112 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -2052117.500000 Penalty: 3432.605225
	Iteration 37Q: 3 clusters Score -2052118 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -2052128.375000 Penalty: 3432.605225
	Iteration 38Q: 3 clusters Score -2052128 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -2052139.500000 Penalty: 3432.605225
	Iteration 39Q: 3 clusters Score -2052140 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -2052150.625000 Penalty: 3432.605225
	Iteration 40F: 3 clusters Score -2052151 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -2052146.125000 Penalty: 3432.605225
	Iteration 41Q: 3 clusters Score -2052146 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -2052158.375000 Penalty: 3432.605225
	Iteration 42Q: 3 clusters Score -2052158 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -2052167.500000 Penalty: 3432.605225
	Iteration 43Q: 3 clusters Score -2052168 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -2052182.125000 Penalty: 3432.605225
	Iteration 44Q: 3 clusters Score -2052182 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -2052196.125000 Penalty: 3432.605225
	Iteration 45Q: 3 clusters Score -2052196 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -2052189.625000 Penalty: 3432.605225
	Iteration 46Q: 3 clusters Score -2052190 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -2052207.250000 Penalty: 3432.605225
	Iteration 47Q: 3 clusters Score -2052207 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -2052220.875000 Penalty: 3432.605225
	Iteration 48Q: 3 clusters Score -2052221 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -2052231.875000 Penalty: 3432.605225
	Iteration 49Q: 3 clusters Score -2052232 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -2052249.875000 Penalty: 3432.605225
	Iteration 50Q: 3 clusters Score -2052250 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -2052264.250000 Penalty: 3432.605225
	Iteration 51Q: 3 clusters Score -2052264 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -2052271.750000 Penalty: 3432.605225
	Iteration 52Q: 3 clusters Score -2052272 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -2052274.750000 Penalty: 3432.605225
	Iteration 53Q: 3 clusters Score -2052275 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -2052289.750000 Penalty: 3432.605225
	Iteration 54Q: 3 clusters Score -2052290 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -2052303.250000 Penalty: 3432.605225
	Iteration 55Q: 3 clusters Score -2052303 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -2052318.750000 Penalty: 3432.605225
	Iteration 56Q: 3 clusters Score -2052319 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -2052333.500000 Penalty: 3432.605225
	Iteration 57Q: 3 clusters Score -2052334 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -2052347.375000 Penalty: 3432.605225
	Iteration 58Q: 3 clusters Score -2052347 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -2052359.750000 Penalty: 3432.605225
	Iteration 59Q: 3 clusters Score -2052360 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -2052374.500000 Penalty: 3432.605225
	Iteration 60F: 3 clusters Score -2052374 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -2052388.875000 Penalty: 3432.605225
	Iteration 61Q: 3 clusters Score -2052389 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -2052407.750000 Penalty: 3432.605225
	Iteration 62Q: 3 clusters Score -2052408 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -2052412.625000 Penalty: 3432.605225
	Iteration 63Q: 3 clusters Score -2052413 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -2052419.000000 Penalty: 3432.605225
	Iteration 64Q: 3 clusters Score -2052419 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -2052424.000000 Penalty: 3432.605225
	Iteration 65Q: 3 clusters Score -2052424 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -2052435.750000 Penalty: 3432.605225
	Iteration 66Q: 3 clusters Score -2052436 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -2052448.750000 Penalty: 3432.605225
	Iteration 67Q: 3 clusters Score -2052449 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -2052456.500000 Penalty: 3432.605225
	Iteration 68Q: 3 clusters Score -2052456 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -2052474.875000 Penalty: 3432.605225
	Iteration 69Q: 3 clusters Score -2052475 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -2052476.125000 Penalty: 3432.605225
	Iteration 70Q: 3 clusters Score -2052476 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -2052479.000000 Penalty: 3432.605225
	Iteration 71Q: 3 clusters Score -2052479 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -2052492.875000 Penalty: 3432.605225
	Iteration 72Q: 3 clusters Score -2052493 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -2052513.625000 Penalty: 3432.605225
	Iteration 73Q: 3 clusters Score -2052514 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -2052516.625000 Penalty: 3432.605225
	Iteration 74Q: 3 clusters Score -2052517 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -2052528.625000 Penalty: 3432.605225
	Iteration 75Q: 3 clusters Score -2052529 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -2052537.500000 Penalty: 3432.605225
	Iteration 76Q: 3 clusters Score -2052538 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -2052552.000000 Penalty: 3432.605225
	Iteration 77Q: 3 clusters Score -2052552 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2052581 nChanged 129
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Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 26350 members 
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	Iteration 81Q: 3 clusters Score -2052617 nChanged 138
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Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 26488 members 
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Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2052677 nChanged 160
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Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2052708 nChanged 162
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Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2052715 nChanged 170
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Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2052753 nChanged 156
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Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2052765 nChanged 155
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Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2052785 nChanged 154
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Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2052802 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2052818 nChanged 135
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Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2052830 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2052841 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2052856 nChanged 147
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Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2052868 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2052898 nChanged 131
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Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2052910 nChanged 116
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Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2052921 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 29091 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2052935 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2052947 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2052961 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2052970 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2052977 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2052987 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2053000 nChanged 100
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Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2053003 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2053006 nChanged 101
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Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2053030 nChanged 97
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Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2053043 nChanged 96
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Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2053048 nChanged 102
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Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2053050 nChanged 102
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Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2053061 nChanged 99
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Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2053073 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2053081 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -2053100.750000 Penalty: 3432.605225
	Iteration 116Q: 3 clusters Score -2053101 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2053113 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -2053115.125000 Penalty: 3432.605225
	Iteration 118Q: 3 clusters Score -2053115 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2053128 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -2053132.000000 Penalty: 3432.605225
	Iteration 120F: 3 clusters Score -2053132 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -2053142.375000 Penalty: 3432.605225
	Iteration 121Q: 3 clusters Score -2053142 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -2053151.375000 Penalty: 3432.605225
	Iteration 122Q: 3 clusters Score -2053151 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2053144 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -2053155.625000 Penalty: 3432.605225
	Iteration 124Q: 3 clusters Score -2053156 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2053162 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -2053165.625000 Penalty: 3432.605225
	Iteration 126Q: 3 clusters Score -2053166 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2053166 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -2053171.125000 Penalty: 3432.605225
	Iteration 128Q: 3 clusters Score -2053171 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -2053172.000000 Penalty: 3432.605225
	Iteration 129Q: 3 clusters Score -2053172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -2053179.500000 Penalty: 3432.605225
	Iteration 130Q: 3 clusters Score -2053180 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -2053178.875000 Penalty: 3432.605225
	Iteration 131Q: 3 clusters Score -2053179 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -2053182.250000 Penalty: 3432.605225
	Iteration 132Q: 3 clusters Score -2053182 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -2053183.875000 Penalty: 3432.605225
	Iteration 133Q: 3 clusters Score -2053184 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -2053192.125000 Penalty: 3432.605225
	Iteration 134Q: 3 clusters Score -2053192 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -2053194.875000 Penalty: 3432.605225
	Iteration 135Q: 3 clusters Score -2053195 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2053194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2053194 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2053192 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -2053195.250000 Penalty: 3432.605225
	Iteration 139Q: 3 clusters Score -2053195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 31814 members 
Entering Unmasked Estep 
Score: -2053196.750000 Penalty: 3432.605225
	Iteration 140F: 3 clusters Score -2053197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -2053199.750000 Penalty: 3432.605225
	Iteration 141Q: 3 clusters Score -2053200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
Score: -2053204.625000 Penalty: 3432.605225
	Iteration 142Q: 3 clusters Score -2053205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -2053199.000000 Penalty: 3432.605225
	Iteration 143Q: 3 clusters Score -2053199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -2053202.250000 Penalty: 3432.605225
	Iteration 144Q: 3 clusters Score -2053202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -2053203.000000 Penalty: 3432.605225
	Iteration 145Q: 3 clusters Score -2053203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -2053202.750000 Penalty: 3432.605225
	Iteration 146Q: 3 clusters Score -2053203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -2053202.375000 Penalty: 3432.605225
	Iteration 147Q: 3 clusters Score -2053202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -2053201.875000 Penalty: 3432.605225
	Iteration 148Q: 3 clusters Score -2053202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -2053204.125000 Penalty: 3432.605225
	Iteration 149Q: 3 clusters Score -2053204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2053204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -2053206.750000 Penalty: 3432.605225
	Iteration 151Q: 3 clusters Score -2053207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -2053205.500000 Penalty: 3432.605225
	Iteration 152Q: 3 clusters Score -2053206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2053205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -2053203.875000 Penalty: 3432.605225
	Iteration 154Q: 3 clusters Score -2053204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -2053208.125000 Penalty: 3432.605225
	Iteration 155Q: 3 clusters Score -2053208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2053210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2053205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2053206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2053206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -2053207.875000 Penalty: 3432.605225
	Iteration 160F: 3 clusters Score -2053208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2053207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2053210 nChanged 0
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Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
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	Iteration 163F: 3 clusters Score -2053210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13674 members 
Entering Unmasked Estep 
Score: -684548.375000 Penalty: 1547.528320
	Iteration 0F: 2 clusters Score -684548.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -675002.1 nChanged 6070
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -678186.187500 Penalty: 3095.056641
	Iteration 1F: 3 clusters Score -678186.2 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -678413.937500 Penalty: 3095.056641
	Iteration 2F: 3 clusters Score -678413.9 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -678617 nChanged 539
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -678827.562500 Penalty: 3095.056641
	Iteration 4Q: 3 clusters Score -678827.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -679055.875000 Penalty: 3095.056641
	Iteration 5Q: 3 clusters Score -679055.9 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -679302.187500 Penalty: 3095.056641
	Iteration 6Q: 3 clusters Score -679302.2 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -679578.937500 Penalty: 3095.056641
	Iteration 7Q: 3 clusters Score -679578.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -679934.000000 Penalty: 3095.056641
	Iteration 8Q: 3 clusters Score -679934 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -680354.312500 Penalty: 3095.056641
	Iteration 9Q: 3 clusters Score -680354.3 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -680819.875000 Penalty: 3095.056641
	Iteration 10F: 3 clusters Score -680819.9 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -681268.812500 Penalty: 3095.056641
	Iteration 11Q: 3 clusters Score -681268.8 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -681733.500000 Penalty: 3095.056641
	Iteration 12Q: 3 clusters Score -681733.5 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -682122.875000 Penalty: 3095.056641
	Iteration 13Q: 3 clusters Score -682122.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -682429.750000 Penalty: 3095.056641
	Iteration 14Q: 3 clusters Score -682429.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -682653.937500 Penalty: 3095.056641
	Iteration 15Q: 3 clusters Score -682653.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -682837.312500 Penalty: 3095.056641
	Iteration 16Q: 3 clusters Score -682837.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -682962.375000 Penalty: 3095.056641
	Iteration 17Q: 3 clusters Score -682962.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -683036.625000 Penalty: 3095.056641
	Iteration 18Q: 3 clusters Score -683036.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -683085.500000 Penalty: 3095.056641
	Iteration 19Q: 3 clusters Score -683085.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -683113.875000 Penalty: 3095.056641
	Iteration 20F: 3 clusters Score -683113.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -683132.125000 Penalty: 3095.056641
	Iteration 21Q: 3 clusters Score -683132.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -683155.687500 Penalty: 3095.056641
	Iteration 22Q: 3 clusters Score -683155.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -683176.250000 Penalty: 3095.056641
	Iteration 23Q: 3 clusters Score -683176.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -683191.312500 Penalty: 3095.056641
	Iteration 24Q: 3 clusters Score -683191.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -683203.812500 Penalty: 3095.056641
	Iteration 25Q: 3 clusters Score -683203.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -683216.250000 Penalty: 3095.056641
	Iteration 26Q: 3 clusters Score -683216.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -683224.750000 Penalty: 3095.056641
	Iteration 27Q: 3 clusters Score -683224.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -683230.125000 Penalty: 3095.056641
	Iteration 28Q: 3 clusters Score -683230.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -683235.750000 Penalty: 3095.056641
	Iteration 29Q: 3 clusters Score -683235.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -683240.125000 Penalty: 3095.056641
	Iteration 30Q: 3 clusters Score -683240.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -683243.000000 Penalty: 3095.056641
	Iteration 31Q: 3 clusters Score -683243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -683246.250000 Penalty: 3095.056641
	Iteration 32Q: 3 clusters Score -683246.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -683246.812500 Penalty: 3095.056641
	Iteration 33Q: 3 clusters Score -683246.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -683247.250000 Penalty: 3095.056641
	Iteration 34Q: 3 clusters Score -683247.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -683248.375000 Penalty: 3095.056641
	Iteration 35Q: 3 clusters Score -683248.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -683249.250000 Penalty: 3095.056641
	Iteration 36Q: 3 clusters Score -683249.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -683251.187500 Penalty: 3095.056641
	Iteration 37Q: 3 clusters Score -683251.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -683251.875000 Penalty: 3095.056641
	Iteration 38Q: 3 clusters Score -683251.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -683251.875000 Penalty: 3095.056641
	Iteration 39F: 3 clusters Score -683251.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Entering Unmasked Estep 
Score: -57026.011719 Penalty: 1141.650024
	Iteration 0F: 2 clusters Score -57026.01 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 556 members 
Entering Unmasked Estep 
Score: -55489.531250 Penalty: 2283.300049
	Iteration 0F: 3 clusters Score -55489.53 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -55771.234375 Penalty: 2283.300049
	Iteration 1F: 3 clusters Score -55771.23 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -55838.394531 Penalty: 2283.300049
	Iteration 2F: 3 clusters Score -55838.39 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -55878.742188 Penalty: 2283.300049
	Iteration 3Q: 3 clusters Score -55878.74 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -55911.246094 Penalty: 2283.300049
	Iteration 4Q: 3 clusters Score -55911.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -55934.765625 Penalty: 2283.300049
	Iteration 5Q: 3 clusters Score -55934.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -55948.324219 Penalty: 2283.300049
	Iteration 6Q: 3 clusters Score -55948.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -55957.992188 Penalty: 2283.300049
	Iteration 7Q: 3 clusters Score -55957.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -55965.929688 Penalty: 2283.300049
	Iteration 8Q: 3 clusters Score -55965.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -55969.503906 Penalty: 2283.300049
	Iteration 9Q: 3 clusters Score -55969.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -55970.617188 Penalty: 2283.300049
	Iteration 10Q: 3 clusters Score -55970.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -55971.796875 Penalty: 2283.300049
	Iteration 11Q: 3 clusters Score -55971.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -55972.355469 Penalty: 2283.300049
	Iteration 12Q: 3 clusters Score -55972.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -55972.355469 Penalty: 2283.300049
	Iteration 13F: 3 clusters Score -55972.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (159391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159391 members 
Entering Unmasked Estep 
Score: -8430061.000000 Penalty: 1946.606323
	Iteration 0F: 2 clusters Score -8430061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79871 members 
Mstep: Class 2 contains 79520 members 
Entering Unmasked Estep 
Score: -8322961.000000 Penalty: 3893.212646
	Iteration 0F: 3 clusters Score -8322961 nChanged 76958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83329 members 
Mstep: Class 2 contains 76062 members 
Entering Unmasked Estep 
Score: -8369470.500000 Penalty: 3893.212646
	Iteration 1F: 3 clusters Score -8369470 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85413 members 
Mstep: Class 2 contains 73978 members 
Entering Unmasked Estep 
Score: -8371718.500000 Penalty: 3893.212646
	Iteration 2Q: 3 clusters Score -8371718 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88729 members 
Mstep: Class 2 contains 70662 members 
Entering Unmasked Estep 
Score: -8374842.500000 Penalty: 3893.212646
	Iteration 3Q: 3 clusters Score -8374842 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93746 members 
Mstep: Class 2 contains 65645 members 
Entering Unmasked Estep 
Score: -8379450.500000 Penalty: 3893.212646
	Iteration 4F: 3 clusters Score -8379450 nChanged 10015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100717 members 
Mstep: Class 2 contains 58674 members 
Entering Unmasked Estep 
Score: -8385904.000000 Penalty: 3893.212646
	Iteration 5F: 3 clusters Score -8385904 nChanged 10730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109067 members 
Mstep: Class 2 contains 50324 members 
Entering Unmasked Estep 
Score: -8393801.000000 Penalty: 3893.212646
	Iteration 6F: 3 clusters Score -8393801 nChanged 10293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117634 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -8402072.000000 Penalty: 3893.212646
	Iteration 7F: 3 clusters Score -8402072 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125214 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -8408819.000000 Penalty: 3893.212646
	Iteration 8F: 3 clusters Score -8408819 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131396 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -8413724.000000 Penalty: 3893.212646
	Iteration 9Q: 3 clusters Score -8413724 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136551 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -8417570.000000 Penalty: 3893.212646
	Iteration 10Q: 3 clusters Score -8417570 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140889 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -8420697.000000 Penalty: 3893.212646
	Iteration 11Q: 3 clusters Score -8420697 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144475 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -8423375.000000 Penalty: 3893.212646
	Iteration 12Q: 3 clusters Score -8423375 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147192 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -8425420.000000 Penalty: 3893.212646
	Iteration 13Q: 3 clusters Score -8425420 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149141 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -8426803.000000 Penalty: 3893.212646
	Iteration 14Q: 3 clusters Score -8426803 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150555 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -8427639.000000 Penalty: 3893.212646
	Iteration 15Q: 3 clusters Score -8427639 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151619 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -8428228.000000 Penalty: 3893.212646
	Iteration 16Q: 3 clusters Score -8428228 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152405 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -8428539.000000 Penalty: 3893.212646
	Iteration 17Q: 3 clusters Score -8428539 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153017 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -8428718.000000 Penalty: 3893.212646
	Iteration 18Q: 3 clusters Score -8428718 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153483 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -8428831.000000 Penalty: 3893.212646
	Iteration 19Q: 3 clusters Score -8428831 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153874 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -8428935.000000 Penalty: 3893.212646
	Iteration 20F: 3 clusters Score -8428935 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154168 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -8429008.000000 Penalty: 3893.212646
	Iteration 21Q: 3 clusters Score -8429008 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154402 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -8429061.000000 Penalty: 3893.212646
	Iteration 22Q: 3 clusters Score -8429061 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154578 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -8429092.000000 Penalty: 3893.212646
	Iteration 23Q: 3 clusters Score -8429092 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154754 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -8429095.000000 Penalty: 3893.212646
	Iteration 24Q: 3 clusters Score -8429095 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154894 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -8429129.000000 Penalty: 3893.212646
	Iteration 25Q: 3 clusters Score -8429129 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155013 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -8429152.000000 Penalty: 3893.212646
	Iteration 26Q: 3 clusters Score -8429152 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155132 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -8429180.000000 Penalty: 3893.212646
	Iteration 27Q: 3 clusters Score -8429180 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155223 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -8429206.000000 Penalty: 3893.212646
	Iteration 28Q: 3 clusters Score -8429206 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155293 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -8429233.000000 Penalty: 3893.212646
	Iteration 29Q: 3 clusters Score -8429233 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155363 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -8429213.000000 Penalty: 3893.212646
	Iteration 30Q: 3 clusters Score -8429213 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155419 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -8429224.000000 Penalty: 3893.212646
	Iteration 31Q: 3 clusters Score -8429224 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155466 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -8429236.000000 Penalty: 3893.212646
	Iteration 32Q: 3 clusters Score -8429236 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155513 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -8429242.000000 Penalty: 3893.212646
	Iteration 33Q: 3 clusters Score -8429242 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155555 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -8429244.000000 Penalty: 3893.212646
	Iteration 34Q: 3 clusters Score -8429244 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155590 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -8429251.000000 Penalty: 3893.212646
	Iteration 35Q: 3 clusters Score -8429251 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155612 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -8429244.000000 Penalty: 3893.212646
	Iteration 36Q: 3 clusters Score -8429244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155641 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -8429237.000000 Penalty: 3893.212646
	Iteration 37Q: 3 clusters Score -8429237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155661 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -8429252.000000 Penalty: 3893.212646
	Iteration 38Q: 3 clusters Score -8429252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155676 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -8429251.000000 Penalty: 3893.212646
	Iteration 39Q: 3 clusters Score -8429251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155686 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -8429246.000000 Penalty: 3893.212646
	Iteration 40F: 3 clusters Score -8429246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155692 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -8429252.000000 Penalty: 3893.212646
	Iteration 41Q: 3 clusters Score -8429252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155694 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -8429252.000000 Penalty: 3893.212646
	Iteration 42Q: 3 clusters Score -8429252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155696 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -8429255.000000 Penalty: 3893.212646
	Iteration 43Q: 3 clusters Score -8429255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155699 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -8429253.000000 Penalty: 3893.212646
	Iteration 44Q: 3 clusters Score -8429253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155701 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -8429255.000000 Penalty: 3893.212646
	Iteration 45Q: 3 clusters Score -8429255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155703 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -8429252.000000 Penalty: 3893.212646
	Iteration 46Q: 3 clusters Score -8429252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155704 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -8429244.000000 Penalty: 3893.212646
	Iteration 47Q: 3 clusters Score -8429244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155705 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -8429253.000000 Penalty: 3893.212646
	Iteration 48Q: 3 clusters Score -8429253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155707 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -8429252.000000 Penalty: 3893.212646
	Iteration 49Q: 3 clusters Score -8429252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155710 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -8429252.000000 Penalty: 3893.212646
	Iteration 50Q: 3 clusters Score -8429252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155712 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -8429259.000000 Penalty: 3893.212646
	Iteration 51Q: 3 clusters Score -8429259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155713 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -8429262.000000 Penalty: 3893.212646
	Iteration 52Q: 3 clusters Score -8429262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155713 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -8429262.000000 Penalty: 3893.212646
	Iteration 53F: 3 clusters Score -8429262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (34906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Entering Unmasked Estep 
Score: -1848433.625000 Penalty: 1699.817261
	Iteration 0F: 2 clusters Score -1848434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -1825097.875000 Penalty: 3399.634521
	Iteration 0F: 3 clusters Score -1825098 nChanged 16066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -1834280.375000 Penalty: 3399.634521
	Iteration 1F: 3 clusters Score -1834280 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -1834934.500000 Penalty: 3399.634521
	Iteration 2Q: 3 clusters Score -1834934 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -1835808.375000 Penalty: 3399.634521
	Iteration 3F: 3 clusters Score -1835808 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -1836924.625000 Penalty: 3399.634521
	Iteration 4F: 3 clusters Score -1836925 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1838423.125000 Penalty: 3399.634521
	Iteration 5F: 3 clusters Score -1838423 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1840356.250000 Penalty: 3399.634521
	Iteration 6F: 3 clusters Score -1840356 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1842378.500000 Penalty: 3399.634521
	Iteration 7F: 3 clusters Score -1842378 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1843713.250000 Penalty: 3399.634521
	Iteration 8F: 3 clusters Score -1843713 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1844320.375000 Penalty: 3399.634521
	Iteration 9Q: 3 clusters Score -1844320 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1844555.250000 Penalty: 3399.634521
	Iteration 10Q: 3 clusters Score -1844555 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1844738.125000 Penalty: 3399.634521
	Iteration 11Q: 3 clusters Score -1844738 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1844873.625000 Penalty: 3399.634521
	Iteration 12Q: 3 clusters Score -1844874 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1845012.375000 Penalty: 3399.634521
	Iteration 13Q: 3 clusters Score -1845012 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1845138.625000 Penalty: 3399.634521
	Iteration 14Q: 3 clusters Score -1845139 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1845265.500000 Penalty: 3399.634521
	Iteration 15Q: 3 clusters Score -1845266 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1845387.125000 Penalty: 3399.634521
	Iteration 16Q: 3 clusters Score -1845387 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1845500.625000 Penalty: 3399.634521
	Iteration 17Q: 3 clusters Score -1845501 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1845613.750000 Penalty: 3399.634521
	Iteration 18Q: 3 clusters Score -1845614 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1845728.875000 Penalty: 3399.634521
	Iteration 19Q: 3 clusters Score -1845729 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1845837.125000 Penalty: 3399.634521
	Iteration 20F: 3 clusters Score -1845837 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1845934.625000 Penalty: 3399.634521
	Iteration 21Q: 3 clusters Score -1845935 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1846041.125000 Penalty: 3399.634521
	Iteration 22Q: 3 clusters Score -1846041 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1846130.750000 Penalty: 3399.634521
	Iteration 23Q: 3 clusters Score -1846131 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1846207.500000 Penalty: 3399.634521
	Iteration 24Q: 3 clusters Score -1846208 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1846293.125000 Penalty: 3399.634521
	Iteration 25Q: 3 clusters Score -1846293 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1846366.375000 Penalty: 3399.634521
	Iteration 26Q: 3 clusters Score -1846366 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1846419.375000 Penalty: 3399.634521
	Iteration 27Q: 3 clusters Score -1846419 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1846475.625000 Penalty: 3399.634521
	Iteration 28Q: 3 clusters Score -1846476 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1846533.500000 Penalty: 3399.634521
	Iteration 29Q: 3 clusters Score -1846534 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1846571.750000 Penalty: 3399.634521
	Iteration 30Q: 3 clusters Score -1846572 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1846612.250000 Penalty: 3399.634521
	Iteration 31Q: 3 clusters Score -1846612 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1846654.750000 Penalty: 3399.634521
	Iteration 32Q: 3 clusters Score -1846655 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1846685.375000 Penalty: 3399.634521
	Iteration 33Q: 3 clusters Score -1846685 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1846714.125000 Penalty: 3399.634521
	Iteration 34Q: 3 clusters Score -1846714 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1846745.125000 Penalty: 3399.634521
	Iteration 35Q: 3 clusters Score -1846745 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1846772.250000 Penalty: 3399.634521
	Iteration 36Q: 3 clusters Score -1846772 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1846800.250000 Penalty: 3399.634521
	Iteration 37Q: 3 clusters Score -1846800 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1846824.250000 Penalty: 3399.634521
	Iteration 38Q: 3 clusters Score -1846824 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1846846.000000 Penalty: 3399.634521
	Iteration 39Q: 3 clusters Score -1846846 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1846867.750000 Penalty: 3399.634521
	Iteration 40F: 3 clusters Score -1846868 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1846880.375000 Penalty: 3399.634521
	Iteration 41Q: 3 clusters Score -1846880 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1846886.750000 Penalty: 3399.634521
	Iteration 42Q: 3 clusters Score -1846887 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1846897.500000 Penalty: 3399.634521
	Iteration 43Q: 3 clusters Score -1846898 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1846910.125000 Penalty: 3399.634521
	Iteration 44Q: 3 clusters Score -1846910 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1846921.000000 Penalty: 3399.634521
	Iteration 45Q: 3 clusters Score -1846921 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1846929.375000 Penalty: 3399.634521
	Iteration 46Q: 3 clusters Score -1846929 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1846940.000000 Penalty: 3399.634521
	Iteration 47Q: 3 clusters Score -1846940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1846955.125000 Penalty: 3399.634521
	Iteration 48Q: 3 clusters Score -1846955 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33968 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1846961.250000 Penalty: 3399.634521
	Iteration 49Q: 3 clusters Score -1846961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1846972.125000 Penalty: 3399.634521
	Iteration 50Q: 3 clusters Score -1846972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1846974.750000 Penalty: 3399.634521
	Iteration 51Q: 3 clusters Score -1846975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1846984.000000 Penalty: 3399.634521
	Iteration 52Q: 3 clusters Score -1846984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1846985.750000 Penalty: 3399.634521
	Iteration 53Q: 3 clusters Score -1846986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1846987.750000 Penalty: 3399.634521
	Iteration 54Q: 3 clusters Score -1846988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1846990.500000 Penalty: 3399.634521
	Iteration 55Q: 3 clusters Score -1846990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1846990.500000 Penalty: 3399.634521
	Iteration 56Q: 3 clusters Score -1846990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1846991.625000 Penalty: 3399.634521
	Iteration 57Q: 3 clusters Score -1846992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1846997.000000 Penalty: 3399.634521
	Iteration 58Q: 3 clusters Score -1846997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1846997.625000 Penalty: 3399.634521
	Iteration 59Q: 3 clusters Score -1846998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1846996.000000 Penalty: 3399.634521
	Iteration 60F: 3 clusters Score -1846996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Entering Unmasked Estep 
Score: -373607.812500 Penalty: 1440.475342
	Iteration 0F: 2 clusters Score -373607.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -368333.281250 Penalty: 2880.950684
	Iteration 0F: 3 clusters Score -368333.3 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -369845.312500 Penalty: 2880.950684
	Iteration 1F: 3 clusters Score -369845.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -370044.718750 Penalty: 2880.950684
	Iteration 2F: 3 clusters Score -370044.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -370178.343750 Penalty: 2880.950684
	Iteration 3Q: 3 clusters Score -370178.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -370281.562500 Penalty: 2880.950684
	Iteration 4Q: 3 clusters Score -370281.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -370367.125000 Penalty: 2880.950684
	Iteration 5Q: 3 clusters Score -370367.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -370438.531250 Penalty: 2880.950684
	Iteration 6Q: 3 clusters Score -370438.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -370510.781250 Penalty: 2880.950684
	Iteration 7Q: 3 clusters Score -370510.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -370594.625000 Penalty: 2880.950684
	Iteration 8Q: 3 clusters Score -370594.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -370711.031250 Penalty: 2880.950684
	Iteration 9Q: 3 clusters Score -370711 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -370853.093750 Penalty: 2880.950684
	Iteration 10Q: 3 clusters Score -370853.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -371039.750000 Penalty: 2880.950684
	Iteration 11Q: 3 clusters Score -371039.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -371273.906250 Penalty: 2880.950684
	Iteration 12Q: 3 clusters Score -371273.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -371522.062500 Penalty: 2880.950684
	Iteration 13Q: 3 clusters Score -371522.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -371772.625000 Penalty: 2880.950684
	Iteration 14Q: 3 clusters Score -371772.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -371983.656250 Penalty: 2880.950684
	Iteration 15Q: 3 clusters Score -371983.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -372128.843750 Penalty: 2880.950684
	Iteration 16Q: 3 clusters Score -372128.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -372219.000000 Penalty: 2880.950684
	Iteration 17Q: 3 clusters Score -372219 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -372276.281250 Penalty: 2880.950684
	Iteration 18Q: 3 clusters Score -372276.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -372313.468750 Penalty: 2880.950684
	Iteration 19Q: 3 clusters Score -372313.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -372327.218750 Penalty: 2880.950684
	Iteration 20F: 3 clusters Score -372327.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -372334.312500 Penalty: 2880.950684
	Iteration 21Q: 3 clusters Score -372334.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -372347.281250 Penalty: 2880.950684
	Iteration 22Q: 3 clusters Score -372347.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -372361.406250 Penalty: 2880.950684
	Iteration 23Q: 3 clusters Score -372361.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -372364.093750 Penalty: 2880.950684
	Iteration 24Q: 3 clusters Score -372364.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -372364.156250 Penalty: 2880.950684
	Iteration 25Q: 3 clusters Score -372364.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -372365.343750 Penalty: 2880.950684
	Iteration 26Q: 3 clusters Score -372365.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -372365.343750 Penalty: 2880.950684
	Iteration 27F: 3 clusters Score -372365.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Entering Unmasked Estep 
Score: -97746.195312 Penalty: 1219.374146
	Iteration 0F: 2 clusters Score -97746.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -95738.632812 Penalty: 2438.748291
	Iteration 0F: 3 clusters Score -95738.63 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -96130.734375 Penalty: 2438.748291
	Iteration 1F: 3 clusters Score -96130.73 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -96239.242188 Penalty: 2438.748291
	Iteration 2F: 3 clusters Score -96239.24 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -96323.617188 Penalty: 2438.748291
	Iteration 3Q: 3 clusters Score -96323.62 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -96376.007812 Penalty: 2438.748291
	Iteration 4Q: 3 clusters Score -96376.01 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -96416.585938 Penalty: 2438.748291
	Iteration 5Q: 3 clusters Score -96416.59 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -96443.179688 Penalty: 2438.748291
	Iteration 6Q: 3 clusters Score -96443.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -96462.093750 Penalty: 2438.748291
	Iteration 7Q: 3 clusters Score -96462.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -96476.929688 Penalty: 2438.748291
	Iteration 8Q: 3 clusters Score -96476.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -96488.757812 Penalty: 2438.748291
	Iteration 9Q: 3 clusters Score -96488.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -96499.085938 Penalty: 2438.748291
	Iteration 10Q: 3 clusters Score -96499.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -96505.226562 Penalty: 2438.748291
	Iteration 11Q: 3 clusters Score -96505.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -96511.859375 Penalty: 2438.748291
	Iteration 12Q: 3 clusters Score -96511.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -96517.593750 Penalty: 2438.748291
	Iteration 13Q: 3 clusters Score -96517.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -96523.382812 Penalty: 2438.748291
	Iteration 14Q: 3 clusters Score -96523.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -96526.992188 Penalty: 2438.748291
	Iteration 15Q: 3 clusters Score -96526.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -96528.250000 Penalty: 2438.748291
	Iteration 16Q: 3 clusters Score -96528.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -96530.265625 Penalty: 2438.748291
	Iteration 17Q: 3 clusters Score -96530.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -96531.953125 Penalty: 2438.748291
	Iteration 18Q: 3 clusters Score -96531.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -96532.703125 Penalty: 2438.748291
	Iteration 19Q: 3 clusters Score -96532.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -96533.914062 Penalty: 2438.748291
	Iteration 20F: 3 clusters Score -96533.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -96534.726562 Penalty: 2438.748291
	Iteration 21Q: 3 clusters Score -96534.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -96534.835938 Penalty: 2438.748291
	Iteration 22Q: 3 clusters Score -96534.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -96534.835938 Penalty: 2438.748291
	Iteration 23F: 3 clusters Score -96534.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Entering Unmasked Estep 
Score: -195670.375000 Penalty: 1334.410156
	Iteration 0F: 2 clusters Score -195670.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -192513.906250 Penalty: 2668.820312
	Iteration 0F: 3 clusters Score -192513.9 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -193285.890625 Penalty: 2668.820312
	Iteration 1F: 3 clusters Score -193285.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -193395.046875 Penalty: 2668.820312
	Iteration 2F: 3 clusters Score -193395 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -193475.625000 Penalty: 2668.820312
	Iteration 3Q: 3 clusters Score -193475.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -193539.484375 Penalty: 2668.820312
	Iteration 4Q: 3 clusters Score -193539.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -193592.906250 Penalty: 2668.820312
	Iteration 5Q: 3 clusters Score -193592.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -193628.421875 Penalty: 2668.820312
	Iteration 6Q: 3 clusters Score -193628.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -193653.406250 Penalty: 2668.820312
	Iteration 7Q: 3 clusters Score -193653.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -193670.765625 Penalty: 2668.820312
	Iteration 8Q: 3 clusters Score -193670.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -193685.359375 Penalty: 2668.820312
	Iteration 9Q: 3 clusters Score -193685.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -193693.875000 Penalty: 2668.820312
	Iteration 10Q: 3 clusters Score -193693.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -193705.171875 Penalty: 2668.820312
	Iteration 11Q: 3 clusters Score -193705.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -193713.546875 Penalty: 2668.820312
	Iteration 12Q: 3 clusters Score -193713.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -193721.156250 Penalty: 2668.820312
	Iteration 13Q: 3 clusters Score -193721.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -193729.937500 Penalty: 2668.820312
	Iteration 14Q: 3 clusters Score -193729.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -193738.375000 Penalty: 2668.820312
	Iteration 15Q: 3 clusters Score -193738.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -193747.546875 Penalty: 2668.820312
	Iteration 16Q: 3 clusters Score -193747.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -193753.250000 Penalty: 2668.820312
	Iteration 17Q: 3 clusters Score -193753.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -193759.093750 Penalty: 2668.820312
	Iteration 18Q: 3 clusters Score -193759.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -193764.234375 Penalty: 2668.820312
	Iteration 19Q: 3 clusters Score -193764.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -193767.625000 Penalty: 2668.820312
	Iteration 20F: 3 clusters Score -193767.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -193771.015625 Penalty: 2668.820312
	Iteration 21Q: 3 clusters Score -193771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -193776.250000 Penalty: 2668.820312
	Iteration 22Q: 3 clusters Score -193776.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -193779.281250 Penalty: 2668.820312
	Iteration 23Q: 3 clusters Score -193779.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -193783.203125 Penalty: 2668.820312
	Iteration 24Q: 3 clusters Score -193783.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -193786.921875 Penalty: 2668.820312
	Iteration 25Q: 3 clusters Score -193786.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -193791.390625 Penalty: 2668.820312
	Iteration 26Q: 3 clusters Score -193791.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -193794.734375 Penalty: 2668.820312
	Iteration 27Q: 3 clusters Score -193794.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -193796.734375 Penalty: 2668.820312
	Iteration 28Q: 3 clusters Score -193796.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -193800.062500 Penalty: 2668.820312
	Iteration 29Q: 3 clusters Score -193800.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -193803.812500 Penalty: 2668.820312
	Iteration 30Q: 3 clusters Score -193803.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -193807.515625 Penalty: 2668.820312
	Iteration 31Q: 3 clusters Score -193807.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -193810.765625 Penalty: 2668.820312
	Iteration 32Q: 3 clusters Score -193810.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -193811.687500 Penalty: 2668.820312
	Iteration 33Q: 3 clusters Score -193811.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -193812.937500 Penalty: 2668.820312
	Iteration 34Q: 3 clusters Score -193812.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -193814.500000 Penalty: 2668.820312
	Iteration 35Q: 3 clusters Score -193814.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -193818.046875 Penalty: 2668.820312
	Iteration 36Q: 3 clusters Score -193818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -193820.703125 Penalty: 2668.820312
	Iteration 37Q: 3 clusters Score -193820.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -193825.250000 Penalty: 2668.820312
	Iteration 38Q: 3 clusters Score -193825.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -193833.843750 Penalty: 2668.820312
	Iteration 39Q: 3 clusters Score -193833.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -193843.656250 Penalty: 2668.820312
	Iteration 40F: 3 clusters Score -193843.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -193856.687500 Penalty: 2668.820312
	Iteration 41Q: 3 clusters Score -193856.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -193868.250000 Penalty: 2668.820312
	Iteration 42Q: 3 clusters Score -193868.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -193878.656250 Penalty: 2668.820312
	Iteration 43Q: 3 clusters Score -193878.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -193885.984375 Penalty: 2668.820312
	Iteration 44Q: 3 clusters Score -193886 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -193895.250000 Penalty: 2668.820312
	Iteration 45Q: 3 clusters Score -193895.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -193905.890625 Penalty: 2668.820312
	Iteration 46Q: 3 clusters Score -193905.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -193918.125000 Penalty: 2668.820312
	Iteration 47Q: 3 clusters Score -193918.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -193928.609375 Penalty: 2668.820312
	Iteration 48Q: 3 clusters Score -193928.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -193940.312500 Penalty: 2668.820312
	Iteration 49Q: 3 clusters Score -193940.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -193948.718750 Penalty: 2668.820312
	Iteration 50Q: 3 clusters Score -193948.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -193958.562500 Penalty: 2668.820312
	Iteration 51Q: 3 clusters Score -193958.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -193968.875000 Penalty: 2668.820312
	Iteration 52Q: 3 clusters Score -193968.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -193983.343750 Penalty: 2668.820312
	Iteration 53Q: 3 clusters Score -193983.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -193996.093750 Penalty: 2668.820312
	Iteration 54Q: 3 clusters Score -193996.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -194008.906250 Penalty: 2668.820312
	Iteration 55Q: 3 clusters Score -194008.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -194023.218750 Penalty: 2668.820312
	Iteration 56Q: 3 clusters Score -194023.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -194037.546875 Penalty: 2668.820312
	Iteration 57Q: 3 clusters Score -194037.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -194052.531250 Penalty: 2668.820312
	Iteration 58Q: 3 clusters Score -194052.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -194070.156250 Penalty: 2668.820312
	Iteration 59Q: 3 clusters Score -194070.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -194091.015625 Penalty: 2668.820312
	Iteration 60F: 3 clusters Score -194091 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -194114.609375 Penalty: 2668.820312
	Iteration 61Q: 3 clusters Score -194114.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -194136.703125 Penalty: 2668.820312
	Iteration 62Q: 3 clusters Score -194136.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -194169.109375 Penalty: 2668.820312
	Iteration 63Q: 3 clusters Score -194169.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -194191.406250 Penalty: 2668.820312
	Iteration 64Q: 3 clusters Score -194191.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -194212.218750 Penalty: 2668.820312
	Iteration 65Q: 3 clusters Score -194212.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -194235.421875 Penalty: 2668.820312
	Iteration 66Q: 3 clusters Score -194235.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -194257.015625 Penalty: 2668.820312
	Iteration 67Q: 3 clusters Score -194257 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -194276.765625 Penalty: 2668.820312
	Iteration 68Q: 3 clusters Score -194276.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -194297.921875 Penalty: 2668.820312
	Iteration 69Q: 3 clusters Score -194297.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -194308.390625 Penalty: 2668.820312
	Iteration 70Q: 3 clusters Score -194308.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -194319.812500 Penalty: 2668.820312
	Iteration 71Q: 3 clusters Score -194319.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -194335.125000 Penalty: 2668.820312
	Iteration 72Q: 3 clusters Score -194335.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -194344.390625 Penalty: 2668.820312
	Iteration 73Q: 3 clusters Score -194344.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -194352.671875 Penalty: 2668.820312
	Iteration 74Q: 3 clusters Score -194352.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -194366.781250 Penalty: 2668.820312
	Iteration 75Q: 3 clusters Score -194366.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -194388.421875 Penalty: 2668.820312
	Iteration 76Q: 3 clusters Score -194388.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -194402.375000 Penalty: 2668.820312
	Iteration 77Q: 3 clusters Score -194402.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -194413.984375 Penalty: 2668.820312
	Iteration 78Q: 3 clusters Score -194414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -194421.812500 Penalty: 2668.820312
	Iteration 79Q: 3 clusters Score -194421.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -194431.093750 Penalty: 2668.820312
	Iteration 80F: 3 clusters Score -194431.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -194437.156250 Penalty: 2668.820312
	Iteration 81Q: 3 clusters Score -194437.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -194441.546875 Penalty: 2668.820312
	Iteration 82Q: 3 clusters Score -194441.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -194442.421875 Penalty: 2668.820312
	Iteration 83Q: 3 clusters Score -194442.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -194442.312500 Penalty: 2668.820312
	Iteration 84Q: 3 clusters Score -194442.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -194443.734375 Penalty: 2668.820312
	Iteration 85Q: 3 clusters Score -194443.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -194444.984375 Penalty: 2668.820312
	Iteration 86Q: 3 clusters Score -194445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -194447.031250 Penalty: 2668.820312
	Iteration 87Q: 3 clusters Score -194447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -194449.578125 Penalty: 2668.820312
	Iteration 88Q: 3 clusters Score -194449.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -194451.437500 Penalty: 2668.820312
	Iteration 89Q: 3 clusters Score -194451.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -194454.156250 Penalty: 2668.820312
	Iteration 90Q: 3 clusters Score -194454.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -194456.437500 Penalty: 2668.820312
	Iteration 91Q: 3 clusters Score -194456.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -194456.609375 Penalty: 2668.820312
	Iteration 92Q: 3 clusters Score -194456.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -194457.578125 Penalty: 2668.820312
	Iteration 93Q: 3 clusters Score -194457.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -194458.968750 Penalty: 2668.820312
	Iteration 94Q: 3 clusters Score -194459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -194460.890625 Penalty: 2668.820312
	Iteration 95Q: 3 clusters Score -194460.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -194461.765625 Penalty: 2668.820312
	Iteration 96Q: 3 clusters Score -194461.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -194463.656250 Penalty: 2668.820312
	Iteration 97Q: 3 clusters Score -194463.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -194463.515625 Penalty: 2668.820312
	Iteration 98Q: 3 clusters Score -194463.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -194465.453125 Penalty: 2668.820312
	Iteration 99Q: 3 clusters Score -194465.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -194467.031250 Penalty: 2668.820312
	Iteration 100F: 3 clusters Score -194467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -194467.250000 Penalty: 2668.820312
	Iteration 101Q: 3 clusters Score -194467.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -194467.250000 Penalty: 2668.820312
	Iteration 102F: 3 clusters Score -194467.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 40948 members 
Mstep: Class 3 contains 8303 members 
Mstep: Class 4 contains 3525 members 
Mstep: Class 6 contains 41555 members 
Mstep: Class 7 contains 10007 members 
Mstep: Class 8 contains 2113 members 
Mstep: Class 9 contains 215640 members 
Mstep: Class 10 contains 38633 members 
Mstep: Class 11 contains 13674 members 
Mstep: Class 12 contains 1125 members 
Mstep: Class 13 contains 159391 members 
Mstep: Class 14 contains 34906 members 
Mstep: Class 15 contains 7076 members 
Mstep: Class 18 contains 1815 members 
Mstep: Class 20 contains 3684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084144.000000 Penalty: 34534.289062
Iteration 159Q: 17 clusters Score -2.908414e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 40950 members 
Mstep: Class 3 contains 8298 members 
Mstep: Class 4 contains 3523 members 
Mstep: Class 6 contains 41553 members 
Mstep: Class 7 contains 10006 members 
Mstep: Class 8 contains 2119 members 
Mstep: Class 9 contains 215714 members 
Mstep: Class 10 contains 38671 members 
Mstep: Class 11 contains 13667 members 
Mstep: Class 12 contains 1120 members 
Mstep: Class 13 contains 159337 members 
Mstep: Class 14 contains 34890 members 
Mstep: Class 15 contains 7077 members 
Mstep: Class 18 contains 1816 members 
Mstep: Class 20 contains 3658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084128.000000 Penalty: 34534.289062
Iteration 160F: 17 clusters Score -2.908413e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 40954 members 
Mstep: Class 3 contains 8297 members 
Mstep: Class 4 contains 3519 members 
Mstep: Class 6 contains 41551 members 
Mstep: Class 7 contains 10005 members 
Mstep: Class 8 contains 2118 members 
Mstep: Class 9 contains 215776 members 
Mstep: Class 10 contains 38712 members 
Mstep: Class 11 contains 13665 members 
Mstep: Class 12 contains 1115 members 
Mstep: Class 13 contains 159289 members 
Mstep: Class 14 contains 34877 members 
Mstep: Class 15 contains 7078 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 20 contains 3628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084096.000000 Penalty: 34534.289062
Iteration 161Q: 17 clusters Score -2.90841e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 40956 members 
Mstep: Class 3 contains 8296 members 
Mstep: Class 4 contains 3514 members 
Mstep: Class 6 contains 41551 members 
Mstep: Class 7 contains 10005 members 
Mstep: Class 8 contains 2119 members 
Mstep: Class 9 contains 215830 members 
Mstep: Class 10 contains 38746 members 
Mstep: Class 11 contains 13669 members 
Mstep: Class 12 contains 1111 members 
Mstep: Class 13 contains 159247 members 
Mstep: Class 14 contains 34869 members 
Mstep: Class 15 contains 7078 members 
Mstep: Class 18 contains 1816 members 
Mstep: Class 20 contains 3598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084102.000000 Penalty: 34534.289062
Iteration 162Q: 17 clusters Score -2.90841e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 40960 members 
Mstep: Class 3 contains 8295 members 
Mstep: Class 4 contains 3508 members 
Mstep: Class 6 contains 41549 members 
Mstep: Class 7 contains 10004 members 
Mstep: Class 8 contains 2120 members 
Mstep: Class 9 contains 215880 members 
Mstep: Class 10 contains 38782 members 
Mstep: Class 11 contains 13674 members 
Mstep: Class 12 contains 1107 members 
Mstep: Class 13 contains 159201 members 
Mstep: Class 14 contains 34860 members 
Mstep: Class 15 contains 7079 members 
Mstep: Class 18 contains 1814 members 
Mstep: Class 20 contains 3575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084086.000000 Penalty: 34534.289062
Iteration 163Q: 17 clusters Score -2.908409e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 40962 members 
Mstep: Class 3 contains 8294 members 
Mstep: Class 4 contains 3498 members 
Mstep: Class 6 contains 41549 members 
Mstep: Class 7 contains 10004 members 
Mstep: Class 8 contains 2119 members 
Mstep: Class 9 contains 215942 members 
Mstep: Class 10 contains 38812 members 
Mstep: Class 11 contains 13682 members 
Mstep: Class 12 contains 1102 members 
Mstep: Class 13 contains 159158 members 
Mstep: Class 14 contains 34852 members 
Mstep: Class 15 contains 7079 members 
Mstep: Class 18 contains 1810 members 
Mstep: Class 20 contains 3547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084142.000000 Penalty: 34534.289062
Iteration 164Q: 17 clusters Score -2.908414e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 40963 members 
Mstep: Class 3 contains 8291 members 
Mstep: Class 4 contains 3488 members 
Mstep: Class 6 contains 41552 members 
Mstep: Class 7 contains 10004 members 
Mstep: Class 8 contains 2119 members 
Mstep: Class 9 contains 216004 members 
Mstep: Class 10 contains 38840 members 
Mstep: Class 11 contains 13684 members 
Mstep: Class 12 contains 1102 members 
Mstep: Class 13 contains 159105 members 
Mstep: Class 14 contains 34848 members 
Mstep: Class 15 contains 7080 members 
Mstep: Class 18 contains 1812 members 
Mstep: Class 20 contains 3516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084138.000000 Penalty: 34534.289062
Iteration 165Q: 17 clusters Score -2.908414e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 40967 members 
Mstep: Class 3 contains 8288 members 
Mstep: Class 4 contains 3478 members 
Mstep: Class 6 contains 41554 members 
Mstep: Class 7 contains 10004 members 
Mstep: Class 8 contains 2119 members 
Mstep: Class 9 contains 216069 members 
Mstep: Class 10 contains 38875 members 
Mstep: Class 11 contains 13694 members 
Mstep: Class 12 contains 1102 members 
Mstep: Class 13 contains 159041 members 
Mstep: Class 14 contains 34836 members 
Mstep: Class 15 contains 7080 members 
Mstep: Class 18 contains 1811 members 
Mstep: Class 20 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084126.000000 Penalty: 34534.289062
Iteration 166Q: 17 clusters Score -2.908413e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 40972 members 
Mstep: Class 3 contains 8285 members 
Mstep: Class 4 contains 3469 members 
Mstep: Class 6 contains 41551 members 
Mstep: Class 7 contains 10004 members 
Mstep: Class 8 contains 2119 members 
Mstep: Class 9 contains 216125 members 
Mstep: Class 10 contains 38912 members 
Mstep: Class 11 contains 13704 members 
Mstep: Class 12 contains 1102 members 
Mstep: Class 13 contains 158984 members 
Mstep: Class 14 contains 34826 members 
Mstep: Class 15 contains 7079 members 
Mstep: Class 18 contains 1808 members 
Mstep: Class 20 contains 3470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084118.000000 Penalty: 34534.289062
Iteration 167Q: 17 clusters Score -2.908412e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 40974 members 
Mstep: Class 3 contains 8280 members 
Mstep: Class 4 contains 3466 members 
Mstep: Class 6 contains 41547 members 
Mstep: Class 7 contains 10004 members 
Mstep: Class 8 contains 2119 members 
Mstep: Class 9 contains 216176 members 
Mstep: Class 10 contains 38948 members 
Mstep: Class 11 contains 13705 members 
Mstep: Class 12 contains 1101 members 
Mstep: Class 13 contains 158930 members 
Mstep: Class 14 contains 34820 members 
Mstep: Class 15 contains 7078 members 
Mstep: Class 18 contains 1808 members 
Mstep: Class 20 contains 3453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084102.000000 Penalty: 34534.289062
Iteration 168Q: 17 clusters Score -2.90841e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 40982 members 
Mstep: Class 3 contains 8276 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 6 contains 41542 members 
Mstep: Class 7 contains 10002 members 
Mstep: Class 8 contains 2119 members 
Mstep: Class 9 contains 216222 members 
Mstep: Class 10 contains 38983 members 
Mstep: Class 11 contains 13710 members 
Mstep: Class 12 contains 1101 members 
Mstep: Class 13 contains 158877 members 
Mstep: Class 14 contains 34817 members 
Mstep: Class 15 contains 7081 members 
Mstep: Class 18 contains 1808 members 
Mstep: Class 20 contains 3427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084138.000000 Penalty: 34534.289062
Iteration 169Q: 17 clusters Score -2.908414e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 40987 members 
Mstep: Class 3 contains 8271 members 
Mstep: Class 4 contains 3458 members 
Mstep: Class 6 contains 41535 members 
Mstep: Class 7 contains 10002 members 
Mstep: Class 8 contains 2119 members 
Mstep: Class 9 contains 216284 members 
Mstep: Class 10 contains 39013 members 
Mstep: Class 11 contains 13714 members 
Mstep: Class 12 contains 1100 members 
Mstep: Class 13 contains 158828 members 
Mstep: Class 14 contains 34812 members 
Mstep: Class 15 contains 7083 members 
Mstep: Class 18 contains 1806 members 
Mstep: Class 20 contains 3396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084130.000000 Penalty: 34534.289062
Iteration 170Q: 17 clusters Score -2.908413e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 40991 members 
Mstep: Class 3 contains 8268 members 
Mstep: Class 4 contains 3455 members 
Mstep: Class 6 contains 41531 members 
Mstep: Class 7 contains 10002 members 
Mstep: Class 8 contains 2119 members 
Mstep: Class 9 contains 216338 members 
Mstep: Class 10 contains 39038 members 
Mstep: Class 11 contains 13720 members 
Mstep: Class 12 contains 1098 members 
Mstep: Class 13 contains 158793 members 
Mstep: Class 14 contains 34801 members 
Mstep: Class 15 contains 7083 members 
Mstep: Class 18 contains 1804 members 
Mstep: Class 20 contains 3367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084160.000000 Penalty: 34534.289062
Iteration 171Q: 17 clusters Score -2.908416e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 40995 members 
Mstep: Class 3 contains 8262 members 
Mstep: Class 4 contains 3449 members 
Mstep: Class 6 contains 41524 members 
Mstep: Class 7 contains 10002 members 
Mstep: Class 8 contains 2120 members 
Mstep: Class 9 contains 216398 members 
Mstep: Class 10 contains 39056 members 
Mstep: Class 11 contains 13726 members 
Mstep: Class 12 contains 1097 members 
Mstep: Class 13 contains 158755 members 
Mstep: Class 14 contains 34788 members 
Mstep: Class 15 contains 7083 members 
Mstep: Class 18 contains 1804 members 
Mstep: Class 20 contains 3348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084206.000000 Penalty: 34534.289062
Iteration 172Q: 17 clusters Score -2.908421e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 40999 members 
Mstep: Class 3 contains 8256 members 
Mstep: Class 4 contains 3442 members 
Mstep: Class 6 contains 41514 members 
Mstep: Class 7 contains 10002 members 
Mstep: Class 8 contains 2120 members 
Mstep: Class 9 contains 216473 members 
Mstep: Class 10 contains 39073 members 
Mstep: Class 11 contains 13736 members 
Mstep: Class 12 contains 1095 members 
Mstep: Class 13 contains 158710 members 
Mstep: Class 14 contains 34777 members 
Mstep: Class 15 contains 7082 members 
Mstep: Class 18 contains 1803 members 
Mstep: Class 20 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084132.000000 Penalty: 34534.289062
Iteration 173Q: 17 clusters Score -2.908413e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 41003 members 
Mstep: Class 3 contains 8246 members 
Mstep: Class 4 contains 3436 members 
Mstep: Class 6 contains 41507 members 
Mstep: Class 7 contains 10002 members 
Mstep: Class 8 contains 2121 members 
Mstep: Class 9 contains 216549 members 
Mstep: Class 10 contains 39087 members 
Mstep: Class 11 contains 13739 members 
Mstep: Class 12 contains 1092 members 
Mstep: Class 13 contains 158679 members 
Mstep: Class 14 contains 34765 members 
Mstep: Class 15 contains 7080 members 
Mstep: Class 18 contains 1803 members 
Mstep: Class 20 contains 3299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084154.000000 Penalty: 34534.289062
Iteration 174Q: 17 clusters Score -2.908415e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 41009 members 
Mstep: Class 3 contains 8240 members 
Mstep: Class 4 contains 3428 members 
Mstep: Class 6 contains 41495 members 
Mstep: Class 7 contains 10002 members 
Mstep: Class 8 contains 2121 members 
Mstep: Class 9 contains 216614 members 
Mstep: Class 10 contains 39097 members 
Mstep: Class 11 contains 13746 members 
Mstep: Class 12 contains 1091 members 
Mstep: Class 13 contains 158658 members 
Mstep: Class 14 contains 34749 members 
Mstep: Class 15 contains 7076 members 
Mstep: Class 18 contains 1803 members 
Mstep: Class 20 contains 3282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084188.000000 Penalty: 34534.289062
Iteration 175Q: 17 clusters Score -2.908419e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 41013 members 
Mstep: Class 3 contains 8236 members 
Mstep: Class 4 contains 3424 members 
Mstep: Class 6 contains 41491 members 
Mstep: Class 7 contains 10002 members 
Mstep: Class 8 contains 2123 members 
Mstep: Class 9 contains 216669 members 
Mstep: Class 10 contains 39109 members 
Mstep: Class 11 contains 13752 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 158637 members 
Mstep: Class 14 contains 34738 members 
Mstep: Class 15 contains 7077 members 
Mstep: Class 18 contains 1803 members 
Mstep: Class 20 contains 3249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084176.000000 Penalty: 34534.289062
Iteration 176Q: 17 clusters Score -2.908418e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 41014 members 
Mstep: Class 3 contains 8233 members 
Mstep: Class 4 contains 3421 members 
Mstep: Class 6 contains 41486 members 
Mstep: Class 7 contains 10002 members 
Mstep: Class 8 contains 2123 members 
Mstep: Class 9 contains 216734 members 
Mstep: Class 10 contains 39116 members 
Mstep: Class 11 contains 13757 members 
Mstep: Class 12 contains 1089 members 
Mstep: Class 13 contains 158612 members 
Mstep: Class 14 contains 34725 members 
Mstep: Class 15 contains 7077 members 
Mstep: Class 18 contains 1803 members 
Mstep: Class 20 contains 3223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084168.000000 Penalty: 34534.289062
Iteration 177Q: 17 clusters Score -2.908417e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 41016 members 
Mstep: Class 3 contains 8230 members 
Mstep: Class 4 contains 3418 members 
Mstep: Class 6 contains 41478 members 
Mstep: Class 7 contains 10002 members 
Mstep: Class 8 contains 2123 members 
Mstep: Class 9 contains 216808 members 
Mstep: Class 10 contains 39125 members 
Mstep: Class 11 contains 13760 members 
Mstep: Class 12 contains 1088 members 
Mstep: Class 13 contains 158584 members 
Mstep: Class 14 contains 34710 members 
Mstep: Class 15 contains 7077 members 
Mstep: Class 18 contains 1803 members 
Mstep: Class 20 contains 3194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084180.000000 Penalty: 34534.289062
Iteration 178Q: 17 clusters Score -2.908418e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 41017 members 
Mstep: Class 3 contains 8225 members 
Mstep: Class 4 contains 3416 members 
Mstep: Class 6 contains 41471 members 
Mstep: Class 7 contains 10002 members 
Mstep: Class 8 contains 2124 members 
Mstep: Class 9 contains 216880 members 
Mstep: Class 10 contains 39133 members 
Mstep: Class 11 contains 13757 members 
Mstep: Class 12 contains 1088 members 
Mstep: Class 13 contains 158557 members 
Mstep: Class 14 contains 34699 members 
Mstep: Class 15 contains 7077 members 
Mstep: Class 18 contains 1803 members 
Mstep: Class 20 contains 3167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084210.000000 Penalty: 34534.289062
Iteration 179Q: 17 clusters Score -2.908421e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 41020 members 
Mstep: Class 3 contains 8216 members 
Mstep: Class 4 contains 3415 members 
Mstep: Class 6 contains 41470 members 
Mstep: Class 7 contains 10002 members 
Mstep: Class 8 contains 2125 members 
Mstep: Class 9 contains 216937 members 
Mstep: Class 10 contains 39142 members 
Mstep: Class 11 contains 13760 members 
Mstep: Class 12 contains 1086 members 
Mstep: Class 13 contains 158527 members 
Mstep: Class 14 contains 34688 members 
Mstep: Class 15 contains 7076 members 
Mstep: Class 18 contains 1803 members 
Mstep: Class 20 contains 3149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084200.000000 Penalty: 34534.289062
Iteration 180F: 17 clusters Score -2.90842e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 41021 members 
Mstep: Class 3 contains 8208 members 
Mstep: Class 4 contains 3414 members 
Mstep: Class 6 contains 41469 members 
Mstep: Class 7 contains 10002 members 
Mstep: Class 8 contains 2125 members 
Mstep: Class 9 contains 216988 members 
Mstep: Class 10 contains 39151 members 
Mstep: Class 11 contains 13760 members 
Mstep: Class 12 contains 1086 members 
Mstep: Class 13 contains 158499 members 
Mstep: Class 14 contains 34676 members 
Mstep: Class 15 contains 7076 members 
Mstep: Class 18 contains 1803 members 
Mstep: Class 20 contains 3137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084150.000000 Penalty: 34534.289062
Iteration 181Q: 17 clusters Score -2.908415e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 41021 members 
Mstep: Class 3 contains 8202 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 6 contains 41468 members 
Mstep: Class 7 contains 10002 members 
Mstep: Class 8 contains 2125 members 
Mstep: Class 9 contains 217052 members 
Mstep: Class 10 contains 39162 members 
Mstep: Class 11 contains 13763 members 
Mstep: Class 12 contains 1085 members 
Mstep: Class 13 contains 158468 members 
Mstep: Class 14 contains 34660 members 
Mstep: Class 15 contains 7076 members 
Mstep: Class 18 contains 1803 members 
Mstep: Class 20 contains 3115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084138.000000 Penalty: 34534.289062
Iteration 182Q: 17 clusters Score -2.908414e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 41022 members 
Mstep: Class 3 contains 8200 members 
Mstep: Class 4 contains 3409 members 
Mstep: Class 6 contains 41466 members 
Mstep: Class 7 contains 10002 members 
Mstep: Class 8 contains 2124 members 
Mstep: Class 9 contains 217117 members 
Mstep: Class 10 contains 39171 members 
Mstep: Class 11 contains 13767 members 
Mstep: Class 12 contains 1084 members 
Mstep: Class 13 contains 158434 members 
Mstep: Class 14 contains 34643 members 
Mstep: Class 15 contains 7076 members 
Mstep: Class 18 contains 1803 members 
Mstep: Class 20 contains 3097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084160.000000 Penalty: 34534.289062
Iteration 183Q: 17 clusters Score -2.908416e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 41021 members 
Mstep: Class 3 contains 8199 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 6 contains 41465 members 
Mstep: Class 7 contains 10002 members 
Mstep: Class 8 contains 2125 members 
Mstep: Class 9 contains 217159 members 
Mstep: Class 10 contains 39181 members 
Mstep: Class 11 contains 13771 members 
Mstep: Class 12 contains 1084 members 
Mstep: Class 13 contains 158416 members 
Mstep: Class 14 contains 34629 members 
Mstep: Class 15 contains 7076 members 
Mstep: Class 18 contains 1803 members 
Mstep: Class 20 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084194.000000 Penalty: 34534.289062
Iteration 184Q: 17 clusters Score -2.908419e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 41022 members 
Mstep: Class 3 contains 8197 members 
Mstep: Class 4 contains 3403 members 
Mstep: Class 6 contains 41463 members 
Mstep: Class 7 contains 10002 members 
Mstep: Class 8 contains 2125 members 
Mstep: Class 9 contains 217189 members 
Mstep: Class 10 contains 39199 members 
Mstep: Class 11 contains 13778 members 
Mstep: Class 12 contains 1082 members 
Mstep: Class 13 contains 158395 members 
Mstep: Class 14 contains 34617 members 
Mstep: Class 15 contains 7076 members 
Mstep: Class 18 contains 1803 members 
Mstep: Class 20 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084176.000000 Penalty: 34534.289062
Iteration 185Q: 17 clusters Score -2.908418e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 41023 members 
Mstep: Class 3 contains 8195 members 
Mstep: Class 4 contains 3399 members 
Mstep: Class 6 contains 41459 members 
Mstep: Class 7 contains 10002 members 
Mstep: Class 8 contains 2126 members 
Mstep: Class 9 contains 217230 members 
Mstep: Class 10 contains 39214 members 
Mstep: Class 11 contains 13787 members 
Mstep: Class 12 contains 1082 members 
Mstep: Class 13 contains 158368 members 
Mstep: Class 14 contains 34605 members 
Mstep: Class 15 contains 7075 members 
Mstep: Class 18 contains 1803 members 
Mstep: Class 20 contains 3045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084184.000000 Penalty: 34534.289062
Iteration 186Q: 17 clusters Score -2.908418e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 41025 members 
Mstep: Class 3 contains 8195 members 
Mstep: Class 4 contains 3393 members 
Mstep: Class 6 contains 41451 members 
Mstep: Class 7 contains 10002 members 
Mstep: Class 8 contains 2126 members 
Mstep: Class 9 contains 217279 members 
Mstep: Class 10 contains 39224 members 
Mstep: Class 11 contains 13792 members 
Mstep: Class 12 contains 1083 members 
Mstep: Class 13 contains 158343 members 
Mstep: Class 14 contains 34592 members 
Mstep: Class 15 contains 7074 members 
Mstep: Class 18 contains 1803 members 
Mstep: Class 20 contains 3031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084216.000000 Penalty: 34534.289062
Iteration 187Q: 17 clusters Score -2.908422e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 41028 members 
Mstep: Class 3 contains 8195 members 
Mstep: Class 4 contains 3390 members 
Mstep: Class 6 contains 41444 members 
Mstep: Class 7 contains 10002 members 
Mstep: Class 8 contains 2125 members 
Mstep: Class 9 contains 217328 members 
Mstep: Class 10 contains 39233 members 
Mstep: Class 11 contains 13795 members 
Mstep: Class 12 contains 1083 members 
Mstep: Class 13 contains 158325 members 
Mstep: Class 14 contains 34575 members 
Mstep: Class 15 contains 7075 members 
Mstep: Class 18 contains 1803 members 
Mstep: Class 20 contains 3012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084198.000000 Penalty: 34534.289062
Iteration 188Q: 17 clusters Score -2.90842e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 41029 members 
Mstep: Class 3 contains 8195 members 
Mstep: Class 4 contains 3382 members 
Mstep: Class 6 contains 41436 members 
Mstep: Class 7 contains 10002 members 
Mstep: Class 8 contains 2125 members 
Mstep: Class 9 contains 217374 members 
Mstep: Class 10 contains 39241 members 
Mstep: Class 11 contains 13804 members 
Mstep: Class 12 contains 1084 members 
Mstep: Class 13 contains 158308 members 
Mstep: Class 14 contains 34561 members 
Mstep: Class 15 contains 7075 members 
Mstep: Class 18 contains 1803 members 
Mstep: Class 20 contains 2995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084206.000000 Penalty: 34534.289062
Iteration 189Q: 17 clusters Score -2.908421e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 41032 members 
Mstep: Class 3 contains 8195 members 
Mstep: Class 4 contains 3369 members 
Mstep: Class 6 contains 41432 members 
Mstep: Class 7 contains 10002 members 
Mstep: Class 8 contains 2125 members 
Mstep: Class 9 contains 217415 members 
Mstep: Class 10 contains 39251 members 
Mstep: Class 11 contains 13821 members 
Mstep: Class 12 contains 1082 members 
Mstep: Class 13 contains 158296 members 
Mstep: Class 14 contains 34546 members 
Mstep: Class 15 contains 7075 members 
Mstep: Class 18 contains 1803 members 
Mstep: Class 20 contains 2973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084246.000000 Penalty: 34534.289062
Iteration 190Q: 17 clusters Score -2.908425e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 41034 members 
Mstep: Class 3 contains 8196 members 
Mstep: Class 4 contains 3358 members 
Mstep: Class 6 contains 41425 members 
Mstep: Class 7 contains 10002 members 
Mstep: Class 8 contains 2125 members 
Mstep: Class 9 contains 217466 members 
Mstep: Class 10 contains 39262 members 
Mstep: Class 11 contains 13837 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 158284 members 
Mstep: Class 14 contains 34524 members 
Mstep: Class 15 contains 7076 members 
Mstep: Class 18 contains 1803 members 
Mstep: Class 20 contains 2947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084226.000000 Penalty: 34534.289062
Iteration 191Q: 17 clusters Score -2.908423e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 41037 members 
Mstep: Class 3 contains 8195 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 6 contains 41418 members 
Mstep: Class 7 contains 10002 members 
Mstep: Class 8 contains 2127 members 
Mstep: Class 9 contains 217515 members 
Mstep: Class 10 contains 39278 members 
Mstep: Class 11 contains 13842 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 158259 members 
Mstep: Class 14 contains 34504 members 
Mstep: Class 15 contains 7079 members 
Mstep: Class 18 contains 1803 members 
Mstep: Class 20 contains 2933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084298.000000 Penalty: 34534.289062
Iteration 192Q: 17 clusters Score -2.90843e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 41040 members 
Mstep: Class 3 contains 8195 members 
Mstep: Class 4 contains 3335 members 
Mstep: Class 6 contains 41414 members 
Mstep: Class 7 contains 10002 members 
Mstep: Class 8 contains 2127 members 
Mstep: Class 9 contains 217575 members 
Mstep: Class 10 contains 39296 members 
Mstep: Class 11 contains 13844 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 158220 members 
Mstep: Class 14 contains 34481 members 
Mstep: Class 15 contains 7080 members 
Mstep: Class 18 contains 1803 members 
Mstep: Class 20 contains 2925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084288.000000 Penalty: 34534.289062
Iteration 193Q: 17 clusters Score -2.908429e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 41040 members 
Mstep: Class 3 contains 8195 members 
Mstep: Class 4 contains 3322 members 
Mstep: Class 6 contains 41411 members 
Mstep: Class 7 contains 10002 members 
Mstep: Class 8 contains 2127 members 
Mstep: Class 9 contains 217630 members 
Mstep: Class 10 contains 39315 members 
Mstep: Class 11 contains 13859 members 
Mstep: Class 12 contains 1079 members 
Mstep: Class 13 contains 158180 members 
Mstep: Class 14 contains 34461 members 
Mstep: Class 15 contains 7080 members 
Mstep: Class 18 contains 1803 members 
Mstep: Class 20 contains 2914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084282.000000 Penalty: 34534.289062
Iteration 194Q: 17 clusters Score -2.908428e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 41042 members 
Mstep: Class 3 contains 8195 members 
Mstep: Class 4 contains 3305 members 
Mstep: Class 6 contains 41409 members 
Mstep: Class 7 contains 10002 members 
Mstep: Class 8 contains 2128 members 
Mstep: Class 9 contains 217675 members 
Mstep: Class 10 contains 39332 members 
Mstep: Class 11 contains 13876 members 
Mstep: Class 12 contains 1078 members 
Mstep: Class 13 contains 158153 members 
Mstep: Class 14 contains 34441 members 
Mstep: Class 15 contains 7080 members 
Mstep: Class 18 contains 1803 members 
Mstep: Class 20 contains 2899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084318.000000 Penalty: 34534.289062
Iteration 195Q: 17 clusters Score -2.908432e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 41046 members 
Mstep: Class 3 contains 8195 members 
Mstep: Class 4 contains 3291 members 
Mstep: Class 6 contains 41407 members 
Mstep: Class 7 contains 10002 members 
Mstep: Class 8 contains 2129 members 
Mstep: Class 9 contains 217722 members 
Mstep: Class 10 contains 39345 members 
Mstep: Class 11 contains 13881 members 
Mstep: Class 12 contains 1078 members 
Mstep: Class 13 contains 158141 members 
Mstep: Class 14 contains 34417 members 
Mstep: Class 15 contains 7080 members 
Mstep: Class 18 contains 1803 members 
Mstep: Class 20 contains 2884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084290.000000 Penalty: 34534.289062
Iteration 196Q: 17 clusters Score -2.908429e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 41047 members 
Mstep: Class 3 contains 8195 members 
Mstep: Class 4 contains 3284 members 
Mstep: Class 6 contains 41404 members 
Mstep: Class 7 contains 10001 members 
Mstep: Class 8 contains 2129 members 
Mstep: Class 9 contains 217775 members 
Mstep: Class 10 contains 39354 members 
Mstep: Class 11 contains 13882 members 
Mstep: Class 12 contains 1078 members 
Mstep: Class 13 contains 158126 members 
Mstep: Class 14 contains 34396 members 
Mstep: Class 15 contains 7080 members 
Mstep: Class 18 contains 1803 members 
Mstep: Class 20 contains 2870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084336.000000 Penalty: 34534.289062
Iteration 197Q: 17 clusters Score -2.908434e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 41052 members 
Mstep: Class 3 contains 8192 members 
Mstep: Class 4 contains 3275 members 
Mstep: Class 6 contains 41403 members 
Mstep: Class 7 contains 9997 members 
Mstep: Class 8 contains 2129 members 
Mstep: Class 9 contains 217820 members 
Mstep: Class 10 contains 39358 members 
Mstep: Class 11 contains 13887 members 
Mstep: Class 12 contains 1078 members 
Mstep: Class 13 contains 158119 members 
Mstep: Class 14 contains 34372 members 
Mstep: Class 15 contains 7080 members 
Mstep: Class 18 contains 1803 members 
Mstep: Class 20 contains 2859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084324.000000 Penalty: 34534.289062
Iteration 198Q: 17 clusters Score -2.908432e+07 nChanged 72
Entering ConstructFrom: 
Score: -29084324.000000 Penalty: 34534.289062
Entering ConstructFrom: 
Trying to split cluster 1 (4364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Entering Unmasked Estep 
Score: -203437.843750 Penalty: 1361.936035
	Iteration 0F: 2 clusters Score -203437.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -199782.593750 Penalty: 2723.872070
	Iteration 0F: 3 clusters Score -199782.6 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -200837.406250 Penalty: 2723.872070
	Iteration 1F: 3 clusters Score -200837.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -201079.750000 Penalty: 2723.872070
	Iteration 2F: 3 clusters Score -201079.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -201263.843750 Penalty: 2723.872070
	Iteration 3F: 3 clusters Score -201263.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -201449.109375 Penalty: 2723.872070
	Iteration 4F: 3 clusters Score -201449.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -201642.171875 Penalty: 2723.872070
	Iteration 5F: 3 clusters Score -201642.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -201818.468750 Penalty: 2723.872070
	Iteration 6F: 3 clusters Score -201818.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -201980.156250 Penalty: 2723.872070
	Iteration 7Q: 3 clusters Score -201980.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -202113.359375 Penalty: 2723.872070
	Iteration 8Q: 3 clusters Score -202113.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -202205.343750 Penalty: 2723.872070
	Iteration 9Q: 3 clusters Score -202205.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -202267.046875 Penalty: 2723.872070
	Iteration 10Q: 3 clusters Score -202267 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -202302.171875 Penalty: 2723.872070
	Iteration 11Q: 3 clusters Score -202302.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -202324.375000 Penalty: 2723.872070
	Iteration 12Q: 3 clusters Score -202324.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -202340.593750 Penalty: 2723.872070
	Iteration 13Q: 3 clusters Score -202340.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -202355.875000 Penalty: 2723.872070
	Iteration 14Q: 3 clusters Score -202355.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -202370.984375 Penalty: 2723.872070
	Iteration 15Q: 3 clusters Score -202371 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -202376.812500 Penalty: 2723.872070
	Iteration 16Q: 3 clusters Score -202376.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -202381.125000 Penalty: 2723.872070
	Iteration 17Q: 3 clusters Score -202381.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -202386.968750 Penalty: 2723.872070
	Iteration 18Q: 3 clusters Score -202387 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -202393.437500 Penalty: 2723.872070
	Iteration 19Q: 3 clusters Score -202393.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -202398.359375 Penalty: 2723.872070
	Iteration 20F: 3 clusters Score -202398.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -202402.843750 Penalty: 2723.872070
	Iteration 21Q: 3 clusters Score -202402.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -202406.968750 Penalty: 2723.872070
	Iteration 22Q: 3 clusters Score -202407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -202410.203125 Penalty: 2723.872070
	Iteration 23Q: 3 clusters Score -202410.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -202412.765625 Penalty: 2723.872070
	Iteration 24Q: 3 clusters Score -202412.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -202416.328125 Penalty: 2723.872070
	Iteration 25Q: 3 clusters Score -202416.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -202419.609375 Penalty: 2723.872070
	Iteration 26Q: 3 clusters Score -202419.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -202424.156250 Penalty: 2723.872070
	Iteration 27Q: 3 clusters Score -202424.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -202427.359375 Penalty: 2723.872070
	Iteration 28Q: 3 clusters Score -202427.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -202429.062500 Penalty: 2723.872070
	Iteration 29Q: 3 clusters Score -202429.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -202432.703125 Penalty: 2723.872070
	Iteration 30Q: 3 clusters Score -202432.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -202434.796875 Penalty: 2723.872070
	Iteration 31Q: 3 clusters Score -202434.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -202437.437500 Penalty: 2723.872070
	Iteration 32Q: 3 clusters Score -202437.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -202439.734375 Penalty: 2723.872070
	Iteration 33Q: 3 clusters Score -202439.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -202440.421875 Penalty: 2723.872070
	Iteration 34Q: 3 clusters Score -202440.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -202442.031250 Penalty: 2723.872070
	Iteration 35Q: 3 clusters Score -202442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -202443.593750 Penalty: 2723.872070
	Iteration 36Q: 3 clusters Score -202443.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -202444.515625 Penalty: 2723.872070
	Iteration 37Q: 3 clusters Score -202444.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -202446.000000 Penalty: 2723.872070
	Iteration 38Q: 3 clusters Score -202446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -202448.015625 Penalty: 2723.872070
	Iteration 39Q: 3 clusters Score -202448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -202448.265625 Penalty: 2723.872070
	Iteration 40F: 3 clusters Score -202448.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -202448.625000 Penalty: 2723.872070
	Iteration 41Q: 3 clusters Score -202448.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -202448.671875 Penalty: 2723.872070
	Iteration 42Q: 3 clusters Score -202448.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -202448.671875 Penalty: 2723.872070
	Iteration 43F: 3 clusters Score -202448.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Entering Unmasked Estep 
Score: -2083140.375000 Penalty: 1726.207275
	Iteration 0F: 2 clusters Score -2083140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -2055654.000000 Penalty: 3452.414551
	Iteration 0F: 3 clusters Score -2055654 nChanged 19099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -2066266.250000 Penalty: 3452.414551
	Iteration 1F: 3 clusters Score -2066266 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -2066655.000000 Penalty: 3452.414551
	Iteration 2Q: 3 clusters Score -2066655 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -2067014.875000 Penalty: 3452.414551
	Iteration 3Q: 3 clusters Score -2067015 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -2067363.250000 Penalty: 3452.414551
	Iteration 4Q: 3 clusters Score -2067363 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -2067777.125000 Penalty: 3452.414551
	Iteration 5Q: 3 clusters Score -2067777 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -2068258.125000 Penalty: 3452.414551
	Iteration 6Q: 3 clusters Score -2068258 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -2068846.875000 Penalty: 3452.414551
	Iteration 7Q: 3 clusters Score -2068847 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -2069541.375000 Penalty: 3452.414551
	Iteration 8Q: 3 clusters Score -2069541 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -2070348.125000 Penalty: 3452.414551
	Iteration 9Q: 3 clusters Score -2070348 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -2071140.875000 Penalty: 3452.414551
	Iteration 10Q: 3 clusters Score -2071141 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -2071822.125000 Penalty: 3452.414551
	Iteration 11Q: 3 clusters Score -2071822 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -2072410.375000 Penalty: 3452.414551
	Iteration 12Q: 3 clusters Score -2072410 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -2072879.125000 Penalty: 3452.414551
	Iteration 13Q: 3 clusters Score -2072879 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -2073328.125000 Penalty: 3452.414551
	Iteration 14Q: 3 clusters Score -2073328 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -2073800.500000 Penalty: 3452.414551
	Iteration 15Q: 3 clusters Score -2073800 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -2074364.375000 Penalty: 3452.414551
	Iteration 16Q: 3 clusters Score -2074364 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -2074972.750000 Penalty: 3452.414551
	Iteration 17Q: 3 clusters Score -2074973 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -2075541.875000 Penalty: 3452.414551
	Iteration 18Q: 3 clusters Score -2075542 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -2076040.750000 Penalty: 3452.414551
	Iteration 19Q: 3 clusters Score -2076041 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -2076424.500000 Penalty: 3452.414551
	Iteration 20F: 3 clusters Score -2076424 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -2076780.125000 Penalty: 3452.414551
	Iteration 21Q: 3 clusters Score -2076780 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -2077136.125000 Penalty: 3452.414551
	Iteration 22Q: 3 clusters Score -2077136 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -2077537.125000 Penalty: 3452.414551
	Iteration 23Q: 3 clusters Score -2077537 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -2077993.500000 Penalty: 3452.414551
	Iteration 24Q: 3 clusters Score -2077994 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -2078481.750000 Penalty: 3452.414551
	Iteration 25Q: 3 clusters Score -2078482 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -2079020.500000 Penalty: 3452.414551
	Iteration 26Q: 3 clusters Score -2079020 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -2079531.875000 Penalty: 3452.414551
	Iteration 27Q: 3 clusters Score -2079532 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -2080024.250000 Penalty: 3452.414551
	Iteration 28Q: 3 clusters Score -2080024 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -2080459.750000 Penalty: 3452.414551
	Iteration 29Q: 3 clusters Score -2080460 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -2080830.500000 Penalty: 3452.414551
	Iteration 30Q: 3 clusters Score -2080830 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -2081132.000000 Penalty: 3452.414551
	Iteration 31Q: 3 clusters Score -2081132 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -2081397.750000 Penalty: 3452.414551
	Iteration 32Q: 3 clusters Score -2081398 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -2081579.500000 Penalty: 3452.414551
	Iteration 33Q: 3 clusters Score -2081580 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -2081698.625000 Penalty: 3452.414551
	Iteration 34Q: 3 clusters Score -2081699 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 38902 members 
Entering Unmasked Estep 
Score: -2081803.375000 Penalty: 3452.414551
	Iteration 35Q: 3 clusters Score -2081803 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -2081892.875000 Penalty: 3452.414551
	Iteration 36Q: 3 clusters Score -2081893 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -2081937.750000 Penalty: 3452.414551
	Iteration 37Q: 3 clusters Score -2081938 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -2081966.750000 Penalty: 3452.414551
	Iteration 38Q: 3 clusters Score -2081967 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -2082000.250000 Penalty: 3452.414551
	Iteration 39Q: 3 clusters Score -2082000 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -2082035.375000 Penalty: 3452.414551
	Iteration 40F: 3 clusters Score -2082035 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -2082054.375000 Penalty: 3452.414551
	Iteration 41Q: 3 clusters Score -2082054 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 39574 members 
Entering Unmasked Estep 
Score: -2082065.250000 Penalty: 3452.414551
	Iteration 42Q: 3 clusters Score -2082065 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -2082070.125000 Penalty: 3452.414551
	Iteration 43Q: 3 clusters Score -2082070 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 39634 members 
Entering Unmasked Estep 
Score: -2082076.625000 Penalty: 3452.414551
	Iteration 44Q: 3 clusters Score -2082077 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -2082078.625000 Penalty: 3452.414551
	Iteration 45Q: 3 clusters Score -2082079 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -2082083.000000 Penalty: 3452.414551
	Iteration 46Q: 3 clusters Score -2082083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -2082084.250000 Penalty: 3452.414551
	Iteration 47Q: 3 clusters Score -2082084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -2082086.625000 Penalty: 3452.414551
	Iteration 48Q: 3 clusters Score -2082087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -2082089.875000 Penalty: 3452.414551
	Iteration 49Q: 3 clusters Score -2082090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 39725 members 
Entering Unmasked Estep 
Score: -2082091.500000 Penalty: 3452.414551
	Iteration 50Q: 3 clusters Score -2082092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -2082097.750000 Penalty: 3452.414551
	Iteration 51Q: 3 clusters Score -2082098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 39748 members 
Entering Unmasked Estep 
Score: -2082100.875000 Penalty: 3452.414551
	Iteration 52Q: 3 clusters Score -2082101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -2082103.625000 Penalty: 3452.414551
	Iteration 53Q: 3 clusters Score -2082104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -2082108.625000 Penalty: 3452.414551
	Iteration 54Q: 3 clusters Score -2082109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -2082110.500000 Penalty: 3452.414551
	Iteration 55Q: 3 clusters Score -2082110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -2082115.125000 Penalty: 3452.414551
	Iteration 56Q: 3 clusters Score -2082115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -2082114.125000 Penalty: 3452.414551
	Iteration 57Q: 3 clusters Score -2082114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
Score: -2082112.375000 Penalty: 3452.414551
	Iteration 58Q: 3 clusters Score -2082112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -2082112.375000 Penalty: 3452.414551
	Iteration 59Q: 3 clusters Score -2082112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 39796 members 
Entering Unmasked Estep 
Score: -2082113.000000 Penalty: 3452.414551
	Iteration 60F: 3 clusters Score -2082113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -2082113.000000 Penalty: 3452.414551
	Iteration 61Q: 3 clusters Score -2082113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -2082115.500000 Penalty: 3452.414551
	Iteration 62Q: 3 clusters Score -2082116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -2082117.000000 Penalty: 3452.414551
	Iteration 63Q: 3 clusters Score -2082117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -2082116.125000 Penalty: 3452.414551
	Iteration 64Q: 3 clusters Score -2082116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -2082117.750000 Penalty: 3452.414551
	Iteration 65Q: 3 clusters Score -2082118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -2082113.625000 Penalty: 3452.414551
	Iteration 66Q: 3 clusters Score -2082114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -2082116.125000 Penalty: 3452.414551
	Iteration 67Q: 3 clusters Score -2082116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -2082114.125000 Penalty: 3452.414551
	Iteration 68Q: 3 clusters Score -2082114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -2082116.500000 Penalty: 3452.414551
	Iteration 69Q: 3 clusters Score -2082116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -2082116.500000 Penalty: 3452.414551
	Iteration 70F: 3 clusters Score -2082116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Entering Unmasked Estep 
Score: -436686.656250 Penalty: 1464.233643
	Iteration 0F: 2 clusters Score -436686.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -430674.343750 Penalty: 2928.467285
	Iteration 0F: 3 clusters Score -430674.3 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -432489.718750 Penalty: 2928.467285
	Iteration 1F: 3 clusters Score -432489.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -432671.906250 Penalty: 2928.467285
	Iteration 2F: 3 clusters Score -432671.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -432810.375000 Penalty: 2928.467285
	Iteration 3Q: 3 clusters Score -432810.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -432918.687500 Penalty: 2928.467285
	Iteration 4Q: 3 clusters Score -432918.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -433012.281250 Penalty: 2928.467285
	Iteration 5Q: 3 clusters Score -433012.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -433106.437500 Penalty: 2928.467285
	Iteration 6Q: 3 clusters Score -433106.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -433203.062500 Penalty: 2928.467285
	Iteration 7Q: 3 clusters Score -433203.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -433316.500000 Penalty: 2928.467285
	Iteration 8Q: 3 clusters Score -433316.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -433480.375000 Penalty: 2928.467285
	Iteration 9Q: 3 clusters Score -433480.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -433672.750000 Penalty: 2928.467285
	Iteration 10Q: 3 clusters Score -433672.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -433877.812500 Penalty: 2928.467285
	Iteration 11Q: 3 clusters Score -433877.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -434110.843750 Penalty: 2928.467285
	Iteration 12Q: 3 clusters Score -434110.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -434366.125000 Penalty: 2928.467285
	Iteration 13Q: 3 clusters Score -434366.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -434599.375000 Penalty: 2928.467285
	Iteration 14Q: 3 clusters Score -434599.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -434792.156250 Penalty: 2928.467285
	Iteration 15Q: 3 clusters Score -434792.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -434945.968750 Penalty: 2928.467285
	Iteration 16Q: 3 clusters Score -434946 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -435063.812500 Penalty: 2928.467285
	Iteration 17Q: 3 clusters Score -435063.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -435166.906250 Penalty: 2928.467285
	Iteration 18Q: 3 clusters Score -435166.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -435232.625000 Penalty: 2928.467285
	Iteration 19Q: 3 clusters Score -435232.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -435282.437500 Penalty: 2928.467285
	Iteration 20F: 3 clusters Score -435282.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -435322.250000 Penalty: 2928.467285
	Iteration 21Q: 3 clusters Score -435322.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -435345.812500 Penalty: 2928.467285
	Iteration 22Q: 3 clusters Score -435345.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -435367.125000 Penalty: 2928.467285
	Iteration 23Q: 3 clusters Score -435367.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -435380.343750 Penalty: 2928.467285
	Iteration 24Q: 3 clusters Score -435380.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -435391.968750 Penalty: 2928.467285
	Iteration 25Q: 3 clusters Score -435392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -435395.218750 Penalty: 2928.467285
	Iteration 26Q: 3 clusters Score -435395.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -435400.093750 Penalty: 2928.467285
	Iteration 27Q: 3 clusters Score -435400.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -435400.906250 Penalty: 2928.467285
	Iteration 28Q: 3 clusters Score -435400.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -435400.812500 Penalty: 2928.467285
	Iteration 29Q: 3 clusters Score -435400.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -435400.812500 Penalty: 2928.467285
	Iteration 30F: 3 clusters Score -435400.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Entering Unmasked Estep 
Score: -150422.468750 Penalty: 1315.038696
	Iteration 0F: 2 clusters Score -150422.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -147502.687500 Penalty: 2630.077393
	Iteration 0F: 3 clusters Score -147502.7 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -148218.890625 Penalty: 2630.077393
	Iteration 1F: 3 clusters Score -148218.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -148391.390625 Penalty: 2630.077393
	Iteration 2F: 3 clusters Score -148391.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -148514.937500 Penalty: 2630.077393
	Iteration 3F: 3 clusters Score -148514.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -148615.078125 Penalty: 2630.077393
	Iteration 4Q: 3 clusters Score -148615.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -148765.328125 Penalty: 2630.077393
	Iteration 5Q: 3 clusters Score -148765.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -148951.906250 Penalty: 2630.077393
	Iteration 6F: 3 clusters Score -148951.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -149111.234375 Penalty: 2630.077393
	Iteration 7F: 3 clusters Score -149111.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -149242.203125 Penalty: 2630.077393
	Iteration 8Q: 3 clusters Score -149242.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -149358.359375 Penalty: 2630.077393
	Iteration 9Q: 3 clusters Score -149358.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -149448.734375 Penalty: 2630.077393
	Iteration 10Q: 3 clusters Score -149448.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -149509.531250 Penalty: 2630.077393
	Iteration 11Q: 3 clusters Score -149509.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -149548.406250 Penalty: 2630.077393
	Iteration 12Q: 3 clusters Score -149548.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -149570.984375 Penalty: 2630.077393
	Iteration 13Q: 3 clusters Score -149571 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -149582.203125 Penalty: 2630.077393
	Iteration 14Q: 3 clusters Score -149582.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -149586.812500 Penalty: 2630.077393
	Iteration 15Q: 3 clusters Score -149586.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -149591.984375 Penalty: 2630.077393
	Iteration 16Q: 3 clusters Score -149592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -149594.484375 Penalty: 2630.077393
	Iteration 17Q: 3 clusters Score -149594.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -149596.187500 Penalty: 2630.077393
	Iteration 18Q: 3 clusters Score -149596.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -149599.281250 Penalty: 2630.077393
	Iteration 19Q: 3 clusters Score -149599.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -149601.625000 Penalty: 2630.077393
	Iteration 20F: 3 clusters Score -149601.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -149603.109375 Penalty: 2630.077393
	Iteration 21Q: 3 clusters Score -149603.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -149604.562500 Penalty: 2630.077393
	Iteration 22Q: 3 clusters Score -149604.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -149606.046875 Penalty: 2630.077393
	Iteration 23Q: 3 clusters Score -149606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -149609.343750 Penalty: 2630.077393
	Iteration 24Q: 3 clusters Score -149609.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -149613.953125 Penalty: 2630.077393
	Iteration 25Q: 3 clusters Score -149614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -149618.062500 Penalty: 2630.077393
	Iteration 26Q: 3 clusters Score -149618.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -149620.453125 Penalty: 2630.077393
	Iteration 27Q: 3 clusters Score -149620.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -149624.421875 Penalty: 2630.077393
	Iteration 28Q: 3 clusters Score -149624.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -149626.296875 Penalty: 2630.077393
	Iteration 29Q: 3 clusters Score -149626.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -149627.312500 Penalty: 2630.077393
	Iteration 30Q: 3 clusters Score -149627.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -149628.765625 Penalty: 2630.077393
	Iteration 31Q: 3 clusters Score -149628.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -149630.000000 Penalty: 2630.077393
	Iteration 32Q: 3 clusters Score -149630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -149630.828125 Penalty: 2630.077393
	Iteration 33Q: 3 clusters Score -149630.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -149631.281250 Penalty: 2630.077393
	Iteration 34Q: 3 clusters Score -149631.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -149632.046875 Penalty: 2630.077393
	Iteration 35Q: 3 clusters Score -149632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -149632.203125 Penalty: 2630.077393
	Iteration 36Q: 3 clusters Score -149632.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -149633.000000 Penalty: 2630.077393
	Iteration 37Q: 3 clusters Score -149633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -149633.296875 Penalty: 2630.077393
	Iteration 38Q: 3 clusters Score -149633.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -149634.125000 Penalty: 2630.077393
	Iteration 39Q: 3 clusters Score -149634.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -149635.765625 Penalty: 2630.077393
	Iteration 40F: 3 clusters Score -149635.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -149636.875000 Penalty: 2630.077393
	Iteration 41Q: 3 clusters Score -149636.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -149637.937500 Penalty: 2630.077393
	Iteration 42Q: 3 clusters Score -149637.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -149637.937500 Penalty: 2630.077393
	Iteration 43F: 3 clusters Score -149637.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (41402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41402 members 
Entering Unmasked Estep 
Score: -2147410.750000 Penalty: 1727.551270
	Iteration 0F: 2 clusters Score -2147411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -2119732.000000 Penalty: 3455.102539
	Iteration 0F: 3 clusters Score -2119732 nChanged 19192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -2130731.750000 Penalty: 3455.102539
	Iteration 1F: 3 clusters Score -2130732 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -2131489.500000 Penalty: 3455.102539
	Iteration 2Q: 3 clusters Score -2131490 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -2132541.500000 Penalty: 3455.102539
	Iteration 3F: 3 clusters Score -2132542 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -2133847.000000 Penalty: 3455.102539
	Iteration 4F: 3 clusters Score -2133847 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -2135507.000000 Penalty: 3455.102539
	Iteration 5F: 3 clusters Score -2135507 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -2137402.750000 Penalty: 3455.102539
	Iteration 6F: 3 clusters Score -2137403 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -2139164.250000 Penalty: 3455.102539
	Iteration 7F: 3 clusters Score -2139164 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -2140267.250000 Penalty: 3455.102539
	Iteration 8F: 3 clusters Score -2140267 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -2140729.250000 Penalty: 3455.102539
	Iteration 9Q: 3 clusters Score -2140729 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -2140912.000000 Penalty: 3455.102539
	Iteration 10Q: 3 clusters Score -2140912 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -2141005.000000 Penalty: 3455.102539
	Iteration 11Q: 3 clusters Score -2141005 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -2141086.500000 Penalty: 3455.102539
	Iteration 12Q: 3 clusters Score -2141086 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2141144.250000 Penalty: 3455.102539
	Iteration 13Q: 3 clusters Score -2141144 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -2141220.250000 Penalty: 3455.102539
	Iteration 14Q: 3 clusters Score -2141220 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2141270.750000 Penalty: 3455.102539
	Iteration 15Q: 3 clusters Score -2141271 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -2141329.750000 Penalty: 3455.102539
	Iteration 16Q: 3 clusters Score -2141330 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -2141374.500000 Penalty: 3455.102539
	Iteration 17Q: 3 clusters Score -2141374 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -2141401.000000 Penalty: 3455.102539
	Iteration 18Q: 3 clusters Score -2141401 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -2141430.000000 Penalty: 3455.102539
	Iteration 19Q: 3 clusters Score -2141430 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -2141470.500000 Penalty: 3455.102539
	Iteration 20F: 3 clusters Score -2141470 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -2141496.250000 Penalty: 3455.102539
	Iteration 21Q: 3 clusters Score -2141496 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2141528.500000 Penalty: 3455.102539
	Iteration 22Q: 3 clusters Score -2141528 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -2141556.750000 Penalty: 3455.102539
	Iteration 23Q: 3 clusters Score -2141557 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -2141590.500000 Penalty: 3455.102539
	Iteration 24Q: 3 clusters Score -2141590 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -2141612.500000 Penalty: 3455.102539
	Iteration 25Q: 3 clusters Score -2141612 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2141641.750000 Penalty: 3455.102539
	Iteration 26Q: 3 clusters Score -2141642 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2141671.250000 Penalty: 3455.102539
	Iteration 27Q: 3 clusters Score -2141671 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2141691.500000 Penalty: 3455.102539
	Iteration 28Q: 3 clusters Score -2141692 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2141731.250000 Penalty: 3455.102539
	Iteration 29Q: 3 clusters Score -2141731 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -2141776.500000 Penalty: 3455.102539
	Iteration 30Q: 3 clusters Score -2141776 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2141799.000000 Penalty: 3455.102539
	Iteration 31Q: 3 clusters Score -2141799 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -2141850.000000 Penalty: 3455.102539
	Iteration 32Q: 3 clusters Score -2141850 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -2141893.250000 Penalty: 3455.102539
	Iteration 33Q: 3 clusters Score -2141893 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -2141933.500000 Penalty: 3455.102539
	Iteration 34Q: 3 clusters Score -2141934 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -2141979.500000 Penalty: 3455.102539
	Iteration 35Q: 3 clusters Score -2141980 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -2142037.500000 Penalty: 3455.102539
	Iteration 36Q: 3 clusters Score -2142038 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -2142082.500000 Penalty: 3455.102539
	Iteration 37Q: 3 clusters Score -2142082 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2142161.750000 Penalty: 3455.102539
	Iteration 38Q: 3 clusters Score -2142162 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2142230.250000 Penalty: 3455.102539
	Iteration 39Q: 3 clusters Score -2142230 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -2142296.750000 Penalty: 3455.102539
	Iteration 40F: 3 clusters Score -2142297 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -2142362.250000 Penalty: 3455.102539
	Iteration 41Q: 3 clusters Score -2142362 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -2142433.000000 Penalty: 3455.102539
	Iteration 42Q: 3 clusters Score -2142433 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -2142510.500000 Penalty: 3455.102539
	Iteration 43Q: 3 clusters Score -2142510 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -2142581.000000 Penalty: 3455.102539
	Iteration 44Q: 3 clusters Score -2142581 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -2142656.750000 Penalty: 3455.102539
	Iteration 45Q: 3 clusters Score -2142657 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2142737.500000 Penalty: 3455.102539
	Iteration 46Q: 3 clusters Score -2142738 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2142803.000000 Penalty: 3455.102539
	Iteration 47Q: 3 clusters Score -2142803 nChanged 353
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -2142886.750000 Penalty: 3455.102539
	Iteration 48Q: 3 clusters Score -2142887 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2142956.750000 Penalty: 3455.102539
	Iteration 49Q: 3 clusters Score -2142957 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2143049.250000 Penalty: 3455.102539
	Iteration 50Q: 3 clusters Score -2143049 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2143129.750000 Penalty: 3455.102539
	Iteration 51Q: 3 clusters Score -2143130 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2143228.750000 Penalty: 3455.102539
	Iteration 52Q: 3 clusters Score -2143229 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2143319.750000 Penalty: 3455.102539
	Iteration 53Q: 3 clusters Score -2143320 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2143410.000000 Penalty: 3455.102539
	Iteration 54Q: 3 clusters Score -2143410 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -2143506.500000 Penalty: 3455.102539
	Iteration 55Q: 3 clusters Score -2143506 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2143627.500000 Penalty: 3455.102539
	Iteration 56Q: 3 clusters Score -2143628 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -2143731.500000 Penalty: 3455.102539
	Iteration 57Q: 3 clusters Score -2143732 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2143851.250000 Penalty: 3455.102539
	Iteration 58Q: 3 clusters Score -2143851 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -2143970.250000 Penalty: 3455.102539
	Iteration 59Q: 3 clusters Score -2143970 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -2144085.750000 Penalty: 3455.102539
	Iteration 60F: 3 clusters Score -2144086 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36351 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2144196.250000 Penalty: 3455.102539
	Iteration 61Q: 3 clusters Score -2144196 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2144341.500000 Penalty: 3455.102539
	Iteration 62Q: 3 clusters Score -2144342 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -2144479.500000 Penalty: 3455.102539
	Iteration 63Q: 3 clusters Score -2144480 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2144631.500000 Penalty: 3455.102539
	Iteration 64Q: 3 clusters Score -2144632 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -2144765.250000 Penalty: 3455.102539
	Iteration 65Q: 3 clusters Score -2144765 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2144882.500000 Penalty: 3455.102539
	Iteration 66Q: 3 clusters Score -2144882 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2144990.250000 Penalty: 3455.102539
	Iteration 67Q: 3 clusters Score -2144990 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2145090.250000 Penalty: 3455.102539
	Iteration 68Q: 3 clusters Score -2145090 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2145216.750000 Penalty: 3455.102539
	Iteration 69Q: 3 clusters Score -2145217 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2145327.250000 Penalty: 3455.102539
	Iteration 70Q: 3 clusters Score -2145327 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2145425.000000 Penalty: 3455.102539
	Iteration 71Q: 3 clusters Score -2145425 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2145510.750000 Penalty: 3455.102539
	Iteration 72Q: 3 clusters Score -2145511 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2145580.750000 Penalty: 3455.102539
	Iteration 73Q: 3 clusters Score -2145581 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2145634.500000 Penalty: 3455.102539
	Iteration 74Q: 3 clusters Score -2145634 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2145677.500000 Penalty: 3455.102539
	Iteration 75Q: 3 clusters Score -2145678 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2145723.500000 Penalty: 3455.102539
	Iteration 76Q: 3 clusters Score -2145724 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2145751.500000 Penalty: 3455.102539
	Iteration 77Q: 3 clusters Score -2145752 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2145783.500000 Penalty: 3455.102539
	Iteration 78Q: 3 clusters Score -2145784 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2145796.750000 Penalty: 3455.102539
	Iteration 79Q: 3 clusters Score -2145797 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2145820.500000 Penalty: 3455.102539
	Iteration 80F: 3 clusters Score -2145820 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2145847.500000 Penalty: 3455.102539
	Iteration 81Q: 3 clusters Score -2145848 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2145857.000000 Penalty: 3455.102539
	Iteration 82Q: 3 clusters Score -2145857 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2145866.500000 Penalty: 3455.102539
	Iteration 83Q: 3 clusters Score -2145866 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2145877.500000 Penalty: 3455.102539
	Iteration 84Q: 3 clusters Score -2145878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2145890.750000 Penalty: 3455.102539
	Iteration 85Q: 3 clusters Score -2145891 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2145905.750000 Penalty: 3455.102539
	Iteration 86Q: 3 clusters Score -2145906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2145910.750000 Penalty: 3455.102539
	Iteration 87Q: 3 clusters Score -2145911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2145914.750000 Penalty: 3455.102539
	Iteration 88Q: 3 clusters Score -2145915 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2145919.750000 Penalty: 3455.102539
	Iteration 89Q: 3 clusters Score -2145920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2145931.750000 Penalty: 3455.102539
	Iteration 90Q: 3 clusters Score -2145932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2145938.250000 Penalty: 3455.102539
	Iteration 91Q: 3 clusters Score -2145938 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2145945.500000 Penalty: 3455.102539
	Iteration 92Q: 3 clusters Score -2145946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2145942.250000 Penalty: 3455.102539
	Iteration 93Q: 3 clusters Score -2145942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2145950.750000 Penalty: 3455.102539
	Iteration 94Q: 3 clusters Score -2145951 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40730 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2145947.000000 Penalty: 3455.102539
	Iteration 95Q: 3 clusters Score -2145947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2145953.500000 Penalty: 3455.102539
	Iteration 96Q: 3 clusters Score -2145954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2145956.250000 Penalty: 3455.102539
	Iteration 97Q: 3 clusters Score -2145956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2145962.250000 Penalty: 3455.102539
	Iteration 98Q: 3 clusters Score -2145962 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2145966.750000 Penalty: 3455.102539
	Iteration 99Q: 3 clusters Score -2145967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2145969.250000 Penalty: 3455.102539
	Iteration 100F: 3 clusters Score -2145969 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2145967 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2145968.500000 Penalty: 3455.102539
	Iteration 102Q: 3 clusters Score -2145968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2145968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2145968.750000 Penalty: 3455.102539
	Iteration 104Q: 3 clusters Score -2145969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2145969.750000 Penalty: 3455.102539
	Iteration 105Q: 3 clusters Score -2145970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2145971.250000 Penalty: 3455.102539
	Iteration 106Q: 3 clusters Score -2145971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2145969.750000 Penalty: 3455.102539
	Iteration 107Q: 3 clusters Score -2145970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2145969.750000 Penalty: 3455.102539
	Iteration 108F: 3 clusters Score -2145970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Entering Unmasked Estep 
Score: -512780.875000 Penalty: 1496.534058
	Iteration 0F: 2 clusters Score -512780.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -505620.218750 Penalty: 2993.068115
	Iteration 0F: 3 clusters Score -505620.2 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -507904.625000 Penalty: 2993.068115
	Iteration 1F: 3 clusters Score -507904.6 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -508232.375000 Penalty: 2993.068115
	Iteration 2F: 3 clusters Score -508232.4 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -508536.500000 Penalty: 2993.068115
	Iteration 3F: 3 clusters Score -508536.5 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -508868.187500 Penalty: 2993.068115
	Iteration 4F: 3 clusters Score -508868.2 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -509237.031250 Penalty: 2993.068115
	Iteration 5F: 3 clusters Score -509237 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -509663.437500 Penalty: 2993.068115
	Iteration 6F: 3 clusters Score -509663.4 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -510123.343750 Penalty: 2993.068115
	Iteration 7F: 3 clusters Score -510123.3 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -510576.812500 Penalty: 2993.068115
	Iteration 8F: 3 clusters Score -510576.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -510943.031250 Penalty: 2993.068115
	Iteration 9Q: 3 clusters Score -510943 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -511187.656250 Penalty: 2993.068115
	Iteration 10Q: 3 clusters Score -511187.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -511357.625000 Penalty: 2993.068115
	Iteration 11Q: 3 clusters Score -511357.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -511451.062500 Penalty: 2993.068115
	Iteration 12Q: 3 clusters Score -511451.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -511510.437500 Penalty: 2993.068115
	Iteration 13Q: 3 clusters Score -511510.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -511550.750000 Penalty: 2993.068115
	Iteration 14Q: 3 clusters Score -511550.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -511576.937500 Penalty: 2993.068115
	Iteration 15Q: 3 clusters Score -511576.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -511591.468750 Penalty: 2993.068115
	Iteration 16Q: 3 clusters Score -511591.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -511606.968750 Penalty: 2993.068115
	Iteration 17Q: 3 clusters Score -511607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -511612.468750 Penalty: 2993.068115
	Iteration 18Q: 3 clusters Score -511612.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -511620.750000 Penalty: 2993.068115
	Iteration 19Q: 3 clusters Score -511620.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -511624.406250 Penalty: 2993.068115
	Iteration 20F: 3 clusters Score -511624.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -511625.031250 Penalty: 2993.068115
	Iteration 21Q: 3 clusters Score -511625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -511625.031250 Penalty: 2993.068115
	Iteration 22F: 3 clusters Score -511625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Entering Unmasked Estep 
Score: -91725.320312 Penalty: 1245.227417
	Iteration 0F: 2 clusters Score -91725.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -89559.375000 Penalty: 2490.454834
	Iteration 0F: 3 clusters Score -89559.38 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -90041.984375 Penalty: 2490.454834
	Iteration 1F: 3 clusters Score -90041.98 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -90207.140625 Penalty: 2490.454834
	Iteration 2F: 3 clusters Score -90207.14 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -90353.515625 Penalty: 2490.454834
	Iteration 3F: 3 clusters Score -90353.52 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -90458.375000 Penalty: 2490.454834
	Iteration 4Q: 3 clusters Score -90458.38 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -90533.750000 Penalty: 2490.454834
	Iteration 5Q: 3 clusters Score -90533.75 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -90586.414062 Penalty: 2490.454834
	Iteration 6Q: 3 clusters Score -90586.41 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -90624.132812 Penalty: 2490.454834
	Iteration 7Q: 3 clusters Score -90624.13 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -90645.898438 Penalty: 2490.454834
	Iteration 8Q: 3 clusters Score -90645.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -90658.140625 Penalty: 2490.454834
	Iteration 9Q: 3 clusters Score -90658.14 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -90676.085938 Penalty: 2490.454834
	Iteration 10Q: 3 clusters Score -90676.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -90687.070312 Penalty: 2490.454834
	Iteration 11Q: 3 clusters Score -90687.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -90700.054688 Penalty: 2490.454834
	Iteration 12Q: 3 clusters Score -90700.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -90709.375000 Penalty: 2490.454834
	Iteration 13Q: 3 clusters Score -90709.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -90723.562500 Penalty: 2490.454834
	Iteration 14Q: 3 clusters Score -90723.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -90732.656250 Penalty: 2490.454834
	Iteration 15Q: 3 clusters Score -90732.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -90738.335938 Penalty: 2490.454834
	Iteration 16Q: 3 clusters Score -90738.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -90740.890625 Penalty: 2490.454834
	Iteration 17Q: 3 clusters Score -90740.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -90744.562500 Penalty: 2490.454834
	Iteration 18Q: 3 clusters Score -90744.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -90746.585938 Penalty: 2490.454834
	Iteration 19Q: 3 clusters Score -90746.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -90747.304688 Penalty: 2490.454834
	Iteration 20F: 3 clusters Score -90747.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -90747.679688 Penalty: 2490.454834
	Iteration 21Q: 3 clusters Score -90747.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -90748.359375 Penalty: 2490.454834
	Iteration 22Q: 3 clusters Score -90748.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -90749.179688 Penalty: 2490.454834
	Iteration 23Q: 3 clusters Score -90749.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -90750.335938 Penalty: 2490.454834
	Iteration 24Q: 3 clusters Score -90750.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -90751.000000 Penalty: 2490.454834
	Iteration 25Q: 3 clusters Score -90751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -90752.312500 Penalty: 2490.454834
	Iteration 26Q: 3 clusters Score -90752.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -90752.531250 Penalty: 2490.454834
	Iteration 27Q: 3 clusters Score -90752.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -90752.914062 Penalty: 2490.454834
	Iteration 28Q: 3 clusters Score -90752.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -90752.914062 Penalty: 2490.454834
	Iteration 29F: 3 clusters Score -90752.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (217862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217862 members 
Entering Unmasked Estep 
Score: -10907598.000000 Penalty: 1997.387817
	Iteration 0F: 2 clusters Score -1.09076e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108314 members 
Mstep: Class 2 contains 109548 members 
Entering Unmasked Estep 
Score: -10761109.000000 Penalty: 3994.775635
	Iteration 0F: 3 clusters Score -1.076111e+07 nChanged 105480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95564 members 
Mstep: Class 2 contains 122298 members 
Entering Unmasked Estep 
Score: -10826634.000000 Penalty: 3994.775635
	Iteration 1F: 3 clusters Score -1.082663e+07 nChanged 10650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87674 members 
Mstep: Class 2 contains 130188 members 
Entering Unmasked Estep 
Score: -10831959.000000 Penalty: 3994.775635
	Iteration 2Q: 3 clusters Score -1.083196e+07 nChanged 14314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76262 members 
Mstep: Class 2 contains 141600 members 
Entering Unmasked Estep 
Score: -10841412.000000 Penalty: 3994.775635
	Iteration 3F: 3 clusters Score -1.084141e+07 nChanged 17817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61373 members 
Mstep: Class 2 contains 156489 members 
Entering Unmasked Estep 
Score: -10856139.000000 Penalty: 3994.775635
	Iteration 4F: 3 clusters Score -1.085614e+07 nChanged 18867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45174 members 
Mstep: Class 2 contains 172688 members 
Entering Unmasked Estep 
Score: -10874412.000000 Penalty: 3994.775635
	Iteration 5F: 3 clusters Score -1.087441e+07 nChanged 15192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 185484 members 
Entering Unmasked Estep 
Score: -10890508.000000 Penalty: 3994.775635
	Iteration 6F: 3 clusters Score -1.089051e+07 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 192022 members 
Entering Unmasked Estep 
Score: -10900927.000000 Penalty: 3994.775635
	Iteration 7Q: 3 clusters Score -1.090093e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 194164 members 
Entering Unmasked Estep 
Score: -10904729.000000 Penalty: 3994.775635
	Iteration 8Q: 3 clusters Score -1.090473e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 195209 members 
Entering Unmasked Estep 
Score: -10905913.000000 Penalty: 3994.775635
	Iteration 9Q: 3 clusters Score -1.090591e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 195937 members 
Entering Unmasked Estep 
Score: -10906496.000000 Penalty: 3994.775635
	Iteration 10Q: 3 clusters Score -1.09065e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 196491 members 
Entering Unmasked Estep 
Score: -10906714.000000 Penalty: 3994.775635
	Iteration 11Q: 3 clusters Score -1.090671e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 196982 members 
Entering Unmasked Estep 
Score: -10906862.000000 Penalty: 3994.775635
	Iteration 12Q: 3 clusters Score -1.090686e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 197389 members 
Entering Unmasked Estep 
Score: -10906892.000000 Penalty: 3994.775635
	Iteration 13Q: 3 clusters Score -1.090689e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 197727 members 
Entering Unmasked Estep 
Score: -10906983.000000 Penalty: 3994.775635
	Iteration 14Q: 3 clusters Score -1.090698e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 198038 members 
Entering Unmasked Estep 
Score: -10907047.000000 Penalty: 3994.775635
	Iteration 15Q: 3 clusters Score -1.090705e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 198348 members 
Entering Unmasked Estep 
Score: -10907038.000000 Penalty: 3994.775635
	Iteration 16Q: 3 clusters Score -1.090704e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 198668 members 
Entering Unmasked Estep 
Score: -10907121.000000 Penalty: 3994.775635
	Iteration 17Q: 3 clusters Score -1.090712e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 198940 members 
Entering Unmasked Estep 
Score: -10907163.000000 Penalty: 3994.775635
	Iteration 18Q: 3 clusters Score -1.090716e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 199229 members 
Entering Unmasked Estep 
Score: -10907205.000000 Penalty: 3994.775635
	Iteration 19Q: 3 clusters Score -1.09072e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 199484 members 
Entering Unmasked Estep 
Score: -10907272.000000 Penalty: 3994.775635
	Iteration 20F: 3 clusters Score -1.090727e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 199736 members 
Entering Unmasked Estep 
Score: -10907335.000000 Penalty: 3994.775635
	Iteration 21Q: 3 clusters Score -1.090734e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 199974 members 
Entering Unmasked Estep 
Score: -10907386.000000 Penalty: 3994.775635
	Iteration 22Q: 3 clusters Score -1.090739e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 200217 members 
Entering Unmasked Estep 
Score: -10907494.000000 Penalty: 3994.775635
	Iteration 23Q: 3 clusters Score -1.090749e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 200454 members 
Entering Unmasked Estep 
Score: -10907595.000000 Penalty: 3994.775635
	Iteration 24Q: 3 clusters Score -1.09076e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 200714 members 
Entering Unmasked Estep 
Score: -10907679.000000 Penalty: 3994.775635
	Iteration 25Q: 3 clusters Score -1.090768e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 200959 members 
Entering Unmasked Estep 
Score: -10907786.000000 Penalty: 3994.775635
	Iteration 26Q: 3 clusters Score -1.090779e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 201204 members 
Entering Unmasked Estep 
Score: -10907844.000000 Penalty: 3994.775635
	Iteration 27Q: 3 clusters Score -1.090784e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 201456 members 
Entering Unmasked Estep 
Score: -10907858.000000 Penalty: 3994.775635
	Iteration 28Q: 3 clusters Score -1.090786e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 201708 members 
Entering Unmasked Estep 
Score: -10907949.000000 Penalty: 3994.775635
	Iteration 29Q: 3 clusters Score -1.090795e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 201941 members 
Entering Unmasked Estep 
Score: -10908029.000000 Penalty: 3994.775635
	Iteration 30Q: 3 clusters Score -1.090803e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 202176 members 
Entering Unmasked Estep 
Score: -10908132.000000 Penalty: 3994.775635
	Iteration 31Q: 3 clusters Score -1.090813e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 202403 members 
Entering Unmasked Estep 
Score: -10908218.000000 Penalty: 3994.775635
	Iteration 32Q: 3 clusters Score -1.090822e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 202596 members 
Entering Unmasked Estep 
Score: -10908246.000000 Penalty: 3994.775635
	Iteration 33Q: 3 clusters Score -1.090825e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 202753 members 
Entering Unmasked Estep 
Score: -10908242.000000 Penalty: 3994.775635
	Iteration 34Q: 3 clusters Score -1.090824e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 202882 members 
Entering Unmasked Estep 
Score: -10908298.000000 Penalty: 3994.775635
	Iteration 35Q: 3 clusters Score -1.09083e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 203018 members 
Entering Unmasked Estep 
Score: -10908300.000000 Penalty: 3994.775635
	Iteration 36Q: 3 clusters Score -1.09083e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 203169 members 
Entering Unmasked Estep 
Score: -10908317.000000 Penalty: 3994.775635
	Iteration 37Q: 3 clusters Score -1.090832e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 203297 members 
Entering Unmasked Estep 
Score: -10908311.000000 Penalty: 3994.775635
	Iteration 38Q: 3 clusters Score -1.090831e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 203431 members 
Entering Unmasked Estep 
Score: -10908334.000000 Penalty: 3994.775635
	Iteration 39Q: 3 clusters Score -1.090833e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 203554 members 
Entering Unmasked Estep 
Score: -10908367.000000 Penalty: 3994.775635
	Iteration 40F: 3 clusters Score -1.090837e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 203680 members 
Entering Unmasked Estep 
Score: -10908372.000000 Penalty: 3994.775635
	Iteration 41Q: 3 clusters Score -1.090837e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 203807 members 
Entering Unmasked Estep 
Score: -10908368.000000 Penalty: 3994.775635
	Iteration 42Q: 3 clusters Score -1.090837e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 203909 members 
Entering Unmasked Estep 
Score: -10908385.000000 Penalty: 3994.775635
	Iteration 43Q: 3 clusters Score -1.090838e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 204001 members 
Entering Unmasked Estep 
Score: -10908367.000000 Penalty: 3994.775635
	Iteration 44Q: 3 clusters Score -1.090837e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 204080 members 
Entering Unmasked Estep 
Score: -10908375.000000 Penalty: 3994.775635
	Iteration 45Q: 3 clusters Score -1.090838e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 204152 members 
Entering Unmasked Estep 
Score: -10908358.000000 Penalty: 3994.775635
	Iteration 46Q: 3 clusters Score -1.090836e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 204222 members 
Entering Unmasked Estep 
Score: -10908352.000000 Penalty: 3994.775635
	Iteration 47Q: 3 clusters Score -1.090835e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 204276 members 
Entering Unmasked Estep 
Score: -10908370.000000 Penalty: 3994.775635
	Iteration 48Q: 3 clusters Score -1.090837e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 204338 members 
Entering Unmasked Estep 
Score: -10908389.000000 Penalty: 3994.775635
	Iteration 49Q: 3 clusters Score -1.090839e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 204384 members 
Entering Unmasked Estep 
Score: -10908402.000000 Penalty: 3994.775635
	Iteration 50Q: 3 clusters Score -1.09084e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 204423 members 
Entering Unmasked Estep 
Score: -10908405.000000 Penalty: 3994.775635
	Iteration 51Q: 3 clusters Score -1.09084e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 204461 members 
Entering Unmasked Estep 
Score: -10908404.000000 Penalty: 3994.775635
	Iteration 52Q: 3 clusters Score -1.09084e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 204489 members 
Entering Unmasked Estep 
Score: -10908403.000000 Penalty: 3994.775635
	Iteration 53Q: 3 clusters Score -1.09084e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 204514 members 
Entering Unmasked Estep 
Score: -10908396.000000 Penalty: 3994.775635
	Iteration 54Q: 3 clusters Score -1.09084e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 204538 members 
Entering Unmasked Estep 
Score: -10908396.000000 Penalty: 3994.775635
	Iteration 55Q: 3 clusters Score -1.09084e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 204563 members 
Entering Unmasked Estep 
Score: -10908394.000000 Penalty: 3994.775635
	Iteration 56Q: 3 clusters Score -1.090839e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 204584 members 
Entering Unmasked Estep 
Score: -10908410.000000 Penalty: 3994.775635
	Iteration 57Q: 3 clusters Score -1.090841e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 204608 members 
Entering Unmasked Estep 
Score: -10908413.000000 Penalty: 3994.775635
	Iteration 58Q: 3 clusters Score -1.090841e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 204635 members 
Entering Unmasked Estep 
Score: -10908405.000000 Penalty: 3994.775635
	Iteration 59Q: 3 clusters Score -1.09084e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 204662 members 
Entering Unmasked Estep 
Score: -10908396.000000 Penalty: 3994.775635
	Iteration 60F: 3 clusters Score -1.09084e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 204673 members 
Entering Unmasked Estep 
Score: -10908387.000000 Penalty: 3994.775635
	Iteration 61Q: 3 clusters Score -1.090839e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 204679 members 
Entering Unmasked Estep 
Score: -10908380.000000 Penalty: 3994.775635
	Iteration 62Q: 3 clusters Score -1.090838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 204683 members 
Entering Unmasked Estep 
Score: -10908380.000000 Penalty: 3994.775635
	Iteration 63Q: 3 clusters Score -1.090838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 204690 members 
Entering Unmasked Estep 
Score: -10908394.000000 Penalty: 3994.775635
	Iteration 64Q: 3 clusters Score -1.090839e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 204702 members 
Entering Unmasked Estep 
Score: -10908403.000000 Penalty: 3994.775635
	Iteration 65Q: 3 clusters Score -1.09084e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 204711 members 
Entering Unmasked Estep 
Score: -10908398.000000 Penalty: 3994.775635
	Iteration 66Q: 3 clusters Score -1.09084e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 204717 members 
Entering Unmasked Estep 
Score: -10908396.000000 Penalty: 3994.775635
	Iteration 67Q: 3 clusters Score -1.09084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 204722 members 
Entering Unmasked Estep 
Score: -10908392.000000 Penalty: 3994.775635
	Iteration 68Q: 3 clusters Score -1.090839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 204729 members 
Entering Unmasked Estep 
Score: -10908401.000000 Penalty: 3994.775635
	Iteration 69Q: 3 clusters Score -1.09084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 204736 members 
Entering Unmasked Estep 
Score: -10908400.000000 Penalty: 3994.775635
	Iteration 70Q: 3 clusters Score -1.09084e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 204750 members 
Entering Unmasked Estep 
Score: -10908409.000000 Penalty: 3994.775635
	Iteration 71Q: 3 clusters Score -1.090841e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 204762 members 
Entering Unmasked Estep 
Score: -10908401.000000 Penalty: 3994.775635
	Iteration 72Q: 3 clusters Score -1.09084e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 204768 members 
Entering Unmasked Estep 
Score: -10908391.000000 Penalty: 3994.775635
	Iteration 73Q: 3 clusters Score -1.090839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 204775 members 
Entering Unmasked Estep 
Score: -10908404.000000 Penalty: 3994.775635
	Iteration 74Q: 3 clusters Score -1.09084e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 204782 members 
Entering Unmasked Estep 
Score: -10908415.000000 Penalty: 3994.775635
	Iteration 75Q: 3 clusters Score -1.090842e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 204787 members 
Entering Unmasked Estep 
Score: -10908412.000000 Penalty: 3994.775635
	Iteration 76Q: 3 clusters Score -1.090841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 204789 members 
Entering Unmasked Estep 
Score: -10908416.000000 Penalty: 3994.775635
	Iteration 77Q: 3 clusters Score -1.090842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 204792 members 
Entering Unmasked Estep 
Score: -10908409.000000 Penalty: 3994.775635
	Iteration 78Q: 3 clusters Score -1.090841e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 204794 members 
Entering Unmasked Estep 
Score: -10908408.000000 Penalty: 3994.775635
	Iteration 79Q: 3 clusters Score -1.090841e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 204798 members 
Entering Unmasked Estep 
Score: -10908403.000000 Penalty: 3994.775635
	Iteration 80F: 3 clusters Score -1.09084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 204803 members 
Entering Unmasked Estep 
Score: -10908405.000000 Penalty: 3994.775635
	Iteration 81Q: 3 clusters Score -1.09084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 204807 members 
Entering Unmasked Estep 
Score: -10908403.000000 Penalty: 3994.775635
	Iteration 82Q: 3 clusters Score -1.09084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 204808 members 
Entering Unmasked Estep 
Score: -10908407.000000 Penalty: 3994.775635
	Iteration 83Q: 3 clusters Score -1.090841e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 204808 members 
Entering Unmasked Estep 
Score: -10908407.000000 Penalty: 3994.775635
	Iteration 84F: 3 clusters Score -1.090841e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 41061 members 
Mstep: Class 3 contains 8190 members 
Mstep: Class 4 contains 3270 members 
Mstep: Class 5 contains 204808 members 
Mstep: Class 6 contains 41402 members 
Mstep: Class 7 contains 9991 members 
Mstep: Class 8 contains 2128 members 
Mstep: Class 9 contains 13054 members 
Mstep: Class 10 contains 39364 members 
Mstep: Class 11 contains 13887 members 
Mstep: Class 12 contains 1078 members 
Mstep: Class 13 contains 158110 members 
Mstep: Class 14 contains 34349 members 
Mstep: Class 15 contains 7080 members 
Mstep: Class 18 contains 1803 members 
Mstep: Class 20 contains 2849 members 
Entering Unmasked Estep 
Score: -29084690.000000 Penalty: 36692.683594
Splitting cluster 9 changes total score from -29084324.000000 to -29084690.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 10 (39364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Entering Unmasked Estep 
Score: -2092006.250000 Penalty: 1719.348755
	Iteration 0F: 2 clusters Score -2092006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -2065761.500000 Penalty: 3438.697510
	Iteration 0F: 3 clusters Score -2065762 nChanged 18273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -2075917.875000 Penalty: 3438.697510
	Iteration 1F: 3 clusters Score -2075918 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -2076263.625000 Penalty: 3438.697510
	Iteration 2Q: 3 clusters Score -2076264 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -2076575.375000 Penalty: 3438.697510
	Iteration 3Q: 3 clusters Score -2076575 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -2076873.875000 Penalty: 3438.697510
	Iteration 4Q: 3 clusters Score -2076874 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -2077181.000000 Penalty: 3438.697510
	Iteration 5Q: 3 clusters Score -2077181 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -2077539.500000 Penalty: 3438.697510
	Iteration 6Q: 3 clusters Score -2077540 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -2078057.625000 Penalty: 3438.697510
	Iteration 7Q: 3 clusters Score -2078058 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -2078912.250000 Penalty: 3438.697510
	Iteration 8Q: 3 clusters Score -2078912 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -2080264.125000 Penalty: 3438.697510
	Iteration 9F: 3 clusters Score -2080264 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -2082154.875000 Penalty: 3438.697510
	Iteration 10F: 3 clusters Score -2082155 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -2084261.500000 Penalty: 3438.697510
	Iteration 11F: 3 clusters Score -2084262 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -2086228.000000 Penalty: 3438.697510
	Iteration 12F: 3 clusters Score -2086228 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -2087762.125000 Penalty: 3438.697510
	Iteration 13Q: 3 clusters Score -2087762 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -2088742.375000 Penalty: 3438.697510
	Iteration 14Q: 3 clusters Score -2088742 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -2089372.875000 Penalty: 3438.697510
	Iteration 15Q: 3 clusters Score -2089373 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -2089770.000000 Penalty: 3438.697510
	Iteration 16Q: 3 clusters Score -2089770 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -2090048.500000 Penalty: 3438.697510
	Iteration 17Q: 3 clusters Score -2090048 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -2090198.125000 Penalty: 3438.697510
	Iteration 18Q: 3 clusters Score -2090198 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -2090302.000000 Penalty: 3438.697510
	Iteration 19Q: 3 clusters Score -2090302 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -2090366.500000 Penalty: 3438.697510
	Iteration 20F: 3 clusters Score -2090366 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -2090417.500000 Penalty: 3438.697510
	Iteration 21Q: 3 clusters Score -2090418 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -2090458.000000 Penalty: 3438.697510
	Iteration 22Q: 3 clusters Score -2090458 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -2090482.250000 Penalty: 3438.697510
	Iteration 23Q: 3 clusters Score -2090482 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -2090503.375000 Penalty: 3438.697510
	Iteration 24Q: 3 clusters Score -2090503 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -2090518.250000 Penalty: 3438.697510
	Iteration 25Q: 3 clusters Score -2090518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 38814 members 
Entering Unmasked Estep 
Score: -2090534.500000 Penalty: 3438.697510
	Iteration 26Q: 3 clusters Score -2090534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -2090540.250000 Penalty: 3438.697510
	Iteration 27Q: 3 clusters Score -2090540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -2090551.000000 Penalty: 3438.697510
	Iteration 28Q: 3 clusters Score -2090551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 38846 members 
Entering Unmasked Estep 
Score: -2090558.125000 Penalty: 3438.697510
	Iteration 29Q: 3 clusters Score -2090558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -2090561.250000 Penalty: 3438.697510
	Iteration 30Q: 3 clusters Score -2090561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -2090566.875000 Penalty: 3438.697510
	Iteration 31Q: 3 clusters Score -2090567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -2090571.625000 Penalty: 3438.697510
	Iteration 32Q: 3 clusters Score -2090572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -2090578.750000 Penalty: 3438.697510
	Iteration 33Q: 3 clusters Score -2090579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -2090582.375000 Penalty: 3438.697510
	Iteration 34Q: 3 clusters Score -2090582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -2090584.000000 Penalty: 3438.697510
	Iteration 35Q: 3 clusters Score -2090584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -2090586.375000 Penalty: 3438.697510
	Iteration 36Q: 3 clusters Score -2090586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -2090592.625000 Penalty: 3438.697510
	Iteration 37Q: 3 clusters Score -2090593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -2090595.875000 Penalty: 3438.697510
	Iteration 38Q: 3 clusters Score -2090596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -2090598.125000 Penalty: 3438.697510
	Iteration 39Q: 3 clusters Score -2090598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -2090599.500000 Penalty: 3438.697510
	Iteration 40F: 3 clusters Score -2090600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 38905 members 
Entering Unmasked Estep 
Score: -2090602.875000 Penalty: 3438.697510
	Iteration 41Q: 3 clusters Score -2090603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -2090608.250000 Penalty: 3438.697510
	Iteration 42Q: 3 clusters Score -2090608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
Score: -2090616.500000 Penalty: 3438.697510
	Iteration 43Q: 3 clusters Score -2090616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -2090621.375000 Penalty: 3438.697510
	Iteration 44Q: 3 clusters Score -2090621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 38922 members 
Entering Unmasked Estep 
Score: -2090622.500000 Penalty: 3438.697510
	Iteration 45Q: 3 clusters Score -2090622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -2090624.375000 Penalty: 3438.697510
	Iteration 46Q: 3 clusters Score -2090624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -2090625.125000 Penalty: 3438.697510
	Iteration 47Q: 3 clusters Score -2090625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -2090625.125000 Penalty: 3438.697510
	Iteration 48F: 3 clusters Score -2090625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Entering Unmasked Estep 
Score: -693863.125000 Penalty: 1550.040161
	Iteration 0F: 2 clusters Score -693863.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -684193.500000 Penalty: 3100.080322
	Iteration 0F: 3 clusters Score -684193.5 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -687321.062500 Penalty: 3100.080322
	Iteration 1F: 3 clusters Score -687321.1 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -687547.375000 Penalty: 3100.080322
	Iteration 2Q: 3 clusters Score -687547.4 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -687736.687500 Penalty: 3100.080322
	Iteration 3Q: 3 clusters Score -687736.7 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -687901.375000 Penalty: 3100.080322
	Iteration 4Q: 3 clusters Score -687901.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -688031.812500 Penalty: 3100.080322
	Iteration 5Q: 3 clusters Score -688031.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -688179.000000 Penalty: 3100.080322
	Iteration 6Q: 3 clusters Score -688179 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -688387.000000 Penalty: 3100.080322
	Iteration 7Q: 3 clusters Score -688387 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -688672.312500 Penalty: 3100.080322
	Iteration 8Q: 3 clusters Score -688672.3 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -689088.500000 Penalty: 3100.080322
	Iteration 9F: 3 clusters Score -689088.5 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -689702.500000 Penalty: 3100.080322
	Iteration 10F: 3 clusters Score -689702.5 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -690420.312500 Penalty: 3100.080322
	Iteration 11F: 3 clusters Score -690420.3 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -691161.687500 Penalty: 3100.080322
	Iteration 12F: 3 clusters Score -691161.7 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -691753.312500 Penalty: 3100.080322
	Iteration 13Q: 3 clusters Score -691753.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -692093.562500 Penalty: 3100.080322
	Iteration 14Q: 3 clusters Score -692093.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -692273.125000 Penalty: 3100.080322
	Iteration 15Q: 3 clusters Score -692273.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -692364.125000 Penalty: 3100.080322
	Iteration 16Q: 3 clusters Score -692364.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -692409.500000 Penalty: 3100.080322
	Iteration 17Q: 3 clusters Score -692409.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -692432.625000 Penalty: 3100.080322
	Iteration 18Q: 3 clusters Score -692432.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -692443.500000 Penalty: 3100.080322
	Iteration 19Q: 3 clusters Score -692443.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -692454.687500 Penalty: 3100.080322
	Iteration 20F: 3 clusters Score -692454.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -692462.500000 Penalty: 3100.080322
	Iteration 21Q: 3 clusters Score -692462.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -692468.562500 Penalty: 3100.080322
	Iteration 22Q: 3 clusters Score -692468.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -692475.125000 Penalty: 3100.080322
	Iteration 23Q: 3 clusters Score -692475.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -692477.375000 Penalty: 3100.080322
	Iteration 24Q: 3 clusters Score -692477.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -692477.375000 Penalty: 3100.080322
	Iteration 25F: 3 clusters Score -692477.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Entering Unmasked Estep 
Score: -54736.839844 Penalty: 1134.715210
	Iteration 0F: 2 clusters Score -54736.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -53234.691406 Penalty: 2269.430420
	Iteration 0F: 3 clusters Score -53234.69 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -53487.542969 Penalty: 2269.430420
	Iteration 1F: 3 clusters Score -53487.54 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -53563.734375 Penalty: 2269.430420
	Iteration 2F: 3 clusters Score -53563.73 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -53602.542969 Penalty: 2269.430420
	Iteration 3Q: 3 clusters Score -53602.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -53622.437500 Penalty: 2269.430420
	Iteration 4Q: 3 clusters Score -53622.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -53641.121094 Penalty: 2269.430420
	Iteration 5Q: 3 clusters Score -53641.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -53650.722656 Penalty: 2269.430420
	Iteration 6Q: 3 clusters Score -53650.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -53664.007812 Penalty: 2269.430420
	Iteration 7Q: 3 clusters Score -53664.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -53670.027344 Penalty: 2269.430420
	Iteration 8Q: 3 clusters Score -53670.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -53672.917969 Penalty: 2269.430420
	Iteration 9Q: 3 clusters Score -53672.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -53675.574219 Penalty: 2269.430420
	Iteration 10Q: 3 clusters Score -53675.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -53675.574219 Penalty: 2269.430420
	Iteration 11F: 3 clusters Score -53675.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (158110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158110 members 
Entering Unmasked Estep 
Score: -8364909.500000 Penalty: 1945.295044
	Iteration 0F: 2 clusters Score -8364910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78752 members 
Mstep: Class 2 contains 79358 members 
Entering Unmasked Estep 
Score: -8258700.000000 Penalty: 3890.590088
	Iteration 0F: 3 clusters Score -8258700 nChanged 76467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71897 members 
Mstep: Class 2 contains 86213 members 
Entering Unmasked Estep 
Score: -8303691.500000 Penalty: 3890.590088
	Iteration 1F: 3 clusters Score -8303692 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67045 members 
Mstep: Class 2 contains 91065 members 
Entering Unmasked Estep 
Score: -8305915.000000 Penalty: 3890.590088
	Iteration 2Q: 3 clusters Score -8305915 nChanged 8396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59637 members 
Mstep: Class 2 contains 98473 members 
Entering Unmasked Estep 
Score: -8309876.000000 Penalty: 3890.590088
	Iteration 3F: 3 clusters Score -8309876 nChanged 11126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49115 members 
Mstep: Class 2 contains 108995 members 
Entering Unmasked Estep 
Score: -8317056.000000 Penalty: 3890.590088
	Iteration 4F: 3 clusters Score -8317056 nChanged 13835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 122466 members 
Entering Unmasked Estep 
Score: -8328515.500000 Penalty: 3890.590088
	Iteration 5F: 3 clusters Score -8328516 nChanged 14286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 136610 members 
Entering Unmasked Estep 
Score: -8342344.500000 Penalty: 3890.590088
	Iteration 6F: 3 clusters Score -8342344 nChanged 11299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 147861 members 
Entering Unmasked Estep 
Score: -8353874.500000 Penalty: 3890.590088
	Iteration 7F: 3 clusters Score -8353874 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 154005 members 
Entering Unmasked Estep 
Score: -8359966.500000 Penalty: 3890.590088
	Iteration 8Q: 3 clusters Score -8359966 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 156504 members 
Entering Unmasked Estep 
Score: -8362162.500000 Penalty: 3890.590088
	Iteration 9Q: 3 clusters Score -8362162 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 157294 members 
Entering Unmasked Estep 
Score: -8362825.500000 Penalty: 3890.590088
	Iteration 10Q: 3 clusters Score -8362826 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 157550 members 
Entering Unmasked Estep 
Score: -8363051.000000 Penalty: 3890.590088
	Iteration 11Q: 3 clusters Score -8363051 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 157663 members 
Entering Unmasked Estep 
Score: -8363165.000000 Penalty: 3890.590088
	Iteration 12Q: 3 clusters Score -8363165 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 157713 members 
Entering Unmasked Estep 
Score: -8363249.500000 Penalty: 3890.590088
	Iteration 13Q: 3 clusters Score -8363250 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 157733 members 
Entering Unmasked Estep 
Score: -8363295.000000 Penalty: 3890.590088
	Iteration 14Q: 3 clusters Score -8363295 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 157739 members 
Entering Unmasked Estep 
Score: -8363309.000000 Penalty: 3890.590088
	Iteration 15Q: 3 clusters Score -8363309 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 157743 members 
Entering Unmasked Estep 
Score: -8363338.500000 Penalty: 3890.590088
	Iteration 16Q: 3 clusters Score -8363338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 157746 members 
Entering Unmasked Estep 
Score: -8363370.000000 Penalty: 3890.590088
	Iteration 17Q: 3 clusters Score -8363370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 157739 members 
Entering Unmasked Estep 
Score: -8363386.500000 Penalty: 3890.590088
	Iteration 18Q: 3 clusters Score -8363386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 157719 members 
Entering Unmasked Estep 
Score: -8363381.500000 Penalty: 3890.590088
	Iteration 19Q: 3 clusters Score -8363382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 157703 members 
Entering Unmasked Estep 
Score: -8363399.500000 Penalty: 3890.590088
	Iteration 20F: 3 clusters Score -8363400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 157691 members 
Entering Unmasked Estep 
Score: -8363405.500000 Penalty: 3890.590088
	Iteration 21Q: 3 clusters Score -8363406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 157687 members 
Entering Unmasked Estep 
Score: -8363419.000000 Penalty: 3890.590088
	Iteration 22Q: 3 clusters Score -8363419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 157678 members 
Entering Unmasked Estep 
Score: -8363441.000000 Penalty: 3890.590088
	Iteration 23Q: 3 clusters Score -8363441 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 157667 members 
Entering Unmasked Estep 
Score: -8363451.000000 Penalty: 3890.590088
	Iteration 24Q: 3 clusters Score -8363451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 157658 members 
Entering Unmasked Estep 
Score: -8363461.500000 Penalty: 3890.590088
	Iteration 25Q: 3 clusters Score -8363462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 157642 members 
Entering Unmasked Estep 
Score: -8363472.500000 Penalty: 3890.590088
	Iteration 26Q: 3 clusters Score -8363472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 157633 members 
Entering Unmasked Estep 
Score: -8363493.000000 Penalty: 3890.590088
	Iteration 27Q: 3 clusters Score -8363493 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 157620 members 
Entering Unmasked Estep 
Score: -8363505.000000 Penalty: 3890.590088
	Iteration 28Q: 3 clusters Score -8363505 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 157606 members 
Entering Unmasked Estep 
Score: -8363526.000000 Penalty: 3890.590088
	Iteration 29Q: 3 clusters Score -8363526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 157592 members 
Entering Unmasked Estep 
Score: -8363515.000000 Penalty: 3890.590088
	Iteration 30Q: 3 clusters Score -8363515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 157587 members 
Entering Unmasked Estep 
Score: -8363531.000000 Penalty: 3890.590088
	Iteration 31Q: 3 clusters Score -8363531 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 157577 members 
Entering Unmasked Estep 
Score: -8363543.500000 Penalty: 3890.590088
	Iteration 32Q: 3 clusters Score -8363544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 157568 members 
Entering Unmasked Estep 
Score: -8363548.500000 Penalty: 3890.590088
	Iteration 33Q: 3 clusters Score -8363548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 157565 members 
Entering Unmasked Estep 
Score: -8363551.500000 Penalty: 3890.590088
	Iteration 34Q: 3 clusters Score -8363552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 157558 members 
Entering Unmasked Estep 
Score: -8363559.000000 Penalty: 3890.590088
	Iteration 35Q: 3 clusters Score -8363559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 157552 members 
Entering Unmasked Estep 
Score: -8363557.500000 Penalty: 3890.590088
	Iteration 36Q: 3 clusters Score -8363558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 157552 members 
Entering Unmasked Estep 
Score: -8363559.000000 Penalty: 3890.590088
	Iteration 37Q: 3 clusters Score -8363559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 157547 members 
Entering Unmasked Estep 
Score: -8363550.500000 Penalty: 3890.590088
	Iteration 38Q: 3 clusters Score -8363550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 157540 members 
Entering Unmasked Estep 
Score: -8363555.000000 Penalty: 3890.590088
	Iteration 39Q: 3 clusters Score -8363555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 157533 members 
Entering Unmasked Estep 
Score: -8363574.500000 Penalty: 3890.590088
	Iteration 40F: 3 clusters Score -8363574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 157526 members 
Entering Unmasked Estep 
Score: -8363580.000000 Penalty: 3890.590088
	Iteration 41Q: 3 clusters Score -8363580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 157515 members 
Entering Unmasked Estep 
Score: -8363584.500000 Penalty: 3890.590088
	Iteration 42Q: 3 clusters Score -8363584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 157509 members 
Entering Unmasked Estep 
Score: -8363586.000000 Penalty: 3890.590088
	Iteration 43Q: 3 clusters Score -8363586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 157498 members 
Entering Unmasked Estep 
Score: -8363599.500000 Penalty: 3890.590088
	Iteration 44Q: 3 clusters Score -8363600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 157490 members 
Entering Unmasked Estep 
Score: -8363598.000000 Penalty: 3890.590088
	Iteration 45Q: 3 clusters Score -8363598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 157480 members 
Entering Unmasked Estep 
Score: -8363588.500000 Penalty: 3890.590088
	Iteration 46Q: 3 clusters Score -8363588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 157473 members 
Entering Unmasked Estep 
Score: -8363601.000000 Penalty: 3890.590088
	Iteration 47Q: 3 clusters Score -8363601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 157467 members 
Entering Unmasked Estep 
Score: -8363608.000000 Penalty: 3890.590088
	Iteration 48Q: 3 clusters Score -8363608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 157458 members 
Entering Unmasked Estep 
Score: -8363616.500000 Penalty: 3890.590088
	Iteration 49Q: 3 clusters Score -8363616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 157451 members 
Entering Unmasked Estep 
Score: -8363620.000000 Penalty: 3890.590088
	Iteration 50Q: 3 clusters Score -8363620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 157441 members 
Entering Unmasked Estep 
Score: -8363628.000000 Penalty: 3890.590088
	Iteration 51Q: 3 clusters Score -8363628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 157436 members 
Entering Unmasked Estep 
Score: -8363628.500000 Penalty: 3890.590088
	Iteration 52Q: 3 clusters Score -8363628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 157432 members 
Entering Unmasked Estep 
Score: -8363625.500000 Penalty: 3890.590088
	Iteration 53Q: 3 clusters Score -8363626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 157426 members 
Entering Unmasked Estep 
Score: -8363634.000000 Penalty: 3890.590088
	Iteration 54Q: 3 clusters Score -8363634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 157424 members 
Entering Unmasked Estep 
Score: -8363638.500000 Penalty: 3890.590088
	Iteration 55Q: 3 clusters Score -8363638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 157418 members 
Entering Unmasked Estep 
Score: -8363643.000000 Penalty: 3890.590088
	Iteration 56Q: 3 clusters Score -8363643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 157411 members 
Entering Unmasked Estep 
Score: -8363644.500000 Penalty: 3890.590088
	Iteration 57Q: 3 clusters Score -8363644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 157406 members 
Entering Unmasked Estep 
Score: -8363641.000000 Penalty: 3890.590088
	Iteration 58Q: 3 clusters Score -8363641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 157402 members 
Entering Unmasked Estep 
Score: -8363639.000000 Penalty: 3890.590088
	Iteration 59Q: 3 clusters Score -8363639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 157401 members 
Entering Unmasked Estep 
Score: -8363640.000000 Penalty: 3890.590088
	Iteration 60F: 3 clusters Score -8363640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 157400 members 
Entering Unmasked Estep 
Score: -8363646.000000 Penalty: 3890.590088
	Iteration 61Q: 3 clusters Score -8363646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 157400 members 
Entering Unmasked Estep 
Score: -8363646.000000 Penalty: 3890.590088
	Iteration 62F: 3 clusters Score -8363646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (34349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Entering Unmasked Estep 
Score: -1819821.125000 Penalty: 1697.203369
	Iteration 0F: 2 clusters Score -1819821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -1796761.000000 Penalty: 3394.406738
	Iteration 0F: 3 clusters Score -1796761 nChanged 15951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -1805662.750000 Penalty: 3394.406738
	Iteration 1F: 3 clusters Score -1805663 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -1806246.875000 Penalty: 3394.406738
	Iteration 2Q: 3 clusters Score -1806247 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -1807068.750000 Penalty: 3394.406738
	Iteration 3Q: 3 clusters Score -1807069 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -1808318.125000 Penalty: 3394.406738
	Iteration 4F: 3 clusters Score -1808318 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -1809976.375000 Penalty: 3394.406738
	Iteration 5F: 3 clusters Score -1809976 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -1811861.750000 Penalty: 3394.406738
	Iteration 6F: 3 clusters Score -1811862 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -1813597.125000 Penalty: 3394.406738
	Iteration 7F: 3 clusters Score -1813597 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -1814950.875000 Penalty: 3394.406738
	Iteration 8Q: 3 clusters Score -1814951 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -1815852.250000 Penalty: 3394.406738
	Iteration 9Q: 3 clusters Score -1815852 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -1816425.875000 Penalty: 3394.406738
	Iteration 10Q: 3 clusters Score -1816426 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -1816813.750000 Penalty: 3394.406738
	Iteration 11Q: 3 clusters Score -1816814 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -1817175.000000 Penalty: 3394.406738
	Iteration 12Q: 3 clusters Score -1817175 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -1817461.000000 Penalty: 3394.406738
	Iteration 13Q: 3 clusters Score -1817461 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -1817711.625000 Penalty: 3394.406738
	Iteration 14Q: 3 clusters Score -1817712 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -1817910.250000 Penalty: 3394.406738
	Iteration 15Q: 3 clusters Score -1817910 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -1818014.000000 Penalty: 3394.406738
	Iteration 16Q: 3 clusters Score -1818014 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -1818095.000000 Penalty: 3394.406738
	Iteration 17Q: 3 clusters Score -1818095 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -1818163.250000 Penalty: 3394.406738
	Iteration 18Q: 3 clusters Score -1818163 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -1818217.500000 Penalty: 3394.406738
	Iteration 19Q: 3 clusters Score -1818218 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -1818251.000000 Penalty: 3394.406738
	Iteration 20F: 3 clusters Score -1818251 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -1818269.250000 Penalty: 3394.406738
	Iteration 21Q: 3 clusters Score -1818269 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -1818290.250000 Penalty: 3394.406738
	Iteration 22Q: 3 clusters Score -1818290 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -1818305.000000 Penalty: 3394.406738
	Iteration 23Q: 3 clusters Score -1818305 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -1818315.625000 Penalty: 3394.406738
	Iteration 24Q: 3 clusters Score -1818316 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -1818321.375000 Penalty: 3394.406738
	Iteration 25Q: 3 clusters Score -1818321 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -1818331.375000 Penalty: 3394.406738
	Iteration 26Q: 3 clusters Score -1818331 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -1818335.750000 Penalty: 3394.406738
	Iteration 27Q: 3 clusters Score -1818336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -1818342.250000 Penalty: 3394.406738
	Iteration 28Q: 3 clusters Score -1818342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -1818339.625000 Penalty: 3394.406738
	Iteration 29Q: 3 clusters Score -1818340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -1818347.125000 Penalty: 3394.406738
	Iteration 30Q: 3 clusters Score -1818347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
Score: -1818352.000000 Penalty: 3394.406738
	Iteration 31Q: 3 clusters Score -1818352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -1818355.000000 Penalty: 3394.406738
	Iteration 32Q: 3 clusters Score -1818355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -1818357.500000 Penalty: 3394.406738
	Iteration 33Q: 3 clusters Score -1818358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -1818358.375000 Penalty: 3394.406738
	Iteration 34Q: 3 clusters Score -1818358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -1818361.750000 Penalty: 3394.406738
	Iteration 35Q: 3 clusters Score -1818362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -1818366.875000 Penalty: 3394.406738
	Iteration 36Q: 3 clusters Score -1818367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -1818367.125000 Penalty: 3394.406738
	Iteration 37Q: 3 clusters Score -1818367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -1818373.875000 Penalty: 3394.406738
	Iteration 38Q: 3 clusters Score -1818374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -1818378.000000 Penalty: 3394.406738
	Iteration 39Q: 3 clusters Score -1818378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -1818382.000000 Penalty: 3394.406738
	Iteration 40F: 3 clusters Score -1818382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -1818386.375000 Penalty: 3394.406738
	Iteration 41Q: 3 clusters Score -1818386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -1818388.250000 Penalty: 3394.406738
	Iteration 42Q: 3 clusters Score -1818388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -1818388.250000 Penalty: 3394.406738
	Iteration 43F: 3 clusters Score -1818388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Entering Unmasked Estep 
Score: -373789.187500 Penalty: 1440.567261
	Iteration 0F: 2 clusters Score -373789.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -368434.343750 Penalty: 2881.134521
	Iteration 0F: 3 clusters Score -368434.3 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -369935.343750 Penalty: 2881.134521
	Iteration 1F: 3 clusters Score -369935.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -370099.406250 Penalty: 2881.134521
	Iteration 2F: 3 clusters Score -370099.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -370213.187500 Penalty: 2881.134521
	Iteration 3Q: 3 clusters Score -370213.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -370318.406250 Penalty: 2881.134521
	Iteration 4Q: 3 clusters Score -370318.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -370398.250000 Penalty: 2881.134521
	Iteration 5Q: 3 clusters Score -370398.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -370465.812500 Penalty: 2881.134521
	Iteration 6Q: 3 clusters Score -370465.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -370526.656250 Penalty: 2881.134521
	Iteration 7Q: 3 clusters Score -370526.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -370596.000000 Penalty: 2881.134521
	Iteration 8Q: 3 clusters Score -370596 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -370669.968750 Penalty: 2881.134521
	Iteration 9Q: 3 clusters Score -370670 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -370758.843750 Penalty: 2881.134521
	Iteration 10Q: 3 clusters Score -370758.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -370869.406250 Penalty: 2881.134521
	Iteration 11Q: 3 clusters Score -370869.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -371031.562500 Penalty: 2881.134521
	Iteration 12Q: 3 clusters Score -371031.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -371238.312500 Penalty: 2881.134521
	Iteration 13Q: 3 clusters Score -371238.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -371478.468750 Penalty: 2881.134521
	Iteration 14Q: 3 clusters Score -371478.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -371744.906250 Penalty: 2881.134521
	Iteration 15Q: 3 clusters Score -371744.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -371965.375000 Penalty: 2881.134521
	Iteration 16Q: 3 clusters Score -371965.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -372160.312500 Penalty: 2881.134521
	Iteration 17Q: 3 clusters Score -372160.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -372299.562500 Penalty: 2881.134521
	Iteration 18Q: 3 clusters Score -372299.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -372375.937500 Penalty: 2881.134521
	Iteration 19Q: 3 clusters Score -372375.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -372428.187500 Penalty: 2881.134521
	Iteration 20F: 3 clusters Score -372428.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -372461.250000 Penalty: 2881.134521
	Iteration 21Q: 3 clusters Score -372461.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -372489.187500 Penalty: 2881.134521
	Iteration 22Q: 3 clusters Score -372489.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -372503.000000 Penalty: 2881.134521
	Iteration 23Q: 3 clusters Score -372503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -372519.281250 Penalty: 2881.134521
	Iteration 24Q: 3 clusters Score -372519.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -372530.968750 Penalty: 2881.134521
	Iteration 25Q: 3 clusters Score -372531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -372535.656250 Penalty: 2881.134521
	Iteration 26Q: 3 clusters Score -372535.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -372538.125000 Penalty: 2881.134521
	Iteration 27Q: 3 clusters Score -372538.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -372540.468750 Penalty: 2881.134521
	Iteration 28Q: 3 clusters Score -372540.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -372542.968750 Penalty: 2881.134521
	Iteration 29Q: 3 clusters Score -372543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -372545.781250 Penalty: 2881.134521
	Iteration 30Q: 3 clusters Score -372545.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -372545.781250 Penalty: 2881.134521
	Iteration 31F: 3 clusters Score -372545.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Entering Unmasked Estep 
Score: -97049.406250 Penalty: 1218.296143
	Iteration 0F: 2 clusters Score -97049.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -95061.718750 Penalty: 2436.592285
	Iteration 0F: 3 clusters Score -95061.72 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -95501.453125 Penalty: 2436.592285
	Iteration 1F: 3 clusters Score -95501.45 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -95595.664062 Penalty: 2436.592285
	Iteration 2F: 3 clusters Score -95595.66 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -95644.570312 Penalty: 2436.592285
	Iteration 3Q: 3 clusters Score -95644.57 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -95672.742188 Penalty: 2436.592285
	Iteration 4Q: 3 clusters Score -95672.74 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -95689.437500 Penalty: 2436.592285
	Iteration 5Q: 3 clusters Score -95689.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -95700.507812 Penalty: 2436.592285
	Iteration 6Q: 3 clusters Score -95700.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -95712.343750 Penalty: 2436.592285
	Iteration 7Q: 3 clusters Score -95712.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -95723.906250 Penalty: 2436.592285
	Iteration 8Q: 3 clusters Score -95723.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -95735.421875 Penalty: 2436.592285
	Iteration 9Q: 3 clusters Score -95735.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -95738.546875 Penalty: 2436.592285
	Iteration 10Q: 3 clusters Score -95738.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -95739.593750 Penalty: 2436.592285
	Iteration 11Q: 3 clusters Score -95739.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -95740.125000 Penalty: 2436.592285
	Iteration 12Q: 3 clusters Score -95740.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -95741.531250 Penalty: 2436.592285
	Iteration 13Q: 3 clusters Score -95741.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -95743.179688 Penalty: 2436.592285
	Iteration 14Q: 3 clusters Score -95743.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -95745.734375 Penalty: 2436.592285
	Iteration 15Q: 3 clusters Score -95745.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -95747.179688 Penalty: 2436.592285
	Iteration 16Q: 3 clusters Score -95747.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -95748.226562 Penalty: 2436.592285
	Iteration 17Q: 3 clusters Score -95748.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -95748.601562 Penalty: 2436.592285
	Iteration 18Q: 3 clusters Score -95748.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -95748.898438 Penalty: 2436.592285
	Iteration 19Q: 3 clusters Score -95748.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -95748.898438 Penalty: 2436.592285
	Iteration 20F: 3 clusters Score -95748.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Entering Unmasked Estep 
Score: -152197.656250 Penalty: 1292.642578
	Iteration 0F: 2 clusters Score -152197.7 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 1448 members 
Entering Unmasked Estep 
Score: -149545.937500 Penalty: 2585.285156
	Iteration 0F: 3 clusters Score -149545.9 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -150194.750000 Penalty: 2585.285156
	Iteration 1F: 3 clusters Score -150194.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -150300.093750 Penalty: 2585.285156
	Iteration 2F: 3 clusters Score -150300.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -150352.218750 Penalty: 2585.285156
	Iteration 3Q: 3 clusters Score -150352.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -150388.984375 Penalty: 2585.285156
	Iteration 4Q: 3 clusters Score -150389 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -150416.312500 Penalty: 2585.285156
	Iteration 5Q: 3 clusters Score -150416.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -150436.671875 Penalty: 2585.285156
	Iteration 6Q: 3 clusters Score -150436.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -150452.703125 Penalty: 2585.285156
	Iteration 7Q: 3 clusters Score -150452.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -150463.375000 Penalty: 2585.285156
	Iteration 8Q: 3 clusters Score -150463.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -150468.859375 Penalty: 2585.285156
	Iteration 9Q: 3 clusters Score -150468.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -150472.265625 Penalty: 2585.285156
	Iteration 10Q: 3 clusters Score -150472.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -150475.687500 Penalty: 2585.285156
	Iteration 11Q: 3 clusters Score -150475.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -150481.218750 Penalty: 2585.285156
	Iteration 12Q: 3 clusters Score -150481.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -150484.640625 Penalty: 2585.285156
	Iteration 13Q: 3 clusters Score -150484.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -150487.078125 Penalty: 2585.285156
	Iteration 14Q: 3 clusters Score -150487.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -150488.281250 Penalty: 2585.285156
	Iteration 15Q: 3 clusters Score -150488.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -150488.312500 Penalty: 2585.285156
	Iteration 16Q: 3 clusters Score -150488.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -150489.187500 Penalty: 2585.285156
	Iteration 17Q: 3 clusters Score -150489.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -150490.015625 Penalty: 2585.285156
	Iteration 18Q: 3 clusters Score -150490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -150490.125000 Penalty: 2585.285156
	Iteration 19Q: 3 clusters Score -150490.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -150490.203125 Penalty: 2585.285156
	Iteration 20F: 3 clusters Score -150490.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 41061 members 
Mstep: Class 3 contains 8190 members 
Mstep: Class 4 contains 3270 members 
Mstep: Class 6 contains 41402 members 
Mstep: Class 7 contains 9991 members 
Mstep: Class 8 contains 2128 members 
Mstep: Class 9 contains 13054 members 
Mstep: Class 10 contains 39364 members 
Mstep: Class 11 contains 13887 members 
Mstep: Class 12 contains 1078 members 
Mstep: Class 13 contains 158110 members 
Mstep: Class 14 contains 34349 members 
Mstep: Class 15 contains 7080 members 
Mstep: Class 18 contains 1803 members 
Mstep: Class 20 contains 2849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084902.000000 Penalty: 36692.683594
Iteration 199Q: 18 clusters Score -2.90849e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 41170 members 
Mstep: Class 3 contains 8216 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 203984 members 
Mstep: Class 6 contains 41609 members 
Mstep: Class 7 contains 9988 members 
Mstep: Class 8 contains 2151 members 
Mstep: Class 9 contains 13049 members 
Mstep: Class 10 contains 39369 members 
Mstep: Class 11 contains 13940 members 
Mstep: Class 12 contains 1077 members 
Mstep: Class 13 contains 158425 members 
Mstep: Class 14 contains 34356 members 
Mstep: Class 15 contains 7162 members 
Mstep: Class 18 contains 1806 members 
Mstep: Class 20 contains 2847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084974.000000 Penalty: 36692.683594
Iteration 200F: 18 clusters Score -2.908497e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 41081 members 
Mstep: Class 3 contains 8082 members 
Mstep: Class 4 contains 3258 members 
Mstep: Class 5 contains 205549 members 
Mstep: Class 6 contains 41448 members 
Mstep: Class 7 contains 9984 members 
Mstep: Class 8 contains 2146 members 
Mstep: Class 9 contains 13079 members 
Mstep: Class 10 contains 39385 members 
Mstep: Class 11 contains 13553 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 158077 members 
Mstep: Class 14 contains 34090 members 
Mstep: Class 15 contains 7142 members 
Mstep: Class 18 contains 1766 members 
Mstep: Class 20 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2131.704346 but Gain 2158.394531
Score: -29085290.000000 Penalty: 34534.289062
Iteration 201Q: 17 clusters Score -2.908529e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 41024 members 
Mstep: Class 3 contains 7994 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 207191 members 
Mstep: Class 6 contains 41316 members 
Mstep: Class 7 contains 9981 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 13149 members 
Mstep: Class 10 contains 39409 members 
Mstep: Class 11 contains 13643 members 
Mstep: Class 13 contains 157786 members 
Mstep: Class 14 contains 33900 members 
Mstep: Class 15 contains 7125 members 
Mstep: Class 18 contains 1736 members 
Mstep: Class 20 contains 2678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086626.000000 Penalty: 34534.289062
Iteration 202Q: 17 clusters Score -2.908663e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 40986 members 
Mstep: Class 3 contains 7937 members 
Mstep: Class 4 contains 3184 members 
Mstep: Class 5 contains 207943 members 
Mstep: Class 6 contains 41229 members 
Mstep: Class 7 contains 9979 members 
Mstep: Class 8 contains 2162 members 
Mstep: Class 9 contains 13277 members 
Mstep: Class 10 contains 39443 members 
Mstep: Class 11 contains 13611 members 
Mstep: Class 13 contains 157513 members 
Mstep: Class 14 contains 33741 members 
Mstep: Class 15 contains 7125 members 
Mstep: Class 18 contains 1718 members 
Mstep: Class 20 contains 2505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086910.000000 Penalty: 34534.289062
Iteration 203Q: 17 clusters Score -2.908691e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 40962 members 
Mstep: Class 3 contains 7886 members 
Mstep: Class 4 contains 3115 members 
Mstep: Class 5 contains 208522 members 
Mstep: Class 6 contains 41161 members 
Mstep: Class 7 contains 9977 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 13414 members 
Mstep: Class 10 contains 39476 members 
Mstep: Class 11 contains 13609 members 
Mstep: Class 13 contains 157292 members 
Mstep: Class 14 contains 33591 members 
Mstep: Class 15 contains 7119 members 
Mstep: Class 18 contains 1697 members 
Mstep: Class 20 contains 2359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29087074.000000 Penalty: 34534.289062
Iteration 204Q: 17 clusters Score -2.908707e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 40955 members 
Mstep: Class 3 contains 7857 members 
Mstep: Class 4 contains 3057 members 
Mstep: Class 5 contains 209018 members 
Mstep: Class 6 contains 41094 members 
Mstep: Class 7 contains 9977 members 
Mstep: Class 8 contains 2166 members 
Mstep: Class 9 contains 13555 members 
Mstep: Class 10 contains 39502 members 
Mstep: Class 11 contains 13595 members 
Mstep: Class 13 contains 157108 members 
Mstep: Class 14 contains 33451 members 
Mstep: Class 15 contains 7111 members 
Mstep: Class 18 contains 1670 members 
Mstep: Class 20 contains 2225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29087182.000000 Penalty: 34534.289062
Iteration 205Q: 17 clusters Score -2.908718e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 40955 members 
Mstep: Class 3 contains 7832 members 
Mstep: Class 4 contains 3007 members 
Mstep: Class 5 contains 209434 members 
Mstep: Class 6 contains 41031 members 
Mstep: Class 7 contains 9976 members 
Mstep: Class 8 contains 2165 members 
Mstep: Class 9 contains 13674 members 
Mstep: Class 10 contains 39539 members 
Mstep: Class 11 contains 13593 members 
Mstep: Class 13 contains 156926 members 
Mstep: Class 14 contains 33321 members 
Mstep: Class 15 contains 7117 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 20 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29087242.000000 Penalty: 34534.289062
Iteration 206Q: 17 clusters Score -2.908724e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 40947 members 
Mstep: Class 3 contains 7810 members 
Mstep: Class 4 contains 2963 members 
Mstep: Class 5 contains 209771 members 
Mstep: Class 6 contains 40992 members 
Mstep: Class 7 contains 9976 members 
Mstep: Class 8 contains 2169 members 
Mstep: Class 9 contains 13792 members 
Mstep: Class 10 contains 39575 members 
Mstep: Class 11 contains 13596 members 
Mstep: Class 13 contains 156780 members 
Mstep: Class 14 contains 33203 members 
Mstep: Class 15 contains 7109 members 
Mstep: Class 18 contains 1620 members 
Mstep: Class 20 contains 2054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29087270.000000 Penalty: 34534.289062
Iteration 207Q: 17 clusters Score -2.908727e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 40943 members 
Mstep: Class 3 contains 7788 members 
Mstep: Class 4 contains 2927 members 
Mstep: Class 5 contains 210040 members 
Mstep: Class 6 contains 40962 members 
Mstep: Class 7 contains 9974 members 
Mstep: Class 8 contains 2169 members 
Mstep: Class 9 contains 13913 members 
Mstep: Class 10 contains 39607 members 
Mstep: Class 11 contains 13589 members 
Mstep: Class 13 contains 156650 members 
Mstep: Class 14 contains 33100 members 
Mstep: Class 15 contains 7121 members 
Mstep: Class 18 contains 1595 members 
Mstep: Class 20 contains 1983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29087248.000000 Penalty: 34534.289062
Iteration 208Q: 17 clusters Score -2.908725e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 40943 members 
Mstep: Class 3 contains 7774 members 
Mstep: Class 4 contains 2901 members 
Mstep: Class 5 contains 210297 members 
Mstep: Class 6 contains 40933 members 
Mstep: Class 7 contains 9971 members 
Mstep: Class 8 contains 2170 members 
Mstep: Class 9 contains 14022 members 
Mstep: Class 10 contains 39634 members 
Mstep: Class 11 contains 13580 members 
Mstep: Class 13 contains 156546 members 
Mstep: Class 14 contains 32996 members 
Mstep: Class 15 contains 7127 members 
Mstep: Class 18 contains 1563 members 
Mstep: Class 20 contains 1909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29087376.000000 Penalty: 34534.289062
Iteration 209Q: 17 clusters Score -2.908738e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 40946 members 
Mstep: Class 3 contains 7757 members 
Mstep: Class 4 contains 2880 members 
Mstep: Class 5 contains 210541 members 
Mstep: Class 6 contains 40912 members 
Mstep: Class 7 contains 9966 members 
Mstep: Class 8 contains 2171 members 
Mstep: Class 9 contains 14131 members 
Mstep: Class 10 contains 39657 members 
Mstep: Class 11 contains 13547 members 
Mstep: Class 13 contains 156423 members 
Mstep: Class 14 contains 32900 members 
Mstep: Class 15 contains 7123 members 
Mstep: Class 18 contains 1555 members 
Mstep: Class 20 contains 1859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29087378.000000 Penalty: 34534.289062
Iteration 210Q: 17 clusters Score -2.908738e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 40943 members 
Mstep: Class 3 contains 7741 members 
Mstep: Class 4 contains 2864 members 
Mstep: Class 5 contains 210735 members 
Mstep: Class 6 contains 40889 members 
Mstep: Class 7 contains 9964 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 14235 members 
Mstep: Class 10 contains 39676 members 
Mstep: Class 11 contains 13524 members 
Mstep: Class 13 contains 156327 members 
Mstep: Class 14 contains 32810 members 
Mstep: Class 15 contains 7125 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 20 contains 1816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29087508.000000 Penalty: 34534.289062
Iteration 211Q: 17 clusters Score -2.908751e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 40942 members 
Mstep: Class 3 contains 7729 members 
Mstep: Class 4 contains 2854 members 
Mstep: Class 5 contains 210879 members 
Mstep: Class 6 contains 40875 members 
Mstep: Class 7 contains 9965 members 
Mstep: Class 8 contains 2175 members 
Mstep: Class 9 contains 14334 members 
Mstep: Class 10 contains 39690 members 
Mstep: Class 11 contains 13513 members 
Mstep: Class 13 contains 156239 members 
Mstep: Class 14 contains 32727 members 
Mstep: Class 15 contains 7126 members 
Mstep: Class 18 contains 1545 members 
Mstep: Class 20 contains 1781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29087440.000000 Penalty: 34534.289062
Iteration 212Q: 17 clusters Score -2.908744e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 40948 members 
Mstep: Class 3 contains 7717 members 
Mstep: Class 4 contains 2846 members 
Mstep: Class 5 contains 211011 members 
Mstep: Class 6 contains 40858 members 
Mstep: Class 7 contains 9964 members 
Mstep: Class 8 contains 2177 members 
Mstep: Class 9 contains 14413 members 
Mstep: Class 10 contains 39705 members 
Mstep: Class 11 contains 13503 members 
Mstep: Class 13 contains 156175 members 
Mstep: Class 14 contains 32652 members 
Mstep: Class 15 contains 7128 members 
Mstep: Class 18 contains 1534 members 
Mstep: Class 20 contains 1743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29087482.000000 Penalty: 34534.289062
Iteration 213Q: 17 clusters Score -2.908748e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 40951 members 
Mstep: Class 3 contains 7702 members 
Mstep: Class 4 contains 2838 members 
Mstep: Class 5 contains 211126 members 
Mstep: Class 6 contains 40843 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 8 contains 2178 members 
Mstep: Class 9 contains 14500 members 
Mstep: Class 10 contains 39715 members 
Mstep: Class 11 contains 13496 members 
Mstep: Class 13 contains 156119 members 
Mstep: Class 14 contains 32585 members 
Mstep: Class 15 contains 7131 members 
Mstep: Class 18 contains 1527 members 
Mstep: Class 20 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29087512.000000 Penalty: 34534.289062
Iteration 214Q: 17 clusters Score -2.908751e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 40953 members 
Mstep: Class 3 contains 7694 members 
Mstep: Class 4 contains 2830 members 
Mstep: Class 5 contains 211222 members 
Mstep: Class 6 contains 40825 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 8 contains 2176 members 
Mstep: Class 9 contains 14589 members 
Mstep: Class 10 contains 39737 members 
Mstep: Class 11 contains 13492 members 
Mstep: Class 13 contains 156066 members 
Mstep: Class 14 contains 32515 members 
Mstep: Class 15 contains 7132 members 
Mstep: Class 18 contains 1521 members 
Mstep: Class 20 contains 1659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29087448.000000 Penalty: 34534.289062
Iteration 215Q: 17 clusters Score -2.908745e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 40954 members 
Mstep: Class 3 contains 7688 members 
Mstep: Class 4 contains 2815 members 
Mstep: Class 5 contains 211311 members 
Mstep: Class 6 contains 40801 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 8 contains 2177 members 
Mstep: Class 9 contains 14685 members 
Mstep: Class 10 contains 39756 members 
Mstep: Class 11 contains 13500 members 
Mstep: Class 13 contains 156011 members 
Mstep: Class 14 contains 32441 members 
Mstep: Class 15 contains 7131 members 
Mstep: Class 18 contains 1515 members 
Mstep: Class 20 contains 1629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29087474.000000 Penalty: 34534.289062
Iteration 216Q: 17 clusters Score -2.908747e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 40962 members 
Mstep: Class 3 contains 7681 members 
Mstep: Class 4 contains 2804 members 
Mstep: Class 5 contains 211399 members 
Mstep: Class 6 contains 40788 members 
Mstep: Class 7 contains 9962 members 
Mstep: Class 8 contains 2182 members 
Mstep: Class 9 contains 14785 members 
Mstep: Class 10 contains 39774 members 
Mstep: Class 11 contains 13489 members 
Mstep: Class 13 contains 155942 members 
Mstep: Class 14 contains 32370 members 
Mstep: Class 15 contains 7128 members 
Mstep: Class 18 contains 1509 members 
Mstep: Class 20 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29087506.000000 Penalty: 34534.289062
Iteration 217Q: 17 clusters Score -2.908751e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 40972 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 2800 members 
Mstep: Class 5 contains 211509 members 
Mstep: Class 6 contains 40780 members 
Mstep: Class 7 contains 9962 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 14867 members 
Mstep: Class 10 contains 39794 members 
Mstep: Class 11 contains 13476 members 
Mstep: Class 13 contains 155873 members 
Mstep: Class 14 contains 32293 members 
Mstep: Class 15 contains 7125 members 
Mstep: Class 18 contains 1498 members 
Mstep: Class 20 contains 1573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29087550.000000 Penalty: 34534.289062
Iteration 218Q: 17 clusters Score -2.908755e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 40975 members 
Mstep: Class 3 contains 7665 members 
Mstep: Class 4 contains 2798 members 
Mstep: Class 5 contains 211613 members 
Mstep: Class 6 contains 40768 members 
Mstep: Class 7 contains 9961 members 
Mstep: Class 8 contains 2185 members 
Mstep: Class 9 contains 14949 members 
Mstep: Class 10 contains 39813 members 
Mstep: Class 11 contains 13462 members 
Mstep: Class 13 contains 155799 members 
Mstep: Class 14 contains 32242 members 
Mstep: Class 15 contains 7122 members 
Mstep: Class 18 contains 1490 members 
Mstep: Class 20 contains 1543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29087558.000000 Penalty: 34534.289062
Iteration 219Q: 17 clusters Score -2.908756e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 40978 members 
Mstep: Class 3 contains 7654 members 
Mstep: Class 4 contains 2796 members 
Mstep: Class 5 contains 211707 members 
Mstep: Class 6 contains 40761 members 
Mstep: Class 7 contains 9960 members 
Mstep: Class 8 contains 2185 members 
Mstep: Class 9 contains 15027 members 
Mstep: Class 10 contains 39838 members 
Mstep: Class 11 contains 13454 members 
Mstep: Class 13 contains 155735 members 
Mstep: Class 14 contains 32182 members 
Mstep: Class 15 contains 7121 members 
Mstep: Class 18 contains 1481 members 
Mstep: Class 20 contains 1507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29087534.000000 Penalty: 34534.289062
Iteration 220F: 17 clusters Score -2.908753e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 40982 members 
Mstep: Class 3 contains 7645 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 211759 members 
Mstep: Class 6 contains 40756 members 
Mstep: Class 7 contains 9959 members 
Mstep: Class 8 contains 2188 members 
Mstep: Class 9 contains 15110 members 
Mstep: Class 10 contains 39868 members 
Mstep: Class 11 contains 13443 members 
Mstep: Class 13 contains 155671 members 
Mstep: Class 14 contains 32136 members 
Mstep: Class 15 contains 7121 members 
Mstep: Class 18 contains 1474 members 
Mstep: Class 20 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29087562.000000 Penalty: 34534.289062
Iteration 221Q: 17 clusters Score -2.908756e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 40985 members 
Mstep: Class 3 contains 7642 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 211775 members 
Mstep: Class 6 contains 40748 members 
Mstep: Class 7 contains 9957 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 15207 members 
Mstep: Class 10 contains 39889 members 
Mstep: Class 11 contains 13437 members 
Mstep: Class 13 contains 155618 members 
Mstep: Class 14 contains 32091 members 
Mstep: Class 15 contains 7121 members 
Mstep: Class 18 contains 1473 members 
Mstep: Class 20 contains 1465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29087666.000000 Penalty: 34534.289062
Iteration 222Q: 17 clusters Score -2.908767e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 40989 members 
Mstep: Class 3 contains 7635 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 211764 members 
Mstep: Class 6 contains 40748 members 
Mstep: Class 7 contains 9955 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 15304 members 
Mstep: Class 10 contains 39910 members 
Mstep: Class 11 contains 13439 members 
Mstep: Class 13 contains 155578 members 
Mstep: Class 14 contains 32051 members 
Mstep: Class 15 contains 7118 members 
Mstep: Class 18 contains 1472 members 
Mstep: Class 20 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29087686.000000 Penalty: 34534.289062
Iteration 223Q: 17 clusters Score -2.908769e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 40994 members 
Mstep: Class 3 contains 7629 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 211770 members 
Mstep: Class 6 contains 40746 members 
Mstep: Class 7 contains 9955 members 
Mstep: Class 8 contains 2187 members 
Mstep: Class 9 contains 15403 members 
Mstep: Class 10 contains 39927 members 
Mstep: Class 11 contains 13438 members 
Mstep: Class 13 contains 155536 members 
Mstep: Class 14 contains 32011 members 
Mstep: Class 15 contains 7113 members 
Mstep: Class 18 contains 1466 members 
Mstep: Class 20 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29087776.000000 Penalty: 34534.289062
Iteration 224Q: 17 clusters Score -2.908778e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 40997 members 
Mstep: Class 3 contains 7621 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 211778 members 
Mstep: Class 6 contains 40742 members 
Mstep: Class 7 contains 9955 members 
Mstep: Class 8 contains 2188 members 
Mstep: Class 9 contains 15493 members 
Mstep: Class 10 contains 39947 members 
Mstep: Class 11 contains 13434 members 
Mstep: Class 13 contains 155500 members 
Mstep: Class 14 contains 31970 members 
Mstep: Class 15 contains 7111 members 
Mstep: Class 18 contains 1461 members 
Mstep: Class 20 contains 1409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29087778.000000 Penalty: 34534.289062
Iteration 225Q: 17 clusters Score -2.908778e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 41000 members 
Mstep: Class 3 contains 7616 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 211784 members 
Mstep: Class 6 contains 40741 members 
Mstep: Class 7 contains 9954 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 15579 members 
Mstep: Class 10 contains 39966 members 
Mstep: Class 11 contains 13431 members 
Mstep: Class 13 contains 155466 members 
Mstep: Class 14 contains 31927 members 
Mstep: Class 15 contains 7108 members 
Mstep: Class 18 contains 1460 members 
Mstep: Class 20 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29087748.000000 Penalty: 34534.289062
Iteration 226Q: 17 clusters Score -2.908775e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 41001 members 
Mstep: Class 3 contains 7614 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 211769 members 
Mstep: Class 6 contains 40744 members 
Mstep: Class 7 contains 9954 members 
Mstep: Class 8 contains 2191 members 
Mstep: Class 9 contains 15665 members 
Mstep: Class 10 contains 39978 members 
Mstep: Class 11 contains 13422 members 
Mstep: Class 13 contains 155436 members 
Mstep: Class 14 contains 31896 members 
Mstep: Class 15 contains 7111 members 
Mstep: Class 18 contains 1458 members 
Mstep: Class 20 contains 1367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29087750.000000 Penalty: 34534.289062
Iteration 227Q: 17 clusters Score -2.908775e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 41003 members 
Mstep: Class 3 contains 7615 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 211747 members 
Mstep: Class 6 contains 40742 members 
Mstep: Class 7 contains 9954 members 
Mstep: Class 8 contains 2194 members 
Mstep: Class 9 contains 15750 members 
Mstep: Class 10 contains 39989 members 
Mstep: Class 11 contains 13414 members 
Mstep: Class 13 contains 155407 members 
Mstep: Class 14 contains 31870 members 
Mstep: Class 15 contains 7113 members 
Mstep: Class 18 contains 1456 members 
Mstep: Class 20 contains 1353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29087762.000000 Penalty: 34534.289062
Iteration 228Q: 17 clusters Score -2.908776e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 41004 members 
Mstep: Class 3 contains 7613 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 211705 members 
Mstep: Class 6 contains 40741 members 
Mstep: Class 7 contains 9954 members 
Mstep: Class 8 contains 2195 members 
Mstep: Class 9 contains 15842 members 
Mstep: Class 10 contains 39996 members 
Mstep: Class 11 contains 13405 members 
Mstep: Class 13 contains 155393 members 
Mstep: Class 14 contains 31844 members 
Mstep: Class 15 contains 7119 members 
Mstep: Class 18 contains 1457 members 
Mstep: Class 20 contains 1342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29087824.000000 Penalty: 34534.289062
Iteration 229Q: 17 clusters Score -2.908782e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 41003 members 
Mstep: Class 3 contains 7611 members 
Mstep: Class 4 contains 2789 members 
Mstep: Class 5 contains 211676 members 
Mstep: Class 6 contains 40738 members 
Mstep: Class 7 contains 9954 members 
Mstep: Class 8 contains 2195 members 
Mstep: Class 9 contains 15925 members 
Mstep: Class 10 contains 39998 members 
Mstep: Class 11 contains 13395 members 
Mstep: Class 13 contains 155382 members 
Mstep: Class 14 contains 31826 members 
Mstep: Class 15 contains 7120 members 
Mstep: Class 18 contains 1457 members 
Mstep: Class 20 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2157.375977 but Gain 2158.392578
Score: -29087804.000000 Penalty: 32375.896484
Iteration 230Q: 16 clusters Score -2.90878e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 41007 members 
Mstep: Class 3 contains 7606 members 
Mstep: Class 4 contains 2789 members 
Mstep: Class 5 contains 212457 members 
Mstep: Class 6 contains 40732 members 
Mstep: Class 7 contains 9954 members 
Mstep: Class 8 contains 2199 members 
Mstep: Class 9 contains 16009 members 
Mstep: Class 10 contains 40023 members 
Mstep: Class 11 contains 13428 members 
Mstep: Class 13 contains 155630 members 
Mstep: Class 14 contains 31844 members 
Mstep: Class 15 contains 7122 members 
Mstep: Class 18 contains 1454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29089266.000000 Penalty: 32375.896484
Iteration 231Q: 16 clusters Score -2.908927e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 41025 members 
Mstep: Class 3 contains 7604 members 
Mstep: Class 4 contains 2784 members 
Mstep: Class 5 contains 212575 members 
Mstep: Class 6 contains 40756 members 
Mstep: Class 7 contains 9952 members 
Mstep: Class 8 contains 2204 members 
Mstep: Class 9 contains 16114 members 
Mstep: Class 10 contains 40019 members 
Mstep: Class 11 contains 13394 members 
Mstep: Class 13 contains 155463 members 
Mstep: Class 14 contains 31757 members 
Mstep: Class 15 contains 7130 members 
Mstep: Class 18 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29089274.000000 Penalty: 32375.896484
Iteration 232Q: 16 clusters Score -2.908927e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 41031 members 
Mstep: Class 3 contains 7601 members 
Mstep: Class 4 contains 2779 members 
Mstep: Class 5 contains 212687 members 
Mstep: Class 6 contains 40764 members 
Mstep: Class 7 contains 9950 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 16223 members 
Mstep: Class 10 contains 40016 members 
Mstep: Class 11 contains 13364 members 
Mstep: Class 13 contains 155323 members 
Mstep: Class 14 contains 31680 members 
Mstep: Class 15 contains 7135 members 
Mstep: Class 18 contains 1445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29089336.000000 Penalty: 32375.896484
Iteration 233Q: 16 clusters Score -2.908934e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 41041 members 
Mstep: Class 3 contains 7600 members 
Mstep: Class 4 contains 2776 members 
Mstep: Class 5 contains 212735 members 
Mstep: Class 6 contains 40776 members 
Mstep: Class 7 contains 9946 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 16339 members 
Mstep: Class 10 contains 40023 members 
Mstep: Class 11 contains 13347 members 
Mstep: Class 13 contains 155213 members 
Mstep: Class 14 contains 31610 members 
Mstep: Class 15 contains 7135 members 
Mstep: Class 18 contains 1443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29089344.000000 Penalty: 32375.896484
Iteration 234Q: 16 clusters Score -2.908934e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 41050 members 
Mstep: Class 3 contains 7596 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 212751 members 
Mstep: Class 6 contains 40793 members 
Mstep: Class 7 contains 9941 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 16447 members 
Mstep: Class 10 contains 40032 members 
Mstep: Class 11 contains 13330 members 
Mstep: Class 13 contains 155134 members 
Mstep: Class 14 contains 31555 members 
Mstep: Class 15 contains 7137 members 
Mstep: Class 18 contains 1440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29089376.000000 Penalty: 32375.896484
Iteration 235Q: 16 clusters Score -2.908938e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 41062 members 
Mstep: Class 3 contains 7596 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 212752 members 
Mstep: Class 6 contains 40800 members 
Mstep: Class 7 contains 9937 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 16569 members 
Mstep: Class 10 contains 40039 members 
Mstep: Class 11 contains 13315 members 
Mstep: Class 13 contains 155054 members 
Mstep: Class 14 contains 31491 members 
Mstep: Class 15 contains 7146 members 
Mstep: Class 18 contains 1440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29089426.000000 Penalty: 32375.896484
Iteration 236Q: 16 clusters Score -2.908943e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 41066 members 
Mstep: Class 3 contains 7597 members 
Mstep: Class 4 contains 2768 members 
Mstep: Class 5 contains 212721 members 
Mstep: Class 6 contains 40807 members 
Mstep: Class 7 contains 9937 members 
Mstep: Class 8 contains 2212 members 
Mstep: Class 9 contains 16693 members 
Mstep: Class 10 contains 40055 members 
Mstep: Class 11 contains 13307 members 
Mstep: Class 13 contains 154981 members 
Mstep: Class 14 contains 31449 members 
Mstep: Class 15 contains 7155 members 
Mstep: Class 18 contains 1439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29089396.000000 Penalty: 32375.896484
Iteration 237Q: 16 clusters Score -2.90894e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 41068 members 
Mstep: Class 3 contains 7597 members 
Mstep: Class 4 contains 2767 members 
Mstep: Class 5 contains 212694 members 
Mstep: Class 6 contains 40812 members 
Mstep: Class 7 contains 9935 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 16812 members 
Mstep: Class 10 contains 40068 members 
Mstep: Class 11 contains 13295 members 
Mstep: Class 13 contains 154919 members 
Mstep: Class 14 contains 31405 members 
Mstep: Class 15 contains 7163 members 
Mstep: Class 18 contains 1437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29089378.000000 Penalty: 32375.896484
Iteration 238Q: 16 clusters Score -2.908938e+07 nChanged 255
Entering ConstructFrom: 
Score: -29089378.000000 Penalty: 32375.896484
Entering ConstructFrom: 
Trying to split cluster 1 (4602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Entering Unmasked Estep 
Score: -215359.421875 Penalty: 1370.564941
	Iteration 0F: 2 clusters Score -215359.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -211610.187500 Penalty: 2741.129883
	Iteration 0F: 3 clusters Score -211610.2 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -212738.656250 Penalty: 2741.129883
	Iteration 1F: 3 clusters Score -212738.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -212984.765625 Penalty: 2741.129883
	Iteration 2F: 3 clusters Score -212984.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -213173.906250 Penalty: 2741.129883
	Iteration 3F: 3 clusters Score -213173.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -213317.531250 Penalty: 2741.129883
	Iteration 4F: 3 clusters Score -213317.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -213453.750000 Penalty: 2741.129883
	Iteration 5Q: 3 clusters Score -213453.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -213613.625000 Penalty: 2741.129883
	Iteration 6Q: 3 clusters Score -213613.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -213765.609375 Penalty: 2741.129883
	Iteration 7Q: 3 clusters Score -213765.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -213906.953125 Penalty: 2741.129883
	Iteration 8Q: 3 clusters Score -213907 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -214049.203125 Penalty: 2741.129883
	Iteration 9Q: 3 clusters Score -214049.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -214198.296875 Penalty: 2741.129883
	Iteration 10Q: 3 clusters Score -214198.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -214302.265625 Penalty: 2741.129883
	Iteration 11Q: 3 clusters Score -214302.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -214374.750000 Penalty: 2741.129883
	Iteration 12Q: 3 clusters Score -214374.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -214431.078125 Penalty: 2741.129883
	Iteration 13Q: 3 clusters Score -214431.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -214462.453125 Penalty: 2741.129883
	Iteration 14Q: 3 clusters Score -214462.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -214480.859375 Penalty: 2741.129883
	Iteration 15Q: 3 clusters Score -214480.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -214496.812500 Penalty: 2741.129883
	Iteration 16Q: 3 clusters Score -214496.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -214507.281250 Penalty: 2741.129883
	Iteration 17Q: 3 clusters Score -214507.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -214517.125000 Penalty: 2741.129883
	Iteration 18Q: 3 clusters Score -214517.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -214523.937500 Penalty: 2741.129883
	Iteration 19Q: 3 clusters Score -214523.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -214530.406250 Penalty: 2741.129883
	Iteration 20F: 3 clusters Score -214530.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -214535.296875 Penalty: 2741.129883
	Iteration 21Q: 3 clusters Score -214535.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -214536.625000 Penalty: 2741.129883
	Iteration 22Q: 3 clusters Score -214536.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -214537.453125 Penalty: 2741.129883
	Iteration 23Q: 3 clusters Score -214537.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -214537.453125 Penalty: 2741.129883
	Iteration 24F: 3 clusters Score -214537.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41080 members 
Entering Unmasked Estep 
Score: -2084022.250000 Penalty: 1726.282471
	Iteration 0F: 2 clusters Score -2084022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -2056663.250000 Penalty: 3452.564941
	Iteration 0F: 3 clusters Score -2056663 nChanged 19068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -2067497.750000 Penalty: 3452.564941
	Iteration 1F: 3 clusters Score -2067498 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -2068063.000000 Penalty: 3452.564941
	Iteration 2Q: 3 clusters Score -2068063 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -2068735.750000 Penalty: 3452.564941
	Iteration 3Q: 3 clusters Score -2068736 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -2069492.625000 Penalty: 3452.564941
	Iteration 4Q: 3 clusters Score -2069493 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -2070285.625000 Penalty: 3452.564941
	Iteration 5Q: 3 clusters Score -2070286 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -2071094.000000 Penalty: 3452.564941
	Iteration 6Q: 3 clusters Score -2071094 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -2071793.000000 Penalty: 3452.564941
	Iteration 7Q: 3 clusters Score -2071793 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -2072374.875000 Penalty: 3452.564941
	Iteration 8Q: 3 clusters Score -2072375 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -2072799.250000 Penalty: 3452.564941
	Iteration 9Q: 3 clusters Score -2072799 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -2073131.625000 Penalty: 3452.564941
	Iteration 10Q: 3 clusters Score -2073132 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -2073401.500000 Penalty: 3452.564941
	Iteration 11Q: 3 clusters Score -2073402 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -2073670.750000 Penalty: 3452.564941
	Iteration 12Q: 3 clusters Score -2073671 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -2073941.875000 Penalty: 3452.564941
	Iteration 13Q: 3 clusters Score -2073942 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2074264.125000 Penalty: 3452.564941
	Iteration 14Q: 3 clusters Score -2074264 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -2074674.625000 Penalty: 3452.564941
	Iteration 15Q: 3 clusters Score -2074675 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -2075091.500000 Penalty: 3452.564941
	Iteration 16Q: 3 clusters Score -2075092 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -2075520.125000 Penalty: 3452.564941
	Iteration 17Q: 3 clusters Score -2075520 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -2075863.375000 Penalty: 3452.564941
	Iteration 18Q: 3 clusters Score -2075863 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -2076101.625000 Penalty: 3452.564941
	Iteration 19Q: 3 clusters Score -2076102 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -2076247.875000 Penalty: 3452.564941
	Iteration 20F: 3 clusters Score -2076248 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -2076348.625000 Penalty: 3452.564941
	Iteration 21Q: 3 clusters Score -2076349 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -2076469.500000 Penalty: 3452.564941
	Iteration 22Q: 3 clusters Score -2076470 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2076576.250000 Penalty: 3452.564941
	Iteration 23Q: 3 clusters Score -2076576 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2076684.500000 Penalty: 3452.564941
	Iteration 24Q: 3 clusters Score -2076684 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2076783.000000 Penalty: 3452.564941
	Iteration 25Q: 3 clusters Score -2076783 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2076893.000000 Penalty: 3452.564941
	Iteration 26Q: 3 clusters Score -2076893 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -2076983.750000 Penalty: 3452.564941
	Iteration 27Q: 3 clusters Score -2076984 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2077092.375000 Penalty: 3452.564941
	Iteration 28Q: 3 clusters Score -2077092 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2077202.625000 Penalty: 3452.564941
	Iteration 29Q: 3 clusters Score -2077203 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2077301.875000 Penalty: 3452.564941
	Iteration 30Q: 3 clusters Score -2077302 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -2077412.000000 Penalty: 3452.564941
	Iteration 31Q: 3 clusters Score -2077412 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -2077515.375000 Penalty: 3452.564941
	Iteration 32Q: 3 clusters Score -2077515 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -2077628.000000 Penalty: 3452.564941
	Iteration 33Q: 3 clusters Score -2077628 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -2077736.250000 Penalty: 3452.564941
	Iteration 34Q: 3 clusters Score -2077736 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2077852.750000 Penalty: 3452.564941
	Iteration 35Q: 3 clusters Score -2077853 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -2077979.375000 Penalty: 3452.564941
	Iteration 36Q: 3 clusters Score -2077979 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -2078102.875000 Penalty: 3452.564941
	Iteration 37Q: 3 clusters Score -2078103 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -2078236.500000 Penalty: 3452.564941
	Iteration 38Q: 3 clusters Score -2078236 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -2078405.000000 Penalty: 3452.564941
	Iteration 39Q: 3 clusters Score -2078405 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2078571.875000 Penalty: 3452.564941
	Iteration 40F: 3 clusters Score -2078572 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2078759.500000 Penalty: 3452.564941
	Iteration 41Q: 3 clusters Score -2078760 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2078974.875000 Penalty: 3452.564941
	Iteration 42Q: 3 clusters Score -2078975 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2079203.000000 Penalty: 3452.564941
	Iteration 43Q: 3 clusters Score -2079203 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2079461.625000 Penalty: 3452.564941
	Iteration 44Q: 3 clusters Score -2079462 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2079731.000000 Penalty: 3452.564941
	Iteration 45Q: 3 clusters Score -2079731 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2080023.250000 Penalty: 3452.564941
	Iteration 46Q: 3 clusters Score -2080023 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -2080299.750000 Penalty: 3452.564941
	Iteration 47Q: 3 clusters Score -2080300 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -2080584.125000 Penalty: 3452.564941
	Iteration 48Q: 3 clusters Score -2080584 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2080858.750000 Penalty: 3452.564941
	Iteration 49Q: 3 clusters Score -2080859 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -2081098.375000 Penalty: 3452.564941
	Iteration 50Q: 3 clusters Score -2081098 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2081332.875000 Penalty: 3452.564941
	Iteration 51Q: 3 clusters Score -2081333 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -2081574.000000 Penalty: 3452.564941
	Iteration 52Q: 3 clusters Score -2081574 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -2081753.000000 Penalty: 3452.564941
	Iteration 53Q: 3 clusters Score -2081753 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2081896.875000 Penalty: 3452.564941
	Iteration 54Q: 3 clusters Score -2081897 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2082007.125000 Penalty: 3452.564941
	Iteration 55Q: 3 clusters Score -2082007 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2082111.375000 Penalty: 3452.564941
	Iteration 56Q: 3 clusters Score -2082111 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2082194.375000 Penalty: 3452.564941
	Iteration 57Q: 3 clusters Score -2082194 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2082249.625000 Penalty: 3452.564941
	Iteration 58Q: 3 clusters Score -2082250 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2082294.500000 Penalty: 3452.564941
	Iteration 59Q: 3 clusters Score -2082294 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2082330.250000 Penalty: 3452.564941
	Iteration 60F: 3 clusters Score -2082330 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2082372.375000 Penalty: 3452.564941
	Iteration 61Q: 3 clusters Score -2082372 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2082397.750000 Penalty: 3452.564941
	Iteration 62Q: 3 clusters Score -2082398 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2082425.625000 Penalty: 3452.564941
	Iteration 63Q: 3 clusters Score -2082426 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2082445.250000 Penalty: 3452.564941
	Iteration 64Q: 3 clusters Score -2082445 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2082460.375000 Penalty: 3452.564941
	Iteration 65Q: 3 clusters Score -2082460 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2082472.625000 Penalty: 3452.564941
	Iteration 66Q: 3 clusters Score -2082473 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2082491.250000 Penalty: 3452.564941
	Iteration 67Q: 3 clusters Score -2082491 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2082498.750000 Penalty: 3452.564941
	Iteration 68Q: 3 clusters Score -2082499 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2082509.625000 Penalty: 3452.564941
	Iteration 69Q: 3 clusters Score -2082510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2082522.625000 Penalty: 3452.564941
	Iteration 70Q: 3 clusters Score -2082523 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39843 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2082526.625000 Penalty: 3452.564941
	Iteration 71Q: 3 clusters Score -2082527 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2082528.625000 Penalty: 3452.564941
	Iteration 72Q: 3 clusters Score -2082529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2082529.000000 Penalty: 3452.564941
	Iteration 73Q: 3 clusters Score -2082529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2082533.500000 Penalty: 3452.564941
	Iteration 74Q: 3 clusters Score -2082534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2082533.375000 Penalty: 3452.564941
	Iteration 75Q: 3 clusters Score -2082533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2082530.500000 Penalty: 3452.564941
	Iteration 76Q: 3 clusters Score -2082530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2082527.750000 Penalty: 3452.564941
	Iteration 77Q: 3 clusters Score -2082528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2082532.250000 Penalty: 3452.564941
	Iteration 78Q: 3 clusters Score -2082532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2082535.875000 Penalty: 3452.564941
	Iteration 79Q: 3 clusters Score -2082536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2082535.000000 Penalty: 3452.564941
	Iteration 80F: 3 clusters Score -2082535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2082537.625000 Penalty: 3452.564941
	Iteration 81Q: 3 clusters Score -2082538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2082538.750000 Penalty: 3452.564941
	Iteration 82Q: 3 clusters Score -2082539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39953 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2082537.125000 Penalty: 3452.564941
	Iteration 83Q: 3 clusters Score -2082537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2082538.625000 Penalty: 3452.564941
	Iteration 84Q: 3 clusters Score -2082539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2082538.375000 Penalty: 3452.564941
	Iteration 85Q: 3 clusters Score -2082538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2082537.750000 Penalty: 3452.564941
	Iteration 86Q: 3 clusters Score -2082538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39963 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2082537.500000 Penalty: 3452.564941
	Iteration 87Q: 3 clusters Score -2082538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39963 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2082538.500000 Penalty: 3452.564941
	Iteration 88Q: 3 clusters Score -2082538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39963 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2082535.500000 Penalty: 3452.564941
	Iteration 89Q: 3 clusters Score -2082536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2082539.875000 Penalty: 3452.564941
	Iteration 90Q: 3 clusters Score -2082540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2082541.250000 Penalty: 3452.564941
	Iteration 91Q: 3 clusters Score -2082541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2082541.250000 Penalty: 3452.564941
	Iteration 92F: 3 clusters Score -2082541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Entering Unmasked Estep 
Score: -405680.375000 Penalty: 1451.956055
	Iteration 0F: 2 clusters Score -405680.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -400011.937500 Penalty: 2903.912109
	Iteration 0F: 3 clusters Score -400011.9 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -401697.281250 Penalty: 2903.912109
	Iteration 1F: 3 clusters Score -401697.3 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -401879.093750 Penalty: 2903.912109
	Iteration 2F: 3 clusters Score -401879.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -402039.375000 Penalty: 2903.912109
	Iteration 3F: 3 clusters Score -402039.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -402153.687500 Penalty: 2903.912109
	Iteration 4Q: 3 clusters Score -402153.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -402267.406250 Penalty: 2903.912109
	Iteration 5Q: 3 clusters Score -402267.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -402378.750000 Penalty: 2903.912109
	Iteration 6Q: 3 clusters Score -402378.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -402513.312500 Penalty: 2903.912109
	Iteration 7Q: 3 clusters Score -402513.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -402659.687500 Penalty: 2903.912109
	Iteration 8Q: 3 clusters Score -402659.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -402842.125000 Penalty: 2903.912109
	Iteration 9Q: 3 clusters Score -402842.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -403041.406250 Penalty: 2903.912109
	Iteration 10Q: 3 clusters Score -403041.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -403305.281250 Penalty: 2903.912109
	Iteration 11Q: 3 clusters Score -403305.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -403577.968750 Penalty: 2903.912109
	Iteration 12Q: 3 clusters Score -403578 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -403812.562500 Penalty: 2903.912109
	Iteration 13Q: 3 clusters Score -403812.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -404008.968750 Penalty: 2903.912109
	Iteration 14Q: 3 clusters Score -404009 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -404134.843750 Penalty: 2903.912109
	Iteration 15Q: 3 clusters Score -404134.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -404197.968750 Penalty: 2903.912109
	Iteration 16Q: 3 clusters Score -404198 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -404249.687500 Penalty: 2903.912109
	Iteration 17Q: 3 clusters Score -404249.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -404296.750000 Penalty: 2903.912109
	Iteration 18Q: 3 clusters Score -404296.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -404327.062500 Penalty: 2903.912109
	Iteration 19Q: 3 clusters Score -404327.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -404350.031250 Penalty: 2903.912109
	Iteration 20F: 3 clusters Score -404350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -404366.093750 Penalty: 2903.912109
	Iteration 21Q: 3 clusters Score -404366.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -404377.968750 Penalty: 2903.912109
	Iteration 22Q: 3 clusters Score -404378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -404387.531250 Penalty: 2903.912109
	Iteration 23Q: 3 clusters Score -404387.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -404402.750000 Penalty: 2903.912109
	Iteration 24Q: 3 clusters Score -404402.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -404409.125000 Penalty: 2903.912109
	Iteration 25Q: 3 clusters Score -404409.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -404412.343750 Penalty: 2903.912109
	Iteration 26Q: 3 clusters Score -404412.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -404412.468750 Penalty: 2903.912109
	Iteration 27Q: 3 clusters Score -404412.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -404412.468750 Penalty: 2903.912109
	Iteration 28F: 3 clusters Score -404412.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Entering Unmasked Estep 
Score: -126902.812500 Penalty: 1287.896851
	Iteration 0F: 2 clusters Score -126902.8 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 1393 members 
Entering Unmasked Estep 
Score: -124341.671875 Penalty: 2575.793701
	Iteration 0F: 3 clusters Score -124341.7 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -124921.687500 Penalty: 2575.793701
	Iteration 1F: 3 clusters Score -124921.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -125061.710938 Penalty: 2575.793701
	Iteration 2F: 3 clusters Score -125061.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -125140.960938 Penalty: 2575.793701
	Iteration 3Q: 3 clusters Score -125141 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -125221.671875 Penalty: 2575.793701
	Iteration 4Q: 3 clusters Score -125221.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -125334.929688 Penalty: 2575.793701
	Iteration 5Q: 3 clusters Score -125334.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -125452.343750 Penalty: 2575.793701
	Iteration 6Q: 3 clusters Score -125452.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -125588.320312 Penalty: 2575.793701
	Iteration 7Q: 3 clusters Score -125588.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -125705.093750 Penalty: 2575.793701
	Iteration 8Q: 3 clusters Score -125705.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -125803.195312 Penalty: 2575.793701
	Iteration 9Q: 3 clusters Score -125803.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -125899.265625 Penalty: 2575.793701
	Iteration 10Q: 3 clusters Score -125899.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -125970.648438 Penalty: 2575.793701
	Iteration 11Q: 3 clusters Score -125970.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -126016.195312 Penalty: 2575.793701
	Iteration 12Q: 3 clusters Score -126016.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -126049.328125 Penalty: 2575.793701
	Iteration 13Q: 3 clusters Score -126049.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -126076.406250 Penalty: 2575.793701
	Iteration 14Q: 3 clusters Score -126076.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -126106.617188 Penalty: 2575.793701
	Iteration 15Q: 3 clusters Score -126106.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -126138.281250 Penalty: 2575.793701
	Iteration 16Q: 3 clusters Score -126138.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -126155.789062 Penalty: 2575.793701
	Iteration 17Q: 3 clusters Score -126155.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -126167.437500 Penalty: 2575.793701
	Iteration 18Q: 3 clusters Score -126167.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -126172.781250 Penalty: 2575.793701
	Iteration 19Q: 3 clusters Score -126172.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -126179.226562 Penalty: 2575.793701
	Iteration 20F: 3 clusters Score -126179.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -126181.585938 Penalty: 2575.793701
	Iteration 21Q: 3 clusters Score -126181.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -126182.984375 Penalty: 2575.793701
	Iteration 22Q: 3 clusters Score -126183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -126184.765625 Penalty: 2575.793701
	Iteration 23Q: 3 clusters Score -126184.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -126188.078125 Penalty: 2575.793701
	Iteration 24Q: 3 clusters Score -126188.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -126191.546875 Penalty: 2575.793701
	Iteration 25Q: 3 clusters Score -126191.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -126192.367188 Penalty: 2575.793701
	Iteration 26Q: 3 clusters Score -126192.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -126193.218750 Penalty: 2575.793701
	Iteration 27Q: 3 clusters Score -126193.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -126193.546875 Penalty: 2575.793701
	Iteration 28Q: 3 clusters Score -126193.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -126193.671875 Penalty: 2575.793701
	Iteration 29Q: 3 clusters Score -126193.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -126193.671875 Penalty: 2575.793701
	Iteration 30F: 3 clusters Score -126193.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (212670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212670 members 
Entering Unmasked Estep 
Score: -10660356.000000 Penalty: 1993.468262
	Iteration 0F: 2 clusters Score -1.066036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106565 members 
Mstep: Class 2 contains 106105 members 
Entering Unmasked Estep 
Score: -10517262.000000 Penalty: 3986.936523
	Iteration 0F: 3 clusters Score -1.051726e+07 nChanged 103060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112993 members 
Mstep: Class 2 contains 99677 members 
Entering Unmasked Estep 
Score: -10578663.000000 Penalty: 3986.936523
	Iteration 1F: 3 clusters Score -1.057866e+07 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117327 members 
Mstep: Class 2 contains 95343 members 
Entering Unmasked Estep 
Score: -10580428.000000 Penalty: 3986.936523
	Iteration 2Q: 3 clusters Score -1.058043e+07 nChanged 8883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124020 members 
Mstep: Class 2 contains 88650 members 
Entering Unmasked Estep 
Score: -10584014.000000 Penalty: 3986.936523
	Iteration 3Q: 3 clusters Score -1.058401e+07 nChanged 11983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133999 members 
Mstep: Class 2 contains 78671 members 
Entering Unmasked Estep 
Score: -10590172.000000 Penalty: 3986.936523
	Iteration 4F: 3 clusters Score -1.059017e+07 nChanged 15932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148141 members 
Mstep: Class 2 contains 64529 members 
Entering Unmasked Estep 
Score: -10601538.000000 Penalty: 3986.936523
	Iteration 5F: 3 clusters Score -1.060154e+07 nChanged 18684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165365 members 
Mstep: Class 2 contains 47305 members 
Entering Unmasked Estep 
Score: -10618284.000000 Penalty: 3986.936523
	Iteration 6F: 3 clusters Score -1.061828e+07 nChanged 17211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181610 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -10635789.000000 Penalty: 3986.936523
	Iteration 7F: 3 clusters Score -1.063579e+07 nChanged 11598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192580 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -10648397.000000 Penalty: 3986.936523
	Iteration 8F: 3 clusters Score -1.06484e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197647 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -10654975.000000 Penalty: 3986.936523
	Iteration 9Q: 3 clusters Score -1.065498e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199628 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -10657568.000000 Penalty: 3986.936523
	Iteration 10Q: 3 clusters Score -1.065757e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200663 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -10658537.000000 Penalty: 3986.936523
	Iteration 11Q: 3 clusters Score -1.065854e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201457 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -10659060.000000 Penalty: 3986.936523
	Iteration 12Q: 3 clusters Score -1.065906e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202144 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -10659393.000000 Penalty: 3986.936523
	Iteration 13Q: 3 clusters Score -1.065939e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202708 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -10659627.000000 Penalty: 3986.936523
	Iteration 14Q: 3 clusters Score -1.065963e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203174 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -10659753.000000 Penalty: 3986.936523
	Iteration 15Q: 3 clusters Score -1.065975e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203556 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -10659865.000000 Penalty: 3986.936523
	Iteration 16Q: 3 clusters Score -1.065986e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203931 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -10659935.000000 Penalty: 3986.936523
	Iteration 17Q: 3 clusters Score -1.065994e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204238 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -10660057.000000 Penalty: 3986.936523
	Iteration 18Q: 3 clusters Score -1.066006e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204530 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -10660129.000000 Penalty: 3986.936523
	Iteration 19Q: 3 clusters Score -1.066013e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204822 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -10660155.000000 Penalty: 3986.936523
	Iteration 20F: 3 clusters Score -1.066016e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205085 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -10660218.000000 Penalty: 3986.936523
	Iteration 21Q: 3 clusters Score -1.066022e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205301 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -10660249.000000 Penalty: 3986.936523
	Iteration 22Q: 3 clusters Score -1.066025e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205525 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -10660310.000000 Penalty: 3986.936523
	Iteration 23Q: 3 clusters Score -1.066031e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205736 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -10660341.000000 Penalty: 3986.936523
	Iteration 24Q: 3 clusters Score -1.066034e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205940 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -10660376.000000 Penalty: 3986.936523
	Iteration 25Q: 3 clusters Score -1.066038e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206116 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -10660380.000000 Penalty: 3986.936523
	Iteration 26Q: 3 clusters Score -1.066038e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206252 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -10660404.000000 Penalty: 3986.936523
	Iteration 27Q: 3 clusters Score -1.06604e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206389 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -10660444.000000 Penalty: 3986.936523
	Iteration 28Q: 3 clusters Score -1.066044e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206512 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -10660461.000000 Penalty: 3986.936523
	Iteration 29Q: 3 clusters Score -1.066046e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206615 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -10660475.000000 Penalty: 3986.936523
	Iteration 30Q: 3 clusters Score -1.066048e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206706 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -10660505.000000 Penalty: 3986.936523
	Iteration 31Q: 3 clusters Score -1.06605e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206787 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -10660530.000000 Penalty: 3986.936523
	Iteration 32Q: 3 clusters Score -1.066053e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206865 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -10660529.000000 Penalty: 3986.936523
	Iteration 33Q: 3 clusters Score -1.066053e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206919 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -10660552.000000 Penalty: 3986.936523
	Iteration 34Q: 3 clusters Score -1.066055e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206971 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -10660547.000000 Penalty: 3986.936523
	Iteration 35Q: 3 clusters Score -1.066055e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207016 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -10660569.000000 Penalty: 3986.936523
	Iteration 36Q: 3 clusters Score -1.066057e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207054 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -10660590.000000 Penalty: 3986.936523
	Iteration 37Q: 3 clusters Score -1.066059e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207088 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -10660583.000000 Penalty: 3986.936523
	Iteration 38Q: 3 clusters Score -1.066058e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207131 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -10660580.000000 Penalty: 3986.936523
	Iteration 39Q: 3 clusters Score -1.066058e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207170 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -10660553.000000 Penalty: 3986.936523
	Iteration 40F: 3 clusters Score -1.066055e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207188 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -10660552.000000 Penalty: 3986.936523
	Iteration 41Q: 3 clusters Score -1.066055e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207205 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -10660545.000000 Penalty: 3986.936523
	Iteration 42Q: 3 clusters Score -1.066054e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207227 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -10660529.000000 Penalty: 3986.936523
	Iteration 43Q: 3 clusters Score -1.066053e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207248 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -10660533.000000 Penalty: 3986.936523
	Iteration 44Q: 3 clusters Score -1.066053e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207275 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -10660548.000000 Penalty: 3986.936523
	Iteration 45Q: 3 clusters Score -1.066055e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207297 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -10660552.000000 Penalty: 3986.936523
	Iteration 46Q: 3 clusters Score -1.066055e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207313 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -10660545.000000 Penalty: 3986.936523
	Iteration 47Q: 3 clusters Score -1.066054e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207324 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -10660524.000000 Penalty: 3986.936523
	Iteration 48Q: 3 clusters Score -1.066052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207328 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -10660518.000000 Penalty: 3986.936523
	Iteration 49Q: 3 clusters Score -1.066052e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207333 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -10660505.000000 Penalty: 3986.936523
	Iteration 50Q: 3 clusters Score -1.06605e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207347 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -10660520.000000 Penalty: 3986.936523
	Iteration 51Q: 3 clusters Score -1.066052e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207358 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -10660522.000000 Penalty: 3986.936523
	Iteration 52Q: 3 clusters Score -1.066052e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207371 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -10660529.000000 Penalty: 3986.936523
	Iteration 53Q: 3 clusters Score -1.066053e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207382 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -10660531.000000 Penalty: 3986.936523
	Iteration 54Q: 3 clusters Score -1.066053e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207389 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -10660532.000000 Penalty: 3986.936523
	Iteration 55Q: 3 clusters Score -1.066053e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207397 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -10660542.000000 Penalty: 3986.936523
	Iteration 56Q: 3 clusters Score -1.066054e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207406 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -10660537.000000 Penalty: 3986.936523
	Iteration 57Q: 3 clusters Score -1.066054e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207413 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -10660531.000000 Penalty: 3986.936523
	Iteration 58Q: 3 clusters Score -1.066053e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207422 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -10660548.000000 Penalty: 3986.936523
	Iteration 59Q: 3 clusters Score -1.066055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207428 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -10660555.000000 Penalty: 3986.936523
	Iteration 60F: 3 clusters Score -1.066056e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207440 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -10660557.000000 Penalty: 3986.936523
	Iteration 61Q: 3 clusters Score -1.066056e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207445 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -10660552.000000 Penalty: 3986.936523
	Iteration 62Q: 3 clusters Score -1.066055e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207448 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -10660548.000000 Penalty: 3986.936523
	Iteration 63Q: 3 clusters Score -1.066055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207452 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -10660549.000000 Penalty: 3986.936523
	Iteration 64Q: 3 clusters Score -1.066055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207457 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -10660550.000000 Penalty: 3986.936523
	Iteration 65Q: 3 clusters Score -1.066055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207459 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -10660549.000000 Penalty: 3986.936523
	Iteration 66Q: 3 clusters Score -1.066055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207461 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -10660556.000000 Penalty: 3986.936523
	Iteration 67Q: 3 clusters Score -1.066056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207462 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -10660556.000000 Penalty: 3986.936523
	Iteration 68Q: 3 clusters Score -1.066056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207461 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -10660560.000000 Penalty: 3986.936523
	Iteration 69Q: 3 clusters Score -1.066056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207465 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -10660559.000000 Penalty: 3986.936523
	Iteration 70Q: 3 clusters Score -1.066056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207469 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -10660560.000000 Penalty: 3986.936523
	Iteration 71Q: 3 clusters Score -1.066056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207471 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -10660565.000000 Penalty: 3986.936523
	Iteration 72Q: 3 clusters Score -1.066056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207471 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -10660569.000000 Penalty: 3986.936523
	Iteration 73Q: 3 clusters Score -1.066057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207471 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -10660569.000000 Penalty: 3986.936523
	Iteration 74Q: 3 clusters Score -1.066057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207470 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -10660566.000000 Penalty: 3986.936523
	Iteration 75Q: 3 clusters Score -1.066057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207470 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -10660561.000000 Penalty: 3986.936523
	Iteration 76Q: 3 clusters Score -1.066056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207469 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -10660570.000000 Penalty: 3986.936523
	Iteration 77Q: 3 clusters Score -1.066057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207468 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -10660569.000000 Penalty: 3986.936523
	Iteration 78Q: 3 clusters Score -1.066057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207468 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -10660569.000000 Penalty: 3986.936523
	Iteration 79F: 3 clusters Score -1.066057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 41080 members 
Mstep: Class 3 contains 7594 members 
Mstep: Class 4 contains 2767 members 
Mstep: Class 5 contains 207468 members 
Mstep: Class 6 contains 40816 members 
Mstep: Class 7 contains 9931 members 
Mstep: Class 8 contains 2212 members 
Mstep: Class 9 contains 16915 members 
Mstep: Class 10 contains 40082 members 
Mstep: Class 11 contains 13280 members 
Mstep: Class 12 contains 5202 members 
Mstep: Class 13 contains 154873 members 
Mstep: Class 14 contains 31363 members 
Mstep: Class 15 contains 7169 members 
Mstep: Class 18 contains 1434 members 
Entering Unmasked Estep 
Score: -29089636.000000 Penalty: 34534.289062
Splitting cluster 5 changes total score from -29089378.000000 to -29089636.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 6 (40816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Entering Unmasked Estep 
Score: -2118132.750000 Penalty: 1725.234863
	Iteration 0F: 2 clusters Score -2118133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -2090742.125000 Penalty: 3450.469727
	Iteration 0F: 3 clusters Score -2090742 nChanged 19023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -2101751.000000 Penalty: 3450.469727
	Iteration 1F: 3 clusters Score -2101751 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -2102214.500000 Penalty: 3450.469727
	Iteration 2Q: 3 clusters Score -2102214 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -2102709.750000 Penalty: 3450.469727
	Iteration 3Q: 3 clusters Score -2102710 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -2103347.750000 Penalty: 3450.469727
	Iteration 4Q: 3 clusters Score -2103348 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2104179.250000 Penalty: 3450.469727
	Iteration 5Q: 3 clusters Score -2104179 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2105325.250000 Penalty: 3450.469727
	Iteration 6Q: 3 clusters Score -2105325 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -2106812.000000 Penalty: 3450.469727
	Iteration 7F: 3 clusters Score -2106812 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -2108580.750000 Penalty: 3450.469727
	Iteration 8F: 3 clusters Score -2108581 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2110288.500000 Penalty: 3450.469727
	Iteration 9F: 3 clusters Score -2110288 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -2111706.000000 Penalty: 3450.469727
	Iteration 10Q: 3 clusters Score -2111706 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -2112806.500000 Penalty: 3450.469727
	Iteration 11Q: 3 clusters Score -2112806 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2113649.000000 Penalty: 3450.469727
	Iteration 12Q: 3 clusters Score -2113649 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2114299.750000 Penalty: 3450.469727
	Iteration 13Q: 3 clusters Score -2114300 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -2114859.000000 Penalty: 3450.469727
	Iteration 14Q: 3 clusters Score -2114859 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2115303.750000 Penalty: 3450.469727
	Iteration 15Q: 3 clusters Score -2115304 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2115633.250000 Penalty: 3450.469727
	Iteration 16Q: 3 clusters Score -2115633 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2115866.750000 Penalty: 3450.469727
	Iteration 17Q: 3 clusters Score -2115867 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2116032.250000 Penalty: 3450.469727
	Iteration 18Q: 3 clusters Score -2116032 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2116177.000000 Penalty: 3450.469727
	Iteration 19Q: 3 clusters Score -2116177 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2116305.750000 Penalty: 3450.469727
	Iteration 20F: 3 clusters Score -2116306 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2116401.500000 Penalty: 3450.469727
	Iteration 21Q: 3 clusters Score -2116402 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2116464.500000 Penalty: 3450.469727
	Iteration 22Q: 3 clusters Score -2116464 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39956 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2116523.250000 Penalty: 3450.469727
	Iteration 23Q: 3 clusters Score -2116523 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2116554.500000 Penalty: 3450.469727
	Iteration 24Q: 3 clusters Score -2116554 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2116575.000000 Penalty: 3450.469727
	Iteration 25Q: 3 clusters Score -2116575 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2116594.750000 Penalty: 3450.469727
	Iteration 26Q: 3 clusters Score -2116595 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2116607.500000 Penalty: 3450.469727
	Iteration 27Q: 3 clusters Score -2116608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2116618.000000 Penalty: 3450.469727
	Iteration 28Q: 3 clusters Score -2116618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2116629.500000 Penalty: 3450.469727
	Iteration 29Q: 3 clusters Score -2116630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2116637.500000 Penalty: 3450.469727
	Iteration 30Q: 3 clusters Score -2116638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2116645.750000 Penalty: 3450.469727
	Iteration 31Q: 3 clusters Score -2116646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2116653.750000 Penalty: 3450.469727
	Iteration 32Q: 3 clusters Score -2116654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2116653.500000 Penalty: 3450.469727
	Iteration 33Q: 3 clusters Score -2116654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2116662.750000 Penalty: 3450.469727
	Iteration 34Q: 3 clusters Score -2116663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2116661.500000 Penalty: 3450.469727
	Iteration 35Q: 3 clusters Score -2116662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2116662.750000 Penalty: 3450.469727
	Iteration 36Q: 3 clusters Score -2116663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2116665.750000 Penalty: 3450.469727
	Iteration 37Q: 3 clusters Score -2116666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2116670.000000 Penalty: 3450.469727
	Iteration 38Q: 3 clusters Score -2116670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2116672.750000 Penalty: 3450.469727
	Iteration 39Q: 3 clusters Score -2116673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2116674.000000 Penalty: 3450.469727
	Iteration 40F: 3 clusters Score -2116674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2116672.250000 Penalty: 3450.469727
	Iteration 41Q: 3 clusters Score -2116672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2116675.000000 Penalty: 3450.469727
	Iteration 42Q: 3 clusters Score -2116675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2116678.500000 Penalty: 3450.469727
	Iteration 43Q: 3 clusters Score -2116678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40246 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2116682.250000 Penalty: 3450.469727
	Iteration 44Q: 3 clusters Score -2116682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2116687.000000 Penalty: 3450.469727
	Iteration 45Q: 3 clusters Score -2116687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40255 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2116686.250000 Penalty: 3450.469727
	Iteration 46Q: 3 clusters Score -2116686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2116688.500000 Penalty: 3450.469727
	Iteration 47Q: 3 clusters Score -2116688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40264 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2116690.000000 Penalty: 3450.469727
	Iteration 48Q: 3 clusters Score -2116690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2116692.250000 Penalty: 3450.469727
	Iteration 49Q: 3 clusters Score -2116692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2116693.750000 Penalty: 3450.469727
	Iteration 50Q: 3 clusters Score -2116694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40276 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2116694.000000 Penalty: 3450.469727
	Iteration 51Q: 3 clusters Score -2116694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2116694.250000 Penalty: 3450.469727
	Iteration 52Q: 3 clusters Score -2116694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2116691.750000 Penalty: 3450.469727
	Iteration 53Q: 3 clusters Score -2116692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2116691.750000 Penalty: 3450.469727
	Iteration 54F: 3 clusters Score -2116692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Entering Unmasked Estep 
Score: -509842.781250 Penalty: 1495.555176
	Iteration 0F: 2 clusters Score -509842.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -502702.562500 Penalty: 2991.110352
	Iteration 0F: 3 clusters Score -502702.6 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -504926.718750 Penalty: 2991.110352
	Iteration 1F: 3 clusters Score -504926.7 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -505154.625000 Penalty: 2991.110352
	Iteration 2F: 3 clusters Score -505154.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -505332.593750 Penalty: 2991.110352
	Iteration 3Q: 3 clusters Score -505332.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -505511.375000 Penalty: 2991.110352
	Iteration 4Q: 3 clusters Score -505511.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -505712.750000 Penalty: 2991.110352
	Iteration 5Q: 3 clusters Score -505712.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -505941.812500 Penalty: 2991.110352
	Iteration 6Q: 3 clusters Score -505941.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -506234.375000 Penalty: 2991.110352
	Iteration 7Q: 3 clusters Score -506234.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -506616.656250 Penalty: 2991.110352
	Iteration 8F: 3 clusters Score -506616.7 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -507083.593750 Penalty: 2991.110352
	Iteration 9F: 3 clusters Score -507083.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -507521.375000 Penalty: 2991.110352
	Iteration 10F: 3 clusters Score -507521.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -507878.968750 Penalty: 2991.110352
	Iteration 11Q: 3 clusters Score -507879 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -508133.500000 Penalty: 2991.110352
	Iteration 12Q: 3 clusters Score -508133.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -508319.656250 Penalty: 2991.110352
	Iteration 13Q: 3 clusters Score -508319.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -508410.437500 Penalty: 2991.110352
	Iteration 14Q: 3 clusters Score -508410.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -508448.500000 Penalty: 2991.110352
	Iteration 15Q: 3 clusters Score -508448.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -508465.968750 Penalty: 2991.110352
	Iteration 16Q: 3 clusters Score -508466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -508475.218750 Penalty: 2991.110352
	Iteration 17Q: 3 clusters Score -508475.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -508484.593750 Penalty: 2991.110352
	Iteration 18Q: 3 clusters Score -508484.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -508488.062500 Penalty: 2991.110352
	Iteration 19Q: 3 clusters Score -508488.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -508492.500000 Penalty: 2991.110352
	Iteration 20F: 3 clusters Score -508492.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -508497.062500 Penalty: 2991.110352
	Iteration 21Q: 3 clusters Score -508497.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -508506.875000 Penalty: 2991.110352
	Iteration 22Q: 3 clusters Score -508506.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -508510.968750 Penalty: 2991.110352
	Iteration 23Q: 3 clusters Score -508511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -508517.250000 Penalty: 2991.110352
	Iteration 24Q: 3 clusters Score -508517.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -508520.812500 Penalty: 2991.110352
	Iteration 25Q: 3 clusters Score -508520.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -508526.093750 Penalty: 2991.110352
	Iteration 26Q: 3 clusters Score -508526.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -508527.906250 Penalty: 2991.110352
	Iteration 27Q: 3 clusters Score -508527.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -508528.406250 Penalty: 2991.110352
	Iteration 28Q: 3 clusters Score -508528.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -508528.812500 Penalty: 2991.110352
	Iteration 29Q: 3 clusters Score -508528.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -508528.812500 Penalty: 2991.110352
	Iteration 30F: 3 clusters Score -508528.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Entering Unmasked Estep 
Score: -95347.195312 Penalty: 1251.518555
	Iteration 0F: 2 clusters Score -95347.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -93123.046875 Penalty: 2503.037109
	Iteration 0F: 3 clusters Score -93123.05 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -93677.664062 Penalty: 2503.037109
	Iteration 1F: 3 clusters Score -93677.66 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -93805.437500 Penalty: 2503.037109
	Iteration 2F: 3 clusters Score -93805.44 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -93863.914062 Penalty: 2503.037109
	Iteration 3Q: 3 clusters Score -93863.91 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -93904.023438 Penalty: 2503.037109
	Iteration 4Q: 3 clusters Score -93904.02 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -93934.429688 Penalty: 2503.037109
	Iteration 5Q: 3 clusters Score -93934.43 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -93957.953125 Penalty: 2503.037109
	Iteration 6Q: 3 clusters Score -93957.95 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -93982.070312 Penalty: 2503.037109
	Iteration 7Q: 3 clusters Score -93982.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -94002.812500 Penalty: 2503.037109
	Iteration 8Q: 3 clusters Score -94002.81 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -94034.265625 Penalty: 2503.037109
	Iteration 9Q: 3 clusters Score -94034.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -94071.585938 Penalty: 2503.037109
	Iteration 10Q: 3 clusters Score -94071.59 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -94099.031250 Penalty: 2503.037109
	Iteration 11Q: 3 clusters Score -94099.03 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -94115.023438 Penalty: 2503.037109
	Iteration 12Q: 3 clusters Score -94115.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -94132.085938 Penalty: 2503.037109
	Iteration 13Q: 3 clusters Score -94132.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -94142.218750 Penalty: 2503.037109
	Iteration 14Q: 3 clusters Score -94142.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -94151.234375 Penalty: 2503.037109
	Iteration 15Q: 3 clusters Score -94151.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -94159.835938 Penalty: 2503.037109
	Iteration 16Q: 3 clusters Score -94159.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -94171.750000 Penalty: 2503.037109
	Iteration 17Q: 3 clusters Score -94171.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -94177.570312 Penalty: 2503.037109
	Iteration 18Q: 3 clusters Score -94177.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -94180.523438 Penalty: 2503.037109
	Iteration 19Q: 3 clusters Score -94180.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -94184.156250 Penalty: 2503.037109
	Iteration 20F: 3 clusters Score -94184.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -94189.609375 Penalty: 2503.037109
	Iteration 21Q: 3 clusters Score -94189.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -94194.632812 Penalty: 2503.037109
	Iteration 22Q: 3 clusters Score -94194.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -94197.320312 Penalty: 2503.037109
	Iteration 23Q: 3 clusters Score -94197.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -94200.734375 Penalty: 2503.037109
	Iteration 24Q: 3 clusters Score -94200.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -94202.312500 Penalty: 2503.037109
	Iteration 25Q: 3 clusters Score -94202.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -94204.109375 Penalty: 2503.037109
	Iteration 26Q: 3 clusters Score -94204.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -94205.265625 Penalty: 2503.037109
	Iteration 27Q: 3 clusters Score -94205.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -94207.179688 Penalty: 2503.037109
	Iteration 28Q: 3 clusters Score -94207.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -94207.335938 Penalty: 2503.037109
	Iteration 29Q: 3 clusters Score -94207.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -94207.859375 Penalty: 2503.037109
	Iteration 30Q: 3 clusters Score -94207.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -94208.250000 Penalty: 2503.037109
	Iteration 31Q: 3 clusters Score -94208.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -94208.250000 Penalty: 2503.037109
	Iteration 32F: 3 clusters Score -94208.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Entering Unmasked Estep 
Score: -883034.062500 Penalty: 1582.092896
	Iteration 0F: 2 clusters Score -883034.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -871352.187500 Penalty: 3164.185791
	Iteration 0F: 3 clusters Score -871352.2 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -875488.937500 Penalty: 3164.185791
	Iteration 1F: 3 clusters Score -875488.9 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -875897.187500 Penalty: 3164.185791
	Iteration 2F: 3 clusters Score -875897.2 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -876358.500000 Penalty: 3164.185791
	Iteration 3F: 3 clusters Score -876358.5 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -876902.812500 Penalty: 3164.185791
	Iteration 4F: 3 clusters Score -876902.8 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -877489.250000 Penalty: 3164.185791
	Iteration 5F: 3 clusters Score -877489.2 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -878125.250000 Penalty: 3164.185791
	Iteration 6F: 3 clusters Score -878125.2 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -878696.750000 Penalty: 3164.185791
	Iteration 7F: 3 clusters Score -878696.8 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -879199.625000 Penalty: 3164.185791
	Iteration 8F: 3 clusters Score -879199.6 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -879616.312500 Penalty: 3164.185791
	Iteration 9Q: 3 clusters Score -879616.3 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -879941.187500 Penalty: 3164.185791
	Iteration 10Q: 3 clusters Score -879941.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -880179.062500 Penalty: 3164.185791
	Iteration 11Q: 3 clusters Score -880179.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -880308.875000 Penalty: 3164.185791
	Iteration 12Q: 3 clusters Score -880308.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -880378.812500 Penalty: 3164.185791
	Iteration 13Q: 3 clusters Score -880378.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -880419.812500 Penalty: 3164.185791
	Iteration 14Q: 3 clusters Score -880419.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -880443.187500 Penalty: 3164.185791
	Iteration 15Q: 3 clusters Score -880443.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -880464.312500 Penalty: 3164.185791
	Iteration 16Q: 3 clusters Score -880464.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -880482.750000 Penalty: 3164.185791
	Iteration 17Q: 3 clusters Score -880482.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -880498.875000 Penalty: 3164.185791
	Iteration 18Q: 3 clusters Score -880498.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -880514.000000 Penalty: 3164.185791
	Iteration 19Q: 3 clusters Score -880514 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -880528.250000 Penalty: 3164.185791
	Iteration 20F: 3 clusters Score -880528.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -880540.500000 Penalty: 3164.185791
	Iteration 21Q: 3 clusters Score -880540.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -880554.437500 Penalty: 3164.185791
	Iteration 22Q: 3 clusters Score -880554.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -880566.437500 Penalty: 3164.185791
	Iteration 23Q: 3 clusters Score -880566.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -880578.062500 Penalty: 3164.185791
	Iteration 24Q: 3 clusters Score -880578.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -880594.250000 Penalty: 3164.185791
	Iteration 25Q: 3 clusters Score -880594.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -880603.625000 Penalty: 3164.185791
	Iteration 26Q: 3 clusters Score -880603.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -880609.875000 Penalty: 3164.185791
	Iteration 27Q: 3 clusters Score -880609.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -880616.125000 Penalty: 3164.185791
	Iteration 28Q: 3 clusters Score -880616.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -880621.000000 Penalty: 3164.185791
	Iteration 29Q: 3 clusters Score -880621 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -880628.812500 Penalty: 3164.185791
	Iteration 30Q: 3 clusters Score -880628.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -880629.750000 Penalty: 3164.185791
	Iteration 31Q: 3 clusters Score -880629.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -880634.312500 Penalty: 3164.185791
	Iteration 32Q: 3 clusters Score -880634.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -880637.937500 Penalty: 3164.185791
	Iteration 33Q: 3 clusters Score -880637.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -880643.750000 Penalty: 3164.185791
	Iteration 34Q: 3 clusters Score -880643.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -880648.000000 Penalty: 3164.185791
	Iteration 35Q: 3 clusters Score -880648 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -880654.500000 Penalty: 3164.185791
	Iteration 36Q: 3 clusters Score -880654.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -880662.500000 Penalty: 3164.185791
	Iteration 37Q: 3 clusters Score -880662.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -880669.937500 Penalty: 3164.185791
	Iteration 38Q: 3 clusters Score -880669.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -880673.000000 Penalty: 3164.185791
	Iteration 39Q: 3 clusters Score -880673 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -880683.500000 Penalty: 3164.185791
	Iteration 40F: 3 clusters Score -880683.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -880689.437500 Penalty: 3164.185791
	Iteration 41Q: 3 clusters Score -880689.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -880702.937500 Penalty: 3164.185791
	Iteration 42Q: 3 clusters Score -880702.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -880710.437500 Penalty: 3164.185791
	Iteration 43Q: 3 clusters Score -880710.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -880716.625000 Penalty: 3164.185791
	Iteration 44Q: 3 clusters Score -880716.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -880721.625000 Penalty: 3164.185791
	Iteration 45Q: 3 clusters Score -880721.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -880729.062500 Penalty: 3164.185791
	Iteration 46Q: 3 clusters Score -880729.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -880731.125000 Penalty: 3164.185791
	Iteration 47Q: 3 clusters Score -880731.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -880735.500000 Penalty: 3164.185791
	Iteration 48Q: 3 clusters Score -880735.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -880739.687500 Penalty: 3164.185791
	Iteration 49Q: 3 clusters Score -880739.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -880745.312500 Penalty: 3164.185791
	Iteration 50Q: 3 clusters Score -880745.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -880745.187500 Penalty: 3164.185791
	Iteration 51Q: 3 clusters Score -880745.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -880748.875000 Penalty: 3164.185791
	Iteration 52Q: 3 clusters Score -880748.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -880752.625000 Penalty: 3164.185791
	Iteration 53Q: 3 clusters Score -880752.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -880757.562500 Penalty: 3164.185791
	Iteration 54Q: 3 clusters Score -880757.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -880759.000000 Penalty: 3164.185791
	Iteration 55Q: 3 clusters Score -880759 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -880766.500000 Penalty: 3164.185791
	Iteration 56Q: 3 clusters Score -880766.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -880772.000000 Penalty: 3164.185791
	Iteration 57Q: 3 clusters Score -880772 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -880782.500000 Penalty: 3164.185791
	Iteration 58Q: 3 clusters Score -880782.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -880790.500000 Penalty: 3164.185791
	Iteration 59Q: 3 clusters Score -880790.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -880800.500000 Penalty: 3164.185791
	Iteration 60F: 3 clusters Score -880800.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -880810.875000 Penalty: 3164.185791
	Iteration 61Q: 3 clusters Score -880810.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -880815.312500 Penalty: 3164.185791
	Iteration 62Q: 3 clusters Score -880815.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -880824.875000 Penalty: 3164.185791
	Iteration 63Q: 3 clusters Score -880824.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -880838.500000 Penalty: 3164.185791
	Iteration 64Q: 3 clusters Score -880838.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -880850.000000 Penalty: 3164.185791
	Iteration 65Q: 3 clusters Score -880850 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -880864.375000 Penalty: 3164.185791
	Iteration 66Q: 3 clusters Score -880864.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -880876.500000 Penalty: 3164.185791
	Iteration 67Q: 3 clusters Score -880876.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -880893.375000 Penalty: 3164.185791
	Iteration 68Q: 3 clusters Score -880893.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -880911.625000 Penalty: 3164.185791
	Iteration 69Q: 3 clusters Score -880911.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -880925.000000 Penalty: 3164.185791
	Iteration 70Q: 3 clusters Score -880925 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -880939.937500 Penalty: 3164.185791
	Iteration 71Q: 3 clusters Score -880939.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -880947.937500 Penalty: 3164.185791
	Iteration 72Q: 3 clusters Score -880947.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -880962.812500 Penalty: 3164.185791
	Iteration 73Q: 3 clusters Score -880962.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -880974.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -880991.250000 Penalty: 3164.185791
	Iteration 75Q: 3 clusters Score -880991.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -881002.312500 Penalty: 3164.185791
	Iteration 76Q: 3 clusters Score -881002.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -881015.062500 Penalty: 3164.185791
	Iteration 77Q: 3 clusters Score -881015.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -881028.312500 Penalty: 3164.185791
	Iteration 78Q: 3 clusters Score -881028.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -881039.750000 Penalty: 3164.185791
	Iteration 79Q: 3 clusters Score -881039.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -881050.625000 Penalty: 3164.185791
	Iteration 80F: 3 clusters Score -881050.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -881060.437500 Penalty: 3164.185791
	Iteration 81Q: 3 clusters Score -881060.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -881072.125000 Penalty: 3164.185791
	Iteration 82Q: 3 clusters Score -881072.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -881086.750000 Penalty: 3164.185791
	Iteration 83Q: 3 clusters Score -881086.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -881107.062500 Penalty: 3164.185791
	Iteration 84Q: 3 clusters Score -881107.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -881126.687500 Penalty: 3164.185791
	Iteration 85Q: 3 clusters Score -881126.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -881145.500000 Penalty: 3164.185791
	Iteration 86Q: 3 clusters Score -881145.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -881164.437500 Penalty: 3164.185791
	Iteration 87Q: 3 clusters Score -881164.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -881184.187500 Penalty: 3164.185791
	Iteration 88Q: 3 clusters Score -881184.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -881210.125000 Penalty: 3164.185791
	Iteration 89Q: 3 clusters Score -881210.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -881243.750000 Penalty: 3164.185791
	Iteration 90Q: 3 clusters Score -881243.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -881270.812500 Penalty: 3164.185791
	Iteration 91Q: 3 clusters Score -881270.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -881305.312500 Penalty: 3164.185791
	Iteration 92Q: 3 clusters Score -881305.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -881350.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -881393.250000 Penalty: 3164.185791
	Iteration 94Q: 3 clusters Score -881393.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -881441.312500 Penalty: 3164.185791
	Iteration 95Q: 3 clusters Score -881441.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -881484.812500 Penalty: 3164.185791
	Iteration 96Q: 3 clusters Score -881484.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -881521.937500 Penalty: 3164.185791
	Iteration 97Q: 3 clusters Score -881521.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -881559.937500 Penalty: 3164.185791
	Iteration 98Q: 3 clusters Score -881559.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -881584.625000 Penalty: 3164.185791
	Iteration 99Q: 3 clusters Score -881584.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -881617.125000 Penalty: 3164.185791
	Iteration 100F: 3 clusters Score -881617.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -881649.875000 Penalty: 3164.185791
	Iteration 101Q: 3 clusters Score -881649.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -881685.125000 Penalty: 3164.185791
	Iteration 102Q: 3 clusters Score -881685.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -881712.625000 Penalty: 3164.185791
	Iteration 103Q: 3 clusters Score -881712.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -881739.437500 Penalty: 3164.185791
	Iteration 104Q: 3 clusters Score -881739.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -881766.062500 Penalty: 3164.185791
	Iteration 105Q: 3 clusters Score -881766.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -881787.250000 Penalty: 3164.185791
	Iteration 106Q: 3 clusters Score -881787.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -881808.437500 Penalty: 3164.185791
	Iteration 107Q: 3 clusters Score -881808.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -881832.875000 Penalty: 3164.185791
	Iteration 108Q: 3 clusters Score -881832.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -881851.875000 Penalty: 3164.185791
	Iteration 109Q: 3 clusters Score -881851.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -881873.437500 Penalty: 3164.185791
	Iteration 110Q: 3 clusters Score -881873.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -881890.187500 Penalty: 3164.185791
	Iteration 111Q: 3 clusters Score -881890.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -881911.125000 Penalty: 3164.185791
	Iteration 112Q: 3 clusters Score -881911.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -881922.937500 Penalty: 3164.185791
	Iteration 113Q: 3 clusters Score -881922.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -881936.187500 Penalty: 3164.185791
	Iteration 114Q: 3 clusters Score -881936.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -881945.062500 Penalty: 3164.185791
	Iteration 115Q: 3 clusters Score -881945.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -881949.687500 Penalty: 3164.185791
	Iteration 116Q: 3 clusters Score -881949.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -881957.250000 Penalty: 3164.185791
	Iteration 117Q: 3 clusters Score -881957.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -881966.437500 Penalty: 3164.185791
	Iteration 118Q: 3 clusters Score -881966.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -881973.500000 Penalty: 3164.185791
	Iteration 119Q: 3 clusters Score -881973.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -881974.937500 Penalty: 3164.185791
	Iteration 120F: 3 clusters Score -881974.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -881982.750000 Penalty: 3164.185791
	Iteration 121Q: 3 clusters Score -881982.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -881987.312500 Penalty: 3164.185791
	Iteration 122Q: 3 clusters Score -881987.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -881992.937500 Penalty: 3164.185791
	Iteration 123Q: 3 clusters Score -881992.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -882001.062500 Penalty: 3164.185791
	Iteration 124Q: 3 clusters Score -882001.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -882004.500000 Penalty: 3164.185791
	Iteration 125Q: 3 clusters Score -882004.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -882010.250000 Penalty: 3164.185791
	Iteration 126Q: 3 clusters Score -882010.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -882016.562500 Penalty: 3164.185791
	Iteration 127Q: 3 clusters Score -882016.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -882017.375000 Penalty: 3164.185791
	Iteration 128Q: 3 clusters Score -882017.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -882019.375000 Penalty: 3164.185791
	Iteration 129Q: 3 clusters Score -882019.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -882021.500000 Penalty: 3164.185791
	Iteration 130Q: 3 clusters Score -882021.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -882021.437500 Penalty: 3164.185791
	Iteration 131Q: 3 clusters Score -882021.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -882026.187500 Penalty: 3164.185791
	Iteration 132Q: 3 clusters Score -882026.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -882028.250000 Penalty: 3164.185791
	Iteration 133Q: 3 clusters Score -882028.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -882029.125000 Penalty: 3164.185791
	Iteration 134Q: 3 clusters Score -882029.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -882030.937500 Penalty: 3164.185791
	Iteration 135Q: 3 clusters Score -882030.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -882033.687500 Penalty: 3164.185791
	Iteration 136Q: 3 clusters Score -882033.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -882037.875000 Penalty: 3164.185791
	Iteration 137Q: 3 clusters Score -882037.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -882040.687500 Penalty: 3164.185791
	Iteration 138Q: 3 clusters Score -882040.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -882043.687500 Penalty: 3164.185791
	Iteration 139Q: 3 clusters Score -882043.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -882048.750000 Penalty: 3164.185791
	Iteration 140F: 3 clusters Score -882048.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -882053.000000 Penalty: 3164.185791
	Iteration 141Q: 3 clusters Score -882053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -882055.125000 Penalty: 3164.185791
	Iteration 142Q: 3 clusters Score -882055.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -882055.937500 Penalty: 3164.185791
	Iteration 143Q: 3 clusters Score -882055.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -882056.000000 Penalty: 3164.185791
	Iteration 144Q: 3 clusters Score -882056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -882056.562500 Penalty: 3164.185791
	Iteration 145Q: 3 clusters Score -882056.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -882058.375000 Penalty: 3164.185791
	Iteration 146Q: 3 clusters Score -882058.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -882057.625000 Penalty: 3164.185791
	Iteration 147Q: 3 clusters Score -882057.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -882058.562500 Penalty: 3164.185791
	Iteration 148Q: 3 clusters Score -882058.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -882060.812500 Penalty: 3164.185791
	Iteration 149Q: 3 clusters Score -882060.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -882060.687500 Penalty: 3164.185791
	Iteration 150Q: 3 clusters Score -882060.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -882061.687500 Penalty: 3164.185791
	Iteration 151Q: 3 clusters Score -882061.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -882063.312500 Penalty: 3164.185791
	Iteration 152Q: 3 clusters Score -882063.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -882065.750000 Penalty: 3164.185791
	Iteration 153Q: 3 clusters Score -882065.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -882065.312500 Penalty: 3164.185791
	Iteration 154Q: 3 clusters Score -882065.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -882068.062500 Penalty: 3164.185791
	Iteration 155Q: 3 clusters Score -882068.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -882068.375000 Penalty: 3164.185791
	Iteration 156Q: 3 clusters Score -882068.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -882068.375000 Penalty: 3164.185791
	Iteration 157Q: 3 clusters Score -882068.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -882065.875000 Penalty: 3164.185791
	Iteration 158Q: 3 clusters Score -882065.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -882066.625000 Penalty: 3164.185791
	Iteration 159Q: 3 clusters Score -882066.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -882067.687500 Penalty: 3164.185791
	Iteration 160F: 3 clusters Score -882067.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -882067.937500 Penalty: 3164.185791
	Iteration 161Q: 3 clusters Score -882067.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -882068.562500 Penalty: 3164.185791
	Iteration 162Q: 3 clusters Score -882068.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -882069.312500 Penalty: 3164.185791
	Iteration 163Q: 3 clusters Score -882069.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -882070.812500 Penalty: 3164.185791
	Iteration 164Q: 3 clusters Score -882070.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -882073.437500 Penalty: 3164.185791
	Iteration 165Q: 3 clusters Score -882073.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -882073.250000 Penalty: 3164.185791
	Iteration 166Q: 3 clusters Score -882073.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -882073.375000 Penalty: 3164.185791
	Iteration 167Q: 3 clusters Score -882073.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -882073.937500 Penalty: 3164.185791
	Iteration 168Q: 3 clusters Score -882073.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -882075.562500 Penalty: 3164.185791
	Iteration 169Q: 3 clusters Score -882075.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -882076.937500 Penalty: 3164.185791
	Iteration 170Q: 3 clusters Score -882076.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -882076.937500 Penalty: 3164.185791
	Iteration 171F: 3 clusters Score -882076.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (40082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Entering Unmasked Estep 
Score: -2129136.250000 Penalty: 1722.285889
	Iteration 0F: 2 clusters Score -2129136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -2102311.500000 Penalty: 3444.571777
	Iteration 0F: 3 clusters Score -2102312 nChanged 18597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -2112771.250000 Penalty: 3444.571777
	Iteration 1F: 3 clusters Score -2112771 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -2113583.500000 Penalty: 3444.571777
	Iteration 2Q: 3 clusters Score -2113584 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -2114821.000000 Penalty: 3444.571777
	Iteration 3Q: 3 clusters Score -2114821 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -2116511.750000 Penalty: 3444.571777
	Iteration 4F: 3 clusters Score -2116512 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -2118406.250000 Penalty: 3444.571777
	Iteration 5F: 3 clusters Score -2118406 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -2120319.500000 Penalty: 3444.571777
	Iteration 6F: 3 clusters Score -2120320 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -2122330.750000 Penalty: 3444.571777
	Iteration 7F: 3 clusters Score -2122331 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -2124220.500000 Penalty: 3444.571777
	Iteration 8F: 3 clusters Score -2124220 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -2125682.500000 Penalty: 3444.571777
	Iteration 9F: 3 clusters Score -2125682 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -2126605.000000 Penalty: 3444.571777
	Iteration 10Q: 3 clusters Score -2126605 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -2127085.000000 Penalty: 3444.571777
	Iteration 11Q: 3 clusters Score -2127085 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -2127351.000000 Penalty: 3444.571777
	Iteration 12Q: 3 clusters Score -2127351 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2127562.500000 Penalty: 3444.571777
	Iteration 13Q: 3 clusters Score -2127562 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -2127660.750000 Penalty: 3444.571777
	Iteration 14Q: 3 clusters Score -2127661 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -2127720.750000 Penalty: 3444.571777
	Iteration 15Q: 3 clusters Score -2127721 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -2127769.750000 Penalty: 3444.571777
	Iteration 16Q: 3 clusters Score -2127770 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2127801.750000 Penalty: 3444.571777
	Iteration 17Q: 3 clusters Score -2127802 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2127831.250000 Penalty: 3444.571777
	Iteration 18Q: 3 clusters Score -2127831 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -2127857.750000 Penalty: 3444.571777
	Iteration 19Q: 3 clusters Score -2127858 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -2127883.500000 Penalty: 3444.571777
	Iteration 20F: 3 clusters Score -2127884 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -2127898.500000 Penalty: 3444.571777
	Iteration 21Q: 3 clusters Score -2127898 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -2127907.000000 Penalty: 3444.571777
	Iteration 22Q: 3 clusters Score -2127907 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2127925.750000 Penalty: 3444.571777
	Iteration 23Q: 3 clusters Score -2127926 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -2127929.750000 Penalty: 3444.571777
	Iteration 24Q: 3 clusters Score -2127930 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2127956.500000 Penalty: 3444.571777
	Iteration 25Q: 3 clusters Score -2127956 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -2127963.250000 Penalty: 3444.571777
	Iteration 26Q: 3 clusters Score -2127963 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -2127981.750000 Penalty: 3444.571777
	Iteration 27Q: 3 clusters Score -2127982 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -2127989.750000 Penalty: 3444.571777
	Iteration 28Q: 3 clusters Score -2127990 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2128003.000000 Penalty: 3444.571777
	Iteration 29Q: 3 clusters Score -2128003 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -2128015.250000 Penalty: 3444.571777
	Iteration 30Q: 3 clusters Score -2128015 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -2128027.000000 Penalty: 3444.571777
	Iteration 31Q: 3 clusters Score -2128027 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -2128050.750000 Penalty: 3444.571777
	Iteration 32Q: 3 clusters Score -2128051 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -2128068.750000 Penalty: 3444.571777
	Iteration 33Q: 3 clusters Score -2128069 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2128095.750000 Penalty: 3444.571777
	Iteration 34Q: 3 clusters Score -2128096 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -2128099.000000 Penalty: 3444.571777
	Iteration 35Q: 3 clusters Score -2128099 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2128106.750000 Penalty: 3444.571777
	Iteration 36Q: 3 clusters Score -2128107 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -2128130.000000 Penalty: 3444.571777
	Iteration 37Q: 3 clusters Score -2128130 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -2128137.500000 Penalty: 3444.571777
	Iteration 38Q: 3 clusters Score -2128138 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2128159.750000 Penalty: 3444.571777
	Iteration 39Q: 3 clusters Score -2128160 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -2128187.250000 Penalty: 3444.571777
	Iteration 40F: 3 clusters Score -2128187 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2128201.250000 Penalty: 3444.571777
	Iteration 41Q: 3 clusters Score -2128201 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2128207.500000 Penalty: 3444.571777
	Iteration 42Q: 3 clusters Score -2128208 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -2128228.250000 Penalty: 3444.571777
	Iteration 43Q: 3 clusters Score -2128228 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2128232.250000 Penalty: 3444.571777
	Iteration 44Q: 3 clusters Score -2128232 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -2128250.750000 Penalty: 3444.571777
	Iteration 45Q: 3 clusters Score -2128251 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -2128249.000000 Penalty: 3444.571777
	Iteration 46Q: 3 clusters Score -2128249 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2128259.250000 Penalty: 3444.571777
	Iteration 47Q: 3 clusters Score -2128259 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2128263.500000 Penalty: 3444.571777
	Iteration 48Q: 3 clusters Score -2128264 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2128265.250000 Penalty: 3444.571777
	Iteration 49Q: 3 clusters Score -2128265 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -2128277.500000 Penalty: 3444.571777
	Iteration 50Q: 3 clusters Score -2128278 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2128289.750000 Penalty: 3444.571777
	Iteration 51Q: 3 clusters Score -2128290 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2128293.500000 Penalty: 3444.571777
	Iteration 52Q: 3 clusters Score -2128294 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -2128292.750000 Penalty: 3444.571777
	Iteration 53Q: 3 clusters Score -2128293 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2128301.000000 Penalty: 3444.571777
	Iteration 54Q: 3 clusters Score -2128301 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -2128316.000000 Penalty: 3444.571777
	Iteration 55Q: 3 clusters Score -2128316 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -2128333.750000 Penalty: 3444.571777
	Iteration 56Q: 3 clusters Score -2128334 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -2128345.750000 Penalty: 3444.571777
	Iteration 57Q: 3 clusters Score -2128346 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2128358.000000 Penalty: 3444.571777
	Iteration 58Q: 3 clusters Score -2128358 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2128381.750000 Penalty: 3444.571777
	Iteration 59Q: 3 clusters Score -2128382 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2128395.500000 Penalty: 3444.571777
	Iteration 60F: 3 clusters Score -2128396 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2128412.000000 Penalty: 3444.571777
	Iteration 61Q: 3 clusters Score -2128412 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -2128443.250000 Penalty: 3444.571777
	Iteration 62Q: 3 clusters Score -2128443 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -2128454.750000 Penalty: 3444.571777
	Iteration 63Q: 3 clusters Score -2128455 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2128474.000000 Penalty: 3444.571777
	Iteration 64Q: 3 clusters Score -2128474 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -2128486.250000 Penalty: 3444.571777
	Iteration 65Q: 3 clusters Score -2128486 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -2128501.250000 Penalty: 3444.571777
	Iteration 66Q: 3 clusters Score -2128501 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2128532.000000 Penalty: 3444.571777
	Iteration 67Q: 3 clusters Score -2128532 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2128548.250000 Penalty: 3444.571777
	Iteration 68Q: 3 clusters Score -2128548 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2128561.250000 Penalty: 3444.571777
	Iteration 69Q: 3 clusters Score -2128561 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2128590.500000 Penalty: 3444.571777
	Iteration 70Q: 3 clusters Score -2128590 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2128600.750000 Penalty: 3444.571777
	Iteration 71Q: 3 clusters Score -2128601 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2128606.500000 Penalty: 3444.571777
	Iteration 72Q: 3 clusters Score -2128606 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2128618.000000 Penalty: 3444.571777
	Iteration 73Q: 3 clusters Score -2128618 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2128636.500000 Penalty: 3444.571777
	Iteration 74Q: 3 clusters Score -2128636 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2128641.000000 Penalty: 3444.571777
	Iteration 75Q: 3 clusters Score -2128641 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2128654.750000 Penalty: 3444.571777
	Iteration 76Q: 3 clusters Score -2128655 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -2128667.750000 Penalty: 3444.571777
	Iteration 77Q: 3 clusters Score -2128668 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -2128687.250000 Penalty: 3444.571777
	Iteration 78Q: 3 clusters Score -2128687 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -2128698.750000 Penalty: 3444.571777
	Iteration 79Q: 3 clusters Score -2128699 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -2128712.500000 Penalty: 3444.571777
	Iteration 80F: 3 clusters Score -2128712 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2128727.500000 Penalty: 3444.571777
	Iteration 81Q: 3 clusters Score -2128728 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2128737.250000 Penalty: 3444.571777
	Iteration 82Q: 3 clusters Score -2128737 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2128739.500000 Penalty: 3444.571777
	Iteration 83Q: 3 clusters Score -2128740 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2128752.250000 Penalty: 3444.571777
	Iteration 84Q: 3 clusters Score -2128752 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2128770 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2128781.750000 Penalty: 3444.571777
	Iteration 86Q: 3 clusters Score -2128782 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2128798 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2128811.250000 Penalty: 3444.571777
	Iteration 88Q: 3 clusters Score -2128811 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31750 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2128828.250000 Penalty: 3444.571777
	Iteration 89Q: 3 clusters Score -2128828 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2128826.500000 Penalty: 3444.571777
	Iteration 90Q: 3 clusters Score -2128826 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2128839 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -2128848.250000 Penalty: 3444.571777
	Iteration 92Q: 3 clusters Score -2128848 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2128852.500000 Penalty: 3444.571777
	Iteration 93Q: 3 clusters Score -2128852 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -2128867.250000 Penalty: 3444.571777
	Iteration 94Q: 3 clusters Score -2128867 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2128873 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32354 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2128882.000000 Penalty: 3444.571777
	Iteration 96Q: 3 clusters Score -2128882 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -2128887.500000 Penalty: 3444.571777
	Iteration 97Q: 3 clusters Score -2128888 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -2128892.750000 Penalty: 3444.571777
	Iteration 98Q: 3 clusters Score -2128893 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2128890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -2128893.000000 Penalty: 3444.571777
	Iteration 100F: 3 clusters Score -2128893 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -2128896.500000 Penalty: 3444.571777
	Iteration 101Q: 3 clusters Score -2128896 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -2128902.250000 Penalty: 3444.571777
	Iteration 102Q: 3 clusters Score -2128902 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -2128907.500000 Penalty: 3444.571777
	Iteration 103Q: 3 clusters Score -2128908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2128910.500000 Penalty: 3444.571777
	Iteration 104Q: 3 clusters Score -2128910 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2128910 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -2128917.500000 Penalty: 3444.571777
	Iteration 106Q: 3 clusters Score -2128918 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2128918 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2128920.750000 Penalty: 3444.571777
	Iteration 108Q: 3 clusters Score -2128921 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -2128922.250000 Penalty: 3444.571777
	Iteration 109Q: 3 clusters Score -2128922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -2128923.750000 Penalty: 3444.571777
	Iteration 110Q: 3 clusters Score -2128924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2128924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -2128926.500000 Penalty: 3444.571777
	Iteration 112Q: 3 clusters Score -2128926 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2128930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2128928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2128931.250000 Penalty: 3444.571777
	Iteration 115Q: 3 clusters Score -2128931 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -2128933.500000 Penalty: 3444.571777
	Iteration 116Q: 3 clusters Score -2128934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2128934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2128935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2128930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2128932.750000 Penalty: 3444.571777
	Iteration 120F: 3 clusters Score -2128933 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2128932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2128940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -2128935.500000 Penalty: 3444.571777
	Iteration 123Q: 3 clusters Score -2128936 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2128935 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2128937 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2128939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -2128943.000000 Penalty: 3444.571777
	Iteration 127Q: 3 clusters Score -2128943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -2128946.000000 Penalty: 3444.571777
	Iteration 128Q: 3 clusters Score -2128946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2128941.250000 Penalty: 3444.571777
	Iteration 129Q: 3 clusters Score -2128941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -2128948.750000 Penalty: 3444.571777
	Iteration 130Q: 3 clusters Score -2128949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2128951.000000 Penalty: 3444.571777
	Iteration 131Q: 3 clusters Score -2128951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2128948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2128949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2128951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -2128950.500000 Penalty: 3444.571777
	Iteration 135Q: 3 clusters Score -2128950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2128947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2128947.750000 Penalty: 3444.571777
	Iteration 137Q: 3 clusters Score -2128948 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2128950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -2128952.250000 Penalty: 3444.571777
	Iteration 139Q: 3 clusters Score -2128952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -2128949.250000 Penalty: 3444.571777
	Iteration 140F: 3 clusters Score -2128949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2128951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -2128946.750000 Penalty: 3444.571777
	Iteration 142Q: 3 clusters Score -2128947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -2128947.500000 Penalty: 3444.571777
	Iteration 143Q: 3 clusters Score -2128948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2128947 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2128949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33538 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -2128951.250000 Penalty: 3444.571777
	Iteration 146Q: 3 clusters Score -2128951 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2128948 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -2128951.750000 Penalty: 3444.571777
	Iteration 148Q: 3 clusters Score -2128952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -2128950.000000 Penalty: 3444.571777
	Iteration 149Q: 3 clusters Score -2128950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2128950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2128945.500000 Penalty: 3444.571777
	Iteration 151Q: 3 clusters Score -2128946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2128948.750000 Penalty: 3444.571777
	Iteration 152Q: 3 clusters Score -2128949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2128946 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2128950 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -2128947.000000 Penalty: 3444.571777
	Iteration 155Q: 3 clusters Score -2128947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -2128946.000000 Penalty: 3444.571777
	Iteration 156Q: 3 clusters Score -2128946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -2128952.250000 Penalty: 3444.571777
	Iteration 157Q: 3 clusters Score -2128952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -2128955.750000 Penalty: 3444.571777
	Iteration 158Q: 3 clusters Score -2128956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -2128958.500000 Penalty: 3444.571777
	Iteration 159Q: 3 clusters Score -2128958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2128959.250000 Penalty: 3444.571777
	Iteration 160F: 3 clusters Score -2128959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2128963.250000 Penalty: 3444.571777
	Iteration 161Q: 3 clusters Score -2128963 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2128963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -2128966.000000 Penalty: 3444.571777
	Iteration 163Q: 3 clusters Score -2128966 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2128967.000000 Penalty: 3444.571777
	Iteration 164Q: 3 clusters Score -2128967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2128966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2128966 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2128968.250000 Penalty: 3444.571777
	Iteration 167Q: 3 clusters Score -2128968 nChanged 10
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Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2128967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2128969.750000 Penalty: 3444.571777
	Iteration 169Q: 3 clusters Score -2128970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2128971 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -2128968.500000 Penalty: 3444.571777
	Iteration 171Q: 3 clusters Score -2128968 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2128969 nChanged 15
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Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2128968 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2128972.250000 Penalty: 3444.571777
	Iteration 174Q: 3 clusters Score -2128972 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2128969 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2128982.000000 Penalty: 3444.571777
	Iteration 176Q: 3 clusters Score -2128982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -2128982.250000 Penalty: 3444.571777
	Iteration 177Q: 3 clusters Score -2128982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33929 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -2128983.250000 Penalty: 3444.571777
	Iteration 178Q: 3 clusters Score -2128983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2128976.750000 Penalty: 3444.571777
	Iteration 179Q: 3 clusters Score -2128977 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -2128973.500000 Penalty: 3444.571777
	Iteration 180F: 3 clusters Score -2128974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2128976.250000 Penalty: 3444.571777
	Iteration 181Q: 3 clusters Score -2128976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2128977.500000 Penalty: 3444.571777
	Iteration 182Q: 3 clusters Score -2128978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2128979.250000 Penalty: 3444.571777
	Iteration 183Q: 3 clusters Score -2128979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -2128978.250000 Penalty: 3444.571777
	Iteration 184Q: 3 clusters Score -2128978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2128983.250000 Penalty: 3444.571777
	Iteration 185Q: 3 clusters Score -2128983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2128983.750000 Penalty: 3444.571777
	Iteration 186Q: 3 clusters Score -2128984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -2128982.500000 Penalty: 3444.571777
	Iteration 187Q: 3 clusters Score -2128982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -2128982.000000 Penalty: 3444.571777
	Iteration 188Q: 3 clusters Score -2128982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -2128984.500000 Penalty: 3444.571777
	Iteration 189Q: 3 clusters Score -2128984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34067 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2128989.500000 Penalty: 3444.571777
	Iteration 190Q: 3 clusters Score -2128990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -2128986.250000 Penalty: 3444.571777
	Iteration 191Q: 3 clusters Score -2128986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2128988.500000 Penalty: 3444.571777
	Iteration 192Q: 3 clusters Score -2128988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -2128985.500000 Penalty: 3444.571777
	Iteration 193Q: 3 clusters Score -2128986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -2128983.000000 Penalty: 3444.571777
	Iteration 194Q: 3 clusters Score -2128983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -2128984.750000 Penalty: 3444.571777
	Iteration 195Q: 3 clusters Score -2128985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2128986.250000 Penalty: 3444.571777
	Iteration 196Q: 3 clusters Score -2128986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -2128981.000000 Penalty: 3444.571777
	Iteration 197Q: 3 clusters Score -2128981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -2128980.750000 Penalty: 3444.571777
	Iteration 198Q: 3 clusters Score -2128981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -2128986.000000 Penalty: 3444.571777
	Iteration 199Q: 3 clusters Score -2128986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -2128986.000000 Penalty: 3444.571777
	Iteration 200F: 3 clusters Score -2128986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -2128985.250000 Penalty: 3444.571777
	Iteration 201Q: 3 clusters Score -2128985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2128986.500000 Penalty: 3444.571777
	Iteration 202Q: 3 clusters Score -2128986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2128986.500000 Penalty: 3444.571777
	Iteration 203F: 3 clusters Score -2128986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Entering Unmasked Estep 
Score: -659570.000000 Penalty: 1542.777344
	Iteration 0F: 2 clusters Score -659570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -650279.562500 Penalty: 3085.554688
	Iteration 0F: 3 clusters Score -650279.6 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -653493.875000 Penalty: 3085.554688
	Iteration 1F: 3 clusters Score -653493.9 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -653740.250000 Penalty: 3085.554688
	Iteration 2F: 3 clusters Score -653740.2 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -653933.000000 Penalty: 3085.554688
	Iteration 3Q: 3 clusters Score -653933 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -654114.125000 Penalty: 3085.554688
	Iteration 4Q: 3 clusters Score -654114.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -654280.312500 Penalty: 3085.554688
	Iteration 5Q: 3 clusters Score -654280.3 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -654461.625000 Penalty: 3085.554688
	Iteration 6Q: 3 clusters Score -654461.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -654622.375000 Penalty: 3085.554688
	Iteration 7Q: 3 clusters Score -654622.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -654784.937500 Penalty: 3085.554688
	Iteration 8Q: 3 clusters Score -654784.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -654957.125000 Penalty: 3085.554688
	Iteration 9Q: 3 clusters Score -654957.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -655148.875000 Penalty: 3085.554688
	Iteration 10Q: 3 clusters Score -655148.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -655387.375000 Penalty: 3085.554688
	Iteration 11Q: 3 clusters Score -655387.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -655639.250000 Penalty: 3085.554688
	Iteration 12Q: 3 clusters Score -655639.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -655894.937500 Penalty: 3085.554688
	Iteration 13Q: 3 clusters Score -655894.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -656212.062500 Penalty: 3085.554688
	Iteration 14Q: 3 clusters Score -656212.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -656608.625000 Penalty: 3085.554688
	Iteration 15Q: 3 clusters Score -656608.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -657042.625000 Penalty: 3085.554688
	Iteration 16Q: 3 clusters Score -657042.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -657431.562500 Penalty: 3085.554688
	Iteration 17Q: 3 clusters Score -657431.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -657738.875000 Penalty: 3085.554688
	Iteration 18Q: 3 clusters Score -657738.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -657930.437500 Penalty: 3085.554688
	Iteration 19Q: 3 clusters Score -657930.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -658038.562500 Penalty: 3085.554688
	Iteration 20F: 3 clusters Score -658038.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -658121.687500 Penalty: 3085.554688
	Iteration 21Q: 3 clusters Score -658121.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -658162.187500 Penalty: 3085.554688
	Iteration 22Q: 3 clusters Score -658162.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -658182.625000 Penalty: 3085.554688
	Iteration 23Q: 3 clusters Score -658182.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -658202.937500 Penalty: 3085.554688
	Iteration 24Q: 3 clusters Score -658202.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -658217.625000 Penalty: 3085.554688
	Iteration 25Q: 3 clusters Score -658217.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -658234.500000 Penalty: 3085.554688
	Iteration 26Q: 3 clusters Score -658234.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -658241.125000 Penalty: 3085.554688
	Iteration 27Q: 3 clusters Score -658241.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -658253.000000 Penalty: 3085.554688
	Iteration 28Q: 3 clusters Score -658253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -658259.187500 Penalty: 3085.554688
	Iteration 29Q: 3 clusters Score -658259.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -658264.375000 Penalty: 3085.554688
	Iteration 30Q: 3 clusters Score -658264.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -658265.750000 Penalty: 3085.554688
	Iteration 31Q: 3 clusters Score -658265.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -658268.687500 Penalty: 3085.554688
	Iteration 32Q: 3 clusters Score -658268.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -658270.000000 Penalty: 3085.554688
	Iteration 33Q: 3 clusters Score -658270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -658272.125000 Penalty: 3085.554688
	Iteration 34Q: 3 clusters Score -658272.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -658275.437500 Penalty: 3085.554688
	Iteration 35Q: 3 clusters Score -658275.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -658278.750000 Penalty: 3085.554688
	Iteration 36Q: 3 clusters Score -658278.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -658278.687500 Penalty: 3085.554688
	Iteration 37Q: 3 clusters Score -658278.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -658279.812500 Penalty: 3085.554688
	Iteration 38Q: 3 clusters Score -658279.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -658279.937500 Penalty: 3085.554688
	Iteration 39Q: 3 clusters Score -658279.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -658279.937500 Penalty: 3085.554688
	Iteration 40F: 3 clusters Score -658279.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (154873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154873 members 
Entering Unmasked Estep 
Score: -8202144.000000 Penalty: 1941.933594
	Iteration 0F: 2 clusters Score -8202144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77291 members 
Mstep: Class 2 contains 77582 members 
Entering Unmasked Estep 
Score: -8097907.000000 Penalty: 3883.867188
	Iteration 0F: 3 clusters Score -8097907 nChanged 74937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74048 members 
Mstep: Class 2 contains 80825 members 
Entering Unmasked Estep 
Score: -8141767.000000 Penalty: 3883.867188
	Iteration 1F: 3 clusters Score -8141767 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72012 members 
Mstep: Class 2 contains 82861 members 
Entering Unmasked Estep 
Score: -8142711.500000 Penalty: 3883.867188
	Iteration 2Q: 3 clusters Score -8142712 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68700 members 
Mstep: Class 2 contains 86173 members 
Entering Unmasked Estep 
Score: -8144162.000000 Penalty: 3883.867188
	Iteration 3Q: 3 clusters Score -8144162 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63663 members 
Mstep: Class 2 contains 91210 members 
Entering Unmasked Estep 
Score: -8146629.000000 Penalty: 3883.867188
	Iteration 4Q: 3 clusters Score -8146629 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56214 members 
Mstep: Class 2 contains 98659 members 
Entering Unmasked Estep 
Score: -8151205.000000 Penalty: 3883.867188
	Iteration 5F: 3 clusters Score -8151205 nChanged 11272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45808 members 
Mstep: Class 2 contains 109065 members 
Entering Unmasked Estep 
Score: -8159086.000000 Penalty: 3883.867188
	Iteration 6F: 3 clusters Score -8159086 nChanged 13273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 121638 members 
Entering Unmasked Estep 
Score: -8170446.000000 Penalty: 3883.867188
	Iteration 7F: 3 clusters Score -8170446 nChanged 12726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 133966 members 
Entering Unmasked Estep 
Score: -8182820.500000 Penalty: 3883.867188
	Iteration 8F: 3 clusters Score -8182820 nChanged 9225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 142955 members 
Entering Unmasked Estep 
Score: -8191976.000000 Penalty: 3883.867188
	Iteration 9F: 3 clusters Score -8191976 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 147818 members 
Entering Unmasked Estep 
Score: -8196847.000000 Penalty: 3883.867188
	Iteration 10Q: 3 clusters Score -8196847 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 150012 members 
Entering Unmasked Estep 
Score: -8199220.000000 Penalty: 3883.867188
	Iteration 11Q: 3 clusters Score -8199220 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 150904 members 
Entering Unmasked Estep 
Score: -8200331.000000 Penalty: 3883.867188
	Iteration 12Q: 3 clusters Score -8200331 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 151275 members 
Entering Unmasked Estep 
Score: -8200737.000000 Penalty: 3883.867188
	Iteration 13Q: 3 clusters Score -8200737 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 151467 members 
Entering Unmasked Estep 
Score: -8200976.500000 Penalty: 3883.867188
	Iteration 14Q: 3 clusters Score -8200976 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 151621 members 
Entering Unmasked Estep 
Score: -8201107.000000 Penalty: 3883.867188
	Iteration 15Q: 3 clusters Score -8201107 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 151710 members 
Entering Unmasked Estep 
Score: -8201159.000000 Penalty: 3883.867188
	Iteration 16Q: 3 clusters Score -8201159 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 151770 members 
Entering Unmasked Estep 
Score: -8201174.000000 Penalty: 3883.867188
	Iteration 17Q: 3 clusters Score -8201174 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 151813 members 
Entering Unmasked Estep 
Score: -8201195.500000 Penalty: 3883.867188
	Iteration 18Q: 3 clusters Score -8201196 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 151850 members 
Entering Unmasked Estep 
Score: -8201205.500000 Penalty: 3883.867188
	Iteration 19Q: 3 clusters Score -8201206 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 151880 members 
Entering Unmasked Estep 
Score: -8201228.000000 Penalty: 3883.867188
	Iteration 20F: 3 clusters Score -8201228 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 151915 members 
Entering Unmasked Estep 
Score: -8201236.500000 Penalty: 3883.867188
	Iteration 21Q: 3 clusters Score -8201236 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 151943 members 
Entering Unmasked Estep 
Score: -8201238.500000 Penalty: 3883.867188
	Iteration 22Q: 3 clusters Score -8201238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 151964 members 
Entering Unmasked Estep 
Score: -8201231.000000 Penalty: 3883.867188
	Iteration 23Q: 3 clusters Score -8201231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 151981 members 
Entering Unmasked Estep 
Score: -8201233.000000 Penalty: 3883.867188
	Iteration 24Q: 3 clusters Score -8201233 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 151990 members 
Entering Unmasked Estep 
Score: -8201227.000000 Penalty: 3883.867188
	Iteration 25Q: 3 clusters Score -8201227 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 152000 members 
Entering Unmasked Estep 
Score: -8201238.000000 Penalty: 3883.867188
	Iteration 26Q: 3 clusters Score -8201238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 152007 members 
Entering Unmasked Estep 
Score: -8201256.000000 Penalty: 3883.867188
	Iteration 27Q: 3 clusters Score -8201256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 152013 members 
Entering Unmasked Estep 
Score: -8201251.500000 Penalty: 3883.867188
	Iteration 28Q: 3 clusters Score -8201252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 152017 members 
Entering Unmasked Estep 
Score: -8201248.500000 Penalty: 3883.867188
	Iteration 29Q: 3 clusters Score -8201248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 152024 members 
Entering Unmasked Estep 
Score: -8201254.500000 Penalty: 3883.867188
	Iteration 30Q: 3 clusters Score -8201254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 152040 members 
Entering Unmasked Estep 
Score: -8201260.500000 Penalty: 3883.867188
	Iteration 31Q: 3 clusters Score -8201260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 152049 members 
Entering Unmasked Estep 
Score: -8201249.000000 Penalty: 3883.867188
	Iteration 32Q: 3 clusters Score -8201249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 152056 members 
Entering Unmasked Estep 
Score: -8201252.000000 Penalty: 3883.867188
	Iteration 33Q: 3 clusters Score -8201252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 152057 members 
Entering Unmasked Estep 
Score: -8201255.000000 Penalty: 3883.867188
	Iteration 34Q: 3 clusters Score -8201255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 152059 members 
Entering Unmasked Estep 
Score: -8201265.500000 Penalty: 3883.867188
	Iteration 35Q: 3 clusters Score -8201266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 152059 members 
Entering Unmasked Estep 
Score: -8201254.500000 Penalty: 3883.867188
	Iteration 36Q: 3 clusters Score -8201254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 152060 members 
Entering Unmasked Estep 
Score: -8201251.000000 Penalty: 3883.867188
	Iteration 37Q: 3 clusters Score -8201251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 152064 members 
Entering Unmasked Estep 
Score: -8201256.500000 Penalty: 3883.867188
	Iteration 38Q: 3 clusters Score -8201256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 152069 members 
Entering Unmasked Estep 
Score: -8201256.000000 Penalty: 3883.867188
	Iteration 39Q: 3 clusters Score -8201256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 152075 members 
Entering Unmasked Estep 
Score: -8201253.500000 Penalty: 3883.867188
	Iteration 40F: 3 clusters Score -8201254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 152080 members 
Entering Unmasked Estep 
Score: -8201244.000000 Penalty: 3883.867188
	Iteration 41Q: 3 clusters Score -8201244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 152081 members 
Entering Unmasked Estep 
Score: -8201250.000000 Penalty: 3883.867188
	Iteration 42Q: 3 clusters Score -8201250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 152084 members 
Entering Unmasked Estep 
Score: -8201253.500000 Penalty: 3883.867188
	Iteration 43Q: 3 clusters Score -8201254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 152085 members 
Entering Unmasked Estep 
Score: -8201256.500000 Penalty: 3883.867188
	Iteration 44Q: 3 clusters Score -8201256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 152087 members 
Entering Unmasked Estep 
Score: -8201259.500000 Penalty: 3883.867188
	Iteration 45Q: 3 clusters Score -8201260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 152090 members 
Entering Unmasked Estep 
Score: -8201254.500000 Penalty: 3883.867188
	Iteration 46Q: 3 clusters Score -8201254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 152094 members 
Entering Unmasked Estep 
Score: -8201261.000000 Penalty: 3883.867188
	Iteration 47Q: 3 clusters Score -8201261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 152095 members 
Entering Unmasked Estep 
Score: -8201258.000000 Penalty: 3883.867188
	Iteration 48Q: 3 clusters Score -8201258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 152095 members 
Entering Unmasked Estep 
Score: -8201258.000000 Penalty: 3883.867188
	Iteration 49F: 3 clusters Score -8201258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Entering Unmasked Estep 
Score: -1666649.500000 Penalty: 1682.424927
	Iteration 0F: 2 clusters Score -1666650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -1645623.500000 Penalty: 3364.849854
	Iteration 0F: 3 clusters Score -1645624 nChanged 14438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1653482.375000 Penalty: 3364.849854
	Iteration 1F: 3 clusters Score -1653482 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1653924.000000 Penalty: 3364.849854
	Iteration 2Q: 3 clusters Score -1653924 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1654520.625000 Penalty: 3364.849854
	Iteration 3Q: 3 clusters Score -1654521 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1655603.750000 Penalty: 3364.849854
	Iteration 4F: 3 clusters Score -1655604 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1657262.125000 Penalty: 3364.849854
	Iteration 5F: 3 clusters Score -1657262 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1659582.625000 Penalty: 3364.849854
	Iteration 6F: 3 clusters Score -1659583 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1662042.500000 Penalty: 3364.849854
	Iteration 7F: 3 clusters Score -1662042 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1663765.125000 Penalty: 3364.849854
	Iteration 8F: 3 clusters Score -1663765 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1664565.625000 Penalty: 3364.849854
	Iteration 9Q: 3 clusters Score -1664566 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1664902.875000 Penalty: 3364.849854
	Iteration 10Q: 3 clusters Score -1664903 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1665064.250000 Penalty: 3364.849854
	Iteration 11Q: 3 clusters Score -1665064 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1665134.500000 Penalty: 3364.849854
	Iteration 12Q: 3 clusters Score -1665134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1665162.125000 Penalty: 3364.849854
	Iteration 13Q: 3 clusters Score -1665162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1665179.875000 Penalty: 3364.849854
	Iteration 14Q: 3 clusters Score -1665180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1665184.625000 Penalty: 3364.849854
	Iteration 15Q: 3 clusters Score -1665185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1665194.125000 Penalty: 3364.849854
	Iteration 16Q: 3 clusters Score -1665194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1665203.750000 Penalty: 3364.849854
	Iteration 17Q: 3 clusters Score -1665204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1665204.125000 Penalty: 3364.849854
	Iteration 18Q: 3 clusters Score -1665204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1665204.500000 Penalty: 3364.849854
	Iteration 19Q: 3 clusters Score -1665204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1665204.500000 Penalty: 3364.849854
	Iteration 20F: 3 clusters Score -1665204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Entering Unmasked Estep 
Score: -377844.718750 Penalty: 1442.597290
	Iteration 0F: 2 clusters Score -377844.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -372448.593750 Penalty: 2885.194580
	Iteration 0F: 3 clusters Score -372448.6 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -374033.437500 Penalty: 2885.194580
	Iteration 1F: 3 clusters Score -374033.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -374223.468750 Penalty: 2885.194580
	Iteration 2F: 3 clusters Score -374223.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -374360.718750 Penalty: 2885.194580
	Iteration 3Q: 3 clusters Score -374360.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -374460.500000 Penalty: 2885.194580
	Iteration 4Q: 3 clusters Score -374460.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -374533.000000 Penalty: 2885.194580
	Iteration 5Q: 3 clusters Score -374533 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -374598.687500 Penalty: 2885.194580
	Iteration 6Q: 3 clusters Score -374598.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -374655.281250 Penalty: 2885.194580
	Iteration 7Q: 3 clusters Score -374655.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -374698.343750 Penalty: 2885.194580
	Iteration 8Q: 3 clusters Score -374698.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -374751.187500 Penalty: 2885.194580
	Iteration 9Q: 3 clusters Score -374751.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -374800.750000 Penalty: 2885.194580
	Iteration 10Q: 3 clusters Score -374800.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -374854.781250 Penalty: 2885.194580
	Iteration 11Q: 3 clusters Score -374854.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -374917.468750 Penalty: 2885.194580
	Iteration 12Q: 3 clusters Score -374917.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -374981.812500 Penalty: 2885.194580
	Iteration 13Q: 3 clusters Score -374981.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -375042.781250 Penalty: 2885.194580
	Iteration 14Q: 3 clusters Score -375042.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -375107.125000 Penalty: 2885.194580
	Iteration 15Q: 3 clusters Score -375107.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -375181.937500 Penalty: 2885.194580
	Iteration 16Q: 3 clusters Score -375181.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -375275.343750 Penalty: 2885.194580
	Iteration 17Q: 3 clusters Score -375275.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -375367.156250 Penalty: 2885.194580
	Iteration 18Q: 3 clusters Score -375367.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -375460.250000 Penalty: 2885.194580
	Iteration 19Q: 3 clusters Score -375460.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -375570.250000 Penalty: 2885.194580
	Iteration 20F: 3 clusters Score -375570.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -375675.750000 Penalty: 2885.194580
	Iteration 21Q: 3 clusters Score -375675.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -375761.406250 Penalty: 2885.194580
	Iteration 22Q: 3 clusters Score -375761.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -375821.062500 Penalty: 2885.194580
	Iteration 23Q: 3 clusters Score -375821.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -375867.781250 Penalty: 2885.194580
	Iteration 24Q: 3 clusters Score -375867.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -375903.218750 Penalty: 2885.194580
	Iteration 25Q: 3 clusters Score -375903.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -375933.437500 Penalty: 2885.194580
	Iteration 26Q: 3 clusters Score -375933.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -375973.125000 Penalty: 2885.194580
	Iteration 27Q: 3 clusters Score -375973.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -376012.406250 Penalty: 2885.194580
	Iteration 28Q: 3 clusters Score -376012.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -376045.406250 Penalty: 2885.194580
	Iteration 29Q: 3 clusters Score -376045.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -376076.093750 Penalty: 2885.194580
	Iteration 30Q: 3 clusters Score -376076.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -376096.093750 Penalty: 2885.194580
	Iteration 31Q: 3 clusters Score -376096.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -376121.375000 Penalty: 2885.194580
	Iteration 32Q: 3 clusters Score -376121.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -376142.562500 Penalty: 2885.194580
	Iteration 33Q: 3 clusters Score -376142.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -376162.250000 Penalty: 2885.194580
	Iteration 34Q: 3 clusters Score -376162.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -376176.437500 Penalty: 2885.194580
	Iteration 35Q: 3 clusters Score -376176.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -376187.468750 Penalty: 2885.194580
	Iteration 36Q: 3 clusters Score -376187.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -376199.218750 Penalty: 2885.194580
	Iteration 37Q: 3 clusters Score -376199.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -376212.562500 Penalty: 2885.194580
	Iteration 38Q: 3 clusters Score -376212.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -376226.062500 Penalty: 2885.194580
	Iteration 39Q: 3 clusters Score -376226.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -376237.843750 Penalty: 2885.194580
	Iteration 40F: 3 clusters Score -376237.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -376245.125000 Penalty: 2885.194580
	Iteration 41Q: 3 clusters Score -376245.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -376252.156250 Penalty: 2885.194580
	Iteration 42Q: 3 clusters Score -376252.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -376258.562500 Penalty: 2885.194580
	Iteration 43Q: 3 clusters Score -376258.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -376263.156250 Penalty: 2885.194580
	Iteration 44Q: 3 clusters Score -376263.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -376268.781250 Penalty: 2885.194580
	Iteration 45Q: 3 clusters Score -376268.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -376273.687500 Penalty: 2885.194580
	Iteration 46Q: 3 clusters Score -376273.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -376280.375000 Penalty: 2885.194580
	Iteration 47Q: 3 clusters Score -376280.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -376285.093750 Penalty: 2885.194580
	Iteration 48Q: 3 clusters Score -376285.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -376289.187500 Penalty: 2885.194580
	Iteration 49Q: 3 clusters Score -376289.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -376293.000000 Penalty: 2885.194580
	Iteration 50Q: 3 clusters Score -376293 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -376296.593750 Penalty: 2885.194580
	Iteration 51Q: 3 clusters Score -376296.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -376297.750000 Penalty: 2885.194580
	Iteration 52Q: 3 clusters Score -376297.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -376298.843750 Penalty: 2885.194580
	Iteration 53Q: 3 clusters Score -376298.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -376300.062500 Penalty: 2885.194580
	Iteration 54Q: 3 clusters Score -376300.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -376301.031250 Penalty: 2885.194580
	Iteration 55Q: 3 clusters Score -376301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -376301.656250 Penalty: 2885.194580
	Iteration 56Q: 3 clusters Score -376301.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -376303.406250 Penalty: 2885.194580
	Iteration 57Q: 3 clusters Score -376303.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -376305.031250 Penalty: 2885.194580
	Iteration 58Q: 3 clusters Score -376305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -376306.968750 Penalty: 2885.194580
	Iteration 59Q: 3 clusters Score -376307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -376310.000000 Penalty: 2885.194580
	Iteration 60F: 3 clusters Score -376310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -376316.875000 Penalty: 2885.194580
	Iteration 61Q: 3 clusters Score -376316.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -376326.875000 Penalty: 2885.194580
	Iteration 62Q: 3 clusters Score -376326.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -376334.781250 Penalty: 2885.194580
	Iteration 63Q: 3 clusters Score -376334.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -376339.750000 Penalty: 2885.194580
	Iteration 64Q: 3 clusters Score -376339.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -376346.687500 Penalty: 2885.194580
	Iteration 65Q: 3 clusters Score -376346.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -376350.343750 Penalty: 2885.194580
	Iteration 66Q: 3 clusters Score -376350.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -376352.625000 Penalty: 2885.194580
	Iteration 67Q: 3 clusters Score -376352.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -376356.906250 Penalty: 2885.194580
	Iteration 68Q: 3 clusters Score -376356.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -376359.156250 Penalty: 2885.194580
	Iteration 69Q: 3 clusters Score -376359.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -376361.906250 Penalty: 2885.194580
	Iteration 70Q: 3 clusters Score -376361.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -376364.250000 Penalty: 2885.194580
	Iteration 71Q: 3 clusters Score -376364.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -376365.437500 Penalty: 2885.194580
	Iteration 72Q: 3 clusters Score -376365.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -376368.937500 Penalty: 2885.194580
	Iteration 73Q: 3 clusters Score -376368.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -376371.125000 Penalty: 2885.194580
	Iteration 74Q: 3 clusters Score -376371.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -376375.218750 Penalty: 2885.194580
	Iteration 75Q: 3 clusters Score -376375.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -376379.375000 Penalty: 2885.194580
	Iteration 76Q: 3 clusters Score -376379.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -376381.718750 Penalty: 2885.194580
	Iteration 77Q: 3 clusters Score -376381.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -376384.343750 Penalty: 2885.194580
	Iteration 78Q: 3 clusters Score -376384.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -376387.406250 Penalty: 2885.194580
	Iteration 79Q: 3 clusters Score -376387.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -376388.437500 Penalty: 2885.194580
	Iteration 80F: 3 clusters Score -376388.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -376390.968750 Penalty: 2885.194580
	Iteration 81Q: 3 clusters Score -376391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -376390.687500 Penalty: 2885.194580
	Iteration 82Q: 3 clusters Score -376390.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -376391.000000 Penalty: 2885.194580
	Iteration 83Q: 3 clusters Score -376391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -376392.531250 Penalty: 2885.194580
	Iteration 84Q: 3 clusters Score -376392.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -376394.625000 Penalty: 2885.194580
	Iteration 85Q: 3 clusters Score -376394.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -376395.718750 Penalty: 2885.194580
	Iteration 86Q: 3 clusters Score -376395.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -376396.625000 Penalty: 2885.194580
	Iteration 87Q: 3 clusters Score -376396.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -376398.656250 Penalty: 2885.194580
	Iteration 88Q: 3 clusters Score -376398.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -376400.656250 Penalty: 2885.194580
	Iteration 89Q: 3 clusters Score -376400.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -376402.875000 Penalty: 2885.194580
	Iteration 90Q: 3 clusters Score -376402.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -376404.625000 Penalty: 2885.194580
	Iteration 91Q: 3 clusters Score -376404.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -376407.218750 Penalty: 2885.194580
	Iteration 92Q: 3 clusters Score -376407.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -376409.531250 Penalty: 2885.194580
	Iteration 93Q: 3 clusters Score -376409.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -376410.562500 Penalty: 2885.194580
	Iteration 94Q: 3 clusters Score -376410.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -376412.968750 Penalty: 2885.194580
	Iteration 95Q: 3 clusters Score -376413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -376414.781250 Penalty: 2885.194580
	Iteration 96Q: 3 clusters Score -376414.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -376417.968750 Penalty: 2885.194580
	Iteration 97Q: 3 clusters Score -376418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -376425.781250 Penalty: 2885.194580
	Iteration 98Q: 3 clusters Score -376425.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -376432.562500 Penalty: 2885.194580
	Iteration 99Q: 3 clusters Score -376432.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -376436.656250 Penalty: 2885.194580
	Iteration 100F: 3 clusters Score -376436.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -376440.406250 Penalty: 2885.194580
	Iteration 101Q: 3 clusters Score -376440.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -376444.531250 Penalty: 2885.194580
	Iteration 102Q: 3 clusters Score -376444.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -376448.875000 Penalty: 2885.194580
	Iteration 103Q: 3 clusters Score -376448.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -376455.093750 Penalty: 2885.194580
	Iteration 104Q: 3 clusters Score -376455.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -376459.156250 Penalty: 2885.194580
	Iteration 105Q: 3 clusters Score -376459.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -376461.906250 Penalty: 2885.194580
	Iteration 106Q: 3 clusters Score -376461.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -376465.218750 Penalty: 2885.194580
	Iteration 107Q: 3 clusters Score -376465.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -376466.656250 Penalty: 2885.194580
	Iteration 108Q: 3 clusters Score -376466.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -376468.343750 Penalty: 2885.194580
	Iteration 109Q: 3 clusters Score -376468.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -376470.437500 Penalty: 2885.194580
	Iteration 110Q: 3 clusters Score -376470.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -376472.656250 Penalty: 2885.194580
	Iteration 111Q: 3 clusters Score -376472.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -376475.125000 Penalty: 2885.194580
	Iteration 112Q: 3 clusters Score -376475.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -376478.750000 Penalty: 2885.194580
	Iteration 113Q: 3 clusters Score -376478.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -376481.625000 Penalty: 2885.194580
	Iteration 114Q: 3 clusters Score -376481.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -376485.250000 Penalty: 2885.194580
	Iteration 115Q: 3 clusters Score -376485.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -376486.375000 Penalty: 2885.194580
	Iteration 116Q: 3 clusters Score -376486.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -376490.093750 Penalty: 2885.194580
	Iteration 117Q: 3 clusters Score -376490.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -376496.718750 Penalty: 2885.194580
	Iteration 118Q: 3 clusters Score -376496.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -376502.750000 Penalty: 2885.194580
	Iteration 119Q: 3 clusters Score -376502.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -376513.812500 Penalty: 2885.194580
	Iteration 120F: 3 clusters Score -376513.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -376518.843750 Penalty: 2885.194580
	Iteration 121Q: 3 clusters Score -376518.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -376520.500000 Penalty: 2885.194580
	Iteration 122Q: 3 clusters Score -376520.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -376525.593750 Penalty: 2885.194580
	Iteration 123Q: 3 clusters Score -376525.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -376528.937500 Penalty: 2885.194580
	Iteration 124Q: 3 clusters Score -376528.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -376532.031250 Penalty: 2885.194580
	Iteration 125Q: 3 clusters Score -376532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -376536.000000 Penalty: 2885.194580
	Iteration 126Q: 3 clusters Score -376536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -376538.562500 Penalty: 2885.194580
	Iteration 127Q: 3 clusters Score -376538.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -376539.500000 Penalty: 2885.194580
	Iteration 128Q: 3 clusters Score -376539.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -376542.968750 Penalty: 2885.194580
	Iteration 129Q: 3 clusters Score -376543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -376543.625000 Penalty: 2885.194580
	Iteration 130Q: 3 clusters Score -376543.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -376546.500000 Penalty: 2885.194580
	Iteration 131Q: 3 clusters Score -376546.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -376546.906250 Penalty: 2885.194580
	Iteration 132Q: 3 clusters Score -376546.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -376550.156250 Penalty: 2885.194580
	Iteration 133Q: 3 clusters Score -376550.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -376550.562500 Penalty: 2885.194580
	Iteration 134Q: 3 clusters Score -376550.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -376550.843750 Penalty: 2885.194580
	Iteration 135Q: 3 clusters Score -376550.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -376550.843750 Penalty: 2885.194580
	Iteration 136F: 3 clusters Score -376550.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Entering Unmasked Estep 
Score: -77231.218750 Penalty: 1181.086182
	Iteration 0F: 2 clusters Score -77231.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -75461.742188 Penalty: 2362.172363
	Iteration 0F: 3 clusters Score -75461.74 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -75801.117188 Penalty: 2362.172363
	Iteration 1F: 3 clusters Score -75801.12 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -75897.312500 Penalty: 2362.172363
	Iteration 2F: 3 clusters Score -75897.31 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -75944.242188 Penalty: 2362.172363
	Iteration 3Q: 3 clusters Score -75944.24 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -75966.546875 Penalty: 2362.172363
	Iteration 4Q: 3 clusters Score -75966.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -75984.023438 Penalty: 2362.172363
	Iteration 5Q: 3 clusters Score -75984.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -75998.382812 Penalty: 2362.172363
	Iteration 6Q: 3 clusters Score -75998.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -76014.156250 Penalty: 2362.172363
	Iteration 7Q: 3 clusters Score -76014.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -76023.335938 Penalty: 2362.172363
	Iteration 8Q: 3 clusters Score -76023.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -76031.000000 Penalty: 2362.172363
	Iteration 9Q: 3 clusters Score -76031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -76037.625000 Penalty: 2362.172363
	Iteration 10Q: 3 clusters Score -76037.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -76040.804688 Penalty: 2362.172363
	Iteration 11Q: 3 clusters Score -76040.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -76043.304688 Penalty: 2362.172363
	Iteration 12Q: 3 clusters Score -76043.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -76045.437500 Penalty: 2362.172363
	Iteration 13Q: 3 clusters Score -76045.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -76048.320312 Penalty: 2362.172363
	Iteration 14Q: 3 clusters Score -76048.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -76050.734375 Penalty: 2362.172363
	Iteration 15Q: 3 clusters Score -76050.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -76051.906250 Penalty: 2362.172363
	Iteration 16Q: 3 clusters Score -76051.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -76053.242188 Penalty: 2362.172363
	Iteration 17Q: 3 clusters Score -76053.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -76055.796875 Penalty: 2362.172363
	Iteration 18Q: 3 clusters Score -76055.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -76058.828125 Penalty: 2362.172363
	Iteration 19Q: 3 clusters Score -76058.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -76059.929688 Penalty: 2362.172363
	Iteration 20F: 3 clusters Score -76059.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -76060.320312 Penalty: 2362.172363
	Iteration 21Q: 3 clusters Score -76060.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -76061.257812 Penalty: 2362.172363
	Iteration 22Q: 3 clusters Score -76061.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -76063.625000 Penalty: 2362.172363
	Iteration 23Q: 3 clusters Score -76063.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -76068.000000 Penalty: 2362.172363
	Iteration 24Q: 3 clusters Score -76068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -76070.625000 Penalty: 2362.172363
	Iteration 25Q: 3 clusters Score -76070.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -76070.625000 Penalty: 2362.172363
	Iteration 26F: 3 clusters Score -76070.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 41080 members 
Mstep: Class 3 contains 7594 members 
Mstep: Class 4 contains 2767 members 
Mstep: Class 5 contains 207468 members 
Mstep: Class 6 contains 40816 members 
Mstep: Class 7 contains 9931 members 
Mstep: Class 8 contains 2212 members 
Mstep: Class 9 contains 16915 members 
Mstep: Class 10 contains 40082 members 
Mstep: Class 11 contains 13280 members 
Mstep: Class 13 contains 154873 members 
Mstep: Class 14 contains 31363 members 
Mstep: Class 15 contains 7169 members 
Mstep: Class 18 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29089822.000000 Penalty: 34534.289062
Iteration 239Q: 17 clusters Score -2.908982e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 41047 members 
Mstep: Class 3 contains 7567 members 
Mstep: Class 4 contains 2765 members 
Mstep: Class 5 contains 207504 members 
Mstep: Class 6 contains 40785 members 
Mstep: Class 7 contains 9927 members 
Mstep: Class 8 contains 2217 members 
Mstep: Class 9 contains 17387 members 
Mstep: Class 10 contains 40099 members 
Mstep: Class 11 contains 13115 members 
Mstep: Class 12 contains 5190 members 
Mstep: Class 13 contains 154729 members 
Mstep: Class 14 contains 31249 members 
Mstep: Class 15 contains 7192 members 
Mstep: Class 18 contains 1416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090144.000000 Penalty: 34534.289062
Iteration 240F: 17 clusters Score -2.909014e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 41029 members 
Mstep: Class 3 contains 7547 members 
Mstep: Class 4 contains 2765 members 
Mstep: Class 5 contains 207547 members 
Mstep: Class 6 contains 40744 members 
Mstep: Class 7 contains 9921 members 
Mstep: Class 8 contains 2226 members 
Mstep: Class 9 contains 17575 members 
Mstep: Class 10 contains 40115 members 
Mstep: Class 11 contains 12989 members 
Mstep: Class 12 contains 5409 members 
Mstep: Class 13 contains 154578 members 
Mstep: Class 14 contains 31138 members 
Mstep: Class 15 contains 7209 members 
Mstep: Class 18 contains 1401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090410.000000 Penalty: 34534.289062
Iteration 241Q: 17 clusters Score -2.909041e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 41013 members 
Mstep: Class 3 contains 7529 members 
Mstep: Class 4 contains 2760 members 
Mstep: Class 5 contains 207608 members 
Mstep: Class 6 contains 40709 members 
Mstep: Class 7 contains 9915 members 
Mstep: Class 8 contains 2230 members 
Mstep: Class 9 contains 17760 members 
Mstep: Class 10 contains 40137 members 
Mstep: Class 11 contains 12904 members 
Mstep: Class 12 contains 5531 members 
Mstep: Class 13 contains 154454 members 
Mstep: Class 14 contains 31035 members 
Mstep: Class 15 contains 7218 members 
Mstep: Class 18 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090460.000000 Penalty: 34534.289062
Iteration 242Q: 17 clusters Score -2.909046e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 41009 members 
Mstep: Class 3 contains 7522 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 207622 members 
Mstep: Class 6 contains 40687 members 
Mstep: Class 7 contains 9910 members 
Mstep: Class 8 contains 2233 members 
Mstep: Class 9 contains 17954 members 
Mstep: Class 10 contains 40160 members 
Mstep: Class 11 contains 12834 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 154346 members 
Mstep: Class 14 contains 30936 members 
Mstep: Class 15 contains 7228 members 
Mstep: Class 18 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090396.000000 Penalty: 34534.289062
Iteration 243Q: 17 clusters Score -2.90904e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 41011 members 
Mstep: Class 3 contains 7515 members 
Mstep: Class 4 contains 2741 members 
Mstep: Class 5 contains 207661 members 
Mstep: Class 6 contains 40676 members 
Mstep: Class 7 contains 9909 members 
Mstep: Class 8 contains 2232 members 
Mstep: Class 9 contains 18138 members 
Mstep: Class 10 contains 40181 members 
Mstep: Class 11 contains 12790 members 
Mstep: Class 12 contains 5691 members 
Mstep: Class 13 contains 154225 members 
Mstep: Class 14 contains 30836 members 
Mstep: Class 15 contains 7230 members 
Mstep: Class 18 contains 1362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090382.000000 Penalty: 34534.289062
Iteration 244Q: 17 clusters Score -2.909038e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 41003 members 
Mstep: Class 3 contains 7512 members 
Mstep: Class 4 contains 2737 members 
Mstep: Class 5 contains 207683 members 
Mstep: Class 6 contains 40658 members 
Mstep: Class 7 contains 9908 members 
Mstep: Class 8 contains 2234 members 
Mstep: Class 9 contains 18299 members 
Mstep: Class 10 contains 40204 members 
Mstep: Class 11 contains 12735 members 
Mstep: Class 12 contains 5753 members 
Mstep: Class 13 contains 154131 members 
Mstep: Class 14 contains 30760 members 
Mstep: Class 15 contains 7227 members 
Mstep: Class 18 contains 1351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090352.000000 Penalty: 34534.289062
Iteration 245Q: 17 clusters Score -2.909035e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 40997 members 
Mstep: Class 3 contains 7505 members 
Mstep: Class 4 contains 2735 members 
Mstep: Class 5 contains 207679 members 
Mstep: Class 6 contains 40645 members 
Mstep: Class 7 contains 9907 members 
Mstep: Class 8 contains 2235 members 
Mstep: Class 9 contains 18439 members 
Mstep: Class 10 contains 40219 members 
Mstep: Class 11 contains 12698 members 
Mstep: Class 12 contains 5807 members 
Mstep: Class 13 contains 154060 members 
Mstep: Class 14 contains 30699 members 
Mstep: Class 15 contains 7228 members 
Mstep: Class 18 contains 1339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090360.000000 Penalty: 34534.289062
Iteration 246Q: 17 clusters Score -2.909036e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 40997 members 
Mstep: Class 3 contains 7502 members 
Mstep: Class 4 contains 2735 members 
Mstep: Class 5 contains 207682 members 
Mstep: Class 6 contains 40637 members 
Mstep: Class 7 contains 9907 members 
Mstep: Class 8 contains 2235 members 
Mstep: Class 9 contains 18557 members 
Mstep: Class 10 contains 40240 members 
Mstep: Class 11 contains 12659 members 
Mstep: Class 12 contains 5851 members 
Mstep: Class 13 contains 153990 members 
Mstep: Class 14 contains 30645 members 
Mstep: Class 15 contains 7228 members 
Mstep: Class 18 contains 1323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090460.000000 Penalty: 34534.289062
Iteration 247Q: 17 clusters Score -2.909046e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 40990 members 
Mstep: Class 3 contains 7503 members 
Mstep: Class 4 contains 2735 members 
Mstep: Class 5 contains 207672 members 
Mstep: Class 6 contains 40628 members 
Mstep: Class 7 contains 9906 members 
Mstep: Class 8 contains 2235 members 
Mstep: Class 9 contains 18668 members 
Mstep: Class 10 contains 40263 members 
Mstep: Class 11 contains 12623 members 
Mstep: Class 12 contains 5896 members 
Mstep: Class 13 contains 153926 members 
Mstep: Class 14 contains 30603 members 
Mstep: Class 15 contains 7228 members 
Mstep: Class 18 contains 1311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090362.000000 Penalty: 34534.289062
Iteration 248Q: 17 clusters Score -2.909036e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 40987 members 
Mstep: Class 3 contains 7500 members 
Mstep: Class 4 contains 2734 members 
Mstep: Class 5 contains 207636 members 
Mstep: Class 6 contains 40621 members 
Mstep: Class 7 contains 9906 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 18772 members 
Mstep: Class 10 contains 40286 members 
Mstep: Class 11 contains 12596 members 
Mstep: Class 12 contains 5939 members 
Mstep: Class 13 contains 153862 members 
Mstep: Class 14 contains 30572 members 
Mstep: Class 15 contains 7231 members 
Mstep: Class 18 contains 1303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090358.000000 Penalty: 34534.289062
Iteration 249Q: 17 clusters Score -2.909036e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 40986 members 
Mstep: Class 3 contains 7497 members 
Mstep: Class 4 contains 2732 members 
Mstep: Class 5 contains 207607 members 
Mstep: Class 6 contains 40618 members 
Mstep: Class 7 contains 9906 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 18861 members 
Mstep: Class 10 contains 40310 members 
Mstep: Class 11 contains 12571 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 153803 members 
Mstep: Class 14 contains 30547 members 
Mstep: Class 15 contains 7236 members 
Mstep: Class 18 contains 1300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090328.000000 Penalty: 34534.289062
Iteration 250Q: 17 clusters Score -2.909033e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 40985 members 
Mstep: Class 3 contains 7496 members 
Mstep: Class 4 contains 2730 members 
Mstep: Class 5 contains 207568 members 
Mstep: Class 6 contains 40622 members 
Mstep: Class 7 contains 9906 members 
Mstep: Class 8 contains 2237 members 
Mstep: Class 9 contains 18941 members 
Mstep: Class 10 contains 40333 members 
Mstep: Class 11 contains 12550 members 
Mstep: Class 12 contains 6001 members 
Mstep: Class 13 contains 153750 members 
Mstep: Class 14 contains 30524 members 
Mstep: Class 15 contains 7237 members 
Mstep: Class 18 contains 1297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2158.199707 but Gain 2158.392578
Score: -29090360.000000 Penalty: 32375.896484
Iteration 251Q: 16 clusters Score -2.909036e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 40988 members 
Mstep: Class 3 contains 7493 members 
Mstep: Class 4 contains 2729 members 
Mstep: Class 5 contains 208361 members 
Mstep: Class 6 contains 40622 members 
Mstep: Class 7 contains 9906 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 19005 members 
Mstep: Class 10 contains 40353 members 
Mstep: Class 11 contains 12536 members 
Mstep: Class 12 contains 6043 members 
Mstep: Class 13 contains 154023 members 
Mstep: Class 14 contains 30505 members 
Mstep: Class 15 contains 7236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29091930.000000 Penalty: 32375.896484
Iteration 252Q: 16 clusters Score -2.909193e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 40993 members 
Mstep: Class 3 contains 7493 members 
Mstep: Class 4 contains 2727 members 
Mstep: Class 5 contains 208483 members 
Mstep: Class 6 contains 40638 members 
Mstep: Class 7 contains 9906 members 
Mstep: Class 8 contains 2240 members 
Mstep: Class 9 contains 19098 members 
Mstep: Class 10 contains 40390 members 
Mstep: Class 11 contains 12480 members 
Mstep: Class 12 contains 6093 members 
Mstep: Class 13 contains 153769 members 
Mstep: Class 14 contains 30469 members 
Mstep: Class 15 contains 7239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29091978.000000 Penalty: 32375.896484
Iteration 253Q: 16 clusters Score -2.909198e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 40996 members 
Mstep: Class 3 contains 7492 members 
Mstep: Class 4 contains 2724 members 
Mstep: Class 5 contains 208557 members 
Mstep: Class 6 contains 40652 members 
Mstep: Class 7 contains 9905 members 
Mstep: Class 8 contains 2242 members 
Mstep: Class 9 contains 19188 members 
Mstep: Class 10 contains 40411 members 
Mstep: Class 11 contains 12440 members 
Mstep: Class 12 contains 6147 members 
Mstep: Class 13 contains 153569 members 
Mstep: Class 14 contains 30438 members 
Mstep: Class 15 contains 7239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29091984.000000 Penalty: 32375.896484
Iteration 254Q: 16 clusters Score -2.909198e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 40998 members 
Mstep: Class 3 contains 7492 members 
Mstep: Class 4 contains 2722 members 
Mstep: Class 5 contains 208577 members 
Mstep: Class 6 contains 40665 members 
Mstep: Class 7 contains 9905 members 
Mstep: Class 8 contains 2244 members 
Mstep: Class 9 contains 19262 members 
Mstep: Class 10 contains 40434 members 
Mstep: Class 11 contains 12415 members 
Mstep: Class 12 contains 6181 members 
Mstep: Class 13 contains 153430 members 
Mstep: Class 14 contains 30420 members 
Mstep: Class 15 contains 7245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29091992.000000 Penalty: 32375.896484
Iteration 255Q: 16 clusters Score -2.909199e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 40996 members 
Mstep: Class 3 contains 7493 members 
Mstep: Class 4 contains 2720 members 
Mstep: Class 5 contains 208564 members 
Mstep: Class 6 contains 40668 members 
Mstep: Class 7 contains 9905 members 
Mstep: Class 8 contains 2249 members 
Mstep: Class 9 contains 19333 members 
Mstep: Class 10 contains 40466 members 
Mstep: Class 11 contains 12391 members 
Mstep: Class 12 contains 6230 members 
Mstep: Class 13 contains 153324 members 
Mstep: Class 14 contains 30400 members 
Mstep: Class 15 contains 7250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29091968.000000 Penalty: 32375.896484
Iteration 256Q: 16 clusters Score -2.909197e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 41001 members 
Mstep: Class 3 contains 7493 members 
Mstep: Class 4 contains 2715 members 
Mstep: Class 5 contains 208515 members 
Mstep: Class 6 contains 40673 members 
Mstep: Class 7 contains 9905 members 
Mstep: Class 8 contains 2253 members 
Mstep: Class 9 contains 19405 members 
Mstep: Class 10 contains 40488 members 
Mstep: Class 11 contains 12377 members 
Mstep: Class 12 contains 6273 members 
Mstep: Class 13 contains 153252 members 
Mstep: Class 14 contains 30383 members 
Mstep: Class 15 contains 7253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29091956.000000 Penalty: 32375.896484
Iteration 257Q: 16 clusters Score -2.909196e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 41008 members 
Mstep: Class 3 contains 7491 members 
Mstep: Class 4 contains 2710 members 
Mstep: Class 5 contains 208460 members 
Mstep: Class 6 contains 40679 members 
Mstep: Class 7 contains 9905 members 
Mstep: Class 8 contains 2253 members 
Mstep: Class 9 contains 19481 members 
Mstep: Class 10 contains 40501 members 
Mstep: Class 11 contains 12372 members 
Mstep: Class 12 contains 6302 members 
Mstep: Class 13 contains 153200 members 
Mstep: Class 14 contains 30362 members 
Mstep: Class 15 contains 7255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29091888.000000 Penalty: 32375.896484
Iteration 258Q: 16 clusters Score -2.909189e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 41012 members 
Mstep: Class 3 contains 7493 members 
Mstep: Class 4 contains 2708 members 
Mstep: Class 5 contains 208401 members 
Mstep: Class 6 contains 40681 members 
Mstep: Class 7 contains 9905 members 
Mstep: Class 8 contains 2253 members 
Mstep: Class 9 contains 19540 members 
Mstep: Class 10 contains 40517 members 
Mstep: Class 11 contains 12361 members 
Mstep: Class 12 contains 6341 members 
Mstep: Class 13 contains 153157 members 
Mstep: Class 14 contains 30349 members 
Mstep: Class 15 contains 7260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29091980.000000 Penalty: 32375.896484
Iteration 259Q: 16 clusters Score -2.909198e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 41012 members 
Mstep: Class 3 contains 7493 members 
Mstep: Class 4 contains 2706 members 
Mstep: Class 5 contains 208343 members 
Mstep: Class 6 contains 40689 members 
Mstep: Class 7 contains 9905 members 
Mstep: Class 8 contains 2251 members 
Mstep: Class 9 contains 19586 members 
Mstep: Class 10 contains 40534 members 
Mstep: Class 11 contains 12352 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 153113 members 
Mstep: Class 14 contains 30339 members 
Mstep: Class 15 contains 7266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29091956.000000 Penalty: 32375.896484
Iteration 260F: 16 clusters Score -2.909196e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 41016 members 
Mstep: Class 3 contains 7493 members 
Mstep: Class 4 contains 2701 members 
Mstep: Class 5 contains 208278 members 
Mstep: Class 6 contains 40698 members 
Mstep: Class 7 contains 9905 members 
Mstep: Class 8 contains 2252 members 
Mstep: Class 9 contains 19632 members 
Mstep: Class 10 contains 40551 members 
Mstep: Class 11 contains 12348 members 
Mstep: Class 12 contains 6431 members 
Mstep: Class 13 contains 153072 members 
Mstep: Class 14 contains 30329 members 
Mstep: Class 15 contains 7271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29091948.000000 Penalty: 32375.896484
Iteration 261Q: 16 clusters Score -2.909195e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 41019 members 
Mstep: Class 3 contains 7493 members 
Mstep: Class 4 contains 2698 members 
Mstep: Class 5 contains 208238 members 
Mstep: Class 6 contains 40700 members 
Mstep: Class 7 contains 9905 members 
Mstep: Class 8 contains 2253 members 
Mstep: Class 9 contains 19666 members 
Mstep: Class 10 contains 40561 members 
Mstep: Class 11 contains 12344 members 
Mstep: Class 12 contains 6462 members 
Mstep: Class 13 contains 153047 members 
Mstep: Class 14 contains 30317 members 
Mstep: Class 15 contains 7275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29091926.000000 Penalty: 32375.896484
Iteration 262Q: 16 clusters Score -2.909193e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 41017 members 
Mstep: Class 3 contains 7493 members 
Mstep: Class 4 contains 2696 members 
Mstep: Class 5 contains 208198 members 
Mstep: Class 6 contains 40702 members 
Mstep: Class 7 contains 9904 members 
Mstep: Class 8 contains 2255 members 
Mstep: Class 9 contains 19700 members 
Mstep: Class 10 contains 40567 members 
Mstep: Class 11 contains 12339 members 
Mstep: Class 12 contains 6492 members 
Mstep: Class 13 contains 153023 members 
Mstep: Class 14 contains 30312 members 
Mstep: Class 15 contains 7278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29091950.000000 Penalty: 32375.896484
Iteration 263Q: 16 clusters Score -2.909195e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41016 members 
Mstep: Class 3 contains 7491 members 
Mstep: Class 4 contains 2696 members 
Mstep: Class 5 contains 208161 members 
Mstep: Class 6 contains 40704 members 
Mstep: Class 7 contains 9904 members 
Mstep: Class 8 contains 2256 members 
Mstep: Class 9 contains 19732 members 
Mstep: Class 10 contains 40577 members 
Mstep: Class 11 contains 12333 members 
Mstep: Class 12 contains 6518 members 
Mstep: Class 13 contains 153000 members 
Mstep: Class 14 contains 30306 members 
Mstep: Class 15 contains 7281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29091948.000000 Penalty: 32375.896484
Iteration 264Q: 16 clusters Score -2.909195e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41018 members 
Mstep: Class 3 contains 7490 members 
Mstep: Class 4 contains 2696 members 
Mstep: Class 5 contains 208133 members 
Mstep: Class 6 contains 40706 members 
Mstep: Class 7 contains 9904 members 
Mstep: Class 8 contains 2257 members 
Mstep: Class 9 contains 19757 members 
Mstep: Class 10 contains 40581 members 
Mstep: Class 11 contains 12324 members 
Mstep: Class 12 contains 6540 members 
Mstep: Class 13 contains 152985 members 
Mstep: Class 14 contains 30297 members 
Mstep: Class 15 contains 7287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29091976.000000 Penalty: 32375.896484
Iteration 265Q: 16 clusters Score -2.909198e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 41019 members 
Mstep: Class 3 contains 7489 members 
Mstep: Class 4 contains 2695 members 
Mstep: Class 5 contains 208093 members 
Mstep: Class 6 contains 40713 members 
Mstep: Class 7 contains 9904 members 
Mstep: Class 8 contains 2258 members 
Mstep: Class 9 contains 19782 members 
Mstep: Class 10 contains 40585 members 
Mstep: Class 11 contains 12318 members 
Mstep: Class 12 contains 6570 members 
Mstep: Class 13 contains 152979 members 
Mstep: Class 14 contains 30288 members 
Mstep: Class 15 contains 7283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092032.000000 Penalty: 32375.896484
Iteration 266Q: 16 clusters Score -2.909203e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 41021 members 
Mstep: Class 3 contains 7487 members 
Mstep: Class 4 contains 2695 members 
Mstep: Class 5 contains 208058 members 
Mstep: Class 6 contains 40718 members 
Mstep: Class 7 contains 9904 members 
Mstep: Class 8 contains 2257 members 
Mstep: Class 9 contains 19804 members 
Mstep: Class 10 contains 40594 members 
Mstep: Class 11 contains 12314 members 
Mstep: Class 12 contains 6595 members 
Mstep: Class 13 contains 152963 members 
Mstep: Class 14 contains 30284 members 
Mstep: Class 15 contains 7282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092026.000000 Penalty: 32375.896484
Iteration 267Q: 16 clusters Score -2.909203e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41021 members 
Mstep: Class 3 contains 7486 members 
Mstep: Class 4 contains 2694 members 
Mstep: Class 5 contains 208024 members 
Mstep: Class 6 contains 40724 members 
Mstep: Class 7 contains 9904 members 
Mstep: Class 8 contains 2258 members 
Mstep: Class 9 contains 19823 members 
Mstep: Class 10 contains 40599 members 
Mstep: Class 11 contains 12308 members 
Mstep: Class 12 contains 6620 members 
Mstep: Class 13 contains 152950 members 
Mstep: Class 14 contains 30282 members 
Mstep: Class 15 contains 7282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092004.000000 Penalty: 32375.896484
Iteration 268Q: 16 clusters Score -2.9092e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41025 members 
Mstep: Class 3 contains 7486 members 
Mstep: Class 4 contains 2693 members 
Mstep: Class 5 contains 207999 members 
Mstep: Class 6 contains 40725 members 
Mstep: Class 7 contains 9904 members 
Mstep: Class 8 contains 2260 members 
Mstep: Class 9 contains 19835 members 
Mstep: Class 10 contains 40604 members 
Mstep: Class 11 contains 12306 members 
Mstep: Class 12 contains 6644 members 
Mstep: Class 13 contains 152932 members 
Mstep: Class 14 contains 30280 members 
Mstep: Class 15 contains 7282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29091994.000000 Penalty: 32375.896484
Iteration 269Q: 16 clusters Score -2.909199e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41025 members 
Mstep: Class 3 contains 7486 members 
Mstep: Class 4 contains 2692 members 
Mstep: Class 5 contains 207972 members 
Mstep: Class 6 contains 40726 members 
Mstep: Class 7 contains 9904 members 
Mstep: Class 8 contains 2260 members 
Mstep: Class 9 contains 19846 members 
Mstep: Class 10 contains 40610 members 
Mstep: Class 11 contains 12304 members 
Mstep: Class 12 contains 6675 members 
Mstep: Class 13 contains 152917 members 
Mstep: Class 14 contains 30276 members 
Mstep: Class 15 contains 7282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092022.000000 Penalty: 32375.896484
Iteration 270Q: 16 clusters Score -2.909202e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41025 members 
Mstep: Class 3 contains 7486 members 
Mstep: Class 4 contains 2691 members 
Mstep: Class 5 contains 207940 members 
Mstep: Class 6 contains 40728 members 
Mstep: Class 7 contains 9903 members 
Mstep: Class 8 contains 2260 members 
Mstep: Class 9 contains 19862 members 
Mstep: Class 10 contains 40614 members 
Mstep: Class 11 contains 12301 members 
Mstep: Class 12 contains 6704 members 
Mstep: Class 13 contains 152905 members 
Mstep: Class 14 contains 30275 members 
Mstep: Class 15 contains 7281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29091990.000000 Penalty: 32375.896484
Iteration 271Q: 16 clusters Score -2.909199e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41028 members 
Mstep: Class 3 contains 7486 members 
Mstep: Class 4 contains 2689 members 
Mstep: Class 5 contains 207898 members 
Mstep: Class 6 contains 40726 members 
Mstep: Class 7 contains 9901 members 
Mstep: Class 8 contains 2260 members 
Mstep: Class 9 contains 19880 members 
Mstep: Class 10 contains 40618 members 
Mstep: Class 11 contains 12302 members 
Mstep: Class 12 contains 6730 members 
Mstep: Class 13 contains 152897 members 
Mstep: Class 14 contains 30277 members 
Mstep: Class 15 contains 7283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092048.000000 Penalty: 32375.896484
Iteration 272Q: 16 clusters Score -2.909205e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41029 members 
Mstep: Class 3 contains 7488 members 
Mstep: Class 4 contains 2688 members 
Mstep: Class 5 contains 207855 members 
Mstep: Class 6 contains 40727 members 
Mstep: Class 7 contains 9901 members 
Mstep: Class 8 contains 2259 members 
Mstep: Class 9 contains 19912 members 
Mstep: Class 10 contains 40625 members 
Mstep: Class 11 contains 12302 members 
Mstep: Class 12 contains 6742 members 
Mstep: Class 13 contains 152883 members 
Mstep: Class 14 contains 30280 members 
Mstep: Class 15 contains 7284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092000.000000 Penalty: 32375.896484
Iteration 273Q: 16 clusters Score -2.9092e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 41030 members 
Mstep: Class 3 contains 7487 members 
Mstep: Class 4 contains 2687 members 
Mstep: Class 5 contains 207820 members 
Mstep: Class 6 contains 40728 members 
Mstep: Class 7 contains 9901 members 
Mstep: Class 8 contains 2260 members 
Mstep: Class 9 contains 19934 members 
Mstep: Class 10 contains 40626 members 
Mstep: Class 11 contains 12302 members 
Mstep: Class 12 contains 6760 members 
Mstep: Class 13 contains 152878 members 
Mstep: Class 14 contains 30276 members 
Mstep: Class 15 contains 7285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29091982.000000 Penalty: 32375.896484
Iteration 274Q: 16 clusters Score -2.909198e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 41031 members 
Mstep: Class 3 contains 7487 members 
Mstep: Class 4 contains 2686 members 
Mstep: Class 5 contains 207784 members 
Mstep: Class 6 contains 40729 members 
Mstep: Class 7 contains 9901 members 
Mstep: Class 8 contains 2259 members 
Mstep: Class 9 contains 19959 members 
Mstep: Class 10 contains 40629 members 
Mstep: Class 11 contains 12299 members 
Mstep: Class 12 contains 6778 members 
Mstep: Class 13 contains 152873 members 
Mstep: Class 14 contains 30274 members 
Mstep: Class 15 contains 7284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29091964.000000 Penalty: 32375.896484
Iteration 275Q: 16 clusters Score -2.909196e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 41030 members 
Mstep: Class 3 contains 7487 members 
Mstep: Class 4 contains 2684 members 
Mstep: Class 5 contains 207741 members 
Mstep: Class 6 contains 40735 members 
Mstep: Class 7 contains 9901 members 
Mstep: Class 8 contains 2259 members 
Mstep: Class 9 contains 19989 members 
Mstep: Class 10 contains 40630 members 
Mstep: Class 11 contains 12298 members 
Mstep: Class 12 contains 6795 members 
Mstep: Class 13 contains 152870 members 
Mstep: Class 14 contains 30273 members 
Mstep: Class 15 contains 7280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29091994.000000 Penalty: 32375.896484
Iteration 276Q: 16 clusters Score -2.909199e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 41029 members 
Mstep: Class 3 contains 7487 members 
Mstep: Class 4 contains 2684 members 
Mstep: Class 5 contains 207713 members 
Mstep: Class 6 contains 40737 members 
Mstep: Class 7 contains 9901 members 
Mstep: Class 8 contains 2259 members 
Mstep: Class 9 contains 20014 members 
Mstep: Class 10 contains 40631 members 
Mstep: Class 11 contains 12293 members 
Mstep: Class 12 contains 6808 members 
Mstep: Class 13 contains 152867 members 
Mstep: Class 14 contains 30273 members 
Mstep: Class 15 contains 7276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092042.000000 Penalty: 32375.896484
Iteration 277Q: 16 clusters Score -2.909204e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 41030 members 
Mstep: Class 3 contains 7487 members 
Mstep: Class 4 contains 2684 members 
Mstep: Class 5 contains 207687 members 
Mstep: Class 6 contains 40737 members 
Mstep: Class 7 contains 9901 members 
Mstep: Class 8 contains 2259 members 
Mstep: Class 9 contains 20033 members 
Mstep: Class 10 contains 40631 members 
Mstep: Class 11 contains 12290 members 
Mstep: Class 12 contains 6823 members 
Mstep: Class 13 contains 152866 members 
Mstep: Class 14 contains 30269 members 
Mstep: Class 15 contains 7275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092038.000000 Penalty: 32375.896484
Iteration 278Q: 16 clusters Score -2.909204e+07 nChanged 65
Entering ConstructFrom: 
Score: -29092038.000000 Penalty: 32375.896484
Entering ConstructFrom: 
Trying to split cluster 1 (4815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Entering Unmasked Estep 
Score: -225957.656250 Penalty: 1377.917358
	Iteration 0F: 2 clusters Score -225957.7 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 2423 members 
Entering Unmasked Estep 
Score: -222088.875000 Penalty: 2755.834717
	Iteration 0F: 3 clusters Score -222088.9 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -223128.093750 Penalty: 2755.834717
	Iteration 1F: 3 clusters Score -223128.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -223295.281250 Penalty: 2755.834717
	Iteration 2F: 3 clusters Score -223295.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -223418.515625 Penalty: 2755.834717
	Iteration 3F: 3 clusters Score -223418.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -223520.281250 Penalty: 2755.834717
	Iteration 4Q: 3 clusters Score -223520.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -223602.484375 Penalty: 2755.834717
	Iteration 5Q: 3 clusters Score -223602.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -223680.734375 Penalty: 2755.834717
	Iteration 6Q: 3 clusters Score -223680.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -223736.046875 Penalty: 2755.834717
	Iteration 7Q: 3 clusters Score -223736 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -223784.125000 Penalty: 2755.834717
	Iteration 8Q: 3 clusters Score -223784.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -223823.656250 Penalty: 2755.834717
	Iteration 9Q: 3 clusters Score -223823.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -223866.796875 Penalty: 2755.834717
	Iteration 10Q: 3 clusters Score -223866.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -223906.109375 Penalty: 2755.834717
	Iteration 11Q: 3 clusters Score -223906.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -223945.937500 Penalty: 2755.834717
	Iteration 12Q: 3 clusters Score -223945.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -223984.062500 Penalty: 2755.834717
	Iteration 13Q: 3 clusters Score -223984.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -224014.812500 Penalty: 2755.834717
	Iteration 14Q: 3 clusters Score -224014.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -224038.390625 Penalty: 2755.834717
	Iteration 15Q: 3 clusters Score -224038.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -224066.156250 Penalty: 2755.834717
	Iteration 16Q: 3 clusters Score -224066.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -224094.390625 Penalty: 2755.834717
	Iteration 17Q: 3 clusters Score -224094.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -224118.562500 Penalty: 2755.834717
	Iteration 18Q: 3 clusters Score -224118.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -224137.250000 Penalty: 2755.834717
	Iteration 19Q: 3 clusters Score -224137.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -224151.218750 Penalty: 2755.834717
	Iteration 20F: 3 clusters Score -224151.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -224166.343750 Penalty: 2755.834717
	Iteration 21Q: 3 clusters Score -224166.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -224180.078125 Penalty: 2755.834717
	Iteration 22Q: 3 clusters Score -224180.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -224194.171875 Penalty: 2755.834717
	Iteration 23Q: 3 clusters Score -224194.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -224211.109375 Penalty: 2755.834717
	Iteration 24Q: 3 clusters Score -224211.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -224231.375000 Penalty: 2755.834717
	Iteration 25Q: 3 clusters Score -224231.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -224252.953125 Penalty: 2755.834717
	Iteration 26Q: 3 clusters Score -224253 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -224291.593750 Penalty: 2755.834717
	Iteration 27Q: 3 clusters Score -224291.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -224346.234375 Penalty: 2755.834717
	Iteration 28Q: 3 clusters Score -224346.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -224404.343750 Penalty: 2755.834717
	Iteration 29Q: 3 clusters Score -224404.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -224487.718750 Penalty: 2755.834717
	Iteration 30Q: 3 clusters Score -224487.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -224606.703125 Penalty: 2755.834717
	Iteration 31Q: 3 clusters Score -224606.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -224735.875000 Penalty: 2755.834717
	Iteration 32Q: 3 clusters Score -224735.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -224852.390625 Penalty: 2755.834717
	Iteration 33Q: 3 clusters Score -224852.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -224948.609375 Penalty: 2755.834717
	Iteration 34Q: 3 clusters Score -224948.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -225005.921875 Penalty: 2755.834717
	Iteration 35Q: 3 clusters Score -225005.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -225052.453125 Penalty: 2755.834717
	Iteration 36Q: 3 clusters Score -225052.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -225081.093750 Penalty: 2755.834717
	Iteration 37Q: 3 clusters Score -225081.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -225102.156250 Penalty: 2755.834717
	Iteration 38Q: 3 clusters Score -225102.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -225115.812500 Penalty: 2755.834717
	Iteration 39Q: 3 clusters Score -225115.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -225126.437500 Penalty: 2755.834717
	Iteration 40F: 3 clusters Score -225126.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -225131.906250 Penalty: 2755.834717
	Iteration 41Q: 3 clusters Score -225131.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -225135.593750 Penalty: 2755.834717
	Iteration 42Q: 3 clusters Score -225135.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -225139.500000 Penalty: 2755.834717
	Iteration 43Q: 3 clusters Score -225139.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -225145.406250 Penalty: 2755.834717
	Iteration 44Q: 3 clusters Score -225145.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -225147.859375 Penalty: 2755.834717
	Iteration 45Q: 3 clusters Score -225147.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -225148.531250 Penalty: 2755.834717
	Iteration 46Q: 3 clusters Score -225148.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -225149.453125 Penalty: 2755.834717
	Iteration 47Q: 3 clusters Score -225149.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -225150.859375 Penalty: 2755.834717
	Iteration 48Q: 3 clusters Score -225150.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -225151.781250 Penalty: 2755.834717
	Iteration 49Q: 3 clusters Score -225151.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -225152.734375 Penalty: 2755.834717
	Iteration 50Q: 3 clusters Score -225152.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -225153.406250 Penalty: 2755.834717
	Iteration 51Q: 3 clusters Score -225153.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -225153.968750 Penalty: 2755.834717
	Iteration 52Q: 3 clusters Score -225154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -225153.968750 Penalty: 2755.834717
	Iteration 53F: 3 clusters Score -225154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Entering Unmasked Estep 
Score: -2081367.500000 Penalty: 1726.084595
	Iteration 0F: 2 clusters Score -2081368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -2053977.625000 Penalty: 3452.169189
	Iteration 0F: 3 clusters Score -2053978 nChanged 19179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -2064736.375000 Penalty: 3452.169189
	Iteration 1F: 3 clusters Score -2064736 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -2065259.125000 Penalty: 3452.169189
	Iteration 2Q: 3 clusters Score -2065259 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -2065873.125000 Penalty: 3452.169189
	Iteration 3Q: 3 clusters Score -2065873 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -2066625.750000 Penalty: 3452.169189
	Iteration 4Q: 3 clusters Score -2066626 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -2067560.500000 Penalty: 3452.169189
	Iteration 5Q: 3 clusters Score -2067560 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -2068598.375000 Penalty: 3452.169189
	Iteration 6F: 3 clusters Score -2068598 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2069667.750000 Penalty: 3452.169189
	Iteration 7F: 3 clusters Score -2069668 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2070670.625000 Penalty: 3452.169189
	Iteration 8F: 3 clusters Score -2070671 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -2071580.375000 Penalty: 3452.169189
	Iteration 9Q: 3 clusters Score -2071580 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -2072437.125000 Penalty: 3452.169189
	Iteration 10Q: 3 clusters Score -2072437 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2073297.625000 Penalty: 3452.169189
	Iteration 11Q: 3 clusters Score -2073298 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2074274.875000 Penalty: 3452.169189
	Iteration 12Q: 3 clusters Score -2074275 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -2075305.250000 Penalty: 3452.169189
	Iteration 13Q: 3 clusters Score -2075305 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2076475.500000 Penalty: 3452.169189
	Iteration 14Q: 3 clusters Score -2076476 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -2077717.500000 Penalty: 3452.169189
	Iteration 15Q: 3 clusters Score -2077718 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2078808.375000 Penalty: 3452.169189
	Iteration 16Q: 3 clusters Score -2078808 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2079375.000000 Penalty: 3452.169189
	Iteration 17Q: 3 clusters Score -2079375 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2079699.250000 Penalty: 3452.169189
	Iteration 18Q: 3 clusters Score -2079699 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2079899.500000 Penalty: 3452.169189
	Iteration 19Q: 3 clusters Score -2079900 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2080035.125000 Penalty: 3452.169189
	Iteration 20F: 3 clusters Score -2080035 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2080112.250000 Penalty: 3452.169189
	Iteration 21Q: 3 clusters Score -2080112 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2080167.625000 Penalty: 3452.169189
	Iteration 22Q: 3 clusters Score -2080168 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2080214.750000 Penalty: 3452.169189
	Iteration 23Q: 3 clusters Score -2080215 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2080247.375000 Penalty: 3452.169189
	Iteration 24Q: 3 clusters Score -2080247 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2080270.625000 Penalty: 3452.169189
	Iteration 25Q: 3 clusters Score -2080271 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2080275.125000 Penalty: 3452.169189
	Iteration 26Q: 3 clusters Score -2080275 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2080287.500000 Penalty: 3452.169189
	Iteration 27Q: 3 clusters Score -2080288 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2080293.000000 Penalty: 3452.169189
	Iteration 28Q: 3 clusters Score -2080293 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39582 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2080304.875000 Penalty: 3452.169189
	Iteration 29Q: 3 clusters Score -2080305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2080310.625000 Penalty: 3452.169189
	Iteration 30Q: 3 clusters Score -2080311 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2080322.750000 Penalty: 3452.169189
	Iteration 31Q: 3 clusters Score -2080323 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2080331.000000 Penalty: 3452.169189
	Iteration 32Q: 3 clusters Score -2080331 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2080332.750000 Penalty: 3452.169189
	Iteration 33Q: 3 clusters Score -2080333 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2080336.250000 Penalty: 3452.169189
	Iteration 34Q: 3 clusters Score -2080336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2080343.625000 Penalty: 3452.169189
	Iteration 35Q: 3 clusters Score -2080344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39722 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2080346.125000 Penalty: 3452.169189
	Iteration 36Q: 3 clusters Score -2080346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2080344.000000 Penalty: 3452.169189
	Iteration 37Q: 3 clusters Score -2080344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39737 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2080348.125000 Penalty: 3452.169189
	Iteration 38Q: 3 clusters Score -2080348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2080350.000000 Penalty: 3452.169189
	Iteration 39Q: 3 clusters Score -2080350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2080351.500000 Penalty: 3452.169189
	Iteration 40F: 3 clusters Score -2080352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2080351.375000 Penalty: 3452.169189
	Iteration 41Q: 3 clusters Score -2080351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2080354.375000 Penalty: 3452.169189
	Iteration 42Q: 3 clusters Score -2080354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2080355.250000 Penalty: 3452.169189
	Iteration 43Q: 3 clusters Score -2080355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2080354.375000 Penalty: 3452.169189
	Iteration 44Q: 3 clusters Score -2080354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39771 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2080355.250000 Penalty: 3452.169189
	Iteration 45Q: 3 clusters Score -2080355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2080356.875000 Penalty: 3452.169189
	Iteration 46Q: 3 clusters Score -2080357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2080357.500000 Penalty: 3452.169189
	Iteration 47Q: 3 clusters Score -2080358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2080358.625000 Penalty: 3452.169189
	Iteration 48Q: 3 clusters Score -2080359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2080362.875000 Penalty: 3452.169189
	Iteration 49Q: 3 clusters Score -2080363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2080363.250000 Penalty: 3452.169189
	Iteration 50Q: 3 clusters Score -2080363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2080364.125000 Penalty: 3452.169189
	Iteration 51Q: 3 clusters Score -2080364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2080368.875000 Penalty: 3452.169189
	Iteration 52Q: 3 clusters Score -2080369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2080370.125000 Penalty: 3452.169189
	Iteration 53Q: 3 clusters Score -2080370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2080367.500000 Penalty: 3452.169189
	Iteration 54Q: 3 clusters Score -2080368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2080368.000000 Penalty: 3452.169189
	Iteration 55Q: 3 clusters Score -2080368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2080370.500000 Penalty: 3452.169189
	Iteration 56Q: 3 clusters Score -2080370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2080373.125000 Penalty: 3452.169189
	Iteration 57Q: 3 clusters Score -2080373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2080371.125000 Penalty: 3452.169189
	Iteration 58Q: 3 clusters Score -2080371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2080371.250000 Penalty: 3452.169189
	Iteration 59Q: 3 clusters Score -2080371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2080370.500000 Penalty: 3452.169189
	Iteration 60F: 3 clusters Score -2080370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Entering Unmasked Estep 
Score: -399991.875000 Penalty: 1449.650024
	Iteration 0F: 2 clusters Score -399991.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -394458.718750 Penalty: 2899.300049
	Iteration 0F: 3 clusters Score -394458.7 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -396190.000000 Penalty: 2899.300049
	Iteration 1F: 3 clusters Score -396190 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -396396.437500 Penalty: 2899.300049
	Iteration 2F: 3 clusters Score -396396.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -396543.562500 Penalty: 2899.300049
	Iteration 3Q: 3 clusters Score -396543.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -396641.500000 Penalty: 2899.300049
	Iteration 4Q: 3 clusters Score -396641.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -396734.218750 Penalty: 2899.300049
	Iteration 5Q: 3 clusters Score -396734.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -396815.781250 Penalty: 2899.300049
	Iteration 6Q: 3 clusters Score -396815.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -396886.750000 Penalty: 2899.300049
	Iteration 7Q: 3 clusters Score -396886.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -396960.562500 Penalty: 2899.300049
	Iteration 8Q: 3 clusters Score -396960.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -397059.312500 Penalty: 2899.300049
	Iteration 9Q: 3 clusters Score -397059.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -397180.593750 Penalty: 2899.300049
	Iteration 10Q: 3 clusters Score -397180.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -397351.343750 Penalty: 2899.300049
	Iteration 11Q: 3 clusters Score -397351.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -397552.843750 Penalty: 2899.300049
	Iteration 12Q: 3 clusters Score -397552.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -397710.687500 Penalty: 2899.300049
	Iteration 13Q: 3 clusters Score -397710.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -397830.531250 Penalty: 2899.300049
	Iteration 14Q: 3 clusters Score -397830.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -397931.375000 Penalty: 2899.300049
	Iteration 15Q: 3 clusters Score -397931.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -398004.750000 Penalty: 2899.300049
	Iteration 16Q: 3 clusters Score -398004.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -398051.031250 Penalty: 2899.300049
	Iteration 17Q: 3 clusters Score -398051 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -398075.812500 Penalty: 2899.300049
	Iteration 18Q: 3 clusters Score -398075.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -398097.968750 Penalty: 2899.300049
	Iteration 19Q: 3 clusters Score -398098 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -398116.625000 Penalty: 2899.300049
	Iteration 20F: 3 clusters Score -398116.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -398132.093750 Penalty: 2899.300049
	Iteration 21Q: 3 clusters Score -398132.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -398142.625000 Penalty: 2899.300049
	Iteration 22Q: 3 clusters Score -398142.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -398155.562500 Penalty: 2899.300049
	Iteration 23Q: 3 clusters Score -398155.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -398161.468750 Penalty: 2899.300049
	Iteration 24Q: 3 clusters Score -398161.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -398164.156250 Penalty: 2899.300049
	Iteration 25Q: 3 clusters Score -398164.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -398166.718750 Penalty: 2899.300049
	Iteration 26Q: 3 clusters Score -398166.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -398168.062500 Penalty: 2899.300049
	Iteration 27Q: 3 clusters Score -398168.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -398172.562500 Penalty: 2899.300049
	Iteration 28Q: 3 clusters Score -398172.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -398175.125000 Penalty: 2899.300049
	Iteration 29Q: 3 clusters Score -398175.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -398177.812500 Penalty: 2899.300049
	Iteration 30Q: 3 clusters Score -398177.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -398180.156250 Penalty: 2899.300049
	Iteration 31Q: 3 clusters Score -398180.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -398183.125000 Penalty: 2899.300049
	Iteration 32Q: 3 clusters Score -398183.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -398185.687500 Penalty: 2899.300049
	Iteration 33Q: 3 clusters Score -398185.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -398188.406250 Penalty: 2899.300049
	Iteration 34Q: 3 clusters Score -398188.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -398190.375000 Penalty: 2899.300049
	Iteration 35Q: 3 clusters Score -398190.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -398191.718750 Penalty: 2899.300049
	Iteration 36Q: 3 clusters Score -398191.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -398194.906250 Penalty: 2899.300049
	Iteration 37Q: 3 clusters Score -398194.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -398196.593750 Penalty: 2899.300049
	Iteration 38Q: 3 clusters Score -398196.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -398197.750000 Penalty: 2899.300049
	Iteration 39Q: 3 clusters Score -398197.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -398198.812500 Penalty: 2899.300049
	Iteration 40F: 3 clusters Score -398198.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -398200.000000 Penalty: 2899.300049
	Iteration 41Q: 3 clusters Score -398200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -398201.156250 Penalty: 2899.300049
	Iteration 42Q: 3 clusters Score -398201.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -398201.250000 Penalty: 2899.300049
	Iteration 43Q: 3 clusters Score -398201.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -398201.750000 Penalty: 2899.300049
	Iteration 44Q: 3 clusters Score -398201.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -398201.750000 Penalty: 2899.300049
	Iteration 45F: 3 clusters Score -398201.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Entering Unmasked Estep 
Score: -123026.742188 Penalty: 1282.947754
	Iteration 0F: 2 clusters Score -123026.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -120502.023438 Penalty: 2565.895508
	Iteration 0F: 3 clusters Score -120502 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -121081.320312 Penalty: 2565.895508
	Iteration 1F: 3 clusters Score -121081.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -121206.898438 Penalty: 2565.895508
	Iteration 2F: 3 clusters Score -121206.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -121269.281250 Penalty: 2565.895508
	Iteration 3Q: 3 clusters Score -121269.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -121324.304688 Penalty: 2565.895508
	Iteration 4Q: 3 clusters Score -121324.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -121421.578125 Penalty: 2565.895508
	Iteration 5Q: 3 clusters Score -121421.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -121556.453125 Penalty: 2565.895508
	Iteration 6Q: 3 clusters Score -121556.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -121705.820312 Penalty: 2565.895508
	Iteration 7F: 3 clusters Score -121705.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -121859.875000 Penalty: 2565.895508
	Iteration 8F: 3 clusters Score -121859.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -121991.968750 Penalty: 2565.895508
	Iteration 9F: 3 clusters Score -121992 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -122111.125000 Penalty: 2565.895508
	Iteration 10Q: 3 clusters Score -122111.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -122174.273438 Penalty: 2565.895508
	Iteration 11Q: 3 clusters Score -122174.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -122225.203125 Penalty: 2565.895508
	Iteration 12Q: 3 clusters Score -122225.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -122257.906250 Penalty: 2565.895508
	Iteration 13Q: 3 clusters Score -122257.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -122279.703125 Penalty: 2565.895508
	Iteration 14Q: 3 clusters Score -122279.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -122294.156250 Penalty: 2565.895508
	Iteration 15Q: 3 clusters Score -122294.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -122304.703125 Penalty: 2565.895508
	Iteration 16Q: 3 clusters Score -122304.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -122313.109375 Penalty: 2565.895508
	Iteration 17Q: 3 clusters Score -122313.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -122318.445312 Penalty: 2565.895508
	Iteration 18Q: 3 clusters Score -122318.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -122323.898438 Penalty: 2565.895508
	Iteration 19Q: 3 clusters Score -122323.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -122328.945312 Penalty: 2565.895508
	Iteration 20F: 3 clusters Score -122328.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -122333.429688 Penalty: 2565.895508
	Iteration 21Q: 3 clusters Score -122333.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -122336.250000 Penalty: 2565.895508
	Iteration 22Q: 3 clusters Score -122336.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -122339.289062 Penalty: 2565.895508
	Iteration 23Q: 3 clusters Score -122339.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -122339.742188 Penalty: 2565.895508
	Iteration 24Q: 3 clusters Score -122339.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -122340.695312 Penalty: 2565.895508
	Iteration 25Q: 3 clusters Score -122340.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -122341.140625 Penalty: 2565.895508
	Iteration 26Q: 3 clusters Score -122341.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -122341.617188 Penalty: 2565.895508
	Iteration 27Q: 3 clusters Score -122341.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -122341.734375 Penalty: 2565.895508
	Iteration 28Q: 3 clusters Score -122341.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -122342.492188 Penalty: 2565.895508
	Iteration 29Q: 3 clusters Score -122342.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -122342.492188 Penalty: 2565.895508
	Iteration 30F: 3 clusters Score -122342.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (207654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207654 members 
Entering Unmasked Estep 
Score: -10418730.000000 Penalty: 1989.589600
	Iteration 0F: 2 clusters Score -1.041873e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103508 members 
Mstep: Class 2 contains 104146 members 
Entering Unmasked Estep 
Score: -10279259.000000 Penalty: 3979.179199
	Iteration 0F: 3 clusters Score -1.027926e+07 nChanged 100466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98568 members 
Mstep: Class 2 contains 109086 members 
Entering Unmasked Estep 
Score: -10339153.000000 Penalty: 3979.179199
	Iteration 1F: 3 clusters Score -1.033915e+07 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95660 members 
Mstep: Class 2 contains 111994 members 
Entering Unmasked Estep 
Score: -10341008.000000 Penalty: 3979.179199
	Iteration 2Q: 3 clusters Score -1.034101e+07 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91033 members 
Mstep: Class 2 contains 116621 members 
Entering Unmasked Estep 
Score: -10343422.000000 Penalty: 3979.179199
	Iteration 3Q: 3 clusters Score -1.034342e+07 nChanged 9340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83839 members 
Mstep: Class 2 contains 123815 members 
Entering Unmasked Estep 
Score: -10347621.000000 Penalty: 3979.179199
	Iteration 4Q: 3 clusters Score -1.034762e+07 nChanged 11873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73502 members 
Mstep: Class 2 contains 134152 members 
Entering Unmasked Estep 
Score: -10354884.000000 Penalty: 3979.179199
	Iteration 5F: 3 clusters Score -1.035488e+07 nChanged 14541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60113 members 
Mstep: Class 2 contains 147541 members 
Entering Unmasked Estep 
Score: -10366065.000000 Penalty: 3979.179199
	Iteration 6F: 3 clusters Score -1.036606e+07 nChanged 15622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 162267 members 
Entering Unmasked Estep 
Score: -10379933.000000 Penalty: 3979.179199
	Iteration 7F: 3 clusters Score -1.037993e+07 nChanged 13570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 175089 members 
Entering Unmasked Estep 
Score: -10392022.000000 Penalty: 3979.179199
	Iteration 8F: 3 clusters Score -1.039202e+07 nChanged 10020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 184629 members 
Entering Unmasked Estep 
Score: -10400831.000000 Penalty: 3979.179199
	Iteration 9Q: 3 clusters Score -1.040083e+07 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 191421 members 
Entering Unmasked Estep 
Score: -10406873.000000 Penalty: 3979.179199
	Iteration 10Q: 3 clusters Score -1.040687e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 196115 members 
Entering Unmasked Estep 
Score: -10410865.000000 Penalty: 3979.179199
	Iteration 11Q: 3 clusters Score -1.041086e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 199384 members 
Entering Unmasked Estep 
Score: -10413784.000000 Penalty: 3979.179199
	Iteration 12Q: 3 clusters Score -1.041378e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 201428 members 
Entering Unmasked Estep 
Score: -10415769.000000 Penalty: 3979.179199
	Iteration 13Q: 3 clusters Score -1.041577e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 202529 members 
Entering Unmasked Estep 
Score: -10417051.000000 Penalty: 3979.179199
	Iteration 14Q: 3 clusters Score -1.041705e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 203077 members 
Entering Unmasked Estep 
Score: -10417759.000000 Penalty: 3979.179199
	Iteration 15Q: 3 clusters Score -1.041776e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 203276 members 
Entering Unmasked Estep 
Score: -10418185.000000 Penalty: 3979.179199
	Iteration 16Q: 3 clusters Score -1.041818e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 203382 members 
Entering Unmasked Estep 
Score: -10418456.000000 Penalty: 3979.179199
	Iteration 17Q: 3 clusters Score -1.041846e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 203367 members 
Entering Unmasked Estep 
Score: -10418557.000000 Penalty: 3979.179199
	Iteration 18Q: 3 clusters Score -1.041856e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 203345 members 
Entering Unmasked Estep 
Score: -10418700.000000 Penalty: 3979.179199
	Iteration 19Q: 3 clusters Score -1.04187e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 203334 members 
Entering Unmasked Estep 
Score: -10418722.000000 Penalty: 3979.179199
	Iteration 20F: 3 clusters Score -1.041872e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 203275 members 
Entering Unmasked Estep 
Score: -10418765.000000 Penalty: 3979.179199
	Iteration 21Q: 3 clusters Score -1.041876e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 203200 members 
Entering Unmasked Estep 
Score: -10418820.000000 Penalty: 3979.179199
	Iteration 22Q: 3 clusters Score -1.041882e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 203153 members 
Entering Unmasked Estep 
Score: -10418814.000000 Penalty: 3979.179199
	Iteration 23Q: 3 clusters Score -1.041881e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 203105 members 
Entering Unmasked Estep 
Score: -10418842.000000 Penalty: 3979.179199
	Iteration 24Q: 3 clusters Score -1.041884e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 203070 members 
Entering Unmasked Estep 
Score: -10418885.000000 Penalty: 3979.179199
	Iteration 25Q: 3 clusters Score -1.041888e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 203043 members 
Entering Unmasked Estep 
Score: -10418874.000000 Penalty: 3979.179199
	Iteration 26Q: 3 clusters Score -1.041887e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 203011 members 
Entering Unmasked Estep 
Score: -10418884.000000 Penalty: 3979.179199
	Iteration 27Q: 3 clusters Score -1.041888e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 202995 members 
Entering Unmasked Estep 
Score: -10418885.000000 Penalty: 3979.179199
	Iteration 28Q: 3 clusters Score -1.041888e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 202985 members 
Entering Unmasked Estep 
Score: -10418883.000000 Penalty: 3979.179199
	Iteration 29Q: 3 clusters Score -1.041888e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 202966 members 
Entering Unmasked Estep 
Score: -10418909.000000 Penalty: 3979.179199
	Iteration 30Q: 3 clusters Score -1.041891e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 202956 members 
Entering Unmasked Estep 
Score: -10418899.000000 Penalty: 3979.179199
	Iteration 31Q: 3 clusters Score -1.04189e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 202956 members 
Entering Unmasked Estep 
Score: -10418889.000000 Penalty: 3979.179199
	Iteration 32Q: 3 clusters Score -1.041889e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 202955 members 
Entering Unmasked Estep 
Score: -10418896.000000 Penalty: 3979.179199
	Iteration 33Q: 3 clusters Score -1.04189e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 202956 members 
Entering Unmasked Estep 
Score: -10418899.000000 Penalty: 3979.179199
	Iteration 34Q: 3 clusters Score -1.04189e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 202949 members 
Entering Unmasked Estep 
Score: -10418890.000000 Penalty: 3979.179199
	Iteration 35Q: 3 clusters Score -1.041889e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 202944 members 
Entering Unmasked Estep 
Score: -10418888.000000 Penalty: 3979.179199
	Iteration 36Q: 3 clusters Score -1.041889e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 202946 members 
Entering Unmasked Estep 
Score: -10418897.000000 Penalty: 3979.179199
	Iteration 37Q: 3 clusters Score -1.04189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 202945 members 
Entering Unmasked Estep 
Score: -10418902.000000 Penalty: 3979.179199
	Iteration 38Q: 3 clusters Score -1.04189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 202944 members 
Entering Unmasked Estep 
Score: -10418907.000000 Penalty: 3979.179199
	Iteration 39Q: 3 clusters Score -1.041891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 202943 members 
Entering Unmasked Estep 
Score: -10418904.000000 Penalty: 3979.179199
	Iteration 40F: 3 clusters Score -1.04189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 202945 members 
Entering Unmasked Estep 
Score: -10418904.000000 Penalty: 3979.179199
	Iteration 41Q: 3 clusters Score -1.04189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 202945 members 
Entering Unmasked Estep 
Score: -10418900.000000 Penalty: 3979.179199
	Iteration 42Q: 3 clusters Score -1.04189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 202943 members 
Entering Unmasked Estep 
Score: -10418907.000000 Penalty: 3979.179199
	Iteration 43Q: 3 clusters Score -1.041891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 202940 members 
Entering Unmasked Estep 
Score: -10418909.000000 Penalty: 3979.179199
	Iteration 44Q: 3 clusters Score -1.041891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 202938 members 
Entering Unmasked Estep 
Score: -10418911.000000 Penalty: 3979.179199
	Iteration 45Q: 3 clusters Score -1.041891e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 202935 members 
Entering Unmasked Estep 
Score: -10418911.000000 Penalty: 3979.179199
	Iteration 46Q: 3 clusters Score -1.041891e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 202934 members 
Entering Unmasked Estep 
Score: -10418904.000000 Penalty: 3979.179199
	Iteration 47Q: 3 clusters Score -1.04189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 202936 members 
Entering Unmasked Estep 
Score: -10418905.000000 Penalty: 3979.179199
	Iteration 48Q: 3 clusters Score -1.04189e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 202936 members 
Entering Unmasked Estep 
Score: -10418905.000000 Penalty: 3979.179199
	Iteration 49F: 3 clusters Score -1.04189e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 41030 members 
Mstep: Class 3 contains 7487 members 
Mstep: Class 4 contains 2684 members 
Mstep: Class 5 contains 4718 members 
Mstep: Class 6 contains 40739 members 
Mstep: Class 7 contains 9901 members 
Mstep: Class 8 contains 2259 members 
Mstep: Class 9 contains 20053 members 
Mstep: Class 10 contains 40631 members 
Mstep: Class 11 contains 12286 members 
Mstep: Class 12 contains 6843 members 
Mstep: Class 13 contains 152865 members 
Mstep: Class 14 contains 30267 members 
Mstep: Class 15 contains 7274 members 
Mstep: Class 16 contains 202936 members 
Entering Unmasked Estep 
Score: -29091606.000000 Penalty: 34534.289062
Splitting cluster 5 changes total score from -29092038.000000 to -29091606.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (40739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Entering Unmasked Estep 
Score: -2114135.750000 Penalty: 1724.927979
	Iteration 0F: 2 clusters Score -2114136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -2086912.875000 Penalty: 3449.855957
	Iteration 0F: 3 clusters Score -2086913 nChanged 19003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -2097660.250000 Penalty: 3449.855957
	Iteration 1F: 3 clusters Score -2097660 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -2098515.750000 Penalty: 3449.855957
	Iteration 2F: 3 clusters Score -2098516 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -2099833.750000 Penalty: 3449.855957
	Iteration 3F: 3 clusters Score -2099834 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2101792.250000 Penalty: 3449.855957
	Iteration 4F: 3 clusters Score -2101792 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2104401.500000 Penalty: 3449.855957
	Iteration 5F: 3 clusters Score -2104402 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -2107339.500000 Penalty: 3449.855957
	Iteration 6F: 3 clusters Score -2107340 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2109995.750000 Penalty: 3449.855957
	Iteration 7F: 3 clusters Score -2109996 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2111506.250000 Penalty: 3449.855957
	Iteration 8Q: 3 clusters Score -2111506 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2112154.250000 Penalty: 3449.855957
	Iteration 9Q: 3 clusters Score -2112154 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2112424.750000 Penalty: 3449.855957
	Iteration 10Q: 3 clusters Score -2112425 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2112527.750000 Penalty: 3449.855957
	Iteration 11Q: 3 clusters Score -2112528 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2112559.250000 Penalty: 3449.855957
	Iteration 12Q: 3 clusters Score -2112559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2112569.500000 Penalty: 3449.855957
	Iteration 13Q: 3 clusters Score -2112570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40498 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2112583.250000 Penalty: 3449.855957
	Iteration 14Q: 3 clusters Score -2112583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2112589.750000 Penalty: 3449.855957
	Iteration 15Q: 3 clusters Score -2112590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2112594.250000 Penalty: 3449.855957
	Iteration 16Q: 3 clusters Score -2112594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2112593.250000 Penalty: 3449.855957
	Iteration 17Q: 3 clusters Score -2112593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2112597.750000 Penalty: 3449.855957
	Iteration 18Q: 3 clusters Score -2112598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2112599.000000 Penalty: 3449.855957
	Iteration 19Q: 3 clusters Score -2112599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2112599.000000 Penalty: 3449.855957
	Iteration 20F: 3 clusters Score -2112599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Entering Unmasked Estep 
Score: -508329.093750 Penalty: 1495.063477
	Iteration 0F: 2 clusters Score -508329.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -501250.531250 Penalty: 2990.126953
	Iteration 0F: 3 clusters Score -501250.5 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -503375.093750 Penalty: 2990.126953
	Iteration 1F: 3 clusters Score -503375.1 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -503637.375000 Penalty: 2990.126953
	Iteration 2F: 3 clusters Score -503637.4 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -503910.875000 Penalty: 2990.126953
	Iteration 3F: 3 clusters Score -503910.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -504183.562500 Penalty: 2990.126953
	Iteration 4F: 3 clusters Score -504183.6 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -504518.281250 Penalty: 2990.126953
	Iteration 5F: 3 clusters Score -504518.3 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -504900.593750 Penalty: 2990.126953
	Iteration 6F: 3 clusters Score -504900.6 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -505329.031250 Penalty: 2990.126953
	Iteration 7F: 3 clusters Score -505329 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -505789.593750 Penalty: 2990.126953
	Iteration 8F: 3 clusters Score -505789.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -506208.718750 Penalty: 2990.126953
	Iteration 9F: 3 clusters Score -506208.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -506545.375000 Penalty: 2990.126953
	Iteration 10Q: 3 clusters Score -506545.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -506765.812500 Penalty: 2990.126953
	Iteration 11Q: 3 clusters Score -506765.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -506910.000000 Penalty: 2990.126953
	Iteration 12Q: 3 clusters Score -506910 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -506989.906250 Penalty: 2990.126953
	Iteration 13Q: 3 clusters Score -506989.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -507045.562500 Penalty: 2990.126953
	Iteration 14Q: 3 clusters Score -507045.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -507072.750000 Penalty: 2990.126953
	Iteration 15Q: 3 clusters Score -507072.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -507086.937500 Penalty: 2990.126953
	Iteration 16Q: 3 clusters Score -507086.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -507095.437500 Penalty: 2990.126953
	Iteration 17Q: 3 clusters Score -507095.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -507100.500000 Penalty: 2990.126953
	Iteration 18Q: 3 clusters Score -507100.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -507108.218750 Penalty: 2990.126953
	Iteration 19Q: 3 clusters Score -507108.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -507111.968750 Penalty: 2990.126953
	Iteration 20F: 3 clusters Score -507112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -507111.218750 Penalty: 2990.126953
	Iteration 21Q: 3 clusters Score -507111.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -507111.218750 Penalty: 2990.126953
	Iteration 22F: 3 clusters Score -507111.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -97375.656250 Penalty: 1254.935181
	Iteration 0F: 2 clusters Score -97375.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -95138.125000 Penalty: 2509.870361
	Iteration 0F: 3 clusters Score -95138.12 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -95645.257812 Penalty: 2509.870361
	Iteration 1F: 3 clusters Score -95645.26 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -95796.648438 Penalty: 2509.870361
	Iteration 2F: 3 clusters Score -95796.65 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -95911.679688 Penalty: 2509.870361
	Iteration 3F: 3 clusters Score -95911.68 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -96024.343750 Penalty: 2509.870361
	Iteration 4Q: 3 clusters Score -96024.34 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -96085.914062 Penalty: 2509.870361
	Iteration 5Q: 3 clusters Score -96085.91 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -96122.851562 Penalty: 2509.870361
	Iteration 6Q: 3 clusters Score -96122.85 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -96151.867188 Penalty: 2509.870361
	Iteration 7Q: 3 clusters Score -96151.87 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -96176.562500 Penalty: 2509.870361
	Iteration 8Q: 3 clusters Score -96176.56 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -96204.218750 Penalty: 2509.870361
	Iteration 9Q: 3 clusters Score -96204.22 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -96227.234375 Penalty: 2509.870361
	Iteration 10Q: 3 clusters Score -96227.23 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -96248.492188 Penalty: 2509.870361
	Iteration 11Q: 3 clusters Score -96248.49 nChanged 28
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: -96263.187500 Penalty: 2509.870361
	Iteration 12Q: 3 clusters Score -96263.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -96280.781250 Penalty: 2509.870361
	Iteration 13Q: 3 clusters Score -96280.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -96300.695312 Penalty: 2509.870361
	Iteration 14Q: 3 clusters Score -96300.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -96319.796875 Penalty: 2509.870361
	Iteration 15Q: 3 clusters Score -96319.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -96337.093750 Penalty: 2509.870361
	Iteration 16Q: 3 clusters Score -96337.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -96350.906250 Penalty: 2509.870361
	Iteration 17Q: 3 clusters Score -96350.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -96360.609375 Penalty: 2509.870361
	Iteration 18Q: 3 clusters Score -96360.61 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -96375.453125 Penalty: 2509.870361
	Iteration 19Q: 3 clusters Score -96375.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -96390.601562 Penalty: 2509.870361
	Iteration 20F: 3 clusters Score -96390.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -96409.617188 Penalty: 2509.870361
	Iteration 21Q: 3 clusters Score -96409.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -96428.914062 Penalty: 2509.870361
	Iteration 22Q: 3 clusters Score -96428.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -96443.156250 Penalty: 2509.870361
	Iteration 23Q: 3 clusters Score -96443.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -96456.515625 Penalty: 2509.870361
	Iteration 24Q: 3 clusters Score -96456.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -96467.046875 Penalty: 2509.870361
	Iteration 25Q: 3 clusters Score -96467.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -96478.445312 Penalty: 2509.870361
	Iteration 26Q: 3 clusters Score -96478.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -96488.343750 Penalty: 2509.870361
	Iteration 27Q: 3 clusters Score -96488.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -96495.406250 Penalty: 2509.870361
	Iteration 28Q: 3 clusters Score -96495.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -96499.296875 Penalty: 2509.870361
	Iteration 29Q: 3 clusters Score -96499.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -96501.250000 Penalty: 2509.870361
	Iteration 30Q: 3 clusters Score -96501.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -96502.000000 Penalty: 2509.870361
	Iteration 31Q: 3 clusters Score -96502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -96504.539062 Penalty: 2509.870361
	Iteration 32Q: 3 clusters Score -96504.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -96506.554688 Penalty: 2509.870361
	Iteration 33Q: 3 clusters Score -96506.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -96509.335938 Penalty: 2509.870361
	Iteration 34Q: 3 clusters Score -96509.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -96510.710938 Penalty: 2509.870361
	Iteration 35Q: 3 clusters Score -96510.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -96511.460938 Penalty: 2509.870361
	Iteration 36Q: 3 clusters Score -96511.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -96512.515625 Penalty: 2509.870361
	Iteration 37Q: 3 clusters Score -96512.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -96513.328125 Penalty: 2509.870361
	Iteration 38Q: 3 clusters Score -96513.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -96513.757812 Penalty: 2509.870361
	Iteration 39Q: 3 clusters Score -96513.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -96514.601562 Penalty: 2509.870361
	Iteration 40F: 3 clusters Score -96514.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -96515.796875 Penalty: 2509.870361
	Iteration 41Q: 3 clusters Score -96515.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -96516.875000 Penalty: 2509.870361
	Iteration 42Q: 3 clusters Score -96516.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -96517.757812 Penalty: 2509.870361
	Iteration 43Q: 3 clusters Score -96517.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -96519.460938 Penalty: 2509.870361
	Iteration 44Q: 3 clusters Score -96519.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -96519.882812 Penalty: 2509.870361
	Iteration 45Q: 3 clusters Score -96519.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -96520.484375 Penalty: 2509.870361
	Iteration 46Q: 3 clusters Score -96520.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -96520.484375 Penalty: 2509.870361
	Iteration 47F: 3 clusters Score -96520.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Entering Unmasked Estep 
Score: -1040889.000000 Penalty: 1609.746704
	Iteration 0F: 2 clusters Score -1040889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1027145.500000 Penalty: 3219.493408
	Iteration 0F: 3 clusters Score -1027146 nChanged 9207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1032245.187500 Penalty: 3219.493408
	Iteration 1F: 3 clusters Score -1032245 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1032574.125000 Penalty: 3219.493408
	Iteration 2Q: 3 clusters Score -1032574 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1032855.062500 Penalty: 3219.493408
	Iteration 3Q: 3 clusters Score -1032855 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1033166.000000 Penalty: 3219.493408
	Iteration 4Q: 3 clusters Score -1033166 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1033592.375000 Penalty: 3219.493408
	Iteration 5Q: 3 clusters Score -1033592 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1034204.437500 Penalty: 3219.493408
	Iteration 6F: 3 clusters Score -1034204 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1034948.875000 Penalty: 3219.493408
	Iteration 7F: 3 clusters Score -1034949 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1035788.375000 Penalty: 3219.493408
	Iteration 8F: 3 clusters Score -1035788 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1036632.625000 Penalty: 3219.493408
	Iteration 9F: 3 clusters Score -1036633 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1037319.687500 Penalty: 3219.493408
	Iteration 10F: 3 clusters Score -1037320 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1037801.687500 Penalty: 3219.493408
	Iteration 11Q: 3 clusters Score -1037802 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1038138.312500 Penalty: 3219.493408
	Iteration 12Q: 3 clusters Score -1038138 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1038398.375000 Penalty: 3219.493408
	Iteration 13Q: 3 clusters Score -1038398 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1038608.062500 Penalty: 3219.493408
	Iteration 14Q: 3 clusters Score -1038608 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1038805.937500 Penalty: 3219.493408
	Iteration 15Q: 3 clusters Score -1038806 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1038988.562500 Penalty: 3219.493408
	Iteration 16Q: 3 clusters Score -1038989 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1039161.125000 Penalty: 3219.493408
	Iteration 17Q: 3 clusters Score -1039161 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1039304.062500 Penalty: 3219.493408
	Iteration 18Q: 3 clusters Score -1039304 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1039440.500000 Penalty: 3219.493408
	Iteration 19Q: 3 clusters Score -1039440 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1039540.687500 Penalty: 3219.493408
	Iteration 20F: 3 clusters Score -1039541 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1039616.250000 Penalty: 3219.493408
	Iteration 21Q: 3 clusters Score -1039616 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1039676.375000 Penalty: 3219.493408
	Iteration 22Q: 3 clusters Score -1039676 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1039725.125000 Penalty: 3219.493408
	Iteration 23Q: 3 clusters Score -1039725 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1039774.937500 Penalty: 3219.493408
	Iteration 24Q: 3 clusters Score -1039775 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1039805.625000 Penalty: 3219.493408
	Iteration 25Q: 3 clusters Score -1039806 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1039818.562500 Penalty: 3219.493408
	Iteration 26Q: 3 clusters Score -1039819 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1039829.125000 Penalty: 3219.493408
	Iteration 27Q: 3 clusters Score -1039829 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1039837.250000 Penalty: 3219.493408
	Iteration 28Q: 3 clusters Score -1039837 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1039851.312500 Penalty: 3219.493408
	Iteration 29Q: 3 clusters Score -1039851 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1039860.750000 Penalty: 3219.493408
	Iteration 30Q: 3 clusters Score -1039861 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1039870.437500 Penalty: 3219.493408
	Iteration 31Q: 3 clusters Score -1039870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1039879.250000 Penalty: 3219.493408
	Iteration 32Q: 3 clusters Score -1039879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1039881.812500 Penalty: 3219.493408
	Iteration 33Q: 3 clusters Score -1039882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1039885.000000 Penalty: 3219.493408
	Iteration 34Q: 3 clusters Score -1039885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1039886.875000 Penalty: 3219.493408
	Iteration 35Q: 3 clusters Score -1039887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1039887.687500 Penalty: 3219.493408
	Iteration 36Q: 3 clusters Score -1039888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1039890.062500 Penalty: 3219.493408
	Iteration 37Q: 3 clusters Score -1039890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1039891.937500 Penalty: 3219.493408
	Iteration 38Q: 3 clusters Score -1039892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1039891.937500 Penalty: 3219.493408
	Iteration 39Q: 3 clusters Score -1039892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1039892.500000 Penalty: 3219.493408
	Iteration 40F: 3 clusters Score -1039892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (40631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Entering Unmasked Estep 
Score: -2157946.750000 Penalty: 1724.496582
	Iteration 0F: 2 clusters Score -2157947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -2130896.250000 Penalty: 3448.993164
	Iteration 0F: 3 clusters Score -2130896 nChanged 18728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -2141238.000000 Penalty: 3448.993164
	Iteration 1F: 3 clusters Score -2141238 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -2141707.000000 Penalty: 3448.993164
	Iteration 2Q: 3 clusters Score -2141707 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -2142463.750000 Penalty: 3448.993164
	Iteration 3Q: 3 clusters Score -2142464 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -2143751.500000 Penalty: 3448.993164
	Iteration 4Q: 3 clusters Score -2143752 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -2145456.000000 Penalty: 3448.993164
	Iteration 5F: 3 clusters Score -2145456 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -2147455.750000 Penalty: 3448.993164
	Iteration 6F: 3 clusters Score -2147456 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -2149513.250000 Penalty: 3448.993164
	Iteration 7F: 3 clusters Score -2149513 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -2151818.250000 Penalty: 3448.993164
	Iteration 8F: 3 clusters Score -2151818 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -2154174.000000 Penalty: 3448.993164
	Iteration 9F: 3 clusters Score -2154174 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -2155651.250000 Penalty: 3448.993164
	Iteration 10F: 3 clusters Score -2155651 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -2156312.750000 Penalty: 3448.993164
	Iteration 11Q: 3 clusters Score -2156313 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -2156627.250000 Penalty: 3448.993164
	Iteration 12Q: 3 clusters Score -2156627 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -2156784.250000 Penalty: 3448.993164
	Iteration 13Q: 3 clusters Score -2156784 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -2156878.250000 Penalty: 3448.993164
	Iteration 14Q: 3 clusters Score -2156878 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -2156922.500000 Penalty: 3448.993164
	Iteration 15Q: 3 clusters Score -2156922 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -2156964.250000 Penalty: 3448.993164
	Iteration 16Q: 3 clusters Score -2156964 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -2156996.250000 Penalty: 3448.993164
	Iteration 17Q: 3 clusters Score -2156996 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -2157017.750000 Penalty: 3448.993164
	Iteration 18Q: 3 clusters Score -2157018 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -2157034.000000 Penalty: 3448.993164
	Iteration 19Q: 3 clusters Score -2157034 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -2157045.250000 Penalty: 3448.993164
	Iteration 20F: 3 clusters Score -2157045 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -2157069.250000 Penalty: 3448.993164
	Iteration 21Q: 3 clusters Score -2157069 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -2157083.750000 Penalty: 3448.993164
	Iteration 22Q: 3 clusters Score -2157084 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -2157086.750000 Penalty: 3448.993164
	Iteration 23Q: 3 clusters Score -2157087 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -2157092.750000 Penalty: 3448.993164
	Iteration 24Q: 3 clusters Score -2157093 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -2157097.500000 Penalty: 3448.993164
	Iteration 25Q: 3 clusters Score -2157098 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -2157103.000000 Penalty: 3448.993164
	Iteration 26Q: 3 clusters Score -2157103 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -2157120.250000 Penalty: 3448.993164
	Iteration 27Q: 3 clusters Score -2157120 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -2157133.250000 Penalty: 3448.993164
	Iteration 28Q: 3 clusters Score -2157133 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -2157151.750000 Penalty: 3448.993164
	Iteration 29Q: 3 clusters Score -2157152 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -2157165.500000 Penalty: 3448.993164
	Iteration 30Q: 3 clusters Score -2157166 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -2157181.500000 Penalty: 3448.993164
	Iteration 31Q: 3 clusters Score -2157182 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -2157204.000000 Penalty: 3448.993164
	Iteration 32Q: 3 clusters Score -2157204 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -2157222.500000 Penalty: 3448.993164
	Iteration 33Q: 3 clusters Score -2157222 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -2157242.250000 Penalty: 3448.993164
	Iteration 34Q: 3 clusters Score -2157242 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -2157246.750000 Penalty: 3448.993164
	Iteration 35Q: 3 clusters Score -2157247 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -2157270.500000 Penalty: 3448.993164
	Iteration 36Q: 3 clusters Score -2157270 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -2157293.000000 Penalty: 3448.993164
	Iteration 37Q: 3 clusters Score -2157293 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -2157311.750000 Penalty: 3448.993164
	Iteration 38Q: 3 clusters Score -2157312 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -2157320.500000 Penalty: 3448.993164
	Iteration 39Q: 3 clusters Score -2157320 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -2157351.500000 Penalty: 3448.993164
	Iteration 40F: 3 clusters Score -2157352 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -2157374.750000 Penalty: 3448.993164
	Iteration 41Q: 3 clusters Score -2157375 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -2157388.250000 Penalty: 3448.993164
	Iteration 42Q: 3 clusters Score -2157388 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -2157408.250000 Penalty: 3448.993164
	Iteration 43Q: 3 clusters Score -2157408 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -2157424.500000 Penalty: 3448.993164
	Iteration 44Q: 3 clusters Score -2157424 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -2157430.750000 Penalty: 3448.993164
	Iteration 45Q: 3 clusters Score -2157431 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -2157452.250000 Penalty: 3448.993164
	Iteration 46Q: 3 clusters Score -2157452 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -2157464.750000 Penalty: 3448.993164
	Iteration 47Q: 3 clusters Score -2157465 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -2157472.250000 Penalty: 3448.993164
	Iteration 48Q: 3 clusters Score -2157472 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -2157475.250000 Penalty: 3448.993164
	Iteration 49Q: 3 clusters Score -2157475 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -2157486.000000 Penalty: 3448.993164
	Iteration 50Q: 3 clusters Score -2157486 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -2157504.750000 Penalty: 3448.993164
	Iteration 51Q: 3 clusters Score -2157505 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -2157518.000000 Penalty: 3448.993164
	Iteration 52Q: 3 clusters Score -2157518 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -2157530.750000 Penalty: 3448.993164
	Iteration 53Q: 3 clusters Score -2157531 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -2157540.500000 Penalty: 3448.993164
	Iteration 54Q: 3 clusters Score -2157540 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -2157561.500000 Penalty: 3448.993164
	Iteration 55Q: 3 clusters Score -2157562 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -2157579.000000 Penalty: 3448.993164
	Iteration 56Q: 3 clusters Score -2157579 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -2157587.250000 Penalty: 3448.993164
	Iteration 57Q: 3 clusters Score -2157587 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
Score: -2157598.250000 Penalty: 3448.993164
	Iteration 58Q: 3 clusters Score -2157598 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -2157614.750000 Penalty: 3448.993164
	Iteration 59Q: 3 clusters Score -2157615 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -2157629.000000 Penalty: 3448.993164
	Iteration 60F: 3 clusters Score -2157629 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -2157638.500000 Penalty: 3448.993164
	Iteration 61Q: 3 clusters Score -2157638 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -2157658.000000 Penalty: 3448.993164
	Iteration 62Q: 3 clusters Score -2157658 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -2157666.250000 Penalty: 3448.993164
	Iteration 63Q: 3 clusters Score -2157666 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -2157668.750000 Penalty: 3448.993164
	Iteration 64Q: 3 clusters Score -2157669 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -2157684.750000 Penalty: 3448.993164
	Iteration 65Q: 3 clusters Score -2157685 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -2157688.750000 Penalty: 3448.993164
	Iteration 66Q: 3 clusters Score -2157689 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -2157696.000000 Penalty: 3448.993164
	Iteration 67Q: 3 clusters Score -2157696 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -2157692.250000 Penalty: 3448.993164
	Iteration 68Q: 3 clusters Score -2157692 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
Score: -2157699.000000 Penalty: 3448.993164
	Iteration 69Q: 3 clusters Score -2157699 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -2157703.500000 Penalty: 3448.993164
	Iteration 70Q: 3 clusters Score -2157704 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -2157705.000000 Penalty: 3448.993164
	Iteration 71Q: 3 clusters Score -2157705 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -2157710.750000 Penalty: 3448.993164
	Iteration 72Q: 3 clusters Score -2157711 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -2157717.500000 Penalty: 3448.993164
	Iteration 73Q: 3 clusters Score -2157718 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -2157722.500000 Penalty: 3448.993164
	Iteration 74Q: 3 clusters Score -2157722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -2157719.000000 Penalty: 3448.993164
	Iteration 75Q: 3 clusters Score -2157719 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -2157719.500000 Penalty: 3448.993164
	Iteration 76Q: 3 clusters Score -2157720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -2157727.500000 Penalty: 3448.993164
	Iteration 77Q: 3 clusters Score -2157728 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 33254 members 
Entering Unmasked Estep 
Score: -2157726.250000 Penalty: 3448.993164
	Iteration 78Q: 3 clusters Score -2157726 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -2157727.250000 Penalty: 3448.993164
	Iteration 79Q: 3 clusters Score -2157727 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -2157726.500000 Penalty: 3448.993164
	Iteration 80F: 3 clusters Score -2157726 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 33368 members 
Entering Unmasked Estep 
Score: -2157729.250000 Penalty: 3448.993164
	Iteration 81Q: 3 clusters Score -2157729 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -2157730.750000 Penalty: 3448.993164
	Iteration 82Q: 3 clusters Score -2157731 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -2157740.500000 Penalty: 3448.993164
	Iteration 83Q: 3 clusters Score -2157740 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -2157739.750000 Penalty: 3448.993164
	Iteration 84Q: 3 clusters Score -2157740 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -2157752.000000 Penalty: 3448.993164
	Iteration 85Q: 3 clusters Score -2157752 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -2157750.500000 Penalty: 3448.993164
	Iteration 86Q: 3 clusters Score -2157750 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -2157754.500000 Penalty: 3448.993164
	Iteration 87Q: 3 clusters Score -2157754 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -2157750.000000 Penalty: 3448.993164
	Iteration 88Q: 3 clusters Score -2157750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -2157750.000000 Penalty: 3448.993164
	Iteration 89Q: 3 clusters Score -2157750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -2157757.000000 Penalty: 3448.993164
	Iteration 90Q: 3 clusters Score -2157757 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -2157751.000000 Penalty: 3448.993164
	Iteration 91Q: 3 clusters Score -2157751 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -2157756.500000 Penalty: 3448.993164
	Iteration 92Q: 3 clusters Score -2157756 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -2157756.000000 Penalty: 3448.993164
	Iteration 93Q: 3 clusters Score -2157756 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -2157765.500000 Penalty: 3448.993164
	Iteration 94Q: 3 clusters Score -2157766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -2157761.500000 Penalty: 3448.993164
	Iteration 95Q: 3 clusters Score -2157762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -2157762.500000 Penalty: 3448.993164
	Iteration 96Q: 3 clusters Score -2157762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -2157764.000000 Penalty: 3448.993164
	Iteration 97Q: 3 clusters Score -2157764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -2157764.000000 Penalty: 3448.993164
	Iteration 98Q: 3 clusters Score -2157764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -2157760.250000 Penalty: 3448.993164
	Iteration 99Q: 3 clusters Score -2157760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -2157758.000000 Penalty: 3448.993164
	Iteration 100F: 3 clusters Score -2157758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 33895 members 
Entering Unmasked Estep 
Score: -2157759.250000 Penalty: 3448.993164
	Iteration 101Q: 3 clusters Score -2157759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -2157765.250000 Penalty: 3448.993164
	Iteration 102Q: 3 clusters Score -2157765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -2157760.000000 Penalty: 3448.993164
	Iteration 103Q: 3 clusters Score -2157760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -2157760.250000 Penalty: 3448.993164
	Iteration 104Q: 3 clusters Score -2157760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -2157757.500000 Penalty: 3448.993164
	Iteration 105Q: 3 clusters Score -2157758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -2157764.750000 Penalty: 3448.993164
	Iteration 106Q: 3 clusters Score -2157765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -2157762.250000 Penalty: 3448.993164
	Iteration 107Q: 3 clusters Score -2157762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -2157765.500000 Penalty: 3448.993164
	Iteration 108Q: 3 clusters Score -2157766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -2157765.250000 Penalty: 3448.993164
	Iteration 109Q: 3 clusters Score -2157765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -2157763.500000 Penalty: 3448.993164
	Iteration 110Q: 3 clusters Score -2157764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -2157769.250000 Penalty: 3448.993164
	Iteration 111Q: 3 clusters Score -2157769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -2157770.000000 Penalty: 3448.993164
	Iteration 112Q: 3 clusters Score -2157770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -2157769.250000 Penalty: 3448.993164
	Iteration 113Q: 3 clusters Score -2157769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -2157772.750000 Penalty: 3448.993164
	Iteration 114Q: 3 clusters Score -2157773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -2157768.500000 Penalty: 3448.993164
	Iteration 115Q: 3 clusters Score -2157768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 34049 members 
Entering Unmasked Estep 
Score: -2157773.250000 Penalty: 3448.993164
	Iteration 116Q: 3 clusters Score -2157773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -2157775.250000 Penalty: 3448.993164
	Iteration 117Q: 3 clusters Score -2157775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -2157780.250000 Penalty: 3448.993164
	Iteration 118Q: 3 clusters Score -2157780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -2157778.000000 Penalty: 3448.993164
	Iteration 119Q: 3 clusters Score -2157778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -2157782.000000 Penalty: 3448.993164
	Iteration 120F: 3 clusters Score -2157782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -2157782.750000 Penalty: 3448.993164
	Iteration 121Q: 3 clusters Score -2157783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -2157779.500000 Penalty: 3448.993164
	Iteration 122Q: 3 clusters Score -2157780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -2157780.250000 Penalty: 3448.993164
	Iteration 123Q: 3 clusters Score -2157780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -2157780.500000 Penalty: 3448.993164
	Iteration 124Q: 3 clusters Score -2157780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -2157778.500000 Penalty: 3448.993164
	Iteration 125Q: 3 clusters Score -2157778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -2157776.750000 Penalty: 3448.993164
	Iteration 126Q: 3 clusters Score -2157777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -2157778.750000 Penalty: 3448.993164
	Iteration 127Q: 3 clusters Score -2157779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -2157777.250000 Penalty: 3448.993164
	Iteration 128Q: 3 clusters Score -2157777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -2157777.250000 Penalty: 3448.993164
	Iteration 129F: 3 clusters Score -2157777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Entering Unmasked Estep 
Score: -609208.937500 Penalty: 1530.135132
	Iteration 0F: 2 clusters Score -609208.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -600571.062500 Penalty: 3060.270264
	Iteration 0F: 3 clusters Score -600571.1 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -603420.500000 Penalty: 3060.270264
	Iteration 1F: 3 clusters Score -603420.5 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -603705.500000 Penalty: 3060.270264
	Iteration 2F: 3 clusters Score -603705.5 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -603986.500000 Penalty: 3060.270264
	Iteration 3F: 3 clusters Score -603986.5 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -604310.187500 Penalty: 3060.270264
	Iteration 4F: 3 clusters Score -604310.2 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -604706.375000 Penalty: 3060.270264
	Iteration 5F: 3 clusters Score -604706.4 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -605244.312500 Penalty: 3060.270264
	Iteration 6F: 3 clusters Score -605244.3 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -605904.875000 Penalty: 3060.270264
	Iteration 7F: 3 clusters Score -605904.9 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -606543.562500 Penalty: 3060.270264
	Iteration 8F: 3 clusters Score -606543.6 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -607050.937500 Penalty: 3060.270264
	Iteration 9Q: 3 clusters Score -607050.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -607390.125000 Penalty: 3060.270264
	Iteration 10Q: 3 clusters Score -607390.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -607601.312500 Penalty: 3060.270264
	Iteration 11Q: 3 clusters Score -607601.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -607725.187500 Penalty: 3060.270264
	Iteration 12Q: 3 clusters Score -607725.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -607787.000000 Penalty: 3060.270264
	Iteration 13Q: 3 clusters Score -607787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -607810.687500 Penalty: 3060.270264
	Iteration 14Q: 3 clusters Score -607810.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -607826.250000 Penalty: 3060.270264
	Iteration 15Q: 3 clusters Score -607826.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -607832.562500 Penalty: 3060.270264
	Iteration 16Q: 3 clusters Score -607832.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -607835.375000 Penalty: 3060.270264
	Iteration 17Q: 3 clusters Score -607835.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -607837.000000 Penalty: 3060.270264
	Iteration 18Q: 3 clusters Score -607837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -607839.687500 Penalty: 3060.270264
	Iteration 19Q: 3 clusters Score -607839.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -607840.562500 Penalty: 3060.270264
	Iteration 20F: 3 clusters Score -607840.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -607842.312500 Penalty: 3060.270264
	Iteration 21Q: 3 clusters Score -607842.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -607845.250000 Penalty: 3060.270264
	Iteration 22Q: 3 clusters Score -607845.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -607845.062500 Penalty: 3060.270264
	Iteration 23Q: 3 clusters Score -607845.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -607845.062500 Penalty: 3060.270264
	Iteration 24F: 3 clusters Score -607845.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Entering Unmasked Estep 
Score: -366759.437500 Penalty: 1435.034424
	Iteration 0F: 2 clusters Score -366759.4 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 3401 members 
Entering Unmasked Estep 
Score: -361555.468750 Penalty: 2870.068848
	Iteration 0F: 3 clusters Score -361555.5 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -363036.250000 Penalty: 2870.068848
	Iteration 1F: 3 clusters Score -363036.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -363200.875000 Penalty: 2870.068848
	Iteration 2F: 3 clusters Score -363200.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -363312.218750 Penalty: 2870.068848
	Iteration 3Q: 3 clusters Score -363312.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -363400.781250 Penalty: 2870.068848
	Iteration 4Q: 3 clusters Score -363400.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -363484.125000 Penalty: 2870.068848
	Iteration 5Q: 3 clusters Score -363484.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -363557.656250 Penalty: 2870.068848
	Iteration 6Q: 3 clusters Score -363557.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -363651.437500 Penalty: 2870.068848
	Iteration 7Q: 3 clusters Score -363651.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -363766.156250 Penalty: 2870.068848
	Iteration 8Q: 3 clusters Score -363766.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -363924.125000 Penalty: 2870.068848
	Iteration 9Q: 3 clusters Score -363924.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -364109.093750 Penalty: 2870.068848
	Iteration 10Q: 3 clusters Score -364109.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -364338.843750 Penalty: 2870.068848
	Iteration 11Q: 3 clusters Score -364338.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -364586.437500 Penalty: 2870.068848
	Iteration 12Q: 3 clusters Score -364586.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -364828.125000 Penalty: 2870.068848
	Iteration 13Q: 3 clusters Score -364828.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -365024.906250 Penalty: 2870.068848
	Iteration 14Q: 3 clusters Score -365024.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -365182.906250 Penalty: 2870.068848
	Iteration 15Q: 3 clusters Score -365182.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -365300.593750 Penalty: 2870.068848
	Iteration 16Q: 3 clusters Score -365300.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -365381.625000 Penalty: 2870.068848
	Iteration 17Q: 3 clusters Score -365381.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -365425.718750 Penalty: 2870.068848
	Iteration 18Q: 3 clusters Score -365425.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -365446.687500 Penalty: 2870.068848
	Iteration 19Q: 3 clusters Score -365446.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -365469.812500 Penalty: 2870.068848
	Iteration 20F: 3 clusters Score -365469.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -365480.718750 Penalty: 2870.068848
	Iteration 21Q: 3 clusters Score -365480.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -365489.968750 Penalty: 2870.068848
	Iteration 22Q: 3 clusters Score -365490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -365495.468750 Penalty: 2870.068848
	Iteration 23Q: 3 clusters Score -365495.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -365496.250000 Penalty: 2870.068848
	Iteration 24Q: 3 clusters Score -365496.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -365496.250000 Penalty: 2870.068848
	Iteration 25F: 3 clusters Score -365496.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (152865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152865 members 
Entering Unmasked Estep 
Score: -8101015.000000 Penalty: 1939.812866
	Iteration 0F: 2 clusters Score -8101015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76574 members 
Mstep: Class 2 contains 76291 members 
Entering Unmasked Estep 
Score: -7997994.000000 Penalty: 3879.625732
	Iteration 0F: 3 clusters Score -7997994 nChanged 74048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76544 members 
Mstep: Class 2 contains 76321 members 
Entering Unmasked Estep 
Score: -8041952.000000 Penalty: 3879.625732
	Iteration 1F: 3 clusters Score -8041952 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76814 members 
Mstep: Class 2 contains 76051 members 
Entering Unmasked Estep 
Score: -8043253.000000 Penalty: 3879.625732
	Iteration 2Q: 3 clusters Score -8043253 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77401 members 
Mstep: Class 2 contains 75464 members 
Entering Unmasked Estep 
Score: -8044949.500000 Penalty: 3879.625732
	Iteration 3Q: 3 clusters Score -8044950 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78537 members 
Mstep: Class 2 contains 74328 members 
Entering Unmasked Estep 
Score: -8046949.000000 Penalty: 3879.625732
	Iteration 4Q: 3 clusters Score -8046949 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80247 members 
Mstep: Class 2 contains 72618 members 
Entering Unmasked Estep 
Score: -8049364.000000 Penalty: 3879.625732
	Iteration 5Q: 3 clusters Score -8049364 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82766 members 
Mstep: Class 2 contains 70099 members 
Entering Unmasked Estep 
Score: -8052190.500000 Penalty: 3879.625732
	Iteration 6Q: 3 clusters Score -8052190 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86168 members 
Mstep: Class 2 contains 66697 members 
Entering Unmasked Estep 
Score: -8055502.000000 Penalty: 3879.625732
	Iteration 7Q: 3 clusters Score -8055502 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90547 members 
Mstep: Class 2 contains 62318 members 
Entering Unmasked Estep 
Score: -8059458.000000 Penalty: 3879.625732
	Iteration 8Q: 3 clusters Score -8059458 nChanged 7939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95872 members 
Mstep: Class 2 contains 56993 members 
Entering Unmasked Estep 
Score: -8064134.500000 Penalty: 3879.625732
	Iteration 9F: 3 clusters Score -8064134 nChanged 8155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101743 members 
Mstep: Class 2 contains 51122 members 
Entering Unmasked Estep 
Score: -8069242.000000 Penalty: 3879.625732
	Iteration 10F: 3 clusters Score -8069242 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107797 members 
Mstep: Class 2 contains 45068 members 
Entering Unmasked Estep 
Score: -8074208.500000 Penalty: 3879.625732
	Iteration 11F: 3 clusters Score -8074208 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113354 members 
Mstep: Class 2 contains 39511 members 
Entering Unmasked Estep 
Score: -8078529.000000 Penalty: 3879.625732
	Iteration 12Q: 3 clusters Score -8078529 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118325 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -8081674.500000 Penalty: 3879.625732
	Iteration 13Q: 3 clusters Score -8081674 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122722 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -8084216.500000 Penalty: 3879.625732
	Iteration 14Q: 3 clusters Score -8084216 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126784 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -8086406.500000 Penalty: 3879.625732
	Iteration 15Q: 3 clusters Score -8086406 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130527 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -8088434.500000 Penalty: 3879.625732
	Iteration 16Q: 3 clusters Score -8088434 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134132 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -8090590.500000 Penalty: 3879.625732
	Iteration 17Q: 3 clusters Score -8090590 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137417 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -8092627.000000 Penalty: 3879.625732
	Iteration 18Q: 3 clusters Score -8092627 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140126 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -8094372.500000 Penalty: 3879.625732
	Iteration 19Q: 3 clusters Score -8094372 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142396 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -8095791.500000 Penalty: 3879.625732
	Iteration 20F: 3 clusters Score -8095792 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144201 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -8096840.500000 Penalty: 3879.625732
	Iteration 21Q: 3 clusters Score -8096840 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145549 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -8097522.500000 Penalty: 3879.625732
	Iteration 22Q: 3 clusters Score -8097522 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146596 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -8098039.000000 Penalty: 3879.625732
	Iteration 23Q: 3 clusters Score -8098039 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147449 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -8098447.500000 Penalty: 3879.625732
	Iteration 24Q: 3 clusters Score -8098448 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148117 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -8098703.000000 Penalty: 3879.625732
	Iteration 25Q: 3 clusters Score -8098703 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148657 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -8098947.000000 Penalty: 3879.625732
	Iteration 26Q: 3 clusters Score -8098947 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149073 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -8099100.000000 Penalty: 3879.625732
	Iteration 27Q: 3 clusters Score -8099100 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149428 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -8099188.000000 Penalty: 3879.625732
	Iteration 28Q: 3 clusters Score -8099188 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149695 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -8099318.500000 Penalty: 3879.625732
	Iteration 29Q: 3 clusters Score -8099318 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149935 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -8099409.500000 Penalty: 3879.625732
	Iteration 30Q: 3 clusters Score -8099410 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150125 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -8099474.000000 Penalty: 3879.625732
	Iteration 31Q: 3 clusters Score -8099474 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150285 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -8099512.000000 Penalty: 3879.625732
	Iteration 32Q: 3 clusters Score -8099512 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150420 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -8099550.500000 Penalty: 3879.625732
	Iteration 33Q: 3 clusters Score -8099550 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150538 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -8099587.000000 Penalty: 3879.625732
	Iteration 34Q: 3 clusters Score -8099587 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150644 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -8099630.500000 Penalty: 3879.625732
	Iteration 35Q: 3 clusters Score -8099630 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150725 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -8099657.500000 Penalty: 3879.625732
	Iteration 36Q: 3 clusters Score -8099658 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150802 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -8099677.500000 Penalty: 3879.625732
	Iteration 37Q: 3 clusters Score -8099678 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150867 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -8099695.500000 Penalty: 3879.625732
	Iteration 38Q: 3 clusters Score -8099696 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150923 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -8099709.500000 Penalty: 3879.625732
	Iteration 39Q: 3 clusters Score -8099710 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150969 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -8099730.500000 Penalty: 3879.625732
	Iteration 40F: 3 clusters Score -8099730 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151002 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -8099730.000000 Penalty: 3879.625732
	Iteration 41Q: 3 clusters Score -8099730 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151043 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -8099725.000000 Penalty: 3879.625732
	Iteration 42Q: 3 clusters Score -8099725 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151079 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -8099736.500000 Penalty: 3879.625732
	Iteration 43Q: 3 clusters Score -8099736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151106 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -8099744.000000 Penalty: 3879.625732
	Iteration 44Q: 3 clusters Score -8099744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151133 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -8099737.000000 Penalty: 3879.625732
	Iteration 45Q: 3 clusters Score -8099737 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151155 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -8099750.500000 Penalty: 3879.625732
	Iteration 46Q: 3 clusters Score -8099750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151175 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -8099749.000000 Penalty: 3879.625732
	Iteration 47Q: 3 clusters Score -8099749 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151193 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -8099758.000000 Penalty: 3879.625732
	Iteration 48Q: 3 clusters Score -8099758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151207 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -8099762.500000 Penalty: 3879.625732
	Iteration 49Q: 3 clusters Score -8099762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151215 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -8099769.500000 Penalty: 3879.625732
	Iteration 50Q: 3 clusters Score -8099770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151225 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -8099766.500000 Penalty: 3879.625732
	Iteration 51Q: 3 clusters Score -8099766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151233 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -8099771.000000 Penalty: 3879.625732
	Iteration 52Q: 3 clusters Score -8099771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151240 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -8099770.000000 Penalty: 3879.625732
	Iteration 53Q: 3 clusters Score -8099770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151249 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -8099778.000000 Penalty: 3879.625732
	Iteration 54Q: 3 clusters Score -8099778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151258 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -8099777.500000 Penalty: 3879.625732
	Iteration 55Q: 3 clusters Score -8099778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151268 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -8099774.000000 Penalty: 3879.625732
	Iteration 56Q: 3 clusters Score -8099774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151274 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -8099779.500000 Penalty: 3879.625732
	Iteration 57Q: 3 clusters Score -8099780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151278 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -8099782.500000 Penalty: 3879.625732
	Iteration 58Q: 3 clusters Score -8099782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151283 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -8099783.000000 Penalty: 3879.625732
	Iteration 59Q: 3 clusters Score -8099783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151289 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -8099786.500000 Penalty: 3879.625732
	Iteration 60F: 3 clusters Score -8099786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151290 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -8099787.000000 Penalty: 3879.625732
	Iteration 61Q: 3 clusters Score -8099787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151290 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -8099787.000000 Penalty: 3879.625732
	Iteration 62F: 3 clusters Score -8099787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Entering Unmasked Estep 
Score: -1610778.250000 Penalty: 1676.644653
	Iteration 0F: 2 clusters Score -1610778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -1590346.375000 Penalty: 3353.289307
	Iteration 0F: 3 clusters Score -1590346 nChanged 13940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -1598280.625000 Penalty: 3353.289307
	Iteration 1F: 3 clusters Score -1598281 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1598692.625000 Penalty: 3353.289307
	Iteration 2Q: 3 clusters Score -1598693 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -1599060.750000 Penalty: 3353.289307
	Iteration 3Q: 3 clusters Score -1599061 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1599429.375000 Penalty: 3353.289307
	Iteration 4Q: 3 clusters Score -1599429 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1599852.250000 Penalty: 3353.289307
	Iteration 5Q: 3 clusters Score -1599852 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1600447.250000 Penalty: 3353.289307
	Iteration 6Q: 3 clusters Score -1600447 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1601289.125000 Penalty: 3353.289307
	Iteration 7Q: 3 clusters Score -1601289 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1602473.500000 Penalty: 3353.289307
	Iteration 8F: 3 clusters Score -1602474 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1603931.625000 Penalty: 3353.289307
	Iteration 9F: 3 clusters Score -1603932 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1605325.750000 Penalty: 3353.289307
	Iteration 10F: 3 clusters Score -1605326 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1606465.125000 Penalty: 3353.289307
	Iteration 11Q: 3 clusters Score -1606465 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1607258.125000 Penalty: 3353.289307
	Iteration 12Q: 3 clusters Score -1607258 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1607843.000000 Penalty: 3353.289307
	Iteration 13Q: 3 clusters Score -1607843 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1608253.125000 Penalty: 3353.289307
	Iteration 14Q: 3 clusters Score -1608253 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1608552.000000 Penalty: 3353.289307
	Iteration 15Q: 3 clusters Score -1608552 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1608768.375000 Penalty: 3353.289307
	Iteration 16Q: 3 clusters Score -1608768 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1608921.250000 Penalty: 3353.289307
	Iteration 17Q: 3 clusters Score -1608921 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1609023.375000 Penalty: 3353.289307
	Iteration 18Q: 3 clusters Score -1609023 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1609099.625000 Penalty: 3353.289307
	Iteration 19Q: 3 clusters Score -1609100 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1609161.875000 Penalty: 3353.289307
	Iteration 20F: 3 clusters Score -1609162 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1609207.750000 Penalty: 3353.289307
	Iteration 21Q: 3 clusters Score -1609208 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1609239.875000 Penalty: 3353.289307
	Iteration 22Q: 3 clusters Score -1609240 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1609266.125000 Penalty: 3353.289307
	Iteration 23Q: 3 clusters Score -1609266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1609285.250000 Penalty: 3353.289307
	Iteration 24Q: 3 clusters Score -1609285 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1609299.000000 Penalty: 3353.289307
	Iteration 25Q: 3 clusters Score -1609299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1609301.750000 Penalty: 3353.289307
	Iteration 26Q: 3 clusters Score -1609302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1609307.125000 Penalty: 3353.289307
	Iteration 27Q: 3 clusters Score -1609307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1609309.750000 Penalty: 3353.289307
	Iteration 28Q: 3 clusters Score -1609310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1609313.750000 Penalty: 3353.289307
	Iteration 29Q: 3 clusters Score -1609314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1609311.125000 Penalty: 3353.289307
	Iteration 30Q: 3 clusters Score -1609311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1609312.625000 Penalty: 3353.289307
	Iteration 31Q: 3 clusters Score -1609313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1609314.375000 Penalty: 3353.289307
	Iteration 32Q: 3 clusters Score -1609314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1609314.625000 Penalty: 3353.289307
	Iteration 33Q: 3 clusters Score -1609315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1609313.875000 Penalty: 3353.289307
	Iteration 34Q: 3 clusters Score -1609314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1609315.250000 Penalty: 3353.289307
	Iteration 35Q: 3 clusters Score -1609315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1609317.500000 Penalty: 3353.289307
	Iteration 36Q: 3 clusters Score -1609318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1609316.375000 Penalty: 3353.289307
	Iteration 37Q: 3 clusters Score -1609316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1609317.125000 Penalty: 3353.289307
	Iteration 38Q: 3 clusters Score -1609317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1609319.625000 Penalty: 3353.289307
	Iteration 39Q: 3 clusters Score -1609320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1609323.250000 Penalty: 3353.289307
	Iteration 40F: 3 clusters Score -1609323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1609324.125000 Penalty: 3353.289307
	Iteration 41Q: 3 clusters Score -1609324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1609327.875000 Penalty: 3353.289307
	Iteration 42Q: 3 clusters Score -1609328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1609330.750000 Penalty: 3353.289307
	Iteration 43Q: 3 clusters Score -1609331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1609336.500000 Penalty: 3353.289307
	Iteration 44Q: 3 clusters Score -1609336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1609340.500000 Penalty: 3353.289307
	Iteration 45Q: 3 clusters Score -1609340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1609342.250000 Penalty: 3353.289307
	Iteration 46Q: 3 clusters Score -1609342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1609344.000000 Penalty: 3353.289307
	Iteration 47Q: 3 clusters Score -1609344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1609346.000000 Penalty: 3353.289307
	Iteration 48Q: 3 clusters Score -1609346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1609345.875000 Penalty: 3353.289307
	Iteration 49Q: 3 clusters Score -1609346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1609345.750000 Penalty: 3353.289307
	Iteration 50Q: 3 clusters Score -1609346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1609345.750000 Penalty: 3353.289307
	Iteration 51F: 3 clusters Score -1609346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Entering Unmasked Estep 
Score: -383255.531250 Penalty: 1444.959961
	Iteration 0F: 2 clusters Score -383255.5 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 3612 members 
Entering Unmasked Estep 
Score: -377840.468750 Penalty: 2889.919922
	Iteration 0F: 3 clusters Score -377840.5 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -379385.000000 Penalty: 2889.919922
	Iteration 1F: 3 clusters Score -379385 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -379595.500000 Penalty: 2889.919922
	Iteration 2F: 3 clusters Score -379595.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -379763.312500 Penalty: 2889.919922
	Iteration 3F: 3 clusters Score -379763.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -379893.531250 Penalty: 2889.919922
	Iteration 4Q: 3 clusters Score -379893.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -379995.781250 Penalty: 2889.919922
	Iteration 5Q: 3 clusters Score -379995.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -380067.250000 Penalty: 2889.919922
	Iteration 6Q: 3 clusters Score -380067.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -380125.218750 Penalty: 2889.919922
	Iteration 7Q: 3 clusters Score -380125.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -380181.062500 Penalty: 2889.919922
	Iteration 8Q: 3 clusters Score -380181.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -380238.500000 Penalty: 2889.919922
	Iteration 9Q: 3 clusters Score -380238.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -380294.718750 Penalty: 2889.919922
	Iteration 10Q: 3 clusters Score -380294.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -380355.156250 Penalty: 2889.919922
	Iteration 11Q: 3 clusters Score -380355.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -380432.218750 Penalty: 2889.919922
	Iteration 12Q: 3 clusters Score -380432.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -380533.062500 Penalty: 2889.919922
	Iteration 13Q: 3 clusters Score -380533.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -380634.562500 Penalty: 2889.919922
	Iteration 14Q: 3 clusters Score -380634.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -380757.468750 Penalty: 2889.919922
	Iteration 15Q: 3 clusters Score -380757.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -380889.875000 Penalty: 2889.919922
	Iteration 16Q: 3 clusters Score -380889.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -381015.000000 Penalty: 2889.919922
	Iteration 17Q: 3 clusters Score -381015 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -381117.437500 Penalty: 2889.919922
	Iteration 18Q: 3 clusters Score -381117.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -381195.093750 Penalty: 2889.919922
	Iteration 19Q: 3 clusters Score -381195.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -381250.218750 Penalty: 2889.919922
	Iteration 20F: 3 clusters Score -381250.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -381296.718750 Penalty: 2889.919922
	Iteration 21Q: 3 clusters Score -381296.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -381334.500000 Penalty: 2889.919922
	Iteration 22Q: 3 clusters Score -381334.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -381370.781250 Penalty: 2889.919922
	Iteration 23Q: 3 clusters Score -381370.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -381398.062500 Penalty: 2889.919922
	Iteration 24Q: 3 clusters Score -381398.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -381423.656250 Penalty: 2889.919922
	Iteration 25Q: 3 clusters Score -381423.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -381450.593750 Penalty: 2889.919922
	Iteration 26Q: 3 clusters Score -381450.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -381475.000000 Penalty: 2889.919922
	Iteration 27Q: 3 clusters Score -381475 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -381499.250000 Penalty: 2889.919922
	Iteration 28Q: 3 clusters Score -381499.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -381516.968750 Penalty: 2889.919922
	Iteration 29Q: 3 clusters Score -381517 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -381539.875000 Penalty: 2889.919922
	Iteration 30Q: 3 clusters Score -381539.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -381558.906250 Penalty: 2889.919922
	Iteration 31Q: 3 clusters Score -381558.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -381583.875000 Penalty: 2889.919922
	Iteration 32Q: 3 clusters Score -381583.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -381605.968750 Penalty: 2889.919922
	Iteration 33Q: 3 clusters Score -381606 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -381631.250000 Penalty: 2889.919922
	Iteration 34Q: 3 clusters Score -381631.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -381654.812500 Penalty: 2889.919922
	Iteration 35Q: 3 clusters Score -381654.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -381675.437500 Penalty: 2889.919922
	Iteration 36Q: 3 clusters Score -381675.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -381690.218750 Penalty: 2889.919922
	Iteration 37Q: 3 clusters Score -381690.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -381701.093750 Penalty: 2889.919922
	Iteration 38Q: 3 clusters Score -381701.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -381712.218750 Penalty: 2889.919922
	Iteration 39Q: 3 clusters Score -381712.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -381720.468750 Penalty: 2889.919922
	Iteration 40F: 3 clusters Score -381720.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -381731.000000 Penalty: 2889.919922
	Iteration 41Q: 3 clusters Score -381731 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -381739.468750 Penalty: 2889.919922
	Iteration 42Q: 3 clusters Score -381739.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -381747.906250 Penalty: 2889.919922
	Iteration 43Q: 3 clusters Score -381747.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -381756.343750 Penalty: 2889.919922
	Iteration 44Q: 3 clusters Score -381756.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -381761.406250 Penalty: 2889.919922
	Iteration 45Q: 3 clusters Score -381761.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -381766.406250 Penalty: 2889.919922
	Iteration 46Q: 3 clusters Score -381766.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -381768.593750 Penalty: 2889.919922
	Iteration 47Q: 3 clusters Score -381768.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -381773.156250 Penalty: 2889.919922
	Iteration 48Q: 3 clusters Score -381773.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -381777.812500 Penalty: 2889.919922
	Iteration 49Q: 3 clusters Score -381777.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -381782.968750 Penalty: 2889.919922
	Iteration 50Q: 3 clusters Score -381783 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -381786.968750 Penalty: 2889.919922
	Iteration 51Q: 3 clusters Score -381787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -381791.812500 Penalty: 2889.919922
	Iteration 52Q: 3 clusters Score -381791.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -381795.375000 Penalty: 2889.919922
	Iteration 53Q: 3 clusters Score -381795.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -381798.656250 Penalty: 2889.919922
	Iteration 54Q: 3 clusters Score -381798.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -381800.906250 Penalty: 2889.919922
	Iteration 55Q: 3 clusters Score -381800.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -381804.000000 Penalty: 2889.919922
	Iteration 56Q: 3 clusters Score -381804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -381808.000000 Penalty: 2889.919922
	Iteration 57Q: 3 clusters Score -381808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -381811.250000 Penalty: 2889.919922
	Iteration 58Q: 3 clusters Score -381811.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -381813.781250 Penalty: 2889.919922
	Iteration 59Q: 3 clusters Score -381813.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -381816.656250 Penalty: 2889.919922
	Iteration 60F: 3 clusters Score -381816.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -381821.500000 Penalty: 2889.919922
	Iteration 61Q: 3 clusters Score -381821.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -381823.593750 Penalty: 2889.919922
	Iteration 62Q: 3 clusters Score -381823.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -381828.281250 Penalty: 2889.919922
	Iteration 63Q: 3 clusters Score -381828.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -381834.312500 Penalty: 2889.919922
	Iteration 64Q: 3 clusters Score -381834.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -381841.187500 Penalty: 2889.919922
	Iteration 65Q: 3 clusters Score -381841.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -381846.781250 Penalty: 2889.919922
	Iteration 66Q: 3 clusters Score -381846.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -381852.375000 Penalty: 2889.919922
	Iteration 67Q: 3 clusters Score -381852.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -381860.250000 Penalty: 2889.919922
	Iteration 68Q: 3 clusters Score -381860.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -381866.093750 Penalty: 2889.919922
	Iteration 69Q: 3 clusters Score -381866.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -381874.093750 Penalty: 2889.919922
	Iteration 70Q: 3 clusters Score -381874.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -381885.250000 Penalty: 2889.919922
	Iteration 71Q: 3 clusters Score -381885.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -381890.843750 Penalty: 2889.919922
	Iteration 72Q: 3 clusters Score -381890.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -381895.343750 Penalty: 2889.919922
	Iteration 73Q: 3 clusters Score -381895.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -381899.781250 Penalty: 2889.919922
	Iteration 74Q: 3 clusters Score -381899.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -381907.156250 Penalty: 2889.919922
	Iteration 75Q: 3 clusters Score -381907.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -381912.843750 Penalty: 2889.919922
	Iteration 76Q: 3 clusters Score -381912.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -381918.125000 Penalty: 2889.919922
	Iteration 77Q: 3 clusters Score -381918.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -381923.625000 Penalty: 2889.919922
	Iteration 78Q: 3 clusters Score -381923.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -381930.906250 Penalty: 2889.919922
	Iteration 79Q: 3 clusters Score -381930.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -381936.812500 Penalty: 2889.919922
	Iteration 80F: 3 clusters Score -381936.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -381940.250000 Penalty: 2889.919922
	Iteration 81Q: 3 clusters Score -381940.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -381944.093750 Penalty: 2889.919922
	Iteration 82Q: 3 clusters Score -381944.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -381946.875000 Penalty: 2889.919922
	Iteration 83Q: 3 clusters Score -381946.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -381948.625000 Penalty: 2889.919922
	Iteration 84Q: 3 clusters Score -381948.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -381949.281250 Penalty: 2889.919922
	Iteration 85Q: 3 clusters Score -381949.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -381949.156250 Penalty: 2889.919922
	Iteration 86Q: 3 clusters Score -381949.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -381949.750000 Penalty: 2889.919922
	Iteration 87Q: 3 clusters Score -381949.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -381951.031250 Penalty: 2889.919922
	Iteration 88Q: 3 clusters Score -381951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -381950.218750 Penalty: 2889.919922
	Iteration 89Q: 3 clusters Score -381950.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -381950.218750 Penalty: 2889.919922
	Iteration 90F: 3 clusters Score -381950.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 41030 members 
Mstep: Class 3 contains 7487 members 
Mstep: Class 4 contains 2684 members 
Mstep: Class 5 contains 207654 members 
Mstep: Class 6 contains 40739 members 
Mstep: Class 7 contains 9901 members 
Mstep: Class 8 contains 2259 members 
Mstep: Class 9 contains 20053 members 
Mstep: Class 10 contains 40631 members 
Mstep: Class 11 contains 12286 members 
Mstep: Class 12 contains 6843 members 
Mstep: Class 13 contains 152865 members 
Mstep: Class 14 contains 30267 members 
Mstep: Class 15 contains 7274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092052.000000 Penalty: 32375.896484
Iteration 279Q: 16 clusters Score -2.909205e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 41030 members 
Mstep: Class 3 contains 7487 members 
Mstep: Class 4 contains 2682 members 
Mstep: Class 5 contains 207622 members 
Mstep: Class 6 contains 40744 members 
Mstep: Class 7 contains 9901 members 
Mstep: Class 8 contains 2259 members 
Mstep: Class 9 contains 20072 members 
Mstep: Class 10 contains 40631 members 
Mstep: Class 11 contains 12286 members 
Mstep: Class 12 contains 6860 members 
Mstep: Class 13 contains 152862 members 
Mstep: Class 14 contains 30261 members 
Mstep: Class 15 contains 7276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092074.000000 Penalty: 32375.896484
Iteration 280F: 16 clusters Score -2.909207e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 41029 members 
Mstep: Class 3 contains 7487 members 
Mstep: Class 4 contains 2680 members 
Mstep: Class 5 contains 207598 members 
Mstep: Class 6 contains 40745 members 
Mstep: Class 7 contains 9901 members 
Mstep: Class 8 contains 2258 members 
Mstep: Class 9 contains 20093 members 
Mstep: Class 10 contains 40631 members 
Mstep: Class 11 contains 12285 members 
Mstep: Class 12 contains 6875 members 
Mstep: Class 13 contains 152856 members 
Mstep: Class 14 contains 30258 members 
Mstep: Class 15 contains 7277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092076.000000 Penalty: 32375.896484
Iteration 281Q: 16 clusters Score -2.909208e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 41029 members 
Mstep: Class 3 contains 7487 members 
Mstep: Class 4 contains 2678 members 
Mstep: Class 5 contains 207577 members 
Mstep: Class 6 contains 40743 members 
Mstep: Class 7 contains 9901 members 
Mstep: Class 8 contains 2260 members 
Mstep: Class 9 contains 20112 members 
Mstep: Class 10 contains 40631 members 
Mstep: Class 11 contains 12283 members 
Mstep: Class 12 contains 6887 members 
Mstep: Class 13 contains 152853 members 
Mstep: Class 14 contains 30254 members 
Mstep: Class 15 contains 7278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092062.000000 Penalty: 32375.896484
Iteration 282Q: 16 clusters Score -2.909206e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 41030 members 
Mstep: Class 3 contains 7487 members 
Mstep: Class 4 contains 2677 members 
Mstep: Class 5 contains 207546 members 
Mstep: Class 6 contains 40743 members 
Mstep: Class 7 contains 9901 members 
Mstep: Class 8 contains 2260 members 
Mstep: Class 9 contains 20127 members 
Mstep: Class 10 contains 40631 members 
Mstep: Class 11 contains 12280 members 
Mstep: Class 12 contains 6907 members 
Mstep: Class 13 contains 152854 members 
Mstep: Class 14 contains 30250 members 
Mstep: Class 15 contains 7280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092080.000000 Penalty: 32375.896484
Iteration 283Q: 16 clusters Score -2.909208e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 41032 members 
Mstep: Class 3 contains 7487 members 
Mstep: Class 4 contains 2675 members 
Mstep: Class 5 contains 207522 members 
Mstep: Class 6 contains 40746 members 
Mstep: Class 7 contains 9901 members 
Mstep: Class 8 contains 2260 members 
Mstep: Class 9 contains 20139 members 
Mstep: Class 10 contains 40631 members 
Mstep: Class 11 contains 12280 members 
Mstep: Class 12 contains 6918 members 
Mstep: Class 13 contains 152854 members 
Mstep: Class 14 contains 30247 members 
Mstep: Class 15 contains 7281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092064.000000 Penalty: 32375.896484
Iteration 284Q: 16 clusters Score -2.909206e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 41033 members 
Mstep: Class 3 contains 7487 members 
Mstep: Class 4 contains 2673 members 
Mstep: Class 5 contains 207501 members 
Mstep: Class 6 contains 40748 members 
Mstep: Class 7 contains 9901 members 
Mstep: Class 8 contains 2261 members 
Mstep: Class 9 contains 20146 members 
Mstep: Class 10 contains 40631 members 
Mstep: Class 11 contains 12280 members 
Mstep: Class 12 contains 6933 members 
Mstep: Class 13 contains 152851 members 
Mstep: Class 14 contains 30246 members 
Mstep: Class 15 contains 7283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092048.000000 Penalty: 32375.896484
Iteration 285Q: 16 clusters Score -2.909205e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 41034 members 
Mstep: Class 3 contains 7487 members 
Mstep: Class 4 contains 2672 members 
Mstep: Class 5 contains 207469 members 
Mstep: Class 6 contains 40749 members 
Mstep: Class 7 contains 9901 members 
Mstep: Class 8 contains 2263 members 
Mstep: Class 9 contains 20164 members 
Mstep: Class 10 contains 40632 members 
Mstep: Class 11 contains 12276 members 
Mstep: Class 12 contains 6951 members 
Mstep: Class 13 contains 152847 members 
Mstep: Class 14 contains 30244 members 
Mstep: Class 15 contains 7285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092048.000000 Penalty: 32375.896484
Iteration 286Q: 16 clusters Score -2.909205e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41035 members 
Mstep: Class 3 contains 7487 members 
Mstep: Class 4 contains 2670 members 
Mstep: Class 5 contains 207446 members 
Mstep: Class 6 contains 40751 members 
Mstep: Class 7 contains 9901 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 20178 members 
Mstep: Class 10 contains 40633 members 
Mstep: Class 11 contains 12273 members 
Mstep: Class 12 contains 6965 members 
Mstep: Class 13 contains 152842 members 
Mstep: Class 14 contains 30243 members 
Mstep: Class 15 contains 7286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092046.000000 Penalty: 32375.896484
Iteration 287Q: 16 clusters Score -2.909205e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41035 members 
Mstep: Class 3 contains 7487 members 
Mstep: Class 4 contains 2669 members 
Mstep: Class 5 contains 207427 members 
Mstep: Class 6 contains 40751 members 
Mstep: Class 7 contains 9901 members 
Mstep: Class 8 contains 2266 members 
Mstep: Class 9 contains 20197 members 
Mstep: Class 10 contains 40634 members 
Mstep: Class 11 contains 12267 members 
Mstep: Class 12 contains 6980 members 
Mstep: Class 13 contains 152837 members 
Mstep: Class 14 contains 30241 members 
Mstep: Class 15 contains 7283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092036.000000 Penalty: 32375.896484
Iteration 288Q: 16 clusters Score -2.909204e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41035 members 
Mstep: Class 3 contains 7487 members 
Mstep: Class 4 contains 2667 members 
Mstep: Class 5 contains 207392 members 
Mstep: Class 6 contains 40751 members 
Mstep: Class 7 contains 9901 members 
Mstep: Class 8 contains 2266 members 
Mstep: Class 9 contains 20220 members 
Mstep: Class 10 contains 40635 members 
Mstep: Class 11 contains 12265 members 
Mstep: Class 12 contains 6997 members 
Mstep: Class 13 contains 152837 members 
Mstep: Class 14 contains 30240 members 
Mstep: Class 15 contains 7282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092044.000000 Penalty: 32375.896484
Iteration 289Q: 16 clusters Score -2.909204e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41034 members 
Mstep: Class 3 contains 7486 members 
Mstep: Class 4 contains 2666 members 
Mstep: Class 5 contains 207344 members 
Mstep: Class 6 contains 40757 members 
Mstep: Class 7 contains 9901 members 
Mstep: Class 8 contains 2266 members 
Mstep: Class 9 contains 20243 members 
Mstep: Class 10 contains 40635 members 
Mstep: Class 11 contains 12262 members 
Mstep: Class 12 contains 7026 members 
Mstep: Class 13 contains 152836 members 
Mstep: Class 14 contains 30237 members 
Mstep: Class 15 contains 7282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092064.000000 Penalty: 32375.896484
Iteration 290Q: 16 clusters Score -2.909206e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41035 members 
Mstep: Class 3 contains 7486 members 
Mstep: Class 4 contains 2666 members 
Mstep: Class 5 contains 207289 members 
Mstep: Class 6 contains 40759 members 
Mstep: Class 7 contains 9901 members 
Mstep: Class 8 contains 2267 members 
Mstep: Class 9 contains 20268 members 
Mstep: Class 10 contains 40635 members 
Mstep: Class 11 contains 12258 members 
Mstep: Class 12 contains 7061 members 
Mstep: Class 13 contains 152836 members 
Mstep: Class 14 contains 30234 members 
Mstep: Class 15 contains 7280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092036.000000 Penalty: 32375.896484
Iteration 291Q: 16 clusters Score -2.909204e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41035 members 
Mstep: Class 3 contains 7486 members 
Mstep: Class 4 contains 2666 members 
Mstep: Class 5 contains 207239 members 
Mstep: Class 6 contains 40763 members 
Mstep: Class 7 contains 9901 members 
Mstep: Class 8 contains 2267 members 
Mstep: Class 9 contains 20297 members 
Mstep: Class 10 contains 40635 members 
Mstep: Class 11 contains 12254 members 
Mstep: Class 12 contains 7087 members 
Mstep: Class 13 contains 152833 members 
Mstep: Class 14 contains 30232 members 
Mstep: Class 15 contains 7280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092042.000000 Penalty: 32375.896484
Iteration 292Q: 16 clusters Score -2.909204e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41038 members 
Mstep: Class 3 contains 7486 members 
Mstep: Class 4 contains 2666 members 
Mstep: Class 5 contains 207194 members 
Mstep: Class 6 contains 40764 members 
Mstep: Class 7 contains 9900 members 
Mstep: Class 8 contains 2267 members 
Mstep: Class 9 contains 20318 members 
Mstep: Class 10 contains 40635 members 
Mstep: Class 11 contains 12250 members 
Mstep: Class 12 contains 7117 members 
Mstep: Class 13 contains 152832 members 
Mstep: Class 14 contains 30228 members 
Mstep: Class 15 contains 7280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092042.000000 Penalty: 32375.896484
Iteration 293Q: 16 clusters Score -2.909204e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41040 members 
Mstep: Class 3 contains 7486 members 
Mstep: Class 4 contains 2666 members 
Mstep: Class 5 contains 207161 members 
Mstep: Class 6 contains 40766 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2267 members 
Mstep: Class 9 contains 20334 members 
Mstep: Class 10 contains 40635 members 
Mstep: Class 11 contains 12247 members 
Mstep: Class 12 contains 7138 members 
Mstep: Class 13 contains 152831 members 
Mstep: Class 14 contains 30224 members 
Mstep: Class 15 contains 7281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092010.000000 Penalty: 32375.896484
Iteration 294Q: 16 clusters Score -2.909201e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 41040 members 
Mstep: Class 3 contains 7485 members 
Mstep: Class 4 contains 2666 members 
Mstep: Class 5 contains 207131 members 
Mstep: Class 6 contains 40770 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2267 members 
Mstep: Class 9 contains 20345 members 
Mstep: Class 10 contains 40635 members 
Mstep: Class 11 contains 12247 members 
Mstep: Class 12 contains 7160 members 
Mstep: Class 13 contains 152828 members 
Mstep: Class 14 contains 30222 members 
Mstep: Class 15 contains 7281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092056.000000 Penalty: 32375.896484
Iteration 295Q: 16 clusters Score -2.909206e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 41041 members 
Mstep: Class 3 contains 7485 members 
Mstep: Class 4 contains 2666 members 
Mstep: Class 5 contains 207116 members 
Mstep: Class 6 contains 40769 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2267 members 
Mstep: Class 9 contains 20350 members 
Mstep: Class 10 contains 40635 members 
Mstep: Class 11 contains 12247 members 
Mstep: Class 12 contains 7175 members 
Mstep: Class 13 contains 152828 members 
Mstep: Class 14 contains 30215 members 
Mstep: Class 15 contains 7283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092068.000000 Penalty: 32375.896484
Iteration 296Q: 16 clusters Score -2.909207e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 41040 members 
Mstep: Class 3 contains 7485 members 
Mstep: Class 4 contains 2666 members 
Mstep: Class 5 contains 207096 members 
Mstep: Class 6 contains 40770 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2267 members 
Mstep: Class 9 contains 20358 members 
Mstep: Class 10 contains 40637 members 
Mstep: Class 11 contains 12246 members 
Mstep: Class 12 contains 7189 members 
Mstep: Class 13 contains 152829 members 
Mstep: Class 14 contains 30211 members 
Mstep: Class 15 contains 7283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092070.000000 Penalty: 32375.896484
Iteration 297Q: 16 clusters Score -2.909207e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 41041 members 
Mstep: Class 3 contains 7485 members 
Mstep: Class 4 contains 2666 members 
Mstep: Class 5 contains 207077 members 
Mstep: Class 6 contains 40770 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2267 members 
Mstep: Class 9 contains 20377 members 
Mstep: Class 10 contains 40639 members 
Mstep: Class 11 contains 12244 members 
Mstep: Class 12 contains 7197 members 
Mstep: Class 13 contains 152824 members 
Mstep: Class 14 contains 30206 members 
Mstep: Class 15 contains 7284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092062.000000 Penalty: 32375.896484
Iteration 298Q: 16 clusters Score -2.909206e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 41042 members 
Mstep: Class 3 contains 7486 members 
Mstep: Class 4 contains 2666 members 
Mstep: Class 5 contains 207074 members 
Mstep: Class 6 contains 40770 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2267 members 
Mstep: Class 9 contains 20388 members 
Mstep: Class 10 contains 40640 members 
Mstep: Class 11 contains 12240 members 
Mstep: Class 12 contains 7204 members 
Mstep: Class 13 contains 152819 members 
Mstep: Class 14 contains 30197 members 
Mstep: Class 15 contains 7284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092020.000000 Penalty: 32375.896484
Iteration 299Q: 16 clusters Score -2.909202e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 41041 members 
Mstep: Class 3 contains 7486 members 
Mstep: Class 4 contains 2666 members 
Mstep: Class 5 contains 207069 members 
Mstep: Class 6 contains 40771 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2267 members 
Mstep: Class 9 contains 20395 members 
Mstep: Class 10 contains 40640 members 
Mstep: Class 11 contains 12239 members 
Mstep: Class 12 contains 7212 members 
Mstep: Class 13 contains 152816 members 
Mstep: Class 14 contains 30190 members 
Mstep: Class 15 contains 7285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092038.000000 Penalty: 32375.896484
Iteration 300F: 16 clusters Score -2.909204e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 41042 members 
Mstep: Class 3 contains 7486 members 
Mstep: Class 4 contains 2666 members 
Mstep: Class 5 contains 207052 members 
Mstep: Class 6 contains 40770 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2267 members 
Mstep: Class 9 contains 20405 members 
Mstep: Class 10 contains 40640 members 
Mstep: Class 11 contains 12238 members 
Mstep: Class 12 contains 7225 members 
Mstep: Class 13 contains 152816 members 
Mstep: Class 14 contains 30184 members 
Mstep: Class 15 contains 7286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092032.000000 Penalty: 32375.896484
Iteration 301Q: 16 clusters Score -2.909203e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 41043 members 
Mstep: Class 3 contains 7486 members 
Mstep: Class 4 contains 2666 members 
Mstep: Class 5 contains 207043 members 
Mstep: Class 6 contains 40771 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2267 members 
Mstep: Class 9 contains 20420 members 
Mstep: Class 10 contains 40640 members 
Mstep: Class 11 contains 12236 members 
Mstep: Class 12 contains 7231 members 
Mstep: Class 13 contains 152812 members 
Mstep: Class 14 contains 30178 members 
Mstep: Class 15 contains 7284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092042.000000 Penalty: 32375.896484
Iteration 302Q: 16 clusters Score -2.909204e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41041 members 
Mstep: Class 3 contains 7485 members 
Mstep: Class 4 contains 2666 members 
Mstep: Class 5 contains 207043 members 
Mstep: Class 6 contains 40771 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2267 members 
Mstep: Class 9 contains 20431 members 
Mstep: Class 10 contains 40641 members 
Mstep: Class 11 contains 12235 members 
Mstep: Class 12 contains 7235 members 
Mstep: Class 13 contains 152802 members 
Mstep: Class 14 contains 30174 members 
Mstep: Class 15 contains 7285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092034.000000 Penalty: 32375.896484
Iteration 303Q: 16 clusters Score -2.909203e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41041 members 
Mstep: Class 3 contains 7484 members 
Mstep: Class 4 contains 2666 members 
Mstep: Class 5 contains 207038 members 
Mstep: Class 6 contains 40772 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2267 members 
Mstep: Class 9 contains 20447 members 
Mstep: Class 10 contains 40640 members 
Mstep: Class 11 contains 12235 members 
Mstep: Class 12 contains 7236 members 
Mstep: Class 13 contains 152796 members 
Mstep: Class 14 contains 30168 members 
Mstep: Class 15 contains 7286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092038.000000 Penalty: 32375.896484
Iteration 304Q: 16 clusters Score -2.909204e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41042 members 
Mstep: Class 3 contains 7484 members 
Mstep: Class 4 contains 2666 members 
Mstep: Class 5 contains 207035 members 
Mstep: Class 6 contains 40772 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2267 members 
Mstep: Class 9 contains 20460 members 
Mstep: Class 10 contains 40641 members 
Mstep: Class 11 contains 12230 members 
Mstep: Class 12 contains 7236 members 
Mstep: Class 13 contains 152791 members 
Mstep: Class 14 contains 30164 members 
Mstep: Class 15 contains 7288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092032.000000 Penalty: 32375.896484
Iteration 305Q: 16 clusters Score -2.909203e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41044 members 
Mstep: Class 3 contains 7483 members 
Mstep: Class 4 contains 2666 members 
Mstep: Class 5 contains 207037 members 
Mstep: Class 6 contains 40772 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2267 members 
Mstep: Class 9 contains 20466 members 
Mstep: Class 10 contains 40641 members 
Mstep: Class 11 contains 12226 members 
Mstep: Class 12 contains 7235 members 
Mstep: Class 13 contains 152788 members 
Mstep: Class 14 contains 30160 members 
Mstep: Class 15 contains 7291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092034.000000 Penalty: 32375.896484
Iteration 306Q: 16 clusters Score -2.909203e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41044 members 
Mstep: Class 3 contains 7483 members 
Mstep: Class 4 contains 2665 members 
Mstep: Class 5 contains 207035 members 
Mstep: Class 6 contains 40773 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2268 members 
Mstep: Class 9 contains 20470 members 
Mstep: Class 10 contains 40641 members 
Mstep: Class 11 contains 12225 members 
Mstep: Class 12 contains 7234 members 
Mstep: Class 13 contains 152788 members 
Mstep: Class 14 contains 30156 members 
Mstep: Class 15 contains 7294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092036.000000 Penalty: 32375.896484
Iteration 307Q: 16 clusters Score -2.909204e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 41044 members 
Mstep: Class 3 contains 7483 members 
Mstep: Class 4 contains 2665 members 
Mstep: Class 5 contains 207026 members 
Mstep: Class 6 contains 40774 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 20478 members 
Mstep: Class 10 contains 40641 members 
Mstep: Class 11 contains 12223 members 
Mstep: Class 12 contains 7235 members 
Mstep: Class 13 contains 152788 members 
Mstep: Class 14 contains 30155 members 
Mstep: Class 15 contains 7294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092038.000000 Penalty: 32375.896484
Iteration 308Q: 16 clusters Score -2.909204e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 41044 members 
Mstep: Class 3 contains 7483 members 
Mstep: Class 4 contains 2665 members 
Mstep: Class 5 contains 207024 members 
Mstep: Class 6 contains 40774 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 20481 members 
Mstep: Class 10 contains 40641 members 
Mstep: Class 11 contains 12221 members 
Mstep: Class 12 contains 7236 members 
Mstep: Class 13 contains 152787 members 
Mstep: Class 14 contains 30155 members 
Mstep: Class 15 contains 7295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092052.000000 Penalty: 32375.896484
Iteration 309Q: 16 clusters Score -2.909205e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 41045 members 
Mstep: Class 3 contains 7483 members 
Mstep: Class 4 contains 2665 members 
Mstep: Class 5 contains 207022 members 
Mstep: Class 6 contains 40774 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 20480 members 
Mstep: Class 10 contains 40641 members 
Mstep: Class 11 contains 12222 members 
Mstep: Class 12 contains 7240 members 
Mstep: Class 13 contains 152786 members 
Mstep: Class 14 contains 30154 members 
Mstep: Class 15 contains 7294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092006.000000 Penalty: 32375.896484
Iteration 310Q: 16 clusters Score -2.909201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 41046 members 
Mstep: Class 3 contains 7483 members 
Mstep: Class 4 contains 2664 members 
Mstep: Class 5 contains 207015 members 
Mstep: Class 6 contains 40774 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 20483 members 
Mstep: Class 10 contains 40641 members 
Mstep: Class 11 contains 12223 members 
Mstep: Class 12 contains 7243 members 
Mstep: Class 13 contains 152786 members 
Mstep: Class 14 contains 30154 members 
Mstep: Class 15 contains 7294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092032.000000 Penalty: 32375.896484
Iteration 311Q: 16 clusters Score -2.909203e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 41047 members 
Mstep: Class 3 contains 7483 members 
Mstep: Class 4 contains 2663 members 
Mstep: Class 5 contains 207011 members 
Mstep: Class 6 contains 40774 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 20486 members 
Mstep: Class 10 contains 40641 members 
Mstep: Class 11 contains 12224 members 
Mstep: Class 12 contains 7244 members 
Mstep: Class 13 contains 152785 members 
Mstep: Class 14 contains 30154 members 
Mstep: Class 15 contains 7294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092028.000000 Penalty: 32375.896484
Iteration 312Q: 16 clusters Score -2.909203e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41047 members 
Mstep: Class 3 contains 7483 members 
Mstep: Class 4 contains 2662 members 
Mstep: Class 5 contains 207011 members 
Mstep: Class 6 contains 40774 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 20488 members 
Mstep: Class 10 contains 40641 members 
Mstep: Class 11 contains 12224 members 
Mstep: Class 12 contains 7246 members 
Mstep: Class 13 contains 152784 members 
Mstep: Class 14 contains 30153 members 
Mstep: Class 15 contains 7294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092024.000000 Penalty: 32375.896484
Iteration 313Q: 16 clusters Score -2.909202e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41047 members 
Mstep: Class 3 contains 7483 members 
Mstep: Class 4 contains 2661 members 
Mstep: Class 5 contains 207012 members 
Mstep: Class 6 contains 40774 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 20491 members 
Mstep: Class 10 contains 40641 members 
Mstep: Class 11 contains 12222 members 
Mstep: Class 12 contains 7246 members 
Mstep: Class 13 contains 152784 members 
Mstep: Class 14 contains 30152 members 
Mstep: Class 15 contains 7294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092004.000000 Penalty: 32375.896484
Iteration 314Q: 16 clusters Score -2.9092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41047 members 
Mstep: Class 3 contains 7483 members 
Mstep: Class 4 contains 2661 members 
Mstep: Class 5 contains 207013 members 
Mstep: Class 6 contains 40774 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 20493 members 
Mstep: Class 10 contains 40641 members 
Mstep: Class 11 contains 12220 members 
Mstep: Class 12 contains 7247 members 
Mstep: Class 13 contains 152782 members 
Mstep: Class 14 contains 30152 members 
Mstep: Class 15 contains 7294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29091996.000000 Penalty: 32375.896484
Iteration 315Q: 16 clusters Score -2.9092e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41047 members 
Mstep: Class 3 contains 7483 members 
Mstep: Class 4 contains 2661 members 
Mstep: Class 5 contains 207014 members 
Mstep: Class 6 contains 40774 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 20494 members 
Mstep: Class 10 contains 40641 members 
Mstep: Class 11 contains 12217 members 
Mstep: Class 12 contains 7249 members 
Mstep: Class 13 contains 152781 members 
Mstep: Class 14 contains 30152 members 
Mstep: Class 15 contains 7294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29091992.000000 Penalty: 32375.896484
Iteration 316Q: 16 clusters Score -2.909199e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41047 members 
Mstep: Class 3 contains 7482 members 
Mstep: Class 4 contains 2661 members 
Mstep: Class 5 contains 207016 members 
Mstep: Class 6 contains 40774 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 20495 members 
Mstep: Class 10 contains 40641 members 
Mstep: Class 11 contains 12213 members 
Mstep: Class 12 contains 7251 members 
Mstep: Class 13 contains 152780 members 
Mstep: Class 14 contains 30152 members 
Mstep: Class 15 contains 7295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092000.000000 Penalty: 32375.896484
Iteration 317Q: 16 clusters Score -2.9092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41047 members 
Mstep: Class 3 contains 7482 members 
Mstep: Class 4 contains 2661 members 
Mstep: Class 5 contains 207019 members 
Mstep: Class 6 contains 40774 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 20493 members 
Mstep: Class 10 contains 40641 members 
Mstep: Class 11 contains 12210 members 
Mstep: Class 12 contains 7254 members 
Mstep: Class 13 contains 152780 members 
Mstep: Class 14 contains 30151 members 
Mstep: Class 15 contains 7295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29091998.000000 Penalty: 32375.896484
Iteration 318Q: 16 clusters Score -2.9092e+07 nChanged 6
Entering ConstructFrom: 
Score: -29091998.000000 Penalty: 32375.896484
Entering ConstructFrom: 
Trying to split cluster 1 (4813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Entering Unmasked Estep 
Score: -225873.687500 Penalty: 1377.849731
	Iteration 0F: 2 clusters Score -225873.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -222036.984375 Penalty: 2755.699463
	Iteration 0F: 3 clusters Score -222037 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -223049.500000 Penalty: 2755.699463
	Iteration 1F: 3 clusters Score -223049.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -223208.375000 Penalty: 2755.699463
	Iteration 2F: 3 clusters Score -223208.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -223307.718750 Penalty: 2755.699463
	Iteration 3Q: 3 clusters Score -223307.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -223383.000000 Penalty: 2755.699463
	Iteration 4Q: 3 clusters Score -223383 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -223457.000000 Penalty: 2755.699463
	Iteration 5Q: 3 clusters Score -223457 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -223536.375000 Penalty: 2755.699463
	Iteration 6Q: 3 clusters Score -223536.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -223629.734375 Penalty: 2755.699463
	Iteration 7Q: 3 clusters Score -223629.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -223721.312500 Penalty: 2755.699463
	Iteration 8Q: 3 clusters Score -223721.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -223808.203125 Penalty: 2755.699463
	Iteration 9Q: 3 clusters Score -223808.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -223914.781250 Penalty: 2755.699463
	Iteration 10Q: 3 clusters Score -223914.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -224065.828125 Penalty: 2755.699463
	Iteration 11Q: 3 clusters Score -224065.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -224258.890625 Penalty: 2755.699463
	Iteration 12Q: 3 clusters Score -224258.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -224418.000000 Penalty: 2755.699463
	Iteration 13Q: 3 clusters Score -224418 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -224522.390625 Penalty: 2755.699463
	Iteration 14Q: 3 clusters Score -224522.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -224597.578125 Penalty: 2755.699463
	Iteration 15Q: 3 clusters Score -224597.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -224648.390625 Penalty: 2755.699463
	Iteration 16Q: 3 clusters Score -224648.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -224683.984375 Penalty: 2755.699463
	Iteration 17Q: 3 clusters Score -224684 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -224722.109375 Penalty: 2755.699463
	Iteration 18Q: 3 clusters Score -224722.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -224756.125000 Penalty: 2755.699463
	Iteration 19Q: 3 clusters Score -224756.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -224778.500000 Penalty: 2755.699463
	Iteration 20F: 3 clusters Score -224778.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -224803.046875 Penalty: 2755.699463
	Iteration 21Q: 3 clusters Score -224803 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -224836.671875 Penalty: 2755.699463
	Iteration 22Q: 3 clusters Score -224836.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -224875.609375 Penalty: 2755.699463
	Iteration 23Q: 3 clusters Score -224875.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -224909.687500 Penalty: 2755.699463
	Iteration 24Q: 3 clusters Score -224909.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -224938.015625 Penalty: 2755.699463
	Iteration 25Q: 3 clusters Score -224938 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -224965.406250 Penalty: 2755.699463
	Iteration 26Q: 3 clusters Score -224965.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -224994.031250 Penalty: 2755.699463
	Iteration 27Q: 3 clusters Score -224994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -225014.406250 Penalty: 2755.699463
	Iteration 28Q: 3 clusters Score -225014.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -225028.343750 Penalty: 2755.699463
	Iteration 29Q: 3 clusters Score -225028.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -225036.453125 Penalty: 2755.699463
	Iteration 30Q: 3 clusters Score -225036.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -225044.640625 Penalty: 2755.699463
	Iteration 31Q: 3 clusters Score -225044.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -225046.859375 Penalty: 2755.699463
	Iteration 32Q: 3 clusters Score -225046.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -225049.421875 Penalty: 2755.699463
	Iteration 33Q: 3 clusters Score -225049.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -225051.671875 Penalty: 2755.699463
	Iteration 34Q: 3 clusters Score -225051.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -225053.375000 Penalty: 2755.699463
	Iteration 35Q: 3 clusters Score -225053.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -225055.687500 Penalty: 2755.699463
	Iteration 36Q: 3 clusters Score -225055.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -225057.890625 Penalty: 2755.699463
	Iteration 37Q: 3 clusters Score -225057.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -225058.296875 Penalty: 2755.699463
	Iteration 38Q: 3 clusters Score -225058.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -225058.296875 Penalty: 2755.699463
	Iteration 39F: 3 clusters Score -225058.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Entering Unmasked Estep 
Score: -2082195.375000 Penalty: 1726.151855
	Iteration 0F: 2 clusters Score -2082195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -2054750.750000 Penalty: 3452.303711
	Iteration 0F: 3 clusters Score -2054751 nChanged 19253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -2065842.375000 Penalty: 3452.303711
	Iteration 1F: 3 clusters Score -2065842 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -2066530.000000 Penalty: 3452.303711
	Iteration 2Q: 3 clusters Score -2066530 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -2067385.875000 Penalty: 3452.303711
	Iteration 3Q: 3 clusters Score -2067386 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -2068438.750000 Penalty: 3452.303711
	Iteration 4F: 3 clusters Score -2068439 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2069859.750000 Penalty: 3452.303711
	Iteration 5F: 3 clusters Score -2069860 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -2071906.500000 Penalty: 3452.303711
	Iteration 6F: 3 clusters Score -2071906 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2074445.500000 Penalty: 3452.303711
	Iteration 7F: 3 clusters Score -2074446 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2076973.875000 Penalty: 3452.303711
	Iteration 8F: 3 clusters Score -2076974 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2078915.000000 Penalty: 3452.303711
	Iteration 9Q: 3 clusters Score -2078915 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2080030.125000 Penalty: 3452.303711
	Iteration 10Q: 3 clusters Score -2080030 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2080648.500000 Penalty: 3452.303711
	Iteration 11Q: 3 clusters Score -2080648 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2080946.625000 Penalty: 3452.303711
	Iteration 12Q: 3 clusters Score -2080947 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2081060.125000 Penalty: 3452.303711
	Iteration 13Q: 3 clusters Score -2081060 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2081115.875000 Penalty: 3452.303711
	Iteration 14Q: 3 clusters Score -2081116 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2081134.125000 Penalty: 3452.303711
	Iteration 15Q: 3 clusters Score -2081134 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2081153.875000 Penalty: 3452.303711
	Iteration 16Q: 3 clusters Score -2081154 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2081158.625000 Penalty: 3452.303711
	Iteration 17Q: 3 clusters Score -2081159 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39747 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2081167.875000 Penalty: 3452.303711
	Iteration 18Q: 3 clusters Score -2081168 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2081176.250000 Penalty: 3452.303711
	Iteration 19Q: 3 clusters Score -2081176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2081179.875000 Penalty: 3452.303711
	Iteration 20F: 3 clusters Score -2081180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2081181.250000 Penalty: 3452.303711
	Iteration 21Q: 3 clusters Score -2081181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2081185.750000 Penalty: 3452.303711
	Iteration 22Q: 3 clusters Score -2081186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2081190.750000 Penalty: 3452.303711
	Iteration 23Q: 3 clusters Score -2081191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2081192.125000 Penalty: 3452.303711
	Iteration 24Q: 3 clusters Score -2081192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2081194.000000 Penalty: 3452.303711
	Iteration 25Q: 3 clusters Score -2081194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2081191.375000 Penalty: 3452.303711
	Iteration 26Q: 3 clusters Score -2081191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2081195.500000 Penalty: 3452.303711
	Iteration 27Q: 3 clusters Score -2081196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2081196.125000 Penalty: 3452.303711
	Iteration 28Q: 3 clusters Score -2081196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2081196.875000 Penalty: 3452.303711
	Iteration 29Q: 3 clusters Score -2081197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2081196.750000 Penalty: 3452.303711
	Iteration 30Q: 3 clusters Score -2081197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2081196.750000 Penalty: 3452.303711
	Iteration 31F: 3 clusters Score -2081197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Entering Unmasked Estep 
Score: -399717.937500 Penalty: 1449.541504
	Iteration 0F: 2 clusters Score -399717.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -394156.843750 Penalty: 2899.083008
	Iteration 0F: 3 clusters Score -394156.8 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -395798.843750 Penalty: 2899.083008
	Iteration 1F: 3 clusters Score -395798.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -395984.625000 Penalty: 2899.083008
	Iteration 2F: 3 clusters Score -395984.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -396119.750000 Penalty: 2899.083008
	Iteration 3Q: 3 clusters Score -396119.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -396222.875000 Penalty: 2899.083008
	Iteration 4Q: 3 clusters Score -396222.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -396317.968750 Penalty: 2899.083008
	Iteration 5Q: 3 clusters Score -396318 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -396426.156250 Penalty: 2899.083008
	Iteration 6Q: 3 clusters Score -396426.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -396546.625000 Penalty: 2899.083008
	Iteration 7Q: 3 clusters Score -396546.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -396714.906250 Penalty: 2899.083008
	Iteration 8Q: 3 clusters Score -396714.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -396883.687500 Penalty: 2899.083008
	Iteration 9Q: 3 clusters Score -396883.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -397076.750000 Penalty: 2899.083008
	Iteration 10Q: 3 clusters Score -397076.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -397288.125000 Penalty: 2899.083008
	Iteration 11Q: 3 clusters Score -397288.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -397470.875000 Penalty: 2899.083008
	Iteration 12Q: 3 clusters Score -397470.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -397622.000000 Penalty: 2899.083008
	Iteration 13Q: 3 clusters Score -397622 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -397712.906250 Penalty: 2899.083008
	Iteration 14Q: 3 clusters Score -397712.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -397766.812500 Penalty: 2899.083008
	Iteration 15Q: 3 clusters Score -397766.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -397802.625000 Penalty: 2899.083008
	Iteration 16Q: 3 clusters Score -397802.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -397826.375000 Penalty: 2899.083008
	Iteration 17Q: 3 clusters Score -397826.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -397848.437500 Penalty: 2899.083008
	Iteration 18Q: 3 clusters Score -397848.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -397862.875000 Penalty: 2899.083008
	Iteration 19Q: 3 clusters Score -397862.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -397876.750000 Penalty: 2899.083008
	Iteration 20F: 3 clusters Score -397876.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -397890.062500 Penalty: 2899.083008
	Iteration 21Q: 3 clusters Score -397890.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -397905.062500 Penalty: 2899.083008
	Iteration 22Q: 3 clusters Score -397905.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -397917.875000 Penalty: 2899.083008
	Iteration 23Q: 3 clusters Score -397917.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -397929.500000 Penalty: 2899.083008
	Iteration 24Q: 3 clusters Score -397929.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -397937.375000 Penalty: 2899.083008
	Iteration 25Q: 3 clusters Score -397937.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -397942.562500 Penalty: 2899.083008
	Iteration 26Q: 3 clusters Score -397942.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -397947.875000 Penalty: 2899.083008
	Iteration 27Q: 3 clusters Score -397947.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -397955.718750 Penalty: 2899.083008
	Iteration 28Q: 3 clusters Score -397955.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -397961.781250 Penalty: 2899.083008
	Iteration 29Q: 3 clusters Score -397961.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -397970.281250 Penalty: 2899.083008
	Iteration 30Q: 3 clusters Score -397970.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -397977.687500 Penalty: 2899.083008
	Iteration 31Q: 3 clusters Score -397977.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -397985.468750 Penalty: 2899.083008
	Iteration 32Q: 3 clusters Score -397985.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -397995.562500 Penalty: 2899.083008
	Iteration 33Q: 3 clusters Score -397995.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -398008.375000 Penalty: 2899.083008
	Iteration 34Q: 3 clusters Score -398008.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -398020.468750 Penalty: 2899.083008
	Iteration 35Q: 3 clusters Score -398020.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -398032.000000 Penalty: 2899.083008
	Iteration 36Q: 3 clusters Score -398032 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -398044.250000 Penalty: 2899.083008
	Iteration 37Q: 3 clusters Score -398044.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -398062.281250 Penalty: 2899.083008
	Iteration 38Q: 3 clusters Score -398062.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -398076.312500 Penalty: 2899.083008
	Iteration 39Q: 3 clusters Score -398076.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -398088.562500 Penalty: 2899.083008
	Iteration 40F: 3 clusters Score -398088.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -398100.375000 Penalty: 2899.083008
	Iteration 41Q: 3 clusters Score -398100.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -398111.562500 Penalty: 2899.083008
	Iteration 42Q: 3 clusters Score -398111.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -398119.062500 Penalty: 2899.083008
	Iteration 43Q: 3 clusters Score -398119.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -398126.875000 Penalty: 2899.083008
	Iteration 44Q: 3 clusters Score -398126.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -398134.375000 Penalty: 2899.083008
	Iteration 45Q: 3 clusters Score -398134.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -398142.875000 Penalty: 2899.083008
	Iteration 46Q: 3 clusters Score -398142.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -398152.468750 Penalty: 2899.083008
	Iteration 47Q: 3 clusters Score -398152.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -398164.625000 Penalty: 2899.083008
	Iteration 48Q: 3 clusters Score -398164.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -398176.031250 Penalty: 2899.083008
	Iteration 49Q: 3 clusters Score -398176 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -398185.562500 Penalty: 2899.083008
	Iteration 50Q: 3 clusters Score -398185.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -398196.812500 Penalty: 2899.083008
	Iteration 51Q: 3 clusters Score -398196.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -398209.906250 Penalty: 2899.083008
	Iteration 52Q: 3 clusters Score -398209.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -398224.656250 Penalty: 2899.083008
	Iteration 53Q: 3 clusters Score -398224.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -398241.843750 Penalty: 2899.083008
	Iteration 54Q: 3 clusters Score -398241.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -398259.062500 Penalty: 2899.083008
	Iteration 55Q: 3 clusters Score -398259.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -398274.781250 Penalty: 2899.083008
	Iteration 56Q: 3 clusters Score -398274.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -398297.843750 Penalty: 2899.083008
	Iteration 57Q: 3 clusters Score -398297.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -398317.750000 Penalty: 2899.083008
	Iteration 58Q: 3 clusters Score -398317.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -398339.812500 Penalty: 2899.083008
	Iteration 59Q: 3 clusters Score -398339.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -398353.718750 Penalty: 2899.083008
	Iteration 60F: 3 clusters Score -398353.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -398369.562500 Penalty: 2899.083008
	Iteration 61Q: 3 clusters Score -398369.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -398382.406250 Penalty: 2899.083008
	Iteration 62Q: 3 clusters Score -398382.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -398398.156250 Penalty: 2899.083008
	Iteration 63Q: 3 clusters Score -398398.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -398412.125000 Penalty: 2899.083008
	Iteration 64Q: 3 clusters Score -398412.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -398423.375000 Penalty: 2899.083008
	Iteration 65Q: 3 clusters Score -398423.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -398433.500000 Penalty: 2899.083008
	Iteration 66Q: 3 clusters Score -398433.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -398442.468750 Penalty: 2899.083008
	Iteration 67Q: 3 clusters Score -398442.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -398455.625000 Penalty: 2899.083008
	Iteration 68Q: 3 clusters Score -398455.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -398465.406250 Penalty: 2899.083008
	Iteration 69Q: 3 clusters Score -398465.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -398475.718750 Penalty: 2899.083008
	Iteration 70Q: 3 clusters Score -398475.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -398485.875000 Penalty: 2899.083008
	Iteration 71Q: 3 clusters Score -398485.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -398498.718750 Penalty: 2899.083008
	Iteration 72Q: 3 clusters Score -398498.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -398509.375000 Penalty: 2899.083008
	Iteration 73Q: 3 clusters Score -398509.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -398517.406250 Penalty: 2899.083008
	Iteration 74Q: 3 clusters Score -398517.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -398526.031250 Penalty: 2899.083008
	Iteration 75Q: 3 clusters Score -398526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -398534.781250 Penalty: 2899.083008
	Iteration 76Q: 3 clusters Score -398534.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -398538.718750 Penalty: 2899.083008
	Iteration 77Q: 3 clusters Score -398538.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -398540.812500 Penalty: 2899.083008
	Iteration 78Q: 3 clusters Score -398540.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -398541.468750 Penalty: 2899.083008
	Iteration 79Q: 3 clusters Score -398541.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -398542.906250 Penalty: 2899.083008
	Iteration 80F: 3 clusters Score -398542.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Entering Unmasked Estep 
Score: -121946.742188 Penalty: 1281.549316
	Iteration 0F: 2 clusters Score -121946.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -119429.203125 Penalty: 2563.098633
	Iteration 0F: 3 clusters Score -119429.2 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -120087.093750 Penalty: 2563.098633
	Iteration 1F: 3 clusters Score -120087.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -120386.453125 Penalty: 2563.098633
	Iteration 2F: 3 clusters Score -120386.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -120648.789062 Penalty: 2563.098633
	Iteration 3F: 3 clusters Score -120648.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -120813.562500 Penalty: 2563.098633
	Iteration 4F: 3 clusters Score -120813.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -120943.796875 Penalty: 2563.098633
	Iteration 5F: 3 clusters Score -120943.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -121031.750000 Penalty: 2563.098633
	Iteration 6Q: 3 clusters Score -121031.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -121083.414062 Penalty: 2563.098633
	Iteration 7Q: 3 clusters Score -121083.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -121124.617188 Penalty: 2563.098633
	Iteration 8Q: 3 clusters Score -121124.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -121152.960938 Penalty: 2563.098633
	Iteration 9Q: 3 clusters Score -121153 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -121169.570312 Penalty: 2563.098633
	Iteration 10Q: 3 clusters Score -121169.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -121181.515625 Penalty: 2563.098633
	Iteration 11Q: 3 clusters Score -121181.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -121190.250000 Penalty: 2563.098633
	Iteration 12Q: 3 clusters Score -121190.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -121198.648438 Penalty: 2563.098633
	Iteration 13Q: 3 clusters Score -121198.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -121203.804688 Penalty: 2563.098633
	Iteration 14Q: 3 clusters Score -121203.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -121208.242188 Penalty: 2563.098633
	Iteration 15Q: 3 clusters Score -121208.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -121211.078125 Penalty: 2563.098633
	Iteration 16Q: 3 clusters Score -121211.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -121213.804688 Penalty: 2563.098633
	Iteration 17Q: 3 clusters Score -121213.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -121215.367188 Penalty: 2563.098633
	Iteration 18Q: 3 clusters Score -121215.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -121215.531250 Penalty: 2563.098633
	Iteration 19Q: 3 clusters Score -121215.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -121216.015625 Penalty: 2563.098633
	Iteration 20F: 3 clusters Score -121216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -121216.578125 Penalty: 2563.098633
	Iteration 21Q: 3 clusters Score -121216.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -121216.742188 Penalty: 2563.098633
	Iteration 22Q: 3 clusters Score -121216.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -121216.742188 Penalty: 2563.098633
	Iteration 23F: 3 clusters Score -121216.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (207019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207019 members 
Entering Unmasked Estep 
Score: -10388296.000000 Penalty: 1989.092041
	Iteration 0F: 2 clusters Score -1.03883e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103547 members 
Mstep: Class 2 contains 103472 members 
Entering Unmasked Estep 
Score: -10249280.000000 Penalty: 3978.184082
	Iteration 0F: 3 clusters Score -1.024928e+07 nChanged 100124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106907 members 
Mstep: Class 2 contains 100112 members 
Entering Unmasked Estep 
Score: -10308590.000000 Penalty: 3978.184082
	Iteration 1F: 3 clusters Score -1.030859e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108658 members 
Mstep: Class 2 contains 98361 members 
Entering Unmasked Estep 
Score: -10310057.000000 Penalty: 3978.184082
	Iteration 2Q: 3 clusters Score -1.031006e+07 nChanged 7215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111503 members 
Mstep: Class 2 contains 95516 members 
Entering Unmasked Estep 
Score: -10312127.000000 Penalty: 3978.184082
	Iteration 3Q: 3 clusters Score -1.031213e+07 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115886 members 
Mstep: Class 2 contains 91133 members 
Entering Unmasked Estep 
Score: -10315287.000000 Penalty: 3978.184082
	Iteration 4Q: 3 clusters Score -1.031529e+07 nChanged 10564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122304 members 
Mstep: Class 2 contains 84715 members 
Entering Unmasked Estep 
Score: -10320473.000000 Penalty: 3978.184082
	Iteration 5F: 3 clusters Score -1.032047e+07 nChanged 13062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131244 members 
Mstep: Class 2 contains 75775 members 
Entering Unmasked Estep 
Score: -10328521.000000 Penalty: 3978.184082
	Iteration 6F: 3 clusters Score -1.032852e+07 nChanged 14835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142527 members 
Mstep: Class 2 contains 64492 members 
Entering Unmasked Estep 
Score: -10339695.000000 Penalty: 3978.184082
	Iteration 7F: 3 clusters Score -1.03397e+07 nChanged 14973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154740 members 
Mstep: Class 2 contains 52279 members 
Entering Unmasked Estep 
Score: -10352631.000000 Penalty: 3978.184082
	Iteration 8F: 3 clusters Score -1.035263e+07 nChanged 12562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165346 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -10363939.000000 Penalty: 3978.184082
	Iteration 9F: 3 clusters Score -1.036394e+07 nChanged 9184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173236 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -10372093.000000 Penalty: 3978.184082
	Iteration 10Q: 3 clusters Score -1.037209e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178883 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -10377185.000000 Penalty: 3978.184082
	Iteration 11Q: 3 clusters Score -1.037718e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183150 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -10380402.000000 Penalty: 3978.184082
	Iteration 12Q: 3 clusters Score -1.03804e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186602 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -10382590.000000 Penalty: 3978.184082
	Iteration 13Q: 3 clusters Score -1.038259e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189357 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -10384253.000000 Penalty: 3978.184082
	Iteration 14Q: 3 clusters Score -1.038425e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191551 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -10385309.000000 Penalty: 3978.184082
	Iteration 15Q: 3 clusters Score -1.038531e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193320 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -10386171.000000 Penalty: 3978.184082
	Iteration 16Q: 3 clusters Score -1.038617e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194764 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -10386748.000000 Penalty: 3978.184082
	Iteration 17Q: 3 clusters Score -1.038675e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195950 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -10387295.000000 Penalty: 3978.184082
	Iteration 18Q: 3 clusters Score -1.03873e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196916 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -10387622.000000 Penalty: 3978.184082
	Iteration 19Q: 3 clusters Score -1.038762e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197702 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -10387842.000000 Penalty: 3978.184082
	Iteration 20F: 3 clusters Score -1.038784e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198335 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -10388005.000000 Penalty: 3978.184082
	Iteration 21Q: 3 clusters Score -1.0388e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198860 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -10388159.000000 Penalty: 3978.184082
	Iteration 22Q: 3 clusters Score -1.038816e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199276 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -10388221.000000 Penalty: 3978.184082
	Iteration 23Q: 3 clusters Score -1.038822e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199610 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -10388266.000000 Penalty: 3978.184082
	Iteration 24Q: 3 clusters Score -1.038827e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199887 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -10388334.000000 Penalty: 3978.184082
	Iteration 25Q: 3 clusters Score -1.038833e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200101 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -10388331.000000 Penalty: 3978.184082
	Iteration 26Q: 3 clusters Score -1.038833e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200256 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -10388347.000000 Penalty: 3978.184082
	Iteration 27Q: 3 clusters Score -1.038835e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200385 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -10388369.000000 Penalty: 3978.184082
	Iteration 28Q: 3 clusters Score -1.038837e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200481 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -10388359.000000 Penalty: 3978.184082
	Iteration 29Q: 3 clusters Score -1.038836e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200562 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -10388359.000000 Penalty: 3978.184082
	Iteration 30Q: 3 clusters Score -1.038836e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200643 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -10388376.000000 Penalty: 3978.184082
	Iteration 31Q: 3 clusters Score -1.038838e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200718 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -10388392.000000 Penalty: 3978.184082
	Iteration 32Q: 3 clusters Score -1.038839e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200796 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -10388431.000000 Penalty: 3978.184082
	Iteration 33Q: 3 clusters Score -1.038843e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200853 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -10388413.000000 Penalty: 3978.184082
	Iteration 34Q: 3 clusters Score -1.038841e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200910 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -10388431.000000 Penalty: 3978.184082
	Iteration 35Q: 3 clusters Score -1.038843e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200967 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -10388452.000000 Penalty: 3978.184082
	Iteration 36Q: 3 clusters Score -1.038845e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201022 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -10388444.000000 Penalty: 3978.184082
	Iteration 37Q: 3 clusters Score -1.038844e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201076 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -10388439.000000 Penalty: 3978.184082
	Iteration 38Q: 3 clusters Score -1.038844e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201129 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -10388449.000000 Penalty: 3978.184082
	Iteration 39Q: 3 clusters Score -1.038845e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201166 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -10388439.000000 Penalty: 3978.184082
	Iteration 40F: 3 clusters Score -1.038844e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201200 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -10388447.000000 Penalty: 3978.184082
	Iteration 41Q: 3 clusters Score -1.038845e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201219 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -10388449.000000 Penalty: 3978.184082
	Iteration 42Q: 3 clusters Score -1.038845e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201237 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -10388445.000000 Penalty: 3978.184082
	Iteration 43Q: 3 clusters Score -1.038844e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201256 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -10388451.000000 Penalty: 3978.184082
	Iteration 44Q: 3 clusters Score -1.038845e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201272 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -10388448.000000 Penalty: 3978.184082
	Iteration 45Q: 3 clusters Score -1.038845e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201287 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -10388439.000000 Penalty: 3978.184082
	Iteration 46Q: 3 clusters Score -1.038844e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201300 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -10388439.000000 Penalty: 3978.184082
	Iteration 47Q: 3 clusters Score -1.038844e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201320 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -10388417.000000 Penalty: 3978.184082
	Iteration 48Q: 3 clusters Score -1.038842e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201338 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -10388418.000000 Penalty: 3978.184082
	Iteration 49Q: 3 clusters Score -1.038842e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201357 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -10388414.000000 Penalty: 3978.184082
	Iteration 50Q: 3 clusters Score -1.038841e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201373 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -10388421.000000 Penalty: 3978.184082
	Iteration 51Q: 3 clusters Score -1.038842e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201391 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -10388422.000000 Penalty: 3978.184082
	Iteration 52Q: 3 clusters Score -1.038842e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201410 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -10388439.000000 Penalty: 3978.184082
	Iteration 53Q: 3 clusters Score -1.038844e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201428 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -10388460.000000 Penalty: 3978.184082
	Iteration 54Q: 3 clusters Score -1.038846e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201440 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -10388456.000000 Penalty: 3978.184082
	Iteration 55Q: 3 clusters Score -1.038846e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201450 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -10388459.000000 Penalty: 3978.184082
	Iteration 56Q: 3 clusters Score -1.038846e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201468 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -10388464.000000 Penalty: 3978.184082
	Iteration 57Q: 3 clusters Score -1.038846e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201495 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -10388462.000000 Penalty: 3978.184082
	Iteration 58Q: 3 clusters Score -1.038846e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201511 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -10388474.000000 Penalty: 3978.184082
	Iteration 59Q: 3 clusters Score -1.038847e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201535 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -10388459.000000 Penalty: 3978.184082
	Iteration 60F: 3 clusters Score -1.038846e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201552 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -10388473.000000 Penalty: 3978.184082
	Iteration 61Q: 3 clusters Score -1.038847e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201563 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -10388464.000000 Penalty: 3978.184082
	Iteration 62Q: 3 clusters Score -1.038846e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201574 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -10388455.000000 Penalty: 3978.184082
	Iteration 63Q: 3 clusters Score -1.038846e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201585 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -10388472.000000 Penalty: 3978.184082
	Iteration 64Q: 3 clusters Score -1.038847e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201600 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -10388462.000000 Penalty: 3978.184082
	Iteration 65Q: 3 clusters Score -1.038846e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201614 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -10388468.000000 Penalty: 3978.184082
	Iteration 66Q: 3 clusters Score -1.038847e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201619 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -10388455.000000 Penalty: 3978.184082
	Iteration 67Q: 3 clusters Score -1.038846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201626 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -10388450.000000 Penalty: 3978.184082
	Iteration 68Q: 3 clusters Score -1.038845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201630 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -10388442.000000 Penalty: 3978.184082
	Iteration 69Q: 3 clusters Score -1.038844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201634 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -10388446.000000 Penalty: 3978.184082
	Iteration 70Q: 3 clusters Score -1.038845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201638 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -10388456.000000 Penalty: 3978.184082
	Iteration 71Q: 3 clusters Score -1.038846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201641 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -10388450.000000 Penalty: 3978.184082
	Iteration 72Q: 3 clusters Score -1.038845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201645 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -10388452.000000 Penalty: 3978.184082
	Iteration 73Q: 3 clusters Score -1.038845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201653 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -10388449.000000 Penalty: 3978.184082
	Iteration 74Q: 3 clusters Score -1.038845e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201656 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -10388450.000000 Penalty: 3978.184082
	Iteration 75Q: 3 clusters Score -1.038845e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201663 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -10388466.000000 Penalty: 3978.184082
	Iteration 76Q: 3 clusters Score -1.038847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201669 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -10388471.000000 Penalty: 3978.184082
	Iteration 77Q: 3 clusters Score -1.038847e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201674 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -10388454.000000 Penalty: 3978.184082
	Iteration 78Q: 3 clusters Score -1.038845e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201679 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -10388460.000000 Penalty: 3978.184082
	Iteration 79Q: 3 clusters Score -1.038846e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201684 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -10388462.000000 Penalty: 3978.184082
	Iteration 80F: 3 clusters Score -1.038846e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201691 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -10388469.000000 Penalty: 3978.184082
	Iteration 81Q: 3 clusters Score -1.038847e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201699 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -10388467.000000 Penalty: 3978.184082
	Iteration 82Q: 3 clusters Score -1.038847e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201703 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -10388478.000000 Penalty: 3978.184082
	Iteration 83Q: 3 clusters Score -1.038848e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201707 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -10388469.000000 Penalty: 3978.184082
	Iteration 84Q: 3 clusters Score -1.038847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201706 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -10388473.000000 Penalty: 3978.184082
	Iteration 85Q: 3 clusters Score -1.038847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201706 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -10388473.000000 Penalty: 3978.184082
	Iteration 86F: 3 clusters Score -1.038847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41047 members 
Mstep: Class 3 contains 7482 members 
Mstep: Class 4 contains 2661 members 
Mstep: Class 5 contains 201706 members 
Mstep: Class 6 contains 40774 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 20493 members 
Mstep: Class 10 contains 40641 members 
Mstep: Class 11 contains 12207 members 
Mstep: Class 12 contains 7257 members 
Mstep: Class 13 contains 152780 members 
Mstep: Class 14 contains 30151 members 
Mstep: Class 15 contains 7295 members 
Mstep: Class 16 contains 5313 members 
Entering Unmasked Estep 
Score: -29091644.000000 Penalty: 34534.289062
Splitting cluster 5 changes total score from -29091998.000000 to -29091644.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (40774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40774 members 
Entering Unmasked Estep 
Score: -2115887.000000 Penalty: 1725.067505
	Iteration 0F: 2 clusters Score -2115887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -2088541.625000 Penalty: 3450.135010
	Iteration 0F: 3 clusters Score -2088542 nChanged 19112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -2098970.250000 Penalty: 3450.135010
	Iteration 1F: 3 clusters Score -2098970 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -2099350.500000 Penalty: 3450.135010
	Iteration 2Q: 3 clusters Score -2099350 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -2099770.500000 Penalty: 3450.135010
	Iteration 3Q: 3 clusters Score -2099770 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -2100244.000000 Penalty: 3450.135010
	Iteration 4Q: 3 clusters Score -2100244 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -2100899.500000 Penalty: 3450.135010
	Iteration 5Q: 3 clusters Score -2100900 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -2101905.250000 Penalty: 3450.135010
	Iteration 6Q: 3 clusters Score -2101905 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -2103520.500000 Penalty: 3450.135010
	Iteration 7F: 3 clusters Score -2103520 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 31224 members 
Entering Unmasked Estep 
Score: -2105784.000000 Penalty: 3450.135010
	Iteration 8F: 3 clusters Score -2105784 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -2108321.250000 Penalty: 3450.135010
	Iteration 9F: 3 clusters Score -2108321 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -2110738.000000 Penalty: 3450.135010
	Iteration 10F: 3 clusters Score -2110738 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -2112529.250000 Penalty: 3450.135010
	Iteration 11Q: 3 clusters Score -2112529 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -2113526.750000 Penalty: 3450.135010
	Iteration 12Q: 3 clusters Score -2113527 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -2113982.750000 Penalty: 3450.135010
	Iteration 13Q: 3 clusters Score -2113983 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -2114210.250000 Penalty: 3450.135010
	Iteration 14Q: 3 clusters Score -2114210 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -2114306.750000 Penalty: 3450.135010
	Iteration 15Q: 3 clusters Score -2114307 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -2114351.750000 Penalty: 3450.135010
	Iteration 16Q: 3 clusters Score -2114352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -2114376.250000 Penalty: 3450.135010
	Iteration 17Q: 3 clusters Score -2114376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -2114389.250000 Penalty: 3450.135010
	Iteration 18Q: 3 clusters Score -2114389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -2114396.000000 Penalty: 3450.135010
	Iteration 19Q: 3 clusters Score -2114396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -2114400.250000 Penalty: 3450.135010
	Iteration 20F: 3 clusters Score -2114400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 40554 members 
Entering Unmasked Estep 
Score: -2114404.500000 Penalty: 3450.135010
	Iteration 21Q: 3 clusters Score -2114404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -2114410.000000 Penalty: 3450.135010
	Iteration 22Q: 3 clusters Score -2114410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -2114414.250000 Penalty: 3450.135010
	Iteration 23Q: 3 clusters Score -2114414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -2114420.500000 Penalty: 3450.135010
	Iteration 24Q: 3 clusters Score -2114420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -2114423.500000 Penalty: 3450.135010
	Iteration 25Q: 3 clusters Score -2114424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -2114424.500000 Penalty: 3450.135010
	Iteration 26Q: 3 clusters Score -2114424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -2114423.750000 Penalty: 3450.135010
	Iteration 27Q: 3 clusters Score -2114424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -2114423.750000 Penalty: 3450.135010
	Iteration 28F: 3 clusters Score -2114424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Entering Unmasked Estep 
Score: -508224.781250 Penalty: 1495.030640
	Iteration 0F: 2 clusters Score -508224.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -501163.062500 Penalty: 2990.061279
	Iteration 0F: 3 clusters Score -501163.1 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -503412.593750 Penalty: 2990.061279
	Iteration 1F: 3 clusters Score -503412.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -503633.906250 Penalty: 2990.061279
	Iteration 2F: 3 clusters Score -503633.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -503789.375000 Penalty: 2990.061279
	Iteration 3Q: 3 clusters Score -503789.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -503912.062500 Penalty: 2990.061279
	Iteration 4Q: 3 clusters Score -503912.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -504015.468750 Penalty: 2990.061279
	Iteration 5Q: 3 clusters Score -504015.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -504122.687500 Penalty: 2990.061279
	Iteration 6Q: 3 clusters Score -504122.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -504249.875000 Penalty: 2990.061279
	Iteration 7Q: 3 clusters Score -504249.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -504405.125000 Penalty: 2990.061279
	Iteration 8Q: 3 clusters Score -504405.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -504609.843750 Penalty: 2990.061279
	Iteration 9Q: 3 clusters Score -504609.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -504893.406250 Penalty: 2990.061279
	Iteration 10Q: 3 clusters Score -504893.4 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -505252.562500 Penalty: 2990.061279
	Iteration 11F: 3 clusters Score -505252.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -505671.062500 Penalty: 2990.061279
	Iteration 12F: 3 clusters Score -505671.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -506093.218750 Penalty: 2990.061279
	Iteration 13F: 3 clusters Score -506093.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -506441.593750 Penalty: 2990.061279
	Iteration 14Q: 3 clusters Score -506441.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -506672.750000 Penalty: 2990.061279
	Iteration 15Q: 3 clusters Score -506672.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -506811.375000 Penalty: 2990.061279
	Iteration 16Q: 3 clusters Score -506811.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -506898.937500 Penalty: 2990.061279
	Iteration 17Q: 3 clusters Score -506898.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -506945.531250 Penalty: 2990.061279
	Iteration 18Q: 3 clusters Score -506945.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -506976.375000 Penalty: 2990.061279
	Iteration 19Q: 3 clusters Score -506976.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -506996.281250 Penalty: 2990.061279
	Iteration 20F: 3 clusters Score -506996.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -507008.781250 Penalty: 2990.061279
	Iteration 21Q: 3 clusters Score -507008.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -507013.781250 Penalty: 2990.061279
	Iteration 22Q: 3 clusters Score -507013.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -507015.937500 Penalty: 2990.061279
	Iteration 23Q: 3 clusters Score -507015.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -507018.375000 Penalty: 2990.061279
	Iteration 24Q: 3 clusters Score -507018.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -507018.375000 Penalty: 2990.061279
	Iteration 25F: 3 clusters Score -507018.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Entering Unmasked Estep 
Score: -97817.554688 Penalty: 1255.652832
	Iteration 0F: 2 clusters Score -97817.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -95523.125000 Penalty: 2511.305664
	Iteration 0F: 3 clusters Score -95523.12 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -96112.265625 Penalty: 2511.305664
	Iteration 1F: 3 clusters Score -96112.27 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -96266.875000 Penalty: 2511.305664
	Iteration 2F: 3 clusters Score -96266.88 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -96396.406250 Penalty: 2511.305664
	Iteration 3F: 3 clusters Score -96396.41 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -96487.578125 Penalty: 2511.305664
	Iteration 4F: 3 clusters Score -96487.58 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -96547.210938 Penalty: 2511.305664
	Iteration 5Q: 3 clusters Score -96547.21 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -96595.093750 Penalty: 2511.305664
	Iteration 6Q: 3 clusters Score -96595.09 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -96641.289062 Penalty: 2511.305664
	Iteration 7Q: 3 clusters Score -96641.29 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -96690.085938 Penalty: 2511.305664
	Iteration 8Q: 3 clusters Score -96690.09 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -96723.203125 Penalty: 2511.305664
	Iteration 9Q: 3 clusters Score -96723.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -96746.218750 Penalty: 2511.305664
	Iteration 10Q: 3 clusters Score -96746.22 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -96776.515625 Penalty: 2511.305664
	Iteration 11Q: 3 clusters Score -96776.52 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -96802.851562 Penalty: 2511.305664
	Iteration 12Q: 3 clusters Score -96802.85 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -96826.476562 Penalty: 2511.305664
	Iteration 13Q: 3 clusters Score -96826.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -96846.062500 Penalty: 2511.305664
	Iteration 14Q: 3 clusters Score -96846.06 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -96863.867188 Penalty: 2511.305664
	Iteration 15Q: 3 clusters Score -96863.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -96873.437500 Penalty: 2511.305664
	Iteration 16Q: 3 clusters Score -96873.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -96877.312500 Penalty: 2511.305664
	Iteration 17Q: 3 clusters Score -96877.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -96880.960938 Penalty: 2511.305664
	Iteration 18Q: 3 clusters Score -96880.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -96881.617188 Penalty: 2511.305664
	Iteration 19Q: 3 clusters Score -96881.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -96882.710938 Penalty: 2511.305664
	Iteration 20F: 3 clusters Score -96882.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -96882.937500 Penalty: 2511.305664
	Iteration 21Q: 3 clusters Score -96882.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -96883.632812 Penalty: 2511.305664
	Iteration 22Q: 3 clusters Score -96883.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -96884.351562 Penalty: 2511.305664
	Iteration 23Q: 3 clusters Score -96884.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -96884.914062 Penalty: 2511.305664
	Iteration 24Q: 3 clusters Score -96884.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -96884.914062 Penalty: 2511.305664
	Iteration 25F: 3 clusters Score -96884.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Entering Unmasked Estep 
Score: -1063016.125000 Penalty: 1613.273682
	Iteration 0F: 2 clusters Score -1063016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1049009.500000 Penalty: 3226.547363
	Iteration 0F: 3 clusters Score -1049010 nChanged 9216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1054314.250000 Penalty: 3226.547363
	Iteration 1F: 3 clusters Score -1054314 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1054991.625000 Penalty: 3226.547363
	Iteration 2F: 3 clusters Score -1054992 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1055834.000000 Penalty: 3226.547363
	Iteration 3F: 3 clusters Score -1055834 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1056765.125000 Penalty: 3226.547363
	Iteration 4F: 3 clusters Score -1056765 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1057719.500000 Penalty: 3226.547363
	Iteration 5F: 3 clusters Score -1057720 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1058705.500000 Penalty: 3226.547363
	Iteration 6F: 3 clusters Score -1058706 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1059586.375000 Penalty: 3226.547363
	Iteration 7F: 3 clusters Score -1059586 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -1060264.375000 Penalty: 3226.547363
	Iteration 8Q: 3 clusters Score -1060264 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -1060711.875000 Penalty: 3226.547363
	Iteration 9Q: 3 clusters Score -1060712 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -1060960.250000 Penalty: 3226.547363
	Iteration 10Q: 3 clusters Score -1060960 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -1061102.375000 Penalty: 3226.547363
	Iteration 11Q: 3 clusters Score -1061102 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -1061225.250000 Penalty: 3226.547363
	Iteration 12Q: 3 clusters Score -1061225 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -1061327.500000 Penalty: 3226.547363
	Iteration 13Q: 3 clusters Score -1061328 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -1061400.375000 Penalty: 3226.547363
	Iteration 14Q: 3 clusters Score -1061400 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -1061463.375000 Penalty: 3226.547363
	Iteration 15Q: 3 clusters Score -1061463 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -1061519.250000 Penalty: 3226.547363
	Iteration 16Q: 3 clusters Score -1061519 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -1061567.875000 Penalty: 3226.547363
	Iteration 17Q: 3 clusters Score -1061568 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -1061618.750000 Penalty: 3226.547363
	Iteration 18Q: 3 clusters Score -1061619 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -1061672.250000 Penalty: 3226.547363
	Iteration 19Q: 3 clusters Score -1061672 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -1061718.000000 Penalty: 3226.547363
	Iteration 20F: 3 clusters Score -1061718 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -1061761.500000 Penalty: 3226.547363
	Iteration 21Q: 3 clusters Score -1061762 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -1061797.375000 Penalty: 3226.547363
	Iteration 22Q: 3 clusters Score -1061797 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -1061829.625000 Penalty: 3226.547363
	Iteration 23Q: 3 clusters Score -1061830 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -1061859.750000 Penalty: 3226.547363
	Iteration 24Q: 3 clusters Score -1061860 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -1061877.000000 Penalty: 3226.547363
	Iteration 25Q: 3 clusters Score -1061877 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -1061890.000000 Penalty: 3226.547363
	Iteration 26Q: 3 clusters Score -1061890 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -1061904.625000 Penalty: 3226.547363
	Iteration 27Q: 3 clusters Score -1061905 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -1061920.500000 Penalty: 3226.547363
	Iteration 28Q: 3 clusters Score -1061920 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -1061933.125000 Penalty: 3226.547363
	Iteration 29Q: 3 clusters Score -1061933 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -1061951.375000 Penalty: 3226.547363
	Iteration 30Q: 3 clusters Score -1061951 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -1061968.000000 Penalty: 3226.547363
	Iteration 31Q: 3 clusters Score -1061968 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -1061982.500000 Penalty: 3226.547363
	Iteration 32Q: 3 clusters Score -1061982 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -1062001.125000 Penalty: 3226.547363
	Iteration 33Q: 3 clusters Score -1062001 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -1062014.000000 Penalty: 3226.547363
	Iteration 34Q: 3 clusters Score -1062014 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -1062022.500000 Penalty: 3226.547363
	Iteration 35Q: 3 clusters Score -1062022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -1062031.375000 Penalty: 3226.547363
	Iteration 36Q: 3 clusters Score -1062031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -1062038.750000 Penalty: 3226.547363
	Iteration 37Q: 3 clusters Score -1062039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -1062041.000000 Penalty: 3226.547363
	Iteration 38Q: 3 clusters Score -1062041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -1062047.000000 Penalty: 3226.547363
	Iteration 39Q: 3 clusters Score -1062047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -1062048.125000 Penalty: 3226.547363
	Iteration 40F: 3 clusters Score -1062048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -1062050.125000 Penalty: 3226.547363
	Iteration 41Q: 3 clusters Score -1062050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -1062052.500000 Penalty: 3226.547363
	Iteration 42Q: 3 clusters Score -1062052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -1062052.750000 Penalty: 3226.547363
	Iteration 43Q: 3 clusters Score -1062053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -1062056.125000 Penalty: 3226.547363
	Iteration 44Q: 3 clusters Score -1062056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -1062056.125000 Penalty: 3226.547363
	Iteration 45Q: 3 clusters Score -1062056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -1062061.500000 Penalty: 3226.547363
	Iteration 46Q: 3 clusters Score -1062062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -1062065.625000 Penalty: 3226.547363
	Iteration 47Q: 3 clusters Score -1062066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -1062072.250000 Penalty: 3226.547363
	Iteration 48Q: 3 clusters Score -1062072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -1062073.125000 Penalty: 3226.547363
	Iteration 49Q: 3 clusters Score -1062073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -1062075.125000 Penalty: 3226.547363
	Iteration 50Q: 3 clusters Score -1062075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -1062076.000000 Penalty: 3226.547363
	Iteration 51Q: 3 clusters Score -1062076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -1062081.250000 Penalty: 3226.547363
	Iteration 52Q: 3 clusters Score -1062081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -1062082.375000 Penalty: 3226.547363
	Iteration 53Q: 3 clusters Score -1062082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -1062082.000000 Penalty: 3226.547363
	Iteration 54Q: 3 clusters Score -1062082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -1062083.625000 Penalty: 3226.547363
	Iteration 55Q: 3 clusters Score -1062084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -1062084.625000 Penalty: 3226.547363
	Iteration 56Q: 3 clusters Score -1062085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -1062084.625000 Penalty: 3226.547363
	Iteration 57F: 3 clusters Score -1062085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (40641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Entering Unmasked Estep 
Score: -2158432.250000 Penalty: 1724.536499
	Iteration 0F: 2 clusters Score -2158432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -2131156.500000 Penalty: 3449.072998
	Iteration 0F: 3 clusters Score -2131156 nChanged 18926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -2142096.000000 Penalty: 3449.072998
	Iteration 1F: 3 clusters Score -2142096 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -2142987.250000 Penalty: 3449.072998
	Iteration 2Q: 3 clusters Score -2142987 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -2144347.500000 Penalty: 3449.072998
	Iteration 3F: 3 clusters Score -2144348 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -2146209.250000 Penalty: 3449.072998
	Iteration 4F: 3 clusters Score -2146209 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -2148642.750000 Penalty: 3449.072998
	Iteration 5F: 3 clusters Score -2148643 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -2151393.000000 Penalty: 3449.072998
	Iteration 6F: 3 clusters Score -2151393 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -2154011.250000 Penalty: 3449.072998
	Iteration 7F: 3 clusters Score -2154011 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -2156005.250000 Penalty: 3449.072998
	Iteration 8F: 3 clusters Score -2156005 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -2156906.500000 Penalty: 3449.072998
	Iteration 9Q: 3 clusters Score -2156906 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -2157209.000000 Penalty: 3449.072998
	Iteration 10Q: 3 clusters Score -2157209 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -2157347.750000 Penalty: 3449.072998
	Iteration 11Q: 3 clusters Score -2157348 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -2157435.000000 Penalty: 3449.072998
	Iteration 12Q: 3 clusters Score -2157435 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -2157475.250000 Penalty: 3449.072998
	Iteration 13Q: 3 clusters Score -2157475 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -2157519.500000 Penalty: 3449.072998
	Iteration 14Q: 3 clusters Score -2157520 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -2157551.250000 Penalty: 3449.072998
	Iteration 15Q: 3 clusters Score -2157551 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -2157560.500000 Penalty: 3449.072998
	Iteration 16Q: 3 clusters Score -2157560 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -2157570.000000 Penalty: 3449.072998
	Iteration 17Q: 3 clusters Score -2157570 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -2157577.250000 Penalty: 3449.072998
	Iteration 18Q: 3 clusters Score -2157577 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -2157591.000000 Penalty: 3449.072998
	Iteration 19Q: 3 clusters Score -2157591 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -2157595.750000 Penalty: 3449.072998
	Iteration 20F: 3 clusters Score -2157596 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -2157615.000000 Penalty: 3449.072998
	Iteration 21Q: 3 clusters Score -2157615 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -2157638.750000 Penalty: 3449.072998
	Iteration 22Q: 3 clusters Score -2157639 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -2157648.750000 Penalty: 3449.072998
	Iteration 23Q: 3 clusters Score -2157649 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -2157669.500000 Penalty: 3449.072998
	Iteration 24Q: 3 clusters Score -2157670 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -2157690.250000 Penalty: 3449.072998
	Iteration 25Q: 3 clusters Score -2157690 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -2157700.250000 Penalty: 3449.072998
	Iteration 26Q: 3 clusters Score -2157700 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -2157720.000000 Penalty: 3449.072998
	Iteration 27Q: 3 clusters Score -2157720 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -2157731.750000 Penalty: 3449.072998
	Iteration 28Q: 3 clusters Score -2157732 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -2157754.250000 Penalty: 3449.072998
	Iteration 29Q: 3 clusters Score -2157754 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -2157781.500000 Penalty: 3449.072998
	Iteration 30Q: 3 clusters Score -2157782 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -2157800.500000 Penalty: 3449.072998
	Iteration 31Q: 3 clusters Score -2157800 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -2157824.750000 Penalty: 3449.072998
	Iteration 32Q: 3 clusters Score -2157825 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 29732 members 
Entering Unmasked Estep 
Score: -2157842.250000 Penalty: 3449.072998
	Iteration 33Q: 3 clusters Score -2157842 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -2157861.500000 Penalty: 3449.072998
	Iteration 34Q: 3 clusters Score -2157862 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -2157882.750000 Penalty: 3449.072998
	Iteration 35Q: 3 clusters Score -2157883 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -2157899.250000 Penalty: 3449.072998
	Iteration 36Q: 3 clusters Score -2157899 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -2157912.500000 Penalty: 3449.072998
	Iteration 37Q: 3 clusters Score -2157912 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -2157925.250000 Penalty: 3449.072998
	Iteration 38Q: 3 clusters Score -2157925 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -2157937.000000 Penalty: 3449.072998
	Iteration 39Q: 3 clusters Score -2157937 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -2157949.750000 Penalty: 3449.072998
	Iteration 40F: 3 clusters Score -2157950 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -2157955.500000 Penalty: 3449.072998
	Iteration 41Q: 3 clusters Score -2157956 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -2157967.250000 Penalty: 3449.072998
	Iteration 42Q: 3 clusters Score -2157967 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -2157983.500000 Penalty: 3449.072998
	Iteration 43Q: 3 clusters Score -2157984 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -2157998.000000 Penalty: 3449.072998
	Iteration 44Q: 3 clusters Score -2157998 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -2158006.250000 Penalty: 3449.072998
	Iteration 45Q: 3 clusters Score -2158006 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -2158024.000000 Penalty: 3449.072998
	Iteration 46Q: 3 clusters Score -2158024 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -2158036.250000 Penalty: 3449.072998
	Iteration 47Q: 3 clusters Score -2158036 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -2158047.250000 Penalty: 3449.072998
	Iteration 48Q: 3 clusters Score -2158047 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -2158065.250000 Penalty: 3449.072998
	Iteration 49Q: 3 clusters Score -2158065 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -2158077.250000 Penalty: 3449.072998
	Iteration 50Q: 3 clusters Score -2158077 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -2158091.500000 Penalty: 3449.072998
	Iteration 51Q: 3 clusters Score -2158092 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -2158101.250000 Penalty: 3449.072998
	Iteration 52Q: 3 clusters Score -2158101 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -2158112.250000 Penalty: 3449.072998
	Iteration 53Q: 3 clusters Score -2158112 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -2158124.750000 Penalty: 3449.072998
	Iteration 54Q: 3 clusters Score -2158125 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -2158142.500000 Penalty: 3449.072998
	Iteration 55Q: 3 clusters Score -2158142 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -2158149.500000 Penalty: 3449.072998
	Iteration 56Q: 3 clusters Score -2158150 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -2158157.750000 Penalty: 3449.072998
	Iteration 57Q: 3 clusters Score -2158158 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -2158167.000000 Penalty: 3449.072998
	Iteration 58Q: 3 clusters Score -2158167 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -2158182.250000 Penalty: 3449.072998
	Iteration 59Q: 3 clusters Score -2158182 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -2158182.500000 Penalty: 3449.072998
	Iteration 60F: 3 clusters Score -2158182 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
Score: -2158178.500000 Penalty: 3449.072998
	Iteration 61Q: 3 clusters Score -2158178 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -2158185.750000 Penalty: 3449.072998
	Iteration 62Q: 3 clusters Score -2158186 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -2158190.750000 Penalty: 3449.072998
	Iteration 63Q: 3 clusters Score -2158191 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -2158200.000000 Penalty: 3449.072998
	Iteration 64Q: 3 clusters Score -2158200 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -2158201.000000 Penalty: 3449.072998
	Iteration 65Q: 3 clusters Score -2158201 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -2158207.500000 Penalty: 3449.072998
	Iteration 66Q: 3 clusters Score -2158208 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -2158205.500000 Penalty: 3449.072998
	Iteration 67Q: 3 clusters Score -2158206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -2158204.750000 Penalty: 3449.072998
	Iteration 68Q: 3 clusters Score -2158205 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -2158215.500000 Penalty: 3449.072998
	Iteration 69Q: 3 clusters Score -2158216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -2158214.250000 Penalty: 3449.072998
	Iteration 70Q: 3 clusters Score -2158214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -2158213.750000 Penalty: 3449.072998
	Iteration 71Q: 3 clusters Score -2158214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -2158212.500000 Penalty: 3449.072998
	Iteration 72Q: 3 clusters Score -2158212 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -2158214.250000 Penalty: 3449.072998
	Iteration 73Q: 3 clusters Score -2158214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -2158220.250000 Penalty: 3449.072998
	Iteration 74Q: 3 clusters Score -2158220 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -2158222.000000 Penalty: 3449.072998
	Iteration 75Q: 3 clusters Score -2158222 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -2158221.000000 Penalty: 3449.072998
	Iteration 76Q: 3 clusters Score -2158221 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -2158224.250000 Penalty: 3449.072998
	Iteration 77Q: 3 clusters Score -2158224 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 33519 members 
Entering Unmasked Estep 
Score: -2158226.000000 Penalty: 3449.072998
	Iteration 78Q: 3 clusters Score -2158226 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -2158228.500000 Penalty: 3449.072998
	Iteration 79Q: 3 clusters Score -2158228 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -2158231.250000 Penalty: 3449.072998
	Iteration 80F: 3 clusters Score -2158231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -2158233.500000 Penalty: 3449.072998
	Iteration 81Q: 3 clusters Score -2158234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -2158233.000000 Penalty: 3449.072998
	Iteration 82Q: 3 clusters Score -2158233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -2158244.000000 Penalty: 3449.072998
	Iteration 83Q: 3 clusters Score -2158244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -2158242.500000 Penalty: 3449.072998
	Iteration 84Q: 3 clusters Score -2158242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -2158242.000000 Penalty: 3449.072998
	Iteration 85Q: 3 clusters Score -2158242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -2158239.000000 Penalty: 3449.072998
	Iteration 86Q: 3 clusters Score -2158239 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -2158241.750000 Penalty: 3449.072998
	Iteration 87Q: 3 clusters Score -2158242 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -2158250.250000 Penalty: 3449.072998
	Iteration 88Q: 3 clusters Score -2158250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -2158243.750000 Penalty: 3449.072998
	Iteration 89Q: 3 clusters Score -2158244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -2158251.500000 Penalty: 3449.072998
	Iteration 90Q: 3 clusters Score -2158252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -2158252.750000 Penalty: 3449.072998
	Iteration 91Q: 3 clusters Score -2158253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -2158252.000000 Penalty: 3449.072998
	Iteration 92Q: 3 clusters Score -2158252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -2158249.000000 Penalty: 3449.072998
	Iteration 93Q: 3 clusters Score -2158249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2158253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2158251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2158250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -2158249.000000 Penalty: 3449.072998
	Iteration 97Q: 3 clusters Score -2158249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
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Entering Unmasked Estep 
Score: -2158248.750000 Penalty: 3449.072998
	Iteration 98Q: 3 clusters Score -2158249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -2158252.000000 Penalty: 3449.072998
	Iteration 99Q: 3 clusters Score -2158252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -2158249.750000 Penalty: 3449.072998
	Iteration 100F: 3 clusters Score -2158250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -2158246.750000 Penalty: 3449.072998
	Iteration 101Q: 3 clusters Score -2158247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -2158248.000000 Penalty: 3449.072998
	Iteration 102Q: 3 clusters Score -2158248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2158249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2158252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -2158255.250000 Penalty: 3449.072998
	Iteration 105Q: 3 clusters Score -2158255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -2158257.000000 Penalty: 3449.072998
	Iteration 106Q: 3 clusters Score -2158257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -2158256.750000 Penalty: 3449.072998
	Iteration 107Q: 3 clusters Score -2158257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -2158254.250000 Penalty: 3449.072998
	Iteration 108Q: 3 clusters Score -2158254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -2158253.500000 Penalty: 3449.072998
	Iteration 109Q: 3 clusters Score -2158254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -2158255.250000 Penalty: 3449.072998
	Iteration 110Q: 3 clusters Score -2158255 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -2158258.750000 Penalty: 3449.072998
	Iteration 111Q: 3 clusters Score -2158259 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -2158254.500000 Penalty: 3449.072998
	Iteration 112Q: 3 clusters Score -2158254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -2158257.250000 Penalty: 3449.072998
	Iteration 113Q: 3 clusters Score -2158257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -2158261.250000 Penalty: 3449.072998
	Iteration 114Q: 3 clusters Score -2158261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -2158260.750000 Penalty: 3449.072998
	Iteration 115Q: 3 clusters Score -2158261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -2158261.000000 Penalty: 3449.072998
	Iteration 116Q: 3 clusters Score -2158261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -2158266.500000 Penalty: 3449.072998
	Iteration 117Q: 3 clusters Score -2158266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -2158265.000000 Penalty: 3449.072998
	Iteration 118Q: 3 clusters Score -2158265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -2158265.750000 Penalty: 3449.072998
	Iteration 119Q: 3 clusters Score -2158266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -2158263.500000 Penalty: 3449.072998
	Iteration 120F: 3 clusters Score -2158264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
Score: -2158263.250000 Penalty: 3449.072998
	Iteration 121Q: 3 clusters Score -2158263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -2158258.000000 Penalty: 3449.072998
	Iteration 122Q: 3 clusters Score -2158258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -2158258.750000 Penalty: 3449.072998
	Iteration 123Q: 3 clusters Score -2158259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -2158257.250000 Penalty: 3449.072998
	Iteration 124Q: 3 clusters Score -2158257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -2158257.500000 Penalty: 3449.072998
	Iteration 125Q: 3 clusters Score -2158258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -2158254.750000 Penalty: 3449.072998
	Iteration 126Q: 3 clusters Score -2158255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -2158257.000000 Penalty: 3449.072998
	Iteration 127Q: 3 clusters Score -2158257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -2158258.500000 Penalty: 3449.072998
	Iteration 128Q: 3 clusters Score -2158258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -2158259.250000 Penalty: 3449.072998
	Iteration 129Q: 3 clusters Score -2158259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -2158258.750000 Penalty: 3449.072998
	Iteration 130Q: 3 clusters Score -2158259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -2158262.500000 Penalty: 3449.072998
	Iteration 131Q: 3 clusters Score -2158262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -2158260.000000 Penalty: 3449.072998
	Iteration 132Q: 3 clusters Score -2158260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -2158261.000000 Penalty: 3449.072998
	Iteration 133Q: 3 clusters Score -2158261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -2158261.500000 Penalty: 3449.072998
	Iteration 134Q: 3 clusters Score -2158262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -2158261.000000 Penalty: 3449.072998
	Iteration 135Q: 3 clusters Score -2158261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -2158261.000000 Penalty: 3449.072998
	Iteration 136Q: 3 clusters Score -2158261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -2158264.500000 Penalty: 3449.072998
	Iteration 137Q: 3 clusters Score -2158264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
Score: -2158264.500000 Penalty: 3449.072998
	Iteration 138Q: 3 clusters Score -2158264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -2158263.000000 Penalty: 3449.072998
	Iteration 139Q: 3 clusters Score -2158263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -2158264.750000 Penalty: 3449.072998
	Iteration 140F: 3 clusters Score -2158265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -2158263.500000 Penalty: 3449.072998
	Iteration 141Q: 3 clusters Score -2158264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -2158263.250000 Penalty: 3449.072998
	Iteration 142Q: 3 clusters Score -2158263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -2158264.750000 Penalty: 3449.072998
	Iteration 143Q: 3 clusters Score -2158265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -2158264.250000 Penalty: 3449.072998
	Iteration 144Q: 3 clusters Score -2158264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -2158265.500000 Penalty: 3449.072998
	Iteration 145Q: 3 clusters Score -2158266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -2158271.750000 Penalty: 3449.072998
	Iteration 146Q: 3 clusters Score -2158272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 34345 members 
Entering Unmasked Estep 
Score: -2158280.000000 Penalty: 3449.072998
	Iteration 147Q: 3 clusters Score -2158280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -2158278.000000 Penalty: 3449.072998
	Iteration 148Q: 3 clusters Score -2158278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -2158278.000000 Penalty: 3449.072998
	Iteration 149Q: 3 clusters Score -2158278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -2158277.000000 Penalty: 3449.072998
	Iteration 150Q: 3 clusters Score -2158277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -2158277.000000 Penalty: 3449.072998
	Iteration 151Q: 3 clusters Score -2158277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -2158276.000000 Penalty: 3449.072998
	Iteration 152Q: 3 clusters Score -2158276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -2158275.750000 Penalty: 3449.072998
	Iteration 153Q: 3 clusters Score -2158276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -2158279.500000 Penalty: 3449.072998
	Iteration 154Q: 3 clusters Score -2158280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -2158280.000000 Penalty: 3449.072998
	Iteration 155Q: 3 clusters Score -2158280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -2158282.750000 Penalty: 3449.072998
	Iteration 156Q: 3 clusters Score -2158283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -2158278.500000 Penalty: 3449.072998
	Iteration 157Q: 3 clusters Score -2158278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -2158278.500000 Penalty: 3449.072998
	Iteration 158Q: 3 clusters Score -2158278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -2158278.750000 Penalty: 3449.072998
	Iteration 159Q: 3 clusters Score -2158279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -2158279.750000 Penalty: 3449.072998
	Iteration 160F: 3 clusters Score -2158280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -2158280.250000 Penalty: 3449.072998
	Iteration 161Q: 3 clusters Score -2158280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -2158283.750000 Penalty: 3449.072998
	Iteration 162Q: 3 clusters Score -2158284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -2158285.250000 Penalty: 3449.072998
	Iteration 163Q: 3 clusters Score -2158285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -2158288.250000 Penalty: 3449.072998
	Iteration 164Q: 3 clusters Score -2158288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -2158287.750000 Penalty: 3449.072998
	Iteration 165Q: 3 clusters Score -2158288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -2158287.500000 Penalty: 3449.072998
	Iteration 166Q: 3 clusters Score -2158288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -2158292.500000 Penalty: 3449.072998
	Iteration 167Q: 3 clusters Score -2158292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -2158293.000000 Penalty: 3449.072998
	Iteration 168Q: 3 clusters Score -2158293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -2158291.750000 Penalty: 3449.072998
	Iteration 169Q: 3 clusters Score -2158292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -2158292.250000 Penalty: 3449.072998
	Iteration 170Q: 3 clusters Score -2158292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -2158290.000000 Penalty: 3449.072998
	Iteration 171Q: 3 clusters Score -2158290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -2158288.750000 Penalty: 3449.072998
	Iteration 172Q: 3 clusters Score -2158289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -2158287.250000 Penalty: 3449.072998
	Iteration 173Q: 3 clusters Score -2158287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -2158288.000000 Penalty: 3449.072998
	Iteration 174Q: 3 clusters Score -2158288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -2158288.000000 Penalty: 3449.072998
	Iteration 175F: 3 clusters Score -2158288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Entering Unmasked Estep 
Score: -605047.500000 Penalty: 1529.086792
	Iteration 0F: 2 clusters Score -605047.5 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 6106 members 
Entering Unmasked Estep 
Score: -596528.687500 Penalty: 3058.173584
	Iteration 0F: 3 clusters Score -596528.7 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -599305.000000 Penalty: 3058.173584
	Iteration 1F: 3 clusters Score -599305 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -599551.437500 Penalty: 3058.173584
	Iteration 2F: 3 clusters Score -599551.4 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -599728.562500 Penalty: 3058.173584
	Iteration 3Q: 3 clusters Score -599728.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -599892.187500 Penalty: 3058.173584
	Iteration 4Q: 3 clusters Score -599892.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -600042.562500 Penalty: 3058.173584
	Iteration 5Q: 3 clusters Score -600042.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -600170.375000 Penalty: 3058.173584
	Iteration 6Q: 3 clusters Score -600170.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -600289.125000 Penalty: 3058.173584
	Iteration 7Q: 3 clusters Score -600289.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -600416.312500 Penalty: 3058.173584
	Iteration 8Q: 3 clusters Score -600416.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -600571.375000 Penalty: 3058.173584
	Iteration 9Q: 3 clusters Score -600571.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -600775.375000 Penalty: 3058.173584
	Iteration 10Q: 3 clusters Score -600775.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -601023.062500 Penalty: 3058.173584
	Iteration 11Q: 3 clusters Score -601023.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -601302.625000 Penalty: 3058.173584
	Iteration 12Q: 3 clusters Score -601302.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -601590.312500 Penalty: 3058.173584
	Iteration 13Q: 3 clusters Score -601590.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -601855.625000 Penalty: 3058.173584
	Iteration 14Q: 3 clusters Score -601855.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -602153.250000 Penalty: 3058.173584
	Iteration 15Q: 3 clusters Score -602153.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -602541.875000 Penalty: 3058.173584
	Iteration 16Q: 3 clusters Score -602541.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -602967.062500 Penalty: 3058.173584
	Iteration 17Q: 3 clusters Score -602967.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -603275.375000 Penalty: 3058.173584
	Iteration 18Q: 3 clusters Score -603275.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -603415.750000 Penalty: 3058.173584
	Iteration 19Q: 3 clusters Score -603415.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -603504.000000 Penalty: 3058.173584
	Iteration 20F: 3 clusters Score -603504 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -603556.125000 Penalty: 3058.173584
	Iteration 21Q: 3 clusters Score -603556.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -603589.750000 Penalty: 3058.173584
	Iteration 22Q: 3 clusters Score -603589.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -603614.750000 Penalty: 3058.173584
	Iteration 23Q: 3 clusters Score -603614.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -603631.062500 Penalty: 3058.173584
	Iteration 24Q: 3 clusters Score -603631.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -603637.812500 Penalty: 3058.173584
	Iteration 25Q: 3 clusters Score -603637.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -603644.812500 Penalty: 3058.173584
	Iteration 26Q: 3 clusters Score -603644.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -603650.000000 Penalty: 3058.173584
	Iteration 27Q: 3 clusters Score -603650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -603653.000000 Penalty: 3058.173584
	Iteration 28Q: 3 clusters Score -603653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -603653.687500 Penalty: 3058.173584
	Iteration 29Q: 3 clusters Score -603653.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -603654.437500 Penalty: 3058.173584
	Iteration 30Q: 3 clusters Score -603654.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -603656.187500 Penalty: 3058.173584
	Iteration 31Q: 3 clusters Score -603656.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -603657.875000 Penalty: 3058.173584
	Iteration 32Q: 3 clusters Score -603657.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -603658.875000 Penalty: 3058.173584
	Iteration 33Q: 3 clusters Score -603658.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -603659.250000 Penalty: 3058.173584
	Iteration 34Q: 3 clusters Score -603659.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -603659.125000 Penalty: 3058.173584
	Iteration 35Q: 3 clusters Score -603659.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -603659.312500 Penalty: 3058.173584
	Iteration 36Q: 3 clusters Score -603659.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -603658.562500 Penalty: 3058.173584
	Iteration 37Q: 3 clusters Score -603658.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -603658.562500 Penalty: 3058.173584
	Iteration 38F: 3 clusters Score -603658.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Entering Unmasked Estep 
Score: -388509.281250 Penalty: 1444.579834
	Iteration 0F: 2 clusters Score -388509.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -383033.156250 Penalty: 2889.159668
	Iteration 0F: 3 clusters Score -383033.2 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -384668.906250 Penalty: 2889.159668
	Iteration 1F: 3 clusters Score -384668.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -384851.718750 Penalty: 2889.159668
	Iteration 2F: 3 clusters Score -384851.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -384991.968750 Penalty: 2889.159668
	Iteration 3Q: 3 clusters Score -384992 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -385089.781250 Penalty: 2889.159668
	Iteration 4Q: 3 clusters Score -385089.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -385178.687500 Penalty: 2889.159668
	Iteration 5Q: 3 clusters Score -385178.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -385260.843750 Penalty: 2889.159668
	Iteration 6Q: 3 clusters Score -385260.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -385333.343750 Penalty: 2889.159668
	Iteration 7Q: 3 clusters Score -385333.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -385414.812500 Penalty: 2889.159668
	Iteration 8Q: 3 clusters Score -385414.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -385506.812500 Penalty: 2889.159668
	Iteration 9Q: 3 clusters Score -385506.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -385619.687500 Penalty: 2889.159668
	Iteration 10Q: 3 clusters Score -385619.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -385759.875000 Penalty: 2889.159668
	Iteration 11Q: 3 clusters Score -385759.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -385934.093750 Penalty: 2889.159668
	Iteration 12Q: 3 clusters Score -385934.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -386126.093750 Penalty: 2889.159668
	Iteration 13Q: 3 clusters Score -386126.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -386326.625000 Penalty: 2889.159668
	Iteration 14Q: 3 clusters Score -386326.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -386547.531250 Penalty: 2889.159668
	Iteration 15Q: 3 clusters Score -386547.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -386736.437500 Penalty: 2889.159668
	Iteration 16Q: 3 clusters Score -386736.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -386892.031250 Penalty: 2889.159668
	Iteration 17Q: 3 clusters Score -386892 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -386996.343750 Penalty: 2889.159668
	Iteration 18Q: 3 clusters Score -386996.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -387069.687500 Penalty: 2889.159668
	Iteration 19Q: 3 clusters Score -387069.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -387126.906250 Penalty: 2889.159668
	Iteration 20F: 3 clusters Score -387126.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -387171.312500 Penalty: 2889.159668
	Iteration 21Q: 3 clusters Score -387171.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -387195.218750 Penalty: 2889.159668
	Iteration 22Q: 3 clusters Score -387195.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -387209.625000 Penalty: 2889.159668
	Iteration 23Q: 3 clusters Score -387209.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -387222.312500 Penalty: 2889.159668
	Iteration 24Q: 3 clusters Score -387222.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -387231.656250 Penalty: 2889.159668
	Iteration 25Q: 3 clusters Score -387231.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -387243.312500 Penalty: 2889.159668
	Iteration 26Q: 3 clusters Score -387243.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -387245.562500 Penalty: 2889.159668
	Iteration 27Q: 3 clusters Score -387245.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -387247.156250 Penalty: 2889.159668
	Iteration 28Q: 3 clusters Score -387247.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -387248.468750 Penalty: 2889.159668
	Iteration 29Q: 3 clusters Score -387248.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -387252.250000 Penalty: 2889.159668
	Iteration 30Q: 3 clusters Score -387252.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -387255.093750 Penalty: 2889.159668
	Iteration 31Q: 3 clusters Score -387255.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -387257.468750 Penalty: 2889.159668
	Iteration 32Q: 3 clusters Score -387257.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -387258.656250 Penalty: 2889.159668
	Iteration 33Q: 3 clusters Score -387258.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -387258.437500 Penalty: 2889.159668
	Iteration 34Q: 3 clusters Score -387258.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -387260.531250 Penalty: 2889.159668
	Iteration 35Q: 3 clusters Score -387260.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -387261.125000 Penalty: 2889.159668
	Iteration 36Q: 3 clusters Score -387261.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -387261.281250 Penalty: 2889.159668
	Iteration 37Q: 3 clusters Score -387261.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -387261.968750 Penalty: 2889.159668
	Iteration 38Q: 3 clusters Score -387262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -387263.531250 Penalty: 2889.159668
	Iteration 39Q: 3 clusters Score -387263.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -387264.343750 Penalty: 2889.159668
	Iteration 40F: 3 clusters Score -387264.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (152780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152780 members 
Entering Unmasked Estep 
Score: -8096788.500000 Penalty: 1939.722534
	Iteration 0F: 2 clusters Score -8096788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76268 members 
Mstep: Class 2 contains 76512 members 
Entering Unmasked Estep 
Score: -7993969.500000 Penalty: 3879.445068
	Iteration 0F: 3 clusters Score -7993970 nChanged 73758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73480 members 
Mstep: Class 2 contains 79300 members 
Entering Unmasked Estep 
Score: -8037672.500000 Penalty: 3879.445068
	Iteration 1F: 3 clusters Score -8037672 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71631 members 
Mstep: Class 2 contains 81149 members 
Entering Unmasked Estep 
Score: -8038934.000000 Penalty: 3879.445068
	Iteration 2Q: 3 clusters Score -8038934 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68759 members 
Mstep: Class 2 contains 84021 members 
Entering Unmasked Estep 
Score: -8040679.500000 Penalty: 3879.445068
	Iteration 3Q: 3 clusters Score -8040680 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64489 members 
Mstep: Class 2 contains 88291 members 
Entering Unmasked Estep 
Score: -8043478.500000 Penalty: 3879.445068
	Iteration 4Q: 3 clusters Score -8043478 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58473 members 
Mstep: Class 2 contains 94307 members 
Entering Unmasked Estep 
Score: -8047570.500000 Penalty: 3879.445068
	Iteration 5F: 3 clusters Score -8047570 nChanged 9280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50691 members 
Mstep: Class 2 contains 102089 members 
Entering Unmasked Estep 
Score: -8053281.000000 Penalty: 3879.445068
	Iteration 6F: 3 clusters Score -8053281 nChanged 10190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 111455 members 
Entering Unmasked Estep 
Score: -8060213.000000 Penalty: 3879.445068
	Iteration 7F: 3 clusters Score -8060213 nChanged 10539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 121714 members 
Entering Unmasked Estep 
Score: -8068041.500000 Penalty: 3879.445068
	Iteration 8F: 3 clusters Score -8068042 nChanged 10296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 131966 members 
Entering Unmasked Estep 
Score: -8076494.000000 Penalty: 3879.445068
	Iteration 9F: 3 clusters Score -8076494 nChanged 8956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 140922 members 
Entering Unmasked Estep 
Score: -8084409.500000 Penalty: 3879.445068
	Iteration 10F: 3 clusters Score -8084410 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 147164 members 
Entering Unmasked Estep 
Score: -8090070.500000 Penalty: 3879.445068
	Iteration 11Q: 3 clusters Score -8090070 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 150534 members 
Entering Unmasked Estep 
Score: -8093005.000000 Penalty: 3879.445068
	Iteration 12Q: 3 clusters Score -8093005 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 151904 members 
Entering Unmasked Estep 
Score: -8094247.000000 Penalty: 3879.445068
	Iteration 13Q: 3 clusters Score -8094247 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 152378 members 
Entering Unmasked Estep 
Score: -8094750.000000 Penalty: 3879.445068
	Iteration 14Q: 3 clusters Score -8094750 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 152522 members 
Entering Unmasked Estep 
Score: -8094924.000000 Penalty: 3879.445068
	Iteration 15Q: 3 clusters Score -8094924 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 152559 members 
Entering Unmasked Estep 
Score: -8094983.000000 Penalty: 3879.445068
	Iteration 16Q: 3 clusters Score -8094983 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 152577 members 
Entering Unmasked Estep 
Score: -8095004.000000 Penalty: 3879.445068
	Iteration 17Q: 3 clusters Score -8095004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 152594 members 
Entering Unmasked Estep 
Score: -8095031.500000 Penalty: 3879.445068
	Iteration 18Q: 3 clusters Score -8095032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 152602 members 
Entering Unmasked Estep 
Score: -8095053.500000 Penalty: 3879.445068
	Iteration 19Q: 3 clusters Score -8095054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 152605 members 
Entering Unmasked Estep 
Score: -8095062.500000 Penalty: 3879.445068
	Iteration 20F: 3 clusters Score -8095062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 152608 members 
Entering Unmasked Estep 
Score: -8095069.500000 Penalty: 3879.445068
	Iteration 21Q: 3 clusters Score -8095070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 152611 members 
Entering Unmasked Estep 
Score: -8095077.000000 Penalty: 3879.445068
	Iteration 22Q: 3 clusters Score -8095077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 152614 members 
Entering Unmasked Estep 
Score: -8095069.000000 Penalty: 3879.445068
	Iteration 23Q: 3 clusters Score -8095069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 152615 members 
Entering Unmasked Estep 
Score: -8095070.500000 Penalty: 3879.445068
	Iteration 24Q: 3 clusters Score -8095070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 152615 members 
Entering Unmasked Estep 
Score: -8095070.500000 Penalty: 3879.445068
	Iteration 25F: 3 clusters Score -8095070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Entering Unmasked Estep 
Score: -1604784.125000 Penalty: 1676.020630
	Iteration 0F: 2 clusters Score -1604784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1584554.625000 Penalty: 3352.041260
	Iteration 0F: 3 clusters Score -1584555 nChanged 13866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -1592061.625000 Penalty: 3352.041260
	Iteration 1F: 3 clusters Score -1592062 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -1592412.000000 Penalty: 3352.041260
	Iteration 2Q: 3 clusters Score -1592412 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -1592740.500000 Penalty: 3352.041260
	Iteration 3Q: 3 clusters Score -1592740 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -1593097.750000 Penalty: 3352.041260
	Iteration 4Q: 3 clusters Score -1593098 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -1593508.250000 Penalty: 3352.041260
	Iteration 5Q: 3 clusters Score -1593508 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -1594001.125000 Penalty: 3352.041260
	Iteration 6Q: 3 clusters Score -1594001 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -1594610.750000 Penalty: 3352.041260
	Iteration 7Q: 3 clusters Score -1594611 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -1595389.125000 Penalty: 3352.041260
	Iteration 8Q: 3 clusters Score -1595389 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -1596448.000000 Penalty: 3352.041260
	Iteration 9F: 3 clusters Score -1596448 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -1597595.250000 Penalty: 3352.041260
	Iteration 10F: 3 clusters Score -1597595 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -1598407.250000 Penalty: 3352.041260
	Iteration 11F: 3 clusters Score -1598407 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -1598800.250000 Penalty: 3352.041260
	Iteration 12Q: 3 clusters Score -1598800 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -1598954.875000 Penalty: 3352.041260
	Iteration 13Q: 3 clusters Score -1598955 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -1599023.625000 Penalty: 3352.041260
	Iteration 14Q: 3 clusters Score -1599024 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -1599077.875000 Penalty: 3352.041260
	Iteration 15Q: 3 clusters Score -1599078 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -1599127.125000 Penalty: 3352.041260
	Iteration 16Q: 3 clusters Score -1599127 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -1599179.250000 Penalty: 3352.041260
	Iteration 17Q: 3 clusters Score -1599179 nChanged 284
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -1599242.250000 Penalty: 3352.041260
	Iteration 18Q: 3 clusters Score -1599242 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -1599291.875000 Penalty: 3352.041260
	Iteration 19Q: 3 clusters Score -1599292 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -1599333.875000 Penalty: 3352.041260
	Iteration 20F: 3 clusters Score -1599334 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -1599378.875000 Penalty: 3352.041260
	Iteration 21Q: 3 clusters Score -1599379 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -1599431.625000 Penalty: 3352.041260
	Iteration 22Q: 3 clusters Score -1599432 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -1599491.625000 Penalty: 3352.041260
	Iteration 23Q: 3 clusters Score -1599492 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -1599571.125000 Penalty: 3352.041260
	Iteration 24Q: 3 clusters Score -1599571 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -1599647.375000 Penalty: 3352.041260
	Iteration 25Q: 3 clusters Score -1599647 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1599708 nChanged 317
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1599789 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1599866 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -1599945.000000 Penalty: 3352.041260
	Iteration 29Q: 3 clusters Score -1599945 nChanged 345
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -1600039.500000 Penalty: 3352.041260
	Iteration 30Q: 3 clusters Score -1600040 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -1600137.500000 Penalty: 3352.041260
	Iteration 31Q: 3 clusters Score -1600138 nChanged 373
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -1600239.500000 Penalty: 3352.041260
	Iteration 32Q: 3 clusters Score -1600240 nChanged 409
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -1600381.625000 Penalty: 3352.041260
	Iteration 33Q: 3 clusters Score -1600382 nChanged 395
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -1600513.250000 Penalty: 3352.041260
	Iteration 34Q: 3 clusters Score -1600513 nChanged 400
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1600653 nChanged 423
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1600804 nChanged 450
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -1600971.250000 Penalty: 3352.041260
	Iteration 37Q: 3 clusters Score -1600971 nChanged 424
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -1601130.875000 Penalty: 3352.041260
	Iteration 38Q: 3 clusters Score -1601131 nChanged 438
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -1601288.375000 Penalty: 3352.041260
	Iteration 39Q: 3 clusters Score -1601288 nChanged 424
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -1601458.250000 Penalty: 3352.041260
	Iteration 40F: 3 clusters Score -1601458 nChanged 411
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -1601618.500000 Penalty: 3352.041260
	Iteration 41Q: 3 clusters Score -1601618 nChanged 390
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -1601750.875000 Penalty: 3352.041260
	Iteration 42Q: 3 clusters Score -1601751 nChanged 355
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Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1601887 nChanged 331
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -1602002.500000 Penalty: 3352.041260
	Iteration 44Q: 3 clusters Score -1602002 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1602115 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -1602222.000000 Penalty: 3352.041260
	Iteration 46Q: 3 clusters Score -1602222 nChanged 291
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -1602316.125000 Penalty: 3352.041260
	Iteration 47Q: 3 clusters Score -1602316 nChanged 272
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -1602414.250000 Penalty: 3352.041260
	Iteration 48Q: 3 clusters Score -1602414 nChanged 243
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -1602508.125000 Penalty: 3352.041260
	Iteration 49Q: 3 clusters Score -1602508 nChanged 250
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -1602589.875000 Penalty: 3352.041260
	Iteration 50Q: 3 clusters Score -1602590 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -1602657.750000 Penalty: 3352.041260
	Iteration 51Q: 3 clusters Score -1602658 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -1602711.250000 Penalty: 3352.041260
	Iteration 52Q: 3 clusters Score -1602711 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -1602763.750000 Penalty: 3352.041260
	Iteration 53Q: 3 clusters Score -1602764 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -1602808.625000 Penalty: 3352.041260
	Iteration 54Q: 3 clusters Score -1602809 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -1602852.250000 Penalty: 3352.041260
	Iteration 55Q: 3 clusters Score -1602852 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -1602893.625000 Penalty: 3352.041260
	Iteration 56Q: 3 clusters Score -1602894 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -1602931.750000 Penalty: 3352.041260
	Iteration 57Q: 3 clusters Score -1602932 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -1602970.000000 Penalty: 3352.041260
	Iteration 58Q: 3 clusters Score -1602970 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -1602992.750000 Penalty: 3352.041260
	Iteration 59Q: 3 clusters Score -1602993 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -1603029.375000 Penalty: 3352.041260
	Iteration 60F: 3 clusters Score -1603029 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -1603072.125000 Penalty: 3352.041260
	Iteration 61Q: 3 clusters Score -1603072 nChanged 105
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -1603100.500000 Penalty: 3352.041260
	Iteration 62Q: 3 clusters Score -1603100 nChanged 93
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Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -1603142.000000 Penalty: 3352.041260
	Iteration 63Q: 3 clusters Score -1603142 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -1603173.750000 Penalty: 3352.041260
	Iteration 64Q: 3 clusters Score -1603174 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -1603209.875000 Penalty: 3352.041260
	Iteration 65Q: 3 clusters Score -1603210 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -1603228.875000 Penalty: 3352.041260
	Iteration 66Q: 3 clusters Score -1603229 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -1603244.625000 Penalty: 3352.041260
	Iteration 67Q: 3 clusters Score -1603245 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -1603266.500000 Penalty: 3352.041260
	Iteration 68Q: 3 clusters Score -1603266 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -1603277.250000 Penalty: 3352.041260
	Iteration 69Q: 3 clusters Score -1603277 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -1603300.375000 Penalty: 3352.041260
	Iteration 70Q: 3 clusters Score -1603300 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -1603316.750000 Penalty: 3352.041260
	Iteration 71Q: 3 clusters Score -1603317 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -1603329.750000 Penalty: 3352.041260
	Iteration 72Q: 3 clusters Score -1603330 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -1603339.500000 Penalty: 3352.041260
	Iteration 73Q: 3 clusters Score -1603340 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -1603352.250000 Penalty: 3352.041260
	Iteration 74Q: 3 clusters Score -1603352 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -1603360.875000 Penalty: 3352.041260
	Iteration 75Q: 3 clusters Score -1603361 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -1603364.500000 Penalty: 3352.041260
	Iteration 76Q: 3 clusters Score -1603364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1603365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -1603372.000000 Penalty: 3352.041260
	Iteration 78Q: 3 clusters Score -1603372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -1603380.250000 Penalty: 3352.041260
	Iteration 79Q: 3 clusters Score -1603380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -1603382.500000 Penalty: 3352.041260
	Iteration 80F: 3 clusters Score -1603382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -1603384.375000 Penalty: 3352.041260
	Iteration 81Q: 3 clusters Score -1603384 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -1603385.875000 Penalty: 3352.041260
	Iteration 82Q: 3 clusters Score -1603386 nChanged 4
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Mstep: Class 1 contains 901 members 
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Score: -1603388.125000 Penalty: 3352.041260
	Iteration 83Q: 3 clusters Score -1603388 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -1603391.000000 Penalty: 3352.041260
	Iteration 84Q: 3 clusters Score -1603391 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1603392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1603392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1603394 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1603394 nChanged 4
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Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1603398 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1603398 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1603396 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1603397 nChanged 4
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Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -1603399.875000 Penalty: 3352.041260
	Iteration 93Q: 3 clusters Score -1603400 nChanged 5
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Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -1603403.000000 Penalty: 3352.041260
	Iteration 94Q: 3 clusters Score -1603403 nChanged 3
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Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1603404 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1603403 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 847 members 
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Entering Unmasked Estep 
Score: -1603402.750000 Penalty: 3352.041260
	Iteration 97Q: 3 clusters Score -1603403 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1603404 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -1603405.500000 Penalty: 3352.041260
	Iteration 99Q: 3 clusters Score -1603406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -1603404.125000 Penalty: 3352.041260
	Iteration 100F: 3 clusters Score -1603404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -1603403.375000 Penalty: 3352.041260
	Iteration 101Q: 3 clusters Score -1603403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -1603404.250000 Penalty: 3352.041260
	Iteration 102Q: 3 clusters Score -1603404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -1603404.250000 Penalty: 3352.041260
	Iteration 103F: 3 clusters Score -1603404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Entering Unmasked Estep 
Score: -384340.281250 Penalty: 1445.428467
	Iteration 0F: 2 clusters Score -384340.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -378927.281250 Penalty: 2890.856934
	Iteration 0F: 3 clusters Score -378927.3 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -380597.500000 Penalty: 2890.856934
	Iteration 1F: 3 clusters Score -380597.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -380804.062500 Penalty: 2890.856934
	Iteration 2F: 3 clusters Score -380804.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -380949.843750 Penalty: 2890.856934
	Iteration 3Q: 3 clusters Score -380949.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -381036.968750 Penalty: 2890.856934
	Iteration 4Q: 3 clusters Score -381037 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -381096.062500 Penalty: 2890.856934
	Iteration 5Q: 3 clusters Score -381096.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -381138.687500 Penalty: 2890.856934
	Iteration 6Q: 3 clusters Score -381138.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -381181.812500 Penalty: 2890.856934
	Iteration 7Q: 3 clusters Score -381181.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -381234.500000 Penalty: 2890.856934
	Iteration 8Q: 3 clusters Score -381234.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -381288.312500 Penalty: 2890.856934
	Iteration 9Q: 3 clusters Score -381288.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -381347.031250 Penalty: 2890.856934
	Iteration 10Q: 3 clusters Score -381347 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -381405.375000 Penalty: 2890.856934
	Iteration 11Q: 3 clusters Score -381405.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -381469.656250 Penalty: 2890.856934
	Iteration 12Q: 3 clusters Score -381469.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -381550.062500 Penalty: 2890.856934
	Iteration 13Q: 3 clusters Score -381550.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -381640.093750 Penalty: 2890.856934
	Iteration 14Q: 3 clusters Score -381640.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -381741.031250 Penalty: 2890.856934
	Iteration 15Q: 3 clusters Score -381741 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -381842.906250 Penalty: 2890.856934
	Iteration 16Q: 3 clusters Score -381842.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -381965.125000 Penalty: 2890.856934
	Iteration 17Q: 3 clusters Score -381965.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -382096.687500 Penalty: 2890.856934
	Iteration 18Q: 3 clusters Score -382096.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -382250.625000 Penalty: 2890.856934
	Iteration 19Q: 3 clusters Score -382250.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -382391.593750 Penalty: 2890.856934
	Iteration 20F: 3 clusters Score -382391.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -382540.906250 Penalty: 2890.856934
	Iteration 21Q: 3 clusters Score -382540.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -382656.562500 Penalty: 2890.856934
	Iteration 22Q: 3 clusters Score -382656.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -382745.968750 Penalty: 2890.856934
	Iteration 23Q: 3 clusters Score -382746 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -382829.312500 Penalty: 2890.856934
	Iteration 24Q: 3 clusters Score -382829.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -382888.625000 Penalty: 2890.856934
	Iteration 25Q: 3 clusters Score -382888.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -382944.875000 Penalty: 2890.856934
	Iteration 26Q: 3 clusters Score -382944.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -382998.281250 Penalty: 2890.856934
	Iteration 27Q: 3 clusters Score -382998.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -383029.843750 Penalty: 2890.856934
	Iteration 28Q: 3 clusters Score -383029.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -383056.812500 Penalty: 2890.856934
	Iteration 29Q: 3 clusters Score -383056.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -383072.562500 Penalty: 2890.856934
	Iteration 30Q: 3 clusters Score -383072.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -383085.031250 Penalty: 2890.856934
	Iteration 31Q: 3 clusters Score -383085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -383095.625000 Penalty: 2890.856934
	Iteration 32Q: 3 clusters Score -383095.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -383097.562500 Penalty: 2890.856934
	Iteration 33Q: 3 clusters Score -383097.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -383098.406250 Penalty: 2890.856934
	Iteration 34Q: 3 clusters Score -383098.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -383098.687500 Penalty: 2890.856934
	Iteration 35Q: 3 clusters Score -383098.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -383099.281250 Penalty: 2890.856934
	Iteration 36Q: 3 clusters Score -383099.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -383099.687500 Penalty: 2890.856934
	Iteration 37Q: 3 clusters Score -383099.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -383100.250000 Penalty: 2890.856934
	Iteration 38Q: 3 clusters Score -383100.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -383100.250000 Penalty: 2890.856934
	Iteration 39F: 3 clusters Score -383100.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41047 members 
Mstep: Class 3 contains 7482 members 
Mstep: Class 4 contains 2661 members 
Mstep: Class 5 contains 207019 members 
Mstep: Class 6 contains 40774 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 20493 members 
Mstep: Class 10 contains 40641 members 
Mstep: Class 11 contains 12207 members 
Mstep: Class 12 contains 7257 members 
Mstep: Class 13 contains 152780 members 
Mstep: Class 14 contains 30151 members 
Mstep: Class 15 contains 7295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092006.000000 Penalty: 32375.896484
Iteration 319Q: 16 clusters Score -2.909201e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41047 members 
Mstep: Class 3 contains 7482 members 
Mstep: Class 4 contains 2661 members 
Mstep: Class 5 contains 207018 members 
Mstep: Class 6 contains 40775 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 20493 members 
Mstep: Class 10 contains 40641 members 
Mstep: Class 11 contains 12204 members 
Mstep: Class 12 contains 7260 members 
Mstep: Class 13 contains 152780 members 
Mstep: Class 14 contains 30151 members 
Mstep: Class 15 contains 7295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092018.000000 Penalty: 32375.896484
Iteration 320F: 16 clusters Score -2.909202e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41049 members 
Mstep: Class 3 contains 7482 members 
Mstep: Class 4 contains 2661 members 
Mstep: Class 5 contains 207011 members 
Mstep: Class 6 contains 40775 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 20493 members 
Mstep: Class 10 contains 40641 members 
Mstep: Class 11 contains 12204 members 
Mstep: Class 12 contains 7265 members 
Mstep: Class 13 contains 152780 members 
Mstep: Class 14 contains 30151 members 
Mstep: Class 15 contains 7295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092012.000000 Penalty: 32375.896484
Iteration 321Q: 16 clusters Score -2.909201e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41049 members 
Mstep: Class 3 contains 7482 members 
Mstep: Class 4 contains 2661 members 
Mstep: Class 5 contains 207007 members 
Mstep: Class 6 contains 40776 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 20492 members 
Mstep: Class 10 contains 40641 members 
Mstep: Class 11 contains 12204 members 
Mstep: Class 12 contains 7270 members 
Mstep: Class 13 contains 152779 members 
Mstep: Class 14 contains 30151 members 
Mstep: Class 15 contains 7295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092026.000000 Penalty: 32375.896484
Iteration 322Q: 16 clusters Score -2.909203e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41049 members 
Mstep: Class 3 contains 7482 members 
Mstep: Class 4 contains 2661 members 
Mstep: Class 5 contains 207003 members 
Mstep: Class 6 contains 40776 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 20491 members 
Mstep: Class 10 contains 40641 members 
Mstep: Class 11 contains 12204 members 
Mstep: Class 12 contains 7276 members 
Mstep: Class 13 contains 152778 members 
Mstep: Class 14 contains 30151 members 
Mstep: Class 15 contains 7295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092012.000000 Penalty: 32375.896484
Iteration 323Q: 16 clusters Score -2.909201e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41049 members 
Mstep: Class 3 contains 7482 members 
Mstep: Class 4 contains 2661 members 
Mstep: Class 5 contains 207002 members 
Mstep: Class 6 contains 40775 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 20491 members 
Mstep: Class 10 contains 40641 members 
Mstep: Class 11 contains 12204 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 152777 members 
Mstep: Class 14 contains 30150 members 
Mstep: Class 15 contains 7295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092008.000000 Penalty: 32375.896484
Iteration 324Q: 16 clusters Score -2.909201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41049 members 
Mstep: Class 3 contains 7482 members 
Mstep: Class 4 contains 2661 members 
Mstep: Class 5 contains 207002 members 
Mstep: Class 6 contains 40775 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 20491 members 
Mstep: Class 10 contains 40641 members 
Mstep: Class 11 contains 12203 members 
Mstep: Class 12 contains 7281 members 
Mstep: Class 13 contains 152778 members 
Mstep: Class 14 contains 30149 members 
Mstep: Class 15 contains 7295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092014.000000 Penalty: 32375.896484
Iteration 325Q: 16 clusters Score -2.909201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41050 members 
Mstep: Class 3 contains 7482 members 
Mstep: Class 4 contains 2661 members 
Mstep: Class 5 contains 207002 members 
Mstep: Class 6 contains 40775 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 20491 members 
Mstep: Class 10 contains 40641 members 
Mstep: Class 11 contains 12202 members 
Mstep: Class 12 contains 7282 members 
Mstep: Class 13 contains 152778 members 
Mstep: Class 14 contains 30148 members 
Mstep: Class 15 contains 7295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092012.000000 Penalty: 32375.896484
Iteration 326Q: 16 clusters Score -2.909201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41050 members 
Mstep: Class 3 contains 7482 members 
Mstep: Class 4 contains 2661 members 
Mstep: Class 5 contains 207002 members 
Mstep: Class 6 contains 40775 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 20490 members 
Mstep: Class 10 contains 40641 members 
Mstep: Class 11 contains 12201 members 
Mstep: Class 12 contains 7285 members 
Mstep: Class 13 contains 152777 members 
Mstep: Class 14 contains 30148 members 
Mstep: Class 15 contains 7295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092018.000000 Penalty: 32375.896484
Iteration 327Q: 16 clusters Score -2.909202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41050 members 
Mstep: Class 3 contains 7482 members 
Mstep: Class 4 contains 2661 members 
Mstep: Class 5 contains 207001 members 
Mstep: Class 6 contains 40775 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 20491 members 
Mstep: Class 10 contains 40641 members 
Mstep: Class 11 contains 12201 members 
Mstep: Class 12 contains 7285 members 
Mstep: Class 13 contains 152777 members 
Mstep: Class 14 contains 30148 members 
Mstep: Class 15 contains 7295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092022.000000 Penalty: 32375.896484
Iteration 328Q: 16 clusters Score -2.909202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41050 members 
Mstep: Class 3 contains 7482 members 
Mstep: Class 4 contains 2661 members 
Mstep: Class 5 contains 207000 members 
Mstep: Class 6 contains 40775 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 20491 members 
Mstep: Class 10 contains 40641 members 
Mstep: Class 11 contains 12201 members 
Mstep: Class 12 contains 7286 members 
Mstep: Class 13 contains 152777 members 
Mstep: Class 14 contains 30148 members 
Mstep: Class 15 contains 7295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092016.000000 Penalty: 32375.896484
Iteration 329Q: 16 clusters Score -2.909202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41050 members 
Mstep: Class 3 contains 7482 members 
Mstep: Class 4 contains 2661 members 
Mstep: Class 5 contains 206999 members 
Mstep: Class 6 contains 40775 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 20491 members 
Mstep: Class 10 contains 40641 members 
Mstep: Class 11 contains 12201 members 
Mstep: Class 12 contains 7287 members 
Mstep: Class 13 contains 152777 members 
Mstep: Class 14 contains 30148 members 
Mstep: Class 15 contains 7295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092018.000000 Penalty: 32375.896484
Iteration 330Q: 16 clusters Score -2.909202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41050 members 
Mstep: Class 3 contains 7482 members 
Mstep: Class 4 contains 2661 members 
Mstep: Class 5 contains 206996 members 
Mstep: Class 6 contains 40775 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 20490 members 
Mstep: Class 10 contains 40641 members 
Mstep: Class 11 contains 12201 members 
Mstep: Class 12 contains 7291 members 
Mstep: Class 13 contains 152777 members 
Mstep: Class 14 contains 30148 members 
Mstep: Class 15 contains 7295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092004.000000 Penalty: 32375.896484
Iteration 331Q: 16 clusters Score -2.9092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41050 members 
Mstep: Class 3 contains 7482 members 
Mstep: Class 4 contains 2661 members 
Mstep: Class 5 contains 206993 members 
Mstep: Class 6 contains 40775 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 20489 members 
Mstep: Class 10 contains 40641 members 
Mstep: Class 11 contains 12201 members 
Mstep: Class 12 contains 7296 members 
Mstep: Class 13 contains 152776 members 
Mstep: Class 14 contains 30148 members 
Mstep: Class 15 contains 7295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29091986.000000 Penalty: 32375.896484
Iteration 332Q: 16 clusters Score -2.909199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41050 members 
Mstep: Class 3 contains 7482 members 
Mstep: Class 4 contains 2661 members 
Mstep: Class 5 contains 206990 members 
Mstep: Class 6 contains 40775 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 20489 members 
Mstep: Class 10 contains 40641 members 
Mstep: Class 11 contains 12201 members 
Mstep: Class 12 contains 7300 members 
Mstep: Class 13 contains 152775 members 
Mstep: Class 14 contains 30148 members 
Mstep: Class 15 contains 7295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092006.000000 Penalty: 32375.896484
Iteration 333Q: 16 clusters Score -2.909201e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41050 members 
Mstep: Class 3 contains 7482 members 
Mstep: Class 4 contains 2661 members 
Mstep: Class 5 contains 206984 members 
Mstep: Class 6 contains 40775 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 20490 members 
Mstep: Class 10 contains 40642 members 
Mstep: Class 11 contains 12201 members 
Mstep: Class 12 contains 7303 members 
Mstep: Class 13 contains 152775 members 
Mstep: Class 14 contains 30149 members 
Mstep: Class 15 contains 7295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092036.000000 Penalty: 32375.896484
Iteration 334Q: 16 clusters Score -2.909204e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41050 members 
Mstep: Class 3 contains 7482 members 
Mstep: Class 4 contains 2661 members 
Mstep: Class 5 contains 206979 members 
Mstep: Class 6 contains 40775 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 20491 members 
Mstep: Class 10 contains 40642 members 
Mstep: Class 11 contains 12201 members 
Mstep: Class 12 contains 7306 members 
Mstep: Class 13 contains 152775 members 
Mstep: Class 14 contains 30149 members 
Mstep: Class 15 contains 7296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092010.000000 Penalty: 32375.896484
Iteration 335Q: 16 clusters Score -2.909201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41050 members 
Mstep: Class 3 contains 7482 members 
Mstep: Class 4 contains 2661 members 
Mstep: Class 5 contains 206980 members 
Mstep: Class 6 contains 40775 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 20489 members 
Mstep: Class 10 contains 40642 members 
Mstep: Class 11 contains 12201 members 
Mstep: Class 12 contains 7310 members 
Mstep: Class 13 contains 152772 members 
Mstep: Class 14 contains 30148 members 
Mstep: Class 15 contains 7297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092020.000000 Penalty: 32375.896484
Iteration 336Q: 16 clusters Score -2.909202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41050 members 
Mstep: Class 3 contains 7482 members 
Mstep: Class 4 contains 2661 members 
Mstep: Class 5 contains 206981 members 
Mstep: Class 6 contains 40774 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 20488 members 
Mstep: Class 10 contains 40643 members 
Mstep: Class 11 contains 12201 members 
Mstep: Class 12 contains 7311 members 
Mstep: Class 13 contains 152771 members 
Mstep: Class 14 contains 30147 members 
Mstep: Class 15 contains 7298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092014.000000 Penalty: 32375.896484
Iteration 337Q: 16 clusters Score -2.909201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41050 members 
Mstep: Class 3 contains 7482 members 
Mstep: Class 4 contains 2661 members 
Mstep: Class 5 contains 206978 members 
Mstep: Class 6 contains 40774 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 20490 members 
Mstep: Class 10 contains 40644 members 
Mstep: Class 11 contains 12201 members 
Mstep: Class 12 contains 7311 members 
Mstep: Class 13 contains 152770 members 
Mstep: Class 14 contains 30146 members 
Mstep: Class 15 contains 7300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092030.000000 Penalty: 32375.896484
Iteration 338Q: 16 clusters Score -2.909203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41050 members 
Mstep: Class 3 contains 7482 members 
Mstep: Class 4 contains 2661 members 
Mstep: Class 5 contains 206979 members 
Mstep: Class 6 contains 40774 members 
Mstep: Class 7 contains 9900 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 20490 members 
Mstep: Class 10 contains 40644 members 
Mstep: Class 11 contains 12201 members 
Mstep: Class 12 contains 7311 members 
Mstep: Class 13 contains 152769 members 
Mstep: Class 14 contains 30144 members 
Mstep: Class 15 contains 7301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092026.000000 Penalty: 32375.896484
Iteration 339Q: 16 clusters Score -2.909203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41051 members 
Mstep: Class 3 contains 7482 members 
Mstep: Class 4 contains 2661 members 
Mstep: Class 5 contains 206978 members 
Mstep: Class 6 contains 40775 members 
Mstep: Class 7 contains 9900 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 20490 members 
Mstep: Class 10 contains 40644 members 
Mstep: Class 11 contains 12201 members 
Mstep: Class 12 contains 7311 members 
Mstep: Class 13 contains 152768 members 
Mstep: Class 14 contains 30144 members 
Mstep: Class 15 contains 7301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092038.000000 Penalty: 32375.896484
Iteration 340F: 16 clusters Score -2.909204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41051 members 
Mstep: Class 3 contains 7482 members 
Mstep: Class 4 contains 2661 members 
Mstep: Class 5 contains 206977 members 
Mstep: Class 6 contains 40775 members 
Mstep: Class 7 contains 9900 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 20490 members 
Mstep: Class 10 contains 40644 members 
Mstep: Class 11 contains 12201 members 
Mstep: Class 12 contains 7311 members 
Mstep: Class 13 contains 152768 members 
Mstep: Class 14 contains 30144 members 
Mstep: Class 15 contains 7302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092052.000000 Penalty: 32375.896484
Iteration 341Q: 16 clusters Score -2.909205e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 41051 members 
Mstep: Class 3 contains 7482 members 
Mstep: Class 4 contains 2661 members 
Mstep: Class 5 contains 206977 members 
Mstep: Class 6 contains 40775 members 
Mstep: Class 7 contains 9900 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 20490 members 
Mstep: Class 10 contains 40644 members 
Mstep: Class 11 contains 12201 members 
Mstep: Class 12 contains 7311 members 
Mstep: Class 13 contains 152768 members 
Mstep: Class 14 contains 30144 members 
Mstep: Class 15 contains 7302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29092052.000000 Penalty: 32375.896484
Iteration 342F: 16 clusters Score -2.909205e+07 nChanged 0
Entering ConstructFrom: 
Score: -29092052.000000 Penalty: 32375.896484
Entering ConstructFrom: 
Trying to split cluster 1 (4813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Entering Unmasked Estep 
Score: -225873.687500 Penalty: 1377.849731
	Iteration 0F: 2 clusters Score -225873.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -222033.578125 Penalty: 2755.699463
	Iteration 0F: 3 clusters Score -222033.6 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -223121.062500 Penalty: 2755.699463
	Iteration 1F: 3 clusters Score -223121.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -223334.359375 Penalty: 2755.699463
	Iteration 2F: 3 clusters Score -223334.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -223496.859375 Penalty: 2755.699463
	Iteration 3F: 3 clusters Score -223496.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -223632.687500 Penalty: 2755.699463
	Iteration 4Q: 3 clusters Score -223632.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -223759.328125 Penalty: 2755.699463
	Iteration 5Q: 3 clusters Score -223759.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -223865.062500 Penalty: 2755.699463
	Iteration 6Q: 3 clusters Score -223865.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -223957.812500 Penalty: 2755.699463
	Iteration 7Q: 3 clusters Score -223957.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -224066.812500 Penalty: 2755.699463
	Iteration 8Q: 3 clusters Score -224066.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -224189.562500 Penalty: 2755.699463
	Iteration 9Q: 3 clusters Score -224189.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -224302.937500 Penalty: 2755.699463
	Iteration 10Q: 3 clusters Score -224302.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -224411.500000 Penalty: 2755.699463
	Iteration 11Q: 3 clusters Score -224411.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -224510.937500 Penalty: 2755.699463
	Iteration 12Q: 3 clusters Score -224510.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -224608.890625 Penalty: 2755.699463
	Iteration 13Q: 3 clusters Score -224608.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -224689.171875 Penalty: 2755.699463
	Iteration 14Q: 3 clusters Score -224689.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -224734.625000 Penalty: 2755.699463
	Iteration 15Q: 3 clusters Score -224734.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -224771.984375 Penalty: 2755.699463
	Iteration 16Q: 3 clusters Score -224772 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -224805.812500 Penalty: 2755.699463
	Iteration 17Q: 3 clusters Score -224805.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -224825.437500 Penalty: 2755.699463
	Iteration 18Q: 3 clusters Score -224825.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -224836.734375 Penalty: 2755.699463
	Iteration 19Q: 3 clusters Score -224836.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -224843.921875 Penalty: 2755.699463
	Iteration 20F: 3 clusters Score -224843.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -224849.906250 Penalty: 2755.699463
	Iteration 21Q: 3 clusters Score -224849.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -224853.343750 Penalty: 2755.699463
	Iteration 22Q: 3 clusters Score -224853.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -224855.203125 Penalty: 2755.699463
	Iteration 23Q: 3 clusters Score -224855.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -224858.140625 Penalty: 2755.699463
	Iteration 24Q: 3 clusters Score -224858.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -224861.093750 Penalty: 2755.699463
	Iteration 25Q: 3 clusters Score -224861.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -224865.078125 Penalty: 2755.699463
	Iteration 26Q: 3 clusters Score -224865.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -224868.250000 Penalty: 2755.699463
	Iteration 27Q: 3 clusters Score -224868.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -224871.640625 Penalty: 2755.699463
	Iteration 28Q: 3 clusters Score -224871.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -224876.234375 Penalty: 2755.699463
	Iteration 29Q: 3 clusters Score -224876.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -224878.828125 Penalty: 2755.699463
	Iteration 30Q: 3 clusters Score -224878.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -224881.593750 Penalty: 2755.699463
	Iteration 31Q: 3 clusters Score -224881.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -224883.687500 Penalty: 2755.699463
	Iteration 32Q: 3 clusters Score -224883.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -224885.484375 Penalty: 2755.699463
	Iteration 33Q: 3 clusters Score -224885.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -224887.390625 Penalty: 2755.699463
	Iteration 34Q: 3 clusters Score -224887.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -224888.828125 Penalty: 2755.699463
	Iteration 35Q: 3 clusters Score -224888.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -224890.312500 Penalty: 2755.699463
	Iteration 36Q: 3 clusters Score -224890.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -224891.921875 Penalty: 2755.699463
	Iteration 37Q: 3 clusters Score -224891.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -224892.781250 Penalty: 2755.699463
	Iteration 38Q: 3 clusters Score -224892.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -224893.500000 Penalty: 2755.699463
	Iteration 39Q: 3 clusters Score -224893.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -224893.890625 Penalty: 2755.699463
	Iteration 40F: 3 clusters Score -224893.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -224894.468750 Penalty: 2755.699463
	Iteration 41Q: 3 clusters Score -224894.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -224894.796875 Penalty: 2755.699463
	Iteration 42Q: 3 clusters Score -224894.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -224895.906250 Penalty: 2755.699463
	Iteration 43Q: 3 clusters Score -224895.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -224896.875000 Penalty: 2755.699463
	Iteration 44Q: 3 clusters Score -224896.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -224898.625000 Penalty: 2755.699463
	Iteration 45Q: 3 clusters Score -224898.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -224899.718750 Penalty: 2755.699463
	Iteration 46Q: 3 clusters Score -224899.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -224899.875000 Penalty: 2755.699463
	Iteration 47Q: 3 clusters Score -224899.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -224900.406250 Penalty: 2755.699463
	Iteration 48Q: 3 clusters Score -224900.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -224901.218750 Penalty: 2755.699463
	Iteration 49Q: 3 clusters Score -224901.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -224904.000000 Penalty: 2755.699463
	Iteration 50Q: 3 clusters Score -224904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -224906.187500 Penalty: 2755.699463
	Iteration 51Q: 3 clusters Score -224906.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -224907.562500 Penalty: 2755.699463
	Iteration 52Q: 3 clusters Score -224907.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -224907.562500 Penalty: 2755.699463
	Iteration 53Q: 3 clusters Score -224907.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -224907.625000 Penalty: 2755.699463
	Iteration 54Q: 3 clusters Score -224907.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -224907.625000 Penalty: 2755.699463
	Iteration 55F: 3 clusters Score -224907.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Entering Unmasked Estep 
Score: -2082374.375000 Penalty: 1726.167603
	Iteration 0F: 2 clusters Score -2082374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -2054800.750000 Penalty: 3452.335205
	Iteration 0F: 3 clusters Score -2054801 nChanged 19115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -2065722.000000 Penalty: 3452.335205
	Iteration 1F: 3 clusters Score -2065722 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -2066180.875000 Penalty: 3452.335205
	Iteration 2Q: 3 clusters Score -2066181 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -2066640.875000 Penalty: 3452.335205
	Iteration 3Q: 3 clusters Score -2066641 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -2067156.625000 Penalty: 3452.335205
	Iteration 4Q: 3 clusters Score -2067157 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2067813.250000 Penalty: 3452.335205
	Iteration 5Q: 3 clusters Score -2067813 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -2068641.125000 Penalty: 3452.335205
	Iteration 6Q: 3 clusters Score -2068641 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -2069704.500000 Penalty: 3452.335205
	Iteration 7F: 3 clusters Score -2069704 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -2070928.375000 Penalty: 3452.335205
	Iteration 8F: 3 clusters Score -2070928 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2072305.750000 Penalty: 3452.335205
	Iteration 9F: 3 clusters Score -2072306 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2073704.625000 Penalty: 3452.335205
	Iteration 10F: 3 clusters Score -2073705 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2074958.125000 Penalty: 3452.335205
	Iteration 11Q: 3 clusters Score -2074958 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -2075953.000000 Penalty: 3452.335205
	Iteration 12Q: 3 clusters Score -2075953 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2076770.875000 Penalty: 3452.335205
	Iteration 13Q: 3 clusters Score -2076771 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2077431.375000 Penalty: 3452.335205
	Iteration 14Q: 3 clusters Score -2077431 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -2077999.875000 Penalty: 3452.335205
	Iteration 15Q: 3 clusters Score -2078000 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -2078532.625000 Penalty: 3452.335205
	Iteration 16Q: 3 clusters Score -2078533 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -2079018.625000 Penalty: 3452.335205
	Iteration 17Q: 3 clusters Score -2079019 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -2079464.750000 Penalty: 3452.335205
	Iteration 18Q: 3 clusters Score -2079465 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -2079861.250000 Penalty: 3452.335205
	Iteration 19Q: 3 clusters Score -2079861 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -2080175.125000 Penalty: 3452.335205
	Iteration 20F: 3 clusters Score -2080175 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2080436.625000 Penalty: 3452.335205
	Iteration 21Q: 3 clusters Score -2080437 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2080623.875000 Penalty: 3452.335205
	Iteration 22Q: 3 clusters Score -2080624 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2080761.875000 Penalty: 3452.335205
	Iteration 23Q: 3 clusters Score -2080762 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2080930.250000 Penalty: 3452.335205
	Iteration 24Q: 3 clusters Score -2080930 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38849 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2081038.500000 Penalty: 3452.335205
	Iteration 25Q: 3 clusters Score -2081038 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2081119.875000 Penalty: 3452.335205
	Iteration 26Q: 3 clusters Score -2081120 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2081178.500000 Penalty: 3452.335205
	Iteration 27Q: 3 clusters Score -2081178 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2081224.375000 Penalty: 3452.335205
	Iteration 28Q: 3 clusters Score -2081224 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2081244.875000 Penalty: 3452.335205
	Iteration 29Q: 3 clusters Score -2081245 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2081266.750000 Penalty: 3452.335205
	Iteration 30Q: 3 clusters Score -2081267 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2081280.125000 Penalty: 3452.335205
	Iteration 31Q: 3 clusters Score -2081280 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2081286.750000 Penalty: 3452.335205
	Iteration 32Q: 3 clusters Score -2081287 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2081299.625000 Penalty: 3452.335205
	Iteration 33Q: 3 clusters Score -2081300 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2081314.750000 Penalty: 3452.335205
	Iteration 34Q: 3 clusters Score -2081315 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39635 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2081323.000000 Penalty: 3452.335205
	Iteration 35Q: 3 clusters Score -2081323 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2081328.750000 Penalty: 3452.335205
	Iteration 36Q: 3 clusters Score -2081329 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2081342.750000 Penalty: 3452.335205
	Iteration 37Q: 3 clusters Score -2081343 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2081348.875000 Penalty: 3452.335205
	Iteration 38Q: 3 clusters Score -2081349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2081347.500000 Penalty: 3452.335205
	Iteration 39Q: 3 clusters Score -2081348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39745 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2081356.625000 Penalty: 3452.335205
	Iteration 40F: 3 clusters Score -2081357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2081358.625000 Penalty: 3452.335205
	Iteration 41Q: 3 clusters Score -2081359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2081358.500000 Penalty: 3452.335205
	Iteration 42Q: 3 clusters Score -2081358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2081357.750000 Penalty: 3452.335205
	Iteration 43Q: 3 clusters Score -2081358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2081361.375000 Penalty: 3452.335205
	Iteration 44Q: 3 clusters Score -2081361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2081364.875000 Penalty: 3452.335205
	Iteration 45Q: 3 clusters Score -2081365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2081370.250000 Penalty: 3452.335205
	Iteration 46Q: 3 clusters Score -2081370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2081370.250000 Penalty: 3452.335205
	Iteration 47Q: 3 clusters Score -2081370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2081375.250000 Penalty: 3452.335205
	Iteration 48Q: 3 clusters Score -2081375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2081374.750000 Penalty: 3452.335205
	Iteration 49Q: 3 clusters Score -2081375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2081374.875000 Penalty: 3452.335205
	Iteration 50Q: 3 clusters Score -2081375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2081374.875000 Penalty: 3452.335205
	Iteration 51F: 3 clusters Score -2081375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Entering Unmasked Estep 
Score: -399717.937500 Penalty: 1449.541504
	Iteration 0F: 2 clusters Score -399717.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -394060.625000 Penalty: 2899.083008
	Iteration 0F: 3 clusters Score -394060.6 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -395791.843750 Penalty: 2899.083008
	Iteration 1F: 3 clusters Score -395791.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -396011.187500 Penalty: 2899.083008
	Iteration 2F: 3 clusters Score -396011.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -396150.937500 Penalty: 2899.083008
	Iteration 3Q: 3 clusters Score -396150.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -396241.312500 Penalty: 2899.083008
	Iteration 4Q: 3 clusters Score -396241.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -396310.687500 Penalty: 2899.083008
	Iteration 5Q: 3 clusters Score -396310.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -396390.031250 Penalty: 2899.083008
	Iteration 6Q: 3 clusters Score -396390 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -396471.781250 Penalty: 2899.083008
	Iteration 7Q: 3 clusters Score -396471.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -396559.625000 Penalty: 2899.083008
	Iteration 8Q: 3 clusters Score -396559.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -396660.281250 Penalty: 2899.083008
	Iteration 9Q: 3 clusters Score -396660.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -396781.968750 Penalty: 2899.083008
	Iteration 10Q: 3 clusters Score -396782 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -396927.656250 Penalty: 2899.083008
	Iteration 11Q: 3 clusters Score -396927.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -397093.656250 Penalty: 2899.083008
	Iteration 12Q: 3 clusters Score -397093.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -397274.500000 Penalty: 2899.083008
	Iteration 13Q: 3 clusters Score -397274.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -397473.250000 Penalty: 2899.083008
	Iteration 14Q: 3 clusters Score -397473.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -397667.875000 Penalty: 2899.083008
	Iteration 15Q: 3 clusters Score -397667.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -397849.500000 Penalty: 2899.083008
	Iteration 16Q: 3 clusters Score -397849.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -398001.375000 Penalty: 2899.083008
	Iteration 17Q: 3 clusters Score -398001.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -398117.000000 Penalty: 2899.083008
	Iteration 18Q: 3 clusters Score -398117 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -398187.500000 Penalty: 2899.083008
	Iteration 19Q: 3 clusters Score -398187.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -398255.625000 Penalty: 2899.083008
	Iteration 20F: 3 clusters Score -398255.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -398311.531250 Penalty: 2899.083008
	Iteration 21Q: 3 clusters Score -398311.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -398343.656250 Penalty: 2899.083008
	Iteration 22Q: 3 clusters Score -398343.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -398371.531250 Penalty: 2899.083008
	Iteration 23Q: 3 clusters Score -398371.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -398396.218750 Penalty: 2899.083008
	Iteration 24Q: 3 clusters Score -398396.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -398418.031250 Penalty: 2899.083008
	Iteration 25Q: 3 clusters Score -398418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -398437.125000 Penalty: 2899.083008
	Iteration 26Q: 3 clusters Score -398437.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -398451.812500 Penalty: 2899.083008
	Iteration 27Q: 3 clusters Score -398451.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -398456.343750 Penalty: 2899.083008
	Iteration 28Q: 3 clusters Score -398456.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -398458.968750 Penalty: 2899.083008
	Iteration 29Q: 3 clusters Score -398459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -398461.218750 Penalty: 2899.083008
	Iteration 30Q: 3 clusters Score -398461.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -398463.875000 Penalty: 2899.083008
	Iteration 31Q: 3 clusters Score -398463.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -398464.500000 Penalty: 2899.083008
	Iteration 32Q: 3 clusters Score -398464.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -398465.875000 Penalty: 2899.083008
	Iteration 33Q: 3 clusters Score -398465.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -398465.500000 Penalty: 2899.083008
	Iteration 34Q: 3 clusters Score -398465.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -398465.500000 Penalty: 2899.083008
	Iteration 35F: 3 clusters Score -398465.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Entering Unmasked Estep 
Score: -121946.742188 Penalty: 1281.549316
	Iteration 0F: 2 clusters Score -121946.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -119450.218750 Penalty: 2563.098633
	Iteration 0F: 3 clusters Score -119450.2 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -120036.828125 Penalty: 2563.098633
	Iteration 1F: 3 clusters Score -120036.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -120276.312500 Penalty: 2563.098633
	Iteration 2F: 3 clusters Score -120276.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -120473.601562 Penalty: 2563.098633
	Iteration 3F: 3 clusters Score -120473.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -120626.757812 Penalty: 2563.098633
	Iteration 4F: 3 clusters Score -120626.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -120787.828125 Penalty: 2563.098633
	Iteration 5F: 3 clusters Score -120787.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -120926.687500 Penalty: 2563.098633
	Iteration 6F: 3 clusters Score -120926.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -121028.820312 Penalty: 2563.098633
	Iteration 7Q: 3 clusters Score -121028.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -121093.148438 Penalty: 2563.098633
	Iteration 8Q: 3 clusters Score -121093.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -121137.179688 Penalty: 2563.098633
	Iteration 9Q: 3 clusters Score -121137.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -121164.140625 Penalty: 2563.098633
	Iteration 10Q: 3 clusters Score -121164.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -121178.070312 Penalty: 2563.098633
	Iteration 11Q: 3 clusters Score -121178.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -121185.914062 Penalty: 2563.098633
	Iteration 12Q: 3 clusters Score -121185.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -121190.289062 Penalty: 2563.098633
	Iteration 13Q: 3 clusters Score -121190.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -121195.765625 Penalty: 2563.098633
	Iteration 14Q: 3 clusters Score -121195.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -121200.906250 Penalty: 2563.098633
	Iteration 15Q: 3 clusters Score -121200.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -121203.265625 Penalty: 2563.098633
	Iteration 16Q: 3 clusters Score -121203.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -121205.445312 Penalty: 2563.098633
	Iteration 17Q: 3 clusters Score -121205.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -121205.835938 Penalty: 2563.098633
	Iteration 18Q: 3 clusters Score -121205.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -121206.593750 Penalty: 2563.098633
	Iteration 19Q: 3 clusters Score -121206.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -121208.242188 Penalty: 2563.098633
	Iteration 20F: 3 clusters Score -121208.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -121209.914062 Penalty: 2563.098633
	Iteration 21Q: 3 clusters Score -121209.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -121211.078125 Penalty: 2563.098633
	Iteration 22Q: 3 clusters Score -121211.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -121212.500000 Penalty: 2563.098633
	Iteration 23Q: 3 clusters Score -121212.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -121212.695312 Penalty: 2563.098633
	Iteration 24Q: 3 clusters Score -121212.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -121213.609375 Penalty: 2563.098633
	Iteration 25Q: 3 clusters Score -121213.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -121215.648438 Penalty: 2563.098633
	Iteration 26Q: 3 clusters Score -121215.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -121215.796875 Penalty: 2563.098633
	Iteration 27Q: 3 clusters Score -121215.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -121215.796875 Penalty: 2563.098633
	Iteration 28F: 3 clusters Score -121215.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (206977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206977 members 
Entering Unmasked Estep 
Score: -10386358.000000 Penalty: 1989.058960
	Iteration 0F: 2 clusters Score -1.038636e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103417 members 
Mstep: Class 2 contains 103560 members 
Entering Unmasked Estep 
Score: -10247112.000000 Penalty: 3978.117920
	Iteration 0F: 3 clusters Score -1.024711e+07 nChanged 100533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102154 members 
Mstep: Class 2 contains 104823 members 
Entering Unmasked Estep 
Score: -10306669.000000 Penalty: 3978.117920
	Iteration 1F: 3 clusters Score -1.030667e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101158 members 
Mstep: Class 2 contains 105819 members 
Entering Unmasked Estep 
Score: -10307733.000000 Penalty: 3978.117920
	Iteration 2Q: 3 clusters Score -1.030773e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99594 members 
Mstep: Class 2 contains 107383 members 
Entering Unmasked Estep 
Score: -10309097.000000 Penalty: 3978.117920
	Iteration 3Q: 3 clusters Score -1.03091e+07 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97097 members 
Mstep: Class 2 contains 109880 members 
Entering Unmasked Estep 
Score: -10310902.000000 Penalty: 3978.117920
	Iteration 4Q: 3 clusters Score -1.03109e+07 nChanged 7758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93461 members 
Mstep: Class 2 contains 113516 members 
Entering Unmasked Estep 
Score: -10313709.000000 Penalty: 3978.117920
	Iteration 5Q: 3 clusters Score -1.031371e+07 nChanged 9340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88571 members 
Mstep: Class 2 contains 118406 members 
Entering Unmasked Estep 
Score: -10317990.000000 Penalty: 3978.117920
	Iteration 6Q: 3 clusters Score -1.031799e+07 nChanged 10946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81979 members 
Mstep: Class 2 contains 124998 members 
Entering Unmasked Estep 
Score: -10324539.000000 Penalty: 3978.117920
	Iteration 7F: 3 clusters Score -1.032454e+07 nChanged 12564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74043 members 
Mstep: Class 2 contains 132934 members 
Entering Unmasked Estep 
Score: -10333873.000000 Penalty: 3978.117920
	Iteration 8F: 3 clusters Score -1.033387e+07 nChanged 12916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66581 members 
Mstep: Class 2 contains 140396 members 
Entering Unmasked Estep 
Score: -10344096.000000 Penalty: 3978.117920
	Iteration 9F: 3 clusters Score -1.03441e+07 nChanged 11262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60825 members 
Mstep: Class 2 contains 146152 members 
Entering Unmasked Estep 
Score: -10351648.000000 Penalty: 3978.117920
	Iteration 10F: 3 clusters Score -1.035165e+07 nChanged 8012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56407 members 
Mstep: Class 2 contains 150570 members 
Entering Unmasked Estep 
Score: -10355313.000000 Penalty: 3978.117920
	Iteration 11Q: 3 clusters Score -1.035531e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52323 members 
Mstep: Class 2 contains 154654 members 
Entering Unmasked Estep 
Score: -10357279.000000 Penalty: 3978.117920
	Iteration 12Q: 3 clusters Score -1.035728e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48266 members 
Mstep: Class 2 contains 158711 members 
Entering Unmasked Estep 
Score: -10358727.000000 Penalty: 3978.117920
	Iteration 13Q: 3 clusters Score -1.035873e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 162835 members 
Entering Unmasked Estep 
Score: -10360150.000000 Penalty: 3978.117920
	Iteration 14Q: 3 clusters Score -1.036015e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 167005 members 
Entering Unmasked Estep 
Score: -10361716.000000 Penalty: 3978.117920
	Iteration 15Q: 3 clusters Score -1.036172e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 171264 members 
Entering Unmasked Estep 
Score: -10363500.000000 Penalty: 3978.117920
	Iteration 16Q: 3 clusters Score -1.03635e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 175559 members 
Entering Unmasked Estep 
Score: -10365420.000000 Penalty: 3978.117920
	Iteration 17Q: 3 clusters Score -1.036542e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 179746 members 
Entering Unmasked Estep 
Score: -10367456.000000 Penalty: 3978.117920
	Iteration 18Q: 3 clusters Score -1.036746e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 183949 members 
Entering Unmasked Estep 
Score: -10369654.000000 Penalty: 3978.117920
	Iteration 19Q: 3 clusters Score -1.036965e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 187923 members 
Entering Unmasked Estep 
Score: -10371951.000000 Penalty: 3978.117920
	Iteration 20F: 3 clusters Score -1.037195e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 191663 members 
Entering Unmasked Estep 
Score: -10374194.000000 Penalty: 3978.117920
	Iteration 21Q: 3 clusters Score -1.037419e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 195098 members 
Entering Unmasked Estep 
Score: -10376361.000000 Penalty: 3978.117920
	Iteration 22Q: 3 clusters Score -1.037636e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 198245 members 
Entering Unmasked Estep 
Score: -10378554.000000 Penalty: 3978.117920
	Iteration 23Q: 3 clusters Score -1.037855e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 200872 members 
Entering Unmasked Estep 
Score: -10380515.000000 Penalty: 3978.117920
	Iteration 24Q: 3 clusters Score -1.038052e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 202892 members 
Entering Unmasked Estep 
Score: -10381916.000000 Penalty: 3978.117920
	Iteration 25Q: 3 clusters Score -1.038192e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 204342 members 
Entering Unmasked Estep 
Score: -10382883.000000 Penalty: 3978.117920
	Iteration 26Q: 3 clusters Score -1.038288e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 205320 members 
Entering Unmasked Estep 
Score: -10383603.000000 Penalty: 3978.117920
	Iteration 27Q: 3 clusters Score -1.03836e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 205891 members 
Entering Unmasked Estep 
Score: -10384007.000000 Penalty: 3978.117920
	Iteration 28Q: 3 clusters Score -1.038401e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 206189 members 
Entering Unmasked Estep 
Score: -10384243.000000 Penalty: 3978.117920
	Iteration 29Q: 3 clusters Score -1.038424e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 206348 members 
Entering Unmasked Estep 
Score: -10384375.000000 Penalty: 3978.117920
	Iteration 30Q: 3 clusters Score -1.038438e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 206448 members 
Entering Unmasked Estep 
Score: -10384475.000000 Penalty: 3978.117920
	Iteration 31Q: 3 clusters Score -1.038448e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 206507 members 
Entering Unmasked Estep 
Score: -10384536.000000 Penalty: 3978.117920
	Iteration 32Q: 3 clusters Score -1.038454e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 206540 members 
Entering Unmasked Estep 
Score: -10384571.000000 Penalty: 3978.117920
	Iteration 33Q: 3 clusters Score -1.038457e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 206562 members 
Entering Unmasked Estep 
Score: -10384601.000000 Penalty: 3978.117920
	Iteration 34Q: 3 clusters Score -1.03846e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 206573 members 
Entering Unmasked Estep 
Score: -10384619.000000 Penalty: 3978.117920
	Iteration 35Q: 3 clusters Score -1.038462e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 206581 members 
Entering Unmasked Estep 
Score: -10384636.000000 Penalty: 3978.117920
	Iteration 36Q: 3 clusters Score -1.038464e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 206592 members 
Entering Unmasked Estep 
Score: -10384647.000000 Penalty: 3978.117920
	Iteration 37Q: 3 clusters Score -1.038465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 206595 members 
Entering Unmasked Estep 
Score: -10384651.000000 Penalty: 3978.117920
	Iteration 38Q: 3 clusters Score -1.038465e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 206596 members 
Entering Unmasked Estep 
Score: -10384656.000000 Penalty: 3978.117920
	Iteration 39Q: 3 clusters Score -1.038466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 206598 members 
Entering Unmasked Estep 
Score: -10384668.000000 Penalty: 3978.117920
	Iteration 40F: 3 clusters Score -1.038467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 206603 members 
Entering Unmasked Estep 
Score: -10384676.000000 Penalty: 3978.117920
	Iteration 41Q: 3 clusters Score -1.038468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 206605 members 
Entering Unmasked Estep 
Score: -10384672.000000 Penalty: 3978.117920
	Iteration 42Q: 3 clusters Score -1.038467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 206609 members 
Entering Unmasked Estep 
Score: -10384675.000000 Penalty: 3978.117920
	Iteration 43Q: 3 clusters Score -1.038468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 206612 members 
Entering Unmasked Estep 
Score: -10384678.000000 Penalty: 3978.117920
	Iteration 44Q: 3 clusters Score -1.038468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 206614 members 
Entering Unmasked Estep 
Score: -10384682.000000 Penalty: 3978.117920
	Iteration 45Q: 3 clusters Score -1.038468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 206614 members 
Entering Unmasked Estep 
Score: -10384678.000000 Penalty: 3978.117920
	Iteration 46Q: 3 clusters Score -1.038468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 206613 members 
Entering Unmasked Estep 
Score: -10384678.000000 Penalty: 3978.117920
	Iteration 47Q: 3 clusters Score -1.038468e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 206613 members 
Entering Unmasked Estep 
Score: -10384678.000000 Penalty: 3978.117920
	Iteration 48F: 3 clusters Score -1.038468e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (40775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Entering Unmasked Estep 
Score: -2115936.750000 Penalty: 1725.071533
	Iteration 0F: 2 clusters Score -2115937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -2088766.250000 Penalty: 3450.143066
	Iteration 0F: 3 clusters Score -2088766 nChanged 18902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -2099349.500000 Penalty: 3450.143066
	Iteration 1F: 3 clusters Score -2099350 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -2099715.250000 Penalty: 3450.143066
	Iteration 2Q: 3 clusters Score -2099715 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -2100091.750000 Penalty: 3450.143066
	Iteration 3Q: 3 clusters Score -2100092 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -2100540.500000 Penalty: 3450.143066
	Iteration 4Q: 3 clusters Score -2100540 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -2101076.500000 Penalty: 3450.143066
	Iteration 5Q: 3 clusters Score -2101076 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2101767.750000 Penalty: 3450.143066
	Iteration 6Q: 3 clusters Score -2101768 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2102672.250000 Penalty: 3450.143066
	Iteration 7Q: 3 clusters Score -2102672 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -2103952.750000 Penalty: 3450.143066
	Iteration 8F: 3 clusters Score -2103953 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2105566.000000 Penalty: 3450.143066
	Iteration 9F: 3 clusters Score -2105566 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2107203.000000 Penalty: 3450.143066
	Iteration 10F: 3 clusters Score -2107203 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -2108436.000000 Penalty: 3450.143066
	Iteration 11Q: 3 clusters Score -2108436 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -2109089.500000 Penalty: 3450.143066
	Iteration 12Q: 3 clusters Score -2109090 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -2109409.500000 Penalty: 3450.143066
	Iteration 13Q: 3 clusters Score -2109410 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -2109602.250000 Penalty: 3450.143066
	Iteration 14Q: 3 clusters Score -2109602 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2109784.500000 Penalty: 3450.143066
	Iteration 15Q: 3 clusters Score -2109784 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2109967.000000 Penalty: 3450.143066
	Iteration 16Q: 3 clusters Score -2109967 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -2110160.500000 Penalty: 3450.143066
	Iteration 17Q: 3 clusters Score -2110160 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2110349.000000 Penalty: 3450.143066
	Iteration 18Q: 3 clusters Score -2110349 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2110537.000000 Penalty: 3450.143066
	Iteration 19Q: 3 clusters Score -2110537 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2110749.000000 Penalty: 3450.143066
	Iteration 20F: 3 clusters Score -2110749 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2110947.250000 Penalty: 3450.143066
	Iteration 21Q: 3 clusters Score -2110947 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2111178.750000 Penalty: 3450.143066
	Iteration 22Q: 3 clusters Score -2111179 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2111402.750000 Penalty: 3450.143066
	Iteration 23Q: 3 clusters Score -2111403 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2111655.750000 Penalty: 3450.143066
	Iteration 24Q: 3 clusters Score -2111656 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -2111897.250000 Penalty: 3450.143066
	Iteration 25Q: 3 clusters Score -2111897 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -2112135.750000 Penalty: 3450.143066
	Iteration 26Q: 3 clusters Score -2112136 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35309 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2112370.000000 Penalty: 3450.143066
	Iteration 27Q: 3 clusters Score -2112370 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2112632.000000 Penalty: 3450.143066
	Iteration 28Q: 3 clusters Score -2112632 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -2112888.000000 Penalty: 3450.143066
	Iteration 29Q: 3 clusters Score -2112888 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2113116.750000 Penalty: 3450.143066
	Iteration 30Q: 3 clusters Score -2113117 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2113320.500000 Penalty: 3450.143066
	Iteration 31Q: 3 clusters Score -2113320 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2113505.750000 Penalty: 3450.143066
	Iteration 32Q: 3 clusters Score -2113506 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2113699.750000 Penalty: 3450.143066
	Iteration 33Q: 3 clusters Score -2113700 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2113883.750000 Penalty: 3450.143066
	Iteration 34Q: 3 clusters Score -2113884 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2114038.750000 Penalty: 3450.143066
	Iteration 35Q: 3 clusters Score -2114039 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2114137.000000 Penalty: 3450.143066
	Iteration 36Q: 3 clusters Score -2114137 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2114209.000000 Penalty: 3450.143066
	Iteration 37Q: 3 clusters Score -2114209 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2114265.750000 Penalty: 3450.143066
	Iteration 38Q: 3 clusters Score -2114266 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2114317.750000 Penalty: 3450.143066
	Iteration 39Q: 3 clusters Score -2114318 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2114356.750000 Penalty: 3450.143066
	Iteration 40F: 3 clusters Score -2114357 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2114391.250000 Penalty: 3450.143066
	Iteration 41Q: 3 clusters Score -2114391 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2114411.250000 Penalty: 3450.143066
	Iteration 42Q: 3 clusters Score -2114411 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39764 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2114432.250000 Penalty: 3450.143066
	Iteration 43Q: 3 clusters Score -2114432 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2114443.500000 Penalty: 3450.143066
	Iteration 44Q: 3 clusters Score -2114444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2114450.000000 Penalty: 3450.143066
	Iteration 45Q: 3 clusters Score -2114450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2114454.000000 Penalty: 3450.143066
	Iteration 46Q: 3 clusters Score -2114454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2114458.250000 Penalty: 3450.143066
	Iteration 47Q: 3 clusters Score -2114458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2114460.500000 Penalty: 3450.143066
	Iteration 48Q: 3 clusters Score -2114460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2114464.000000 Penalty: 3450.143066
	Iteration 49Q: 3 clusters Score -2114464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2114473.750000 Penalty: 3450.143066
	Iteration 50Q: 3 clusters Score -2114474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2114477.250000 Penalty: 3450.143066
	Iteration 51Q: 3 clusters Score -2114477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2114479.500000 Penalty: 3450.143066
	Iteration 52Q: 3 clusters Score -2114480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2114478.500000 Penalty: 3450.143066
	Iteration 53Q: 3 clusters Score -2114478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2114478.000000 Penalty: 3450.143066
	Iteration 54Q: 3 clusters Score -2114478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2114478.500000 Penalty: 3450.143066
	Iteration 55Q: 3 clusters Score -2114478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2114482.250000 Penalty: 3450.143066
	Iteration 56Q: 3 clusters Score -2114482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39920 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2114479.750000 Penalty: 3450.143066
	Iteration 57Q: 3 clusters Score -2114480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2114482.250000 Penalty: 3450.143066
	Iteration 58Q: 3 clusters Score -2114482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2114485.250000 Penalty: 3450.143066
	Iteration 59Q: 3 clusters Score -2114485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2114487.750000 Penalty: 3450.143066
	Iteration 60F: 3 clusters Score -2114488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2114492.000000 Penalty: 3450.143066
	Iteration 61Q: 3 clusters Score -2114492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2114494.000000 Penalty: 3450.143066
	Iteration 62Q: 3 clusters Score -2114494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2114497.000000 Penalty: 3450.143066
	Iteration 63Q: 3 clusters Score -2114497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2114496.250000 Penalty: 3450.143066
	Iteration 64Q: 3 clusters Score -2114496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2114496.250000 Penalty: 3450.143066
	Iteration 65Q: 3 clusters Score -2114496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2114496.250000 Penalty: 3450.143066
	Iteration 66Q: 3 clusters Score -2114496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2114498.000000 Penalty: 3450.143066
	Iteration 67Q: 3 clusters Score -2114498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2114501.000000 Penalty: 3450.143066
	Iteration 68Q: 3 clusters Score -2114501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2114502.000000 Penalty: 3450.143066
	Iteration 69Q: 3 clusters Score -2114502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2114502.000000 Penalty: 3450.143066
	Iteration 70F: 3 clusters Score -2114502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Entering Unmasked Estep 
Score: -508278.687500 Penalty: 1495.047119
	Iteration 0F: 2 clusters Score -508278.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -501109.062500 Penalty: 2990.094238
	Iteration 0F: 3 clusters Score -501109.1 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -503397.468750 Penalty: 2990.094238
	Iteration 1F: 3 clusters Score -503397.5 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -503619.406250 Penalty: 2990.094238
	Iteration 2F: 3 clusters Score -503619.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -503778.562500 Penalty: 2990.094238
	Iteration 3Q: 3 clusters Score -503778.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -503917.437500 Penalty: 2990.094238
	Iteration 4Q: 3 clusters Score -503917.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -504050.656250 Penalty: 2990.094238
	Iteration 5Q: 3 clusters Score -504050.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -504214.375000 Penalty: 2990.094238
	Iteration 6Q: 3 clusters Score -504214.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -504390.031250 Penalty: 2990.094238
	Iteration 7Q: 3 clusters Score -504390 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -504640.718750 Penalty: 2990.094238
	Iteration 8Q: 3 clusters Score -504640.7 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -504978.968750 Penalty: 2990.094238
	Iteration 9F: 3 clusters Score -504979 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -505409.187500 Penalty: 2990.094238
	Iteration 10F: 3 clusters Score -505409.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -505860.031250 Penalty: 2990.094238
	Iteration 11F: 3 clusters Score -505860 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -506291.656250 Penalty: 2990.094238
	Iteration 12Q: 3 clusters Score -506291.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -506613.562500 Penalty: 2990.094238
	Iteration 13Q: 3 clusters Score -506613.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -506803.281250 Penalty: 2990.094238
	Iteration 14Q: 3 clusters Score -506803.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -506912.125000 Penalty: 2990.094238
	Iteration 15Q: 3 clusters Score -506912.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -506973.375000 Penalty: 2990.094238
	Iteration 16Q: 3 clusters Score -506973.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -507010.843750 Penalty: 2990.094238
	Iteration 17Q: 3 clusters Score -507010.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -507026.812500 Penalty: 2990.094238
	Iteration 18Q: 3 clusters Score -507026.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -507035.718750 Penalty: 2990.094238
	Iteration 19Q: 3 clusters Score -507035.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -507039.937500 Penalty: 2990.094238
	Iteration 20F: 3 clusters Score -507039.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -507041.656250 Penalty: 2990.094238
	Iteration 21Q: 3 clusters Score -507041.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -507046.125000 Penalty: 2990.094238
	Iteration 22Q: 3 clusters Score -507046.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -507051.593750 Penalty: 2990.094238
	Iteration 23Q: 3 clusters Score -507051.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -507056.812500 Penalty: 2990.094238
	Iteration 24Q: 3 clusters Score -507056.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -507059.125000 Penalty: 2990.094238
	Iteration 25Q: 3 clusters Score -507059.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -507059.968750 Penalty: 2990.094238
	Iteration 26Q: 3 clusters Score -507060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -507059.968750 Penalty: 2990.094238
	Iteration 27F: 3 clusters Score -507060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Entering Unmasked Estep 
Score: -97817.554688 Penalty: 1255.652832
	Iteration 0F: 2 clusters Score -97817.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -95559.820312 Penalty: 2511.305664
	Iteration 0F: 3 clusters Score -95559.82 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -96083.109375 Penalty: 2511.305664
	Iteration 1F: 3 clusters Score -96083.11 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -96228.968750 Penalty: 2511.305664
	Iteration 2F: 3 clusters Score -96228.97 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -96358.109375 Penalty: 2511.305664
	Iteration 3F: 3 clusters Score -96358.11 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -96455.632812 Penalty: 2511.305664
	Iteration 4Q: 3 clusters Score -96455.63 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -96531.156250 Penalty: 2511.305664
	Iteration 5Q: 3 clusters Score -96531.16 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -96594.062500 Penalty: 2511.305664
	Iteration 6Q: 3 clusters Score -96594.06 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -96645.093750 Penalty: 2511.305664
	Iteration 7Q: 3 clusters Score -96645.09 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -96681.351562 Penalty: 2511.305664
	Iteration 8Q: 3 clusters Score -96681.35 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -96717.453125 Penalty: 2511.305664
	Iteration 9Q: 3 clusters Score -96717.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -96742.875000 Penalty: 2511.305664
	Iteration 10Q: 3 clusters Score -96742.88 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -96768.390625 Penalty: 2511.305664
	Iteration 11Q: 3 clusters Score -96768.39 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -96796.429688 Penalty: 2511.305664
	Iteration 12Q: 3 clusters Score -96796.43 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -96826.773438 Penalty: 2511.305664
	Iteration 13Q: 3 clusters Score -96826.77 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -96855.695312 Penalty: 2511.305664
	Iteration 14Q: 3 clusters Score -96855.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -96880.359375 Penalty: 2511.305664
	Iteration 15Q: 3 clusters Score -96880.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -96894.164062 Penalty: 2511.305664
	Iteration 16Q: 3 clusters Score -96894.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -96911.960938 Penalty: 2511.305664
	Iteration 17Q: 3 clusters Score -96911.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -96927.976562 Penalty: 2511.305664
	Iteration 18Q: 3 clusters Score -96927.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -96946.250000 Penalty: 2511.305664
	Iteration 19Q: 3 clusters Score -96946.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -96964.531250 Penalty: 2511.305664
	Iteration 20F: 3 clusters Score -96964.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -96982.148438 Penalty: 2511.305664
	Iteration 21Q: 3 clusters Score -96982.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -96997.835938 Penalty: 2511.305664
	Iteration 22Q: 3 clusters Score -96997.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -97014.593750 Penalty: 2511.305664
	Iteration 23Q: 3 clusters Score -97014.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -97026.429688 Penalty: 2511.305664
	Iteration 24Q: 3 clusters Score -97026.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -97038.140625 Penalty: 2511.305664
	Iteration 25Q: 3 clusters Score -97038.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -97048.156250 Penalty: 2511.305664
	Iteration 26Q: 3 clusters Score -97048.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -97057.250000 Penalty: 2511.305664
	Iteration 27Q: 3 clusters Score -97057.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -97062.546875 Penalty: 2511.305664
	Iteration 28Q: 3 clusters Score -97062.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -97064.648438 Penalty: 2511.305664
	Iteration 29Q: 3 clusters Score -97064.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -97065.710938 Penalty: 2511.305664
	Iteration 30Q: 3 clusters Score -97065.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -97066.351562 Penalty: 2511.305664
	Iteration 31Q: 3 clusters Score -97066.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -97066.351562 Penalty: 2511.305664
	Iteration 32F: 3 clusters Score -97066.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Entering Unmasked Estep 
Score: -1062867.375000 Penalty: 1613.250000
	Iteration 0F: 2 clusters Score -1062867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1048922.500000 Penalty: 3226.500000
	Iteration 0F: 3 clusters Score -1048922 nChanged 9236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1054046.625000 Penalty: 3226.500000
	Iteration 1F: 3 clusters Score -1054047 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1054496.125000 Penalty: 3226.500000
	Iteration 2F: 3 clusters Score -1054496 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1054954.125000 Penalty: 3226.500000
	Iteration 3Q: 3 clusters Score -1054954 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1055510.375000 Penalty: 3226.500000
	Iteration 4F: 3 clusters Score -1055510 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1056144.875000 Penalty: 3226.500000
	Iteration 5F: 3 clusters Score -1056145 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1056939.875000 Penalty: 3226.500000
	Iteration 6F: 3 clusters Score -1056940 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1057910.500000 Penalty: 3226.500000
	Iteration 7F: 3 clusters Score -1057910 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1058988.625000 Penalty: 3226.500000
	Iteration 8F: 3 clusters Score -1058989 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1059895.375000 Penalty: 3226.500000
	Iteration 9F: 3 clusters Score -1059895 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1060360.500000 Penalty: 3226.500000
	Iteration 10Q: 3 clusters Score -1060360 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1060560.875000 Penalty: 3226.500000
	Iteration 11Q: 3 clusters Score -1060561 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1060688.625000 Penalty: 3226.500000
	Iteration 12Q: 3 clusters Score -1060689 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1060766.625000 Penalty: 3226.500000
	Iteration 13Q: 3 clusters Score -1060767 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1060828.000000 Penalty: 3226.500000
	Iteration 14Q: 3 clusters Score -1060828 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1060876.250000 Penalty: 3226.500000
	Iteration 15Q: 3 clusters Score -1060876 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1060944.125000 Penalty: 3226.500000
	Iteration 16Q: 3 clusters Score -1060944 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1061006.125000 Penalty: 3226.500000
	Iteration 17Q: 3 clusters Score -1061006 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1061062.750000 Penalty: 3226.500000
	Iteration 18Q: 3 clusters Score -1061063 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1061125.750000 Penalty: 3226.500000
	Iteration 19Q: 3 clusters Score -1061126 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1061188.625000 Penalty: 3226.500000
	Iteration 20F: 3 clusters Score -1061189 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1061254.750000 Penalty: 3226.500000
	Iteration 21Q: 3 clusters Score -1061255 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1061323.125000 Penalty: 3226.500000
	Iteration 22Q: 3 clusters Score -1061323 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1061390.125000 Penalty: 3226.500000
	Iteration 23Q: 3 clusters Score -1061390 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1061438.875000 Penalty: 3226.500000
	Iteration 24Q: 3 clusters Score -1061439 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1061485.875000 Penalty: 3226.500000
	Iteration 25Q: 3 clusters Score -1061486 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1061527.000000 Penalty: 3226.500000
	Iteration 26Q: 3 clusters Score -1061527 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1061560.125000 Penalty: 3226.500000
	Iteration 27Q: 3 clusters Score -1061560 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1061593.500000 Penalty: 3226.500000
	Iteration 28Q: 3 clusters Score -1061594 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1061626.000000 Penalty: 3226.500000
	Iteration 29Q: 3 clusters Score -1061626 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1061657.500000 Penalty: 3226.500000
	Iteration 30Q: 3 clusters Score -1061658 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1061693.125000 Penalty: 3226.500000
	Iteration 31Q: 3 clusters Score -1061693 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1061721.750000 Penalty: 3226.500000
	Iteration 32Q: 3 clusters Score -1061722 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1061740.625000 Penalty: 3226.500000
	Iteration 33Q: 3 clusters Score -1061741 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1061759.500000 Penalty: 3226.500000
	Iteration 34Q: 3 clusters Score -1061760 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1061774.500000 Penalty: 3226.500000
	Iteration 35Q: 3 clusters Score -1061774 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1061785.625000 Penalty: 3226.500000
	Iteration 36Q: 3 clusters Score -1061786 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1061792.125000 Penalty: 3226.500000
	Iteration 37Q: 3 clusters Score -1061792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1061798.625000 Penalty: 3226.500000
	Iteration 38Q: 3 clusters Score -1061799 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1061811.250000 Penalty: 3226.500000
	Iteration 39Q: 3 clusters Score -1061811 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1061817.375000 Penalty: 3226.500000
	Iteration 40F: 3 clusters Score -1061817 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1061828.125000 Penalty: 3226.500000
	Iteration 41Q: 3 clusters Score -1061828 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1061841.500000 Penalty: 3226.500000
	Iteration 42Q: 3 clusters Score -1061842 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1061858.875000 Penalty: 3226.500000
	Iteration 43Q: 3 clusters Score -1061859 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1061866.375000 Penalty: 3226.500000
	Iteration 44Q: 3 clusters Score -1061866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1061873.875000 Penalty: 3226.500000
	Iteration 45Q: 3 clusters Score -1061874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1061881.750000 Penalty: 3226.500000
	Iteration 46Q: 3 clusters Score -1061882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1061886.375000 Penalty: 3226.500000
	Iteration 47Q: 3 clusters Score -1061886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1061888.250000 Penalty: 3226.500000
	Iteration 48Q: 3 clusters Score -1061888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1061889.750000 Penalty: 3226.500000
	Iteration 49Q: 3 clusters Score -1061890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1061892.125000 Penalty: 3226.500000
	Iteration 50Q: 3 clusters Score -1061892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1061893.750000 Penalty: 3226.500000
	Iteration 51Q: 3 clusters Score -1061894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1061895.250000 Penalty: 3226.500000
	Iteration 52Q: 3 clusters Score -1061895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1061893.625000 Penalty: 3226.500000
	Iteration 53Q: 3 clusters Score -1061894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1061896.375000 Penalty: 3226.500000
	Iteration 54Q: 3 clusters Score -1061896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1061898.000000 Penalty: 3226.500000
	Iteration 55Q: 3 clusters Score -1061898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1061899.125000 Penalty: 3226.500000
	Iteration 56Q: 3 clusters Score -1061899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1061901.375000 Penalty: 3226.500000
	Iteration 57Q: 3 clusters Score -1061901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1061900.750000 Penalty: 3226.500000
	Iteration 58Q: 3 clusters Score -1061901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1061903.750000 Penalty: 3226.500000
	Iteration 59Q: 3 clusters Score -1061904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1061904.875000 Penalty: 3226.500000
	Iteration 60F: 3 clusters Score -1061905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1061903.750000 Penalty: 3226.500000
	Iteration 61Q: 3 clusters Score -1061904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1061904.875000 Penalty: 3226.500000
	Iteration 62Q: 3 clusters Score -1061905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1061904.750000 Penalty: 3226.500000
	Iteration 63Q: 3 clusters Score -1061905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1061905.625000 Penalty: 3226.500000
	Iteration 64Q: 3 clusters Score -1061906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1061907.250000 Penalty: 3226.500000
	Iteration 65Q: 3 clusters Score -1061907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1061908.875000 Penalty: 3226.500000
	Iteration 66Q: 3 clusters Score -1061909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1061909.375000 Penalty: 3226.500000
	Iteration 67Q: 3 clusters Score -1061909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1061910.125000 Penalty: 3226.500000
	Iteration 68Q: 3 clusters Score -1061910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1061910.125000 Penalty: 3226.500000
	Iteration 69Q: 3 clusters Score -1061910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1061912.000000 Penalty: 3226.500000
	Iteration 70Q: 3 clusters Score -1061912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1061914.750000 Penalty: 3226.500000
	Iteration 71Q: 3 clusters Score -1061915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1061915.250000 Penalty: 3226.500000
	Iteration 72Q: 3 clusters Score -1061915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1061915.125000 Penalty: 3226.500000
	Iteration 73Q: 3 clusters Score -1061915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1061915.375000 Penalty: 3226.500000
	Iteration 74Q: 3 clusters Score -1061915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1061916.875000 Penalty: 3226.500000
	Iteration 75Q: 3 clusters Score -1061917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1061917.375000 Penalty: 3226.500000
	Iteration 76Q: 3 clusters Score -1061917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1061918.000000 Penalty: 3226.500000
	Iteration 77Q: 3 clusters Score -1061918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1061922.125000 Penalty: 3226.500000
	Iteration 78Q: 3 clusters Score -1061922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1061923.375000 Penalty: 3226.500000
	Iteration 79Q: 3 clusters Score -1061923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1061927.625000 Penalty: 3226.500000
	Iteration 80F: 3 clusters Score -1061928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1061934.500000 Penalty: 3226.500000
	Iteration 81Q: 3 clusters Score -1061934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1061936.625000 Penalty: 3226.500000
	Iteration 82Q: 3 clusters Score -1061937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1061936.625000 Penalty: 3226.500000
	Iteration 83Q: 3 clusters Score -1061937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1061935.250000 Penalty: 3226.500000
	Iteration 84Q: 3 clusters Score -1061935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1061935.875000 Penalty: 3226.500000
	Iteration 85Q: 3 clusters Score -1061936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1061936.000000 Penalty: 3226.500000
	Iteration 86Q: 3 clusters Score -1061936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1061935.875000 Penalty: 3226.500000
	Iteration 87Q: 3 clusters Score -1061936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1061936.375000 Penalty: 3226.500000
	Iteration 88Q: 3 clusters Score -1061936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1061937.125000 Penalty: 3226.500000
	Iteration 89Q: 3 clusters Score -1061937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1061936.375000 Penalty: 3226.500000
	Iteration 90Q: 3 clusters Score -1061936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1061937.625000 Penalty: 3226.500000
	Iteration 91Q: 3 clusters Score -1061938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1061937.625000 Penalty: 3226.500000
	Iteration 92F: 3 clusters Score -1061938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (40644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Entering Unmasked Estep 
Score: -2158581.250000 Penalty: 1724.548462
	Iteration 0F: 2 clusters Score -2158581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -2131331.250000 Penalty: 3449.096924
	Iteration 0F: 3 clusters Score -2131331 nChanged 18843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -2141838.750000 Penalty: 3449.096924
	Iteration 1F: 3 clusters Score -2141839 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -2142270.000000 Penalty: 3449.096924
	Iteration 2Q: 3 clusters Score -2142270 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -2142850.000000 Penalty: 3449.096924
	Iteration 3Q: 3 clusters Score -2142850 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -2143744.500000 Penalty: 3449.096924
	Iteration 4F: 3 clusters Score -2143744 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -2145195.250000 Penalty: 3449.096924
	Iteration 5F: 3 clusters Score -2145195 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -2147523.750000 Penalty: 3449.096924
	Iteration 6F: 3 clusters Score -2147524 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -2150736.250000 Penalty: 3449.096924
	Iteration 7F: 3 clusters Score -2150736 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -2153869.750000 Penalty: 3449.096924
	Iteration 8F: 3 clusters Score -2153870 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -2155869.750000 Penalty: 3449.096924
	Iteration 9Q: 3 clusters Score -2155870 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 40217 members 
Entering Unmasked Estep 
Score: -2156681.250000 Penalty: 3449.096924
	Iteration 10Q: 3 clusters Score -2156681 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -2156890.000000 Penalty: 3449.096924
	Iteration 11Q: 3 clusters Score -2156890 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -2156985.500000 Penalty: 3449.096924
	Iteration 12Q: 3 clusters Score -2156986 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 40491 members 
Entering Unmasked Estep 
Score: -2157045.750000 Penalty: 3449.096924
	Iteration 13Q: 3 clusters Score -2157046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 40491 members 
Entering Unmasked Estep 
Score: -2157058.250000 Penalty: 3449.096924
	Iteration 14Q: 3 clusters Score -2157058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 40490 members 
Entering Unmasked Estep 
Score: -2157062.000000 Penalty: 3449.096924
	Iteration 15Q: 3 clusters Score -2157062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 40490 members 
Entering Unmasked Estep 
Score: -2157063.500000 Penalty: 3449.096924
	Iteration 16Q: 3 clusters Score -2157064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -2157062.000000 Penalty: 3449.096924
	Iteration 17Q: 3 clusters Score -2157062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 40490 members 
Entering Unmasked Estep 
Score: -2157064.500000 Penalty: 3449.096924
	Iteration 18Q: 3 clusters Score -2157064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -2157071.500000 Penalty: 3449.096924
	Iteration 19Q: 3 clusters Score -2157072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -2157076.500000 Penalty: 3449.096924
	Iteration 20F: 3 clusters Score -2157076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -2157080.000000 Penalty: 3449.096924
	Iteration 21Q: 3 clusters Score -2157080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -2157086.000000 Penalty: 3449.096924
	Iteration 22Q: 3 clusters Score -2157086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -2157090.250000 Penalty: 3449.096924
	Iteration 23Q: 3 clusters Score -2157090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -2157098.000000 Penalty: 3449.096924
	Iteration 24Q: 3 clusters Score -2157098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -2157120.000000 Penalty: 3449.096924
	Iteration 25Q: 3 clusters Score -2157120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -2157131.750000 Penalty: 3449.096924
	Iteration 26Q: 3 clusters Score -2157132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -2157137.500000 Penalty: 3449.096924
	Iteration 27Q: 3 clusters Score -2157138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -2157142.750000 Penalty: 3449.096924
	Iteration 28Q: 3 clusters Score -2157143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -2157146.500000 Penalty: 3449.096924
	Iteration 29Q: 3 clusters Score -2157146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -2157154.000000 Penalty: 3449.096924
	Iteration 30Q: 3 clusters Score -2157154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -2157160.000000 Penalty: 3449.096924
	Iteration 31Q: 3 clusters Score -2157160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -2157166.250000 Penalty: 3449.096924
	Iteration 32Q: 3 clusters Score -2157166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -2157173.000000 Penalty: 3449.096924
	Iteration 33Q: 3 clusters Score -2157173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -2157178.000000 Penalty: 3449.096924
	Iteration 34Q: 3 clusters Score -2157178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -2157178.000000 Penalty: 3449.096924
	Iteration 35F: 3 clusters Score -2157178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Entering Unmasked Estep 
Score: -604731.937500 Penalty: 1529.006836
	Iteration 0F: 2 clusters Score -604731.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -596103.187500 Penalty: 3058.013672
	Iteration 0F: 3 clusters Score -596103.2 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -598923.375000 Penalty: 3058.013672
	Iteration 1F: 3 clusters Score -598923.4 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -599206.875000 Penalty: 3058.013672
	Iteration 2F: 3 clusters Score -599206.9 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -599481.125000 Penalty: 3058.013672
	Iteration 3F: 3 clusters Score -599481.1 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -599756.562500 Penalty: 3058.013672
	Iteration 4Q: 3 clusters Score -599756.6 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -600090.437500 Penalty: 3058.013672
	Iteration 5Q: 3 clusters Score -600090.4 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -600543.187500 Penalty: 3058.013672
	Iteration 6F: 3 clusters Score -600543.2 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -601071.250000 Penalty: 3058.013672
	Iteration 7F: 3 clusters Score -601071.2 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -601646.625000 Penalty: 3058.013672
	Iteration 8F: 3 clusters Score -601646.6 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -602219.437500 Penalty: 3058.013672
	Iteration 9F: 3 clusters Score -602219.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -602657.062500 Penalty: 3058.013672
	Iteration 10Q: 3 clusters Score -602657.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -602959.750000 Penalty: 3058.013672
	Iteration 11Q: 3 clusters Score -602959.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -603144.750000 Penalty: 3058.013672
	Iteration 12Q: 3 clusters Score -603144.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -603256.875000 Penalty: 3058.013672
	Iteration 13Q: 3 clusters Score -603256.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -603315.687500 Penalty: 3058.013672
	Iteration 14Q: 3 clusters Score -603315.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -603343.437500 Penalty: 3058.013672
	Iteration 15Q: 3 clusters Score -603343.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -603365.687500 Penalty: 3058.013672
	Iteration 16Q: 3 clusters Score -603365.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -603373.375000 Penalty: 3058.013672
	Iteration 17Q: 3 clusters Score -603373.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -603379.437500 Penalty: 3058.013672
	Iteration 18Q: 3 clusters Score -603379.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -603389.125000 Penalty: 3058.013672
	Iteration 19Q: 3 clusters Score -603389.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -603396.187500 Penalty: 3058.013672
	Iteration 20F: 3 clusters Score -603396.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -603405.375000 Penalty: 3058.013672
	Iteration 21Q: 3 clusters Score -603405.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -603410.312500 Penalty: 3058.013672
	Iteration 22Q: 3 clusters Score -603410.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -603412.312500 Penalty: 3058.013672
	Iteration 23Q: 3 clusters Score -603412.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -603413.437500 Penalty: 3058.013672
	Iteration 24Q: 3 clusters Score -603413.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -603413.437500 Penalty: 3058.013672
	Iteration 25F: 3 clusters Score -603413.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Entering Unmasked Estep 
Score: -391251.468750 Penalty: 1445.784546
	Iteration 0F: 2 clusters Score -391251.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -385802.093750 Penalty: 2891.569092
	Iteration 0F: 3 clusters Score -385802.1 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -387517.843750 Penalty: 2891.569092
	Iteration 1F: 3 clusters Score -387517.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -387729.875000 Penalty: 2891.569092
	Iteration 2F: 3 clusters Score -387729.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -387880.750000 Penalty: 2891.569092
	Iteration 3Q: 3 clusters Score -387880.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -387998.468750 Penalty: 2891.569092
	Iteration 4Q: 3 clusters Score -387998.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -388116.843750 Penalty: 2891.569092
	Iteration 5Q: 3 clusters Score -388116.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -388255.750000 Penalty: 2891.569092
	Iteration 6Q: 3 clusters Score -388255.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -388427.062500 Penalty: 2891.569092
	Iteration 7Q: 3 clusters Score -388427.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -388615.187500 Penalty: 2891.569092
	Iteration 8Q: 3 clusters Score -388615.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -388826.093750 Penalty: 2891.569092
	Iteration 9Q: 3 clusters Score -388826.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -389029.218750 Penalty: 2891.569092
	Iteration 10Q: 3 clusters Score -389029.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -389242.062500 Penalty: 2891.569092
	Iteration 11Q: 3 clusters Score -389242.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -389434.718750 Penalty: 2891.569092
	Iteration 12Q: 3 clusters Score -389434.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -389599.781250 Penalty: 2891.569092
	Iteration 13Q: 3 clusters Score -389599.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -389737.125000 Penalty: 2891.569092
	Iteration 14Q: 3 clusters Score -389737.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -389845.656250 Penalty: 2891.569092
	Iteration 15Q: 3 clusters Score -389845.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -389900.375000 Penalty: 2891.569092
	Iteration 16Q: 3 clusters Score -389900.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -389936.687500 Penalty: 2891.569092
	Iteration 17Q: 3 clusters Score -389936.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -389953.125000 Penalty: 2891.569092
	Iteration 18Q: 3 clusters Score -389953.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -389970.031250 Penalty: 2891.569092
	Iteration 19Q: 3 clusters Score -389970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -389981.968750 Penalty: 2891.569092
	Iteration 20F: 3 clusters Score -389982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -389991.062500 Penalty: 2891.569092
	Iteration 21Q: 3 clusters Score -389991.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -389999.750000 Penalty: 2891.569092
	Iteration 22Q: 3 clusters Score -389999.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -390009.468750 Penalty: 2891.569092
	Iteration 23Q: 3 clusters Score -390009.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -390017.875000 Penalty: 2891.569092
	Iteration 24Q: 3 clusters Score -390017.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -390027.968750 Penalty: 2891.569092
	Iteration 25Q: 3 clusters Score -390028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -390037.000000 Penalty: 2891.569092
	Iteration 26Q: 3 clusters Score -390037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -390041.031250 Penalty: 2891.569092
	Iteration 27Q: 3 clusters Score -390041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -390043.125000 Penalty: 2891.569092
	Iteration 28Q: 3 clusters Score -390043.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -390045.812500 Penalty: 2891.569092
	Iteration 29Q: 3 clusters Score -390045.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -390047.750000 Penalty: 2891.569092
	Iteration 30Q: 3 clusters Score -390047.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -390047.625000 Penalty: 2891.569092
	Iteration 31Q: 3 clusters Score -390047.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -390047.625000 Penalty: 2891.569092
	Iteration 32F: 3 clusters Score -390047.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (152768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152768 members 
Entering Unmasked Estep 
Score: -8096206.000000 Penalty: 1939.709839
	Iteration 0F: 2 clusters Score -8096206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76497 members 
Mstep: Class 2 contains 76271 members 
Entering Unmasked Estep 
Score: -7993677.500000 Penalty: 3879.419678
	Iteration 0F: 3 clusters Score -7993678 nChanged 73840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77797 members 
Mstep: Class 2 contains 74971 members 
Entering Unmasked Estep 
Score: -8036653.000000 Penalty: 3879.419678
	Iteration 1F: 3 clusters Score -8036653 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79014 members 
Mstep: Class 2 contains 73754 members 
Entering Unmasked Estep 
Score: -8037585.500000 Penalty: 3879.419678
	Iteration 2Q: 3 clusters Score -8037586 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80997 members 
Mstep: Class 2 contains 71771 members 
Entering Unmasked Estep 
Score: -8038916.000000 Penalty: 3879.419678
	Iteration 3Q: 3 clusters Score -8038916 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84081 members 
Mstep: Class 2 contains 68687 members 
Entering Unmasked Estep 
Score: -8040851.500000 Penalty: 3879.419678
	Iteration 4Q: 3 clusters Score -8040852 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88814 members 
Mstep: Class 2 contains 63954 members 
Entering Unmasked Estep 
Score: -8043969.500000 Penalty: 3879.419678
	Iteration 5Q: 3 clusters Score -8043970 nChanged 8925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95523 members 
Mstep: Class 2 contains 57245 members 
Entering Unmasked Estep 
Score: -8048762.500000 Penalty: 3879.419678
	Iteration 6F: 3 clusters Score -8048762 nChanged 10557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104330 members 
Mstep: Class 2 contains 48438 members 
Entering Unmasked Estep 
Score: -8055669.000000 Penalty: 3879.419678
	Iteration 7F: 3 clusters Score -8055669 nChanged 11374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114526 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -8064400.500000 Penalty: 3879.419678
	Iteration 8F: 3 clusters Score -8064400 nChanged 10607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124567 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -8073955.500000 Penalty: 3879.419678
	Iteration 9F: 3 clusters Score -8073956 nChanged 8312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132595 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -8082143.000000 Penalty: 3879.419678
	Iteration 10F: 3 clusters Score -8082143 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137791 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -8087898.000000 Penalty: 3879.419678
	Iteration 11Q: 3 clusters Score -8087898 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140746 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -8091054.000000 Penalty: 3879.419678
	Iteration 12Q: 3 clusters Score -8091054 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142584 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -8092668.500000 Penalty: 3879.419678
	Iteration 13Q: 3 clusters Score -8092668 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143846 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -8093504.000000 Penalty: 3879.419678
	Iteration 14Q: 3 clusters Score -8093504 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144853 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -8094016.500000 Penalty: 3879.419678
	Iteration 15Q: 3 clusters Score -8094016 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145630 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -8094345.000000 Penalty: 3879.419678
	Iteration 16Q: 3 clusters Score -8094345 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146250 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -8094567.500000 Penalty: 3879.419678
	Iteration 17Q: 3 clusters Score -8094568 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146741 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -8094702.500000 Penalty: 3879.419678
	Iteration 18Q: 3 clusters Score -8094702 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147148 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -8094783.500000 Penalty: 3879.419678
	Iteration 19Q: 3 clusters Score -8094784 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147471 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -8094889.500000 Penalty: 3879.419678
	Iteration 20F: 3 clusters Score -8094890 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147704 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -8094938.000000 Penalty: 3879.419678
	Iteration 21Q: 3 clusters Score -8094938 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147915 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -8094978.500000 Penalty: 3879.419678
	Iteration 22Q: 3 clusters Score -8094978 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148104 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -8095035.500000 Penalty: 3879.419678
	Iteration 23Q: 3 clusters Score -8095036 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148255 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -8095058.000000 Penalty: 3879.419678
	Iteration 24Q: 3 clusters Score -8095058 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148382 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -8095070.000000 Penalty: 3879.419678
	Iteration 25Q: 3 clusters Score -8095070 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148479 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -8095086.500000 Penalty: 3879.419678
	Iteration 26Q: 3 clusters Score -8095086 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148580 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -8095104.000000 Penalty: 3879.419678
	Iteration 27Q: 3 clusters Score -8095104 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148679 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -8095117.000000 Penalty: 3879.419678
	Iteration 28Q: 3 clusters Score -8095117 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148767 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -8095134.000000 Penalty: 3879.419678
	Iteration 29Q: 3 clusters Score -8095134 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148824 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -8095155.000000 Penalty: 3879.419678
	Iteration 30Q: 3 clusters Score -8095155 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148870 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -8095153.500000 Penalty: 3879.419678
	Iteration 31Q: 3 clusters Score -8095154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148904 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -8095162.500000 Penalty: 3879.419678
	Iteration 32Q: 3 clusters Score -8095162 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148940 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -8095149.500000 Penalty: 3879.419678
	Iteration 33Q: 3 clusters Score -8095150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148970 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -8095148.000000 Penalty: 3879.419678
	Iteration 34Q: 3 clusters Score -8095148 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149002 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -8095143.000000 Penalty: 3879.419678
	Iteration 35Q: 3 clusters Score -8095143 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149030 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -8095135.000000 Penalty: 3879.419678
	Iteration 36Q: 3 clusters Score -8095135 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149046 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -8095142.500000 Penalty: 3879.419678
	Iteration 37Q: 3 clusters Score -8095142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149064 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -8095130.500000 Penalty: 3879.419678
	Iteration 38Q: 3 clusters Score -8095130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149082 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -8095147.000000 Penalty: 3879.419678
	Iteration 39Q: 3 clusters Score -8095147 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149106 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -8095150.000000 Penalty: 3879.419678
	Iteration 40F: 3 clusters Score -8095150 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149137 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -8095157.500000 Penalty: 3879.419678
	Iteration 41Q: 3 clusters Score -8095158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149160 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -8095180.500000 Penalty: 3879.419678
	Iteration 42Q: 3 clusters Score -8095180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149183 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -8095178.000000 Penalty: 3879.419678
	Iteration 43Q: 3 clusters Score -8095178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149198 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -8095178.500000 Penalty: 3879.419678
	Iteration 44Q: 3 clusters Score -8095178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149207 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -8095176.000000 Penalty: 3879.419678
	Iteration 45Q: 3 clusters Score -8095176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149223 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -8095187.000000 Penalty: 3879.419678
	Iteration 46Q: 3 clusters Score -8095187 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149240 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -8095201.500000 Penalty: 3879.419678
	Iteration 47Q: 3 clusters Score -8095202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149249 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -8095199.500000 Penalty: 3879.419678
	Iteration 48Q: 3 clusters Score -8095200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149262 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -8095194.000000 Penalty: 3879.419678
	Iteration 49Q: 3 clusters Score -8095194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149279 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -8095200.000000 Penalty: 3879.419678
	Iteration 50Q: 3 clusters Score -8095200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149293 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -8095195.500000 Penalty: 3879.419678
	Iteration 51Q: 3 clusters Score -8095196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149309 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -8095193.000000 Penalty: 3879.419678
	Iteration 52Q: 3 clusters Score -8095193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149324 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -8095191.500000 Penalty: 3879.419678
	Iteration 53Q: 3 clusters Score -8095192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149340 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -8095181.500000 Penalty: 3879.419678
	Iteration 54Q: 3 clusters Score -8095182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149356 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -8095175.500000 Penalty: 3879.419678
	Iteration 55Q: 3 clusters Score -8095176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149374 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -8095190.500000 Penalty: 3879.419678
	Iteration 56Q: 3 clusters Score -8095190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149390 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -8095204.000000 Penalty: 3879.419678
	Iteration 57Q: 3 clusters Score -8095204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149397 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -8095206.500000 Penalty: 3879.419678
	Iteration 58Q: 3 clusters Score -8095206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149403 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -8095199.000000 Penalty: 3879.419678
	Iteration 59Q: 3 clusters Score -8095199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149408 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -8095201.000000 Penalty: 3879.419678
	Iteration 60F: 3 clusters Score -8095201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149417 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -8095196.500000 Penalty: 3879.419678
	Iteration 61Q: 3 clusters Score -8095196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149427 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -8095213.000000 Penalty: 3879.419678
	Iteration 62Q: 3 clusters Score -8095213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149442 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -8095199.000000 Penalty: 3879.419678
	Iteration 63Q: 3 clusters Score -8095199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149447 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -8095192.500000 Penalty: 3879.419678
	Iteration 64Q: 3 clusters Score -8095192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149452 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -8095198.500000 Penalty: 3879.419678
	Iteration 65Q: 3 clusters Score -8095198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149456 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -8095194.000000 Penalty: 3879.419678
	Iteration 66Q: 3 clusters Score -8095194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149461 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -8095206.500000 Penalty: 3879.419678
	Iteration 67Q: 3 clusters Score -8095206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149466 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -8095193.000000 Penalty: 3879.419678
	Iteration 68Q: 3 clusters Score -8095193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149474 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -8095198.000000 Penalty: 3879.419678
	Iteration 69Q: 3 clusters Score -8095198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149478 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -8095203.500000 Penalty: 3879.419678
	Iteration 70Q: 3 clusters Score -8095204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149482 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -8095201.000000 Penalty: 3879.419678
	Iteration 71Q: 3 clusters Score -8095201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149487 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -8095204.000000 Penalty: 3879.419678
	Iteration 72Q: 3 clusters Score -8095204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149493 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -8095196.500000 Penalty: 3879.419678
	Iteration 73Q: 3 clusters Score -8095196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149500 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -8095198.000000 Penalty: 3879.419678
	Iteration 74Q: 3 clusters Score -8095198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149509 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -8095195.500000 Penalty: 3879.419678
	Iteration 75Q: 3 clusters Score -8095196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149518 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -8095190.500000 Penalty: 3879.419678
	Iteration 76Q: 3 clusters Score -8095190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149522 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -8095206.500000 Penalty: 3879.419678
	Iteration 77Q: 3 clusters Score -8095206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149526 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -8095202.500000 Penalty: 3879.419678
	Iteration 78Q: 3 clusters Score -8095202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149529 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -8095194.500000 Penalty: 3879.419678
	Iteration 79Q: 3 clusters Score -8095194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149537 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -8095190.000000 Penalty: 3879.419678
	Iteration 80F: 3 clusters Score -8095190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149541 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -8095183.500000 Penalty: 3879.419678
	Iteration 81Q: 3 clusters Score -8095184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149548 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -8095182.500000 Penalty: 3879.419678
	Iteration 82Q: 3 clusters Score -8095182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149553 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -8095193.500000 Penalty: 3879.419678
	Iteration 83Q: 3 clusters Score -8095194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149558 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -8095179.000000 Penalty: 3879.419678
	Iteration 84Q: 3 clusters Score -8095179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149560 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -8095182.500000 Penalty: 3879.419678
	Iteration 85Q: 3 clusters Score -8095182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149563 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -8095180.500000 Penalty: 3879.419678
	Iteration 86Q: 3 clusters Score -8095180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149563 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -8095180.500000 Penalty: 3879.419678
	Iteration 87F: 3 clusters Score -8095180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Entering Unmasked Estep 
Score: -1604423.875000 Penalty: 1675.982910
	Iteration 0F: 2 clusters Score -1604424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -1584125.125000 Penalty: 3351.965820
	Iteration 0F: 3 clusters Score -1584125 nChanged 13825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -1591987.500000 Penalty: 3351.965820
	Iteration 1F: 3 clusters Score -1591988 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -1592632.750000 Penalty: 3351.965820
	Iteration 2F: 3 clusters Score -1592633 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -1593451.500000 Penalty: 3351.965820
	Iteration 3F: 3 clusters Score -1593452 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -1594646.500000 Penalty: 3351.965820
	Iteration 4F: 3 clusters Score -1594646 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -1596288.750000 Penalty: 3351.965820
	Iteration 5F: 3 clusters Score -1596289 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -1598157.375000 Penalty: 3351.965820
	Iteration 6F: 3 clusters Score -1598157 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -1599787.000000 Penalty: 3351.965820
	Iteration 7F: 3 clusters Score -1599787 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -1601019.000000 Penalty: 3351.965820
	Iteration 8Q: 3 clusters Score -1601019 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -1601840.625000 Penalty: 3351.965820
	Iteration 9Q: 3 clusters Score -1601841 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -1602283.000000 Penalty: 3351.965820
	Iteration 10Q: 3 clusters Score -1602283 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -1602549.875000 Penalty: 3351.965820
	Iteration 11Q: 3 clusters Score -1602550 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -1602728.000000 Penalty: 3351.965820
	Iteration 12Q: 3 clusters Score -1602728 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -1602845.750000 Penalty: 3351.965820
	Iteration 13Q: 3 clusters Score -1602846 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -1602906.500000 Penalty: 3351.965820
	Iteration 14Q: 3 clusters Score -1602906 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -1602951.250000 Penalty: 3351.965820
	Iteration 15Q: 3 clusters Score -1602951 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -1602982.000000 Penalty: 3351.965820
	Iteration 16Q: 3 clusters Score -1602982 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -1603002.625000 Penalty: 3351.965820
	Iteration 17Q: 3 clusters Score -1603003 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -1603015.625000 Penalty: 3351.965820
	Iteration 18Q: 3 clusters Score -1603016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -1603017.500000 Penalty: 3351.965820
	Iteration 19Q: 3 clusters Score -1603018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -1603021.375000 Penalty: 3351.965820
	Iteration 20F: 3 clusters Score -1603021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -1603029.375000 Penalty: 3351.965820
	Iteration 21Q: 3 clusters Score -1603029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -1603032.000000 Penalty: 3351.965820
	Iteration 22Q: 3 clusters Score -1603032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -1603034.500000 Penalty: 3351.965820
	Iteration 23Q: 3 clusters Score -1603034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -1603041.875000 Penalty: 3351.965820
	Iteration 24Q: 3 clusters Score -1603042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -1603039.375000 Penalty: 3351.965820
	Iteration 25Q: 3 clusters Score -1603039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -1603039.625000 Penalty: 3351.965820
	Iteration 26Q: 3 clusters Score -1603040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -1603042.250000 Penalty: 3351.965820
	Iteration 27Q: 3 clusters Score -1603042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -1603050.375000 Penalty: 3351.965820
	Iteration 28Q: 3 clusters Score -1603050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -1603053.125000 Penalty: 3351.965820
	Iteration 29Q: 3 clusters Score -1603053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -1603056.250000 Penalty: 3351.965820
	Iteration 30Q: 3 clusters Score -1603056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -1603051.125000 Penalty: 3351.965820
	Iteration 31Q: 3 clusters Score -1603051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -1603055.000000 Penalty: 3351.965820
	Iteration 32Q: 3 clusters Score -1603055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -1603055.875000 Penalty: 3351.965820
	Iteration 33Q: 3 clusters Score -1603056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -1603057.125000 Penalty: 3351.965820
	Iteration 34Q: 3 clusters Score -1603057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -1603059.750000 Penalty: 3351.965820
	Iteration 35Q: 3 clusters Score -1603060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -1603064.875000 Penalty: 3351.965820
	Iteration 36Q: 3 clusters Score -1603065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -1603068.250000 Penalty: 3351.965820
	Iteration 37Q: 3 clusters Score -1603068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -1603069.125000 Penalty: 3351.965820
	Iteration 38Q: 3 clusters Score -1603069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -1603070.750000 Penalty: 3351.965820
	Iteration 39Q: 3 clusters Score -1603071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -1603073.000000 Penalty: 3351.965820
	Iteration 40F: 3 clusters Score -1603073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -1603075.250000 Penalty: 3351.965820
	Iteration 41Q: 3 clusters Score -1603075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -1603078.625000 Penalty: 3351.965820
	Iteration 42Q: 3 clusters Score -1603079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -1603079.875000 Penalty: 3351.965820
	Iteration 43Q: 3 clusters Score -1603080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -1603080.875000 Penalty: 3351.965820
	Iteration 44Q: 3 clusters Score -1603081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -1603081.625000 Penalty: 3351.965820
	Iteration 45Q: 3 clusters Score -1603082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -1603083.375000 Penalty: 3351.965820
	Iteration 46Q: 3 clusters Score -1603083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -1603080.875000 Penalty: 3351.965820
	Iteration 47Q: 3 clusters Score -1603081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -1603080.875000 Penalty: 3351.965820
	Iteration 48F: 3 clusters Score -1603081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Entering Unmasked Estep 
Score: -384693.468750 Penalty: 1445.584351
	Iteration 0F: 2 clusters Score -384693.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -379263.312500 Penalty: 2891.168701
	Iteration 0F: 3 clusters Score -379263.3 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -380861.812500 Penalty: 2891.168701
	Iteration 1F: 3 clusters Score -380861.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -381056.593750 Penalty: 2891.168701
	Iteration 2F: 3 clusters Score -381056.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -381187.656250 Penalty: 2891.168701
	Iteration 3Q: 3 clusters Score -381187.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -381294.250000 Penalty: 2891.168701
	Iteration 4Q: 3 clusters Score -381294.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -381397.156250 Penalty: 2891.168701
	Iteration 5Q: 3 clusters Score -381397.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -381510.437500 Penalty: 2891.168701
	Iteration 6Q: 3 clusters Score -381510.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -381654.250000 Penalty: 2891.168701
	Iteration 7Q: 3 clusters Score -381654.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -381810.281250 Penalty: 2891.168701
	Iteration 8Q: 3 clusters Score -381810.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -381939.625000 Penalty: 2891.168701
	Iteration 9Q: 3 clusters Score -381939.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -382062.250000 Penalty: 2891.168701
	Iteration 10Q: 3 clusters Score -382062.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -382172.093750 Penalty: 2891.168701
	Iteration 11Q: 3 clusters Score -382172.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -382263.937500 Penalty: 2891.168701
	Iteration 12Q: 3 clusters Score -382263.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -382350.093750 Penalty: 2891.168701
	Iteration 13Q: 3 clusters Score -382350.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -382430.562500 Penalty: 2891.168701
	Iteration 14Q: 3 clusters Score -382430.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -382523.468750 Penalty: 2891.168701
	Iteration 15Q: 3 clusters Score -382523.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -382615.656250 Penalty: 2891.168701
	Iteration 16Q: 3 clusters Score -382615.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -382700.187500 Penalty: 2891.168701
	Iteration 17Q: 3 clusters Score -382700.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -382762.375000 Penalty: 2891.168701
	Iteration 18Q: 3 clusters Score -382762.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -382809.218750 Penalty: 2891.168701
	Iteration 19Q: 3 clusters Score -382809.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -382843.375000 Penalty: 2891.168701
	Iteration 20F: 3 clusters Score -382843.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -382866.625000 Penalty: 2891.168701
	Iteration 21Q: 3 clusters Score -382866.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -382886.625000 Penalty: 2891.168701
	Iteration 22Q: 3 clusters Score -382886.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -382901.937500 Penalty: 2891.168701
	Iteration 23Q: 3 clusters Score -382901.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -382917.968750 Penalty: 2891.168701
	Iteration 24Q: 3 clusters Score -382918 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -382933.562500 Penalty: 2891.168701
	Iteration 25Q: 3 clusters Score -382933.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -382944.343750 Penalty: 2891.168701
	Iteration 26Q: 3 clusters Score -382944.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -382959.500000 Penalty: 2891.168701
	Iteration 27Q: 3 clusters Score -382959.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -382973.375000 Penalty: 2891.168701
	Iteration 28Q: 3 clusters Score -382973.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -382986.781250 Penalty: 2891.168701
	Iteration 29Q: 3 clusters Score -382986.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -382993.718750 Penalty: 2891.168701
	Iteration 30Q: 3 clusters Score -382993.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -382997.187500 Penalty: 2891.168701
	Iteration 31Q: 3 clusters Score -382997.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -383002.312500 Penalty: 2891.168701
	Iteration 32Q: 3 clusters Score -383002.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -383007.437500 Penalty: 2891.168701
	Iteration 33Q: 3 clusters Score -383007.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -383013.437500 Penalty: 2891.168701
	Iteration 34Q: 3 clusters Score -383013.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -383018.906250 Penalty: 2891.168701
	Iteration 35Q: 3 clusters Score -383018.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -383026.406250 Penalty: 2891.168701
	Iteration 36Q: 3 clusters Score -383026.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -383033.062500 Penalty: 2891.168701
	Iteration 37Q: 3 clusters Score -383033.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -383036.468750 Penalty: 2891.168701
	Iteration 38Q: 3 clusters Score -383036.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -383041.593750 Penalty: 2891.168701
	Iteration 39Q: 3 clusters Score -383041.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -383046.531250 Penalty: 2891.168701
	Iteration 40F: 3 clusters Score -383046.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -383053.687500 Penalty: 2891.168701
	Iteration 41Q: 3 clusters Score -383053.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -383061.687500 Penalty: 2891.168701
	Iteration 42Q: 3 clusters Score -383061.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -383071.312500 Penalty: 2891.168701
	Iteration 43Q: 3 clusters Score -383071.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -383082.468750 Penalty: 2891.168701
	Iteration 44Q: 3 clusters Score -383082.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -383093.843750 Penalty: 2891.168701
	Iteration 45Q: 3 clusters Score -383093.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -383110.781250 Penalty: 2891.168701
	Iteration 46Q: 3 clusters Score -383110.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -383132.031250 Penalty: 2891.168701
	Iteration 47Q: 3 clusters Score -383132 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -383151.875000 Penalty: 2891.168701
	Iteration 48Q: 3 clusters Score -383151.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -383169.843750 Penalty: 2891.168701
	Iteration 49Q: 3 clusters Score -383169.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -383189.781250 Penalty: 2891.168701
	Iteration 50Q: 3 clusters Score -383189.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -383210.625000 Penalty: 2891.168701
	Iteration 51Q: 3 clusters Score -383210.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -383223.968750 Penalty: 2891.168701
	Iteration 52Q: 3 clusters Score -383224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -383237.656250 Penalty: 2891.168701
	Iteration 53Q: 3 clusters Score -383237.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -383253.625000 Penalty: 2891.168701
	Iteration 54Q: 3 clusters Score -383253.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -383276.812500 Penalty: 2891.168701
	Iteration 55Q: 3 clusters Score -383276.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -383298.625000 Penalty: 2891.168701
	Iteration 56Q: 3 clusters Score -383298.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -383318.406250 Penalty: 2891.168701
	Iteration 57Q: 3 clusters Score -383318.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -383342.437500 Penalty: 2891.168701
	Iteration 58Q: 3 clusters Score -383342.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -383358.437500 Penalty: 2891.168701
	Iteration 59Q: 3 clusters Score -383358.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -383371.687500 Penalty: 2891.168701
	Iteration 60F: 3 clusters Score -383371.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -383380.437500 Penalty: 2891.168701
	Iteration 61Q: 3 clusters Score -383380.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -383387.187500 Penalty: 2891.168701
	Iteration 62Q: 3 clusters Score -383387.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -383394.562500 Penalty: 2891.168701
	Iteration 63Q: 3 clusters Score -383394.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -383398.656250 Penalty: 2891.168701
	Iteration 64Q: 3 clusters Score -383398.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -383402.312500 Penalty: 2891.168701
	Iteration 65Q: 3 clusters Score -383402.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -383404.250000 Penalty: 2891.168701
	Iteration 66Q: 3 clusters Score -383404.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -383408.187500 Penalty: 2891.168701
	Iteration 67Q: 3 clusters Score -383408.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -383413.437500 Penalty: 2891.168701
	Iteration 68Q: 3 clusters Score -383413.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -383417.687500 Penalty: 2891.168701
	Iteration 69Q: 3 clusters Score -383417.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -383421.437500 Penalty: 2891.168701
	Iteration 70Q: 3 clusters Score -383421.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -383428.343750 Penalty: 2891.168701
	Iteration 71Q: 3 clusters Score -383428.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -383435.093750 Penalty: 2891.168701
	Iteration 72Q: 3 clusters Score -383435.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -383439.718750 Penalty: 2891.168701
	Iteration 73Q: 3 clusters Score -383439.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -383441.500000 Penalty: 2891.168701
	Iteration 74Q: 3 clusters Score -383441.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -383445.250000 Penalty: 2891.168701
	Iteration 75Q: 3 clusters Score -383445.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -383448.343750 Penalty: 2891.168701
	Iteration 76Q: 3 clusters Score -383448.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -383452.875000 Penalty: 2891.168701
	Iteration 77Q: 3 clusters Score -383452.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -383456.687500 Penalty: 2891.168701
	Iteration 78Q: 3 clusters Score -383456.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -383457.812500 Penalty: 2891.168701
	Iteration 79Q: 3 clusters Score -383457.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -383457.312500 Penalty: 2891.168701
	Iteration 80F: 3 clusters Score -383457.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -383457.375000 Penalty: 2891.168701
	Iteration 81Q: 3 clusters Score -383457.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -383457.375000 Penalty: 2891.168701
	Iteration 82F: 3 clusters Score -383457.4 nChanged 0
--- Evaluating fit on full set of 1760365 points ---
Entering Unmasked Estep 
Score: -87316160.000000 Penalty: 35053.765625
21->16 Clusters: Score -87316160.000000, best is -87295856.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 586788 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 28115 members 
Mstep: Class 3 contains 27899 members 
Mstep: Class 4 contains 28127 members 
Mstep: Class 5 contains 27886 members 
Mstep: Class 6 contains 28043 members 
Mstep: Class 7 contains 27950 members 
Mstep: Class 8 contains 28123 members 
Mstep: Class 9 contains 27891 members 
Mstep: Class 10 contains 27903 members 
Mstep: Class 11 contains 28150 members 
Mstep: Class 12 contains 27699 members 
Mstep: Class 13 contains 27899 members 
Mstep: Class 14 contains 27758 members 
Mstep: Class 15 contains 27955 members 
Mstep: Class 16 contains 27727 members 
Mstep: Class 17 contains 27624 members 
Mstep: Class 18 contains 28026 members 
Mstep: Class 19 contains 28225 members 
Mstep: Class 20 contains 28002 members 
Mstep: Class 21 contains 27991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 688.618896 but Gain 2158.390625
Score: -26850450.000000 Penalty: 43167.863281
Iteration 0F: 21 clusters Score -2.685045e+07 nChanged 553359
Entering Unmasked Mstep 
Mstep: Class 0 contains 318 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 47741 members 
Mstep: Class 3 contains 26680 members 
Mstep: Class 4 contains 27934 members 
Mstep: Class 5 contains 26619 members 
Mstep: Class 6 contains 29355 members 
Mstep: Class 7 contains 37454 members 
Mstep: Class 8 contains 28947 members 
Mstep: Class 9 contains 21460 members 
Mstep: Class 10 contains 24842 members 
Mstep: Class 11 contains 37880 members 
Mstep: Class 12 contains 32347 members 
Mstep: Class 13 contains 29738 members 
Mstep: Class 15 contains 24906 members 
Mstep: Class 16 contains 19018 members 
Mstep: Class 17 contains 19685 members 
Mstep: Class 18 contains 30557 members 
Mstep: Class 19 contains 30132 members 
Mstep: Class 20 contains 29405 members 
Mstep: Class 21 contains 25221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28174722.000000 Penalty: 43167.863281
Iteration 1F: 21 clusters Score -2.817472e+07 nChanged 157480
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 53961 members 
Mstep: Class 3 contains 25442 members 
Mstep: Class 4 contains 24456 members 
Mstep: Class 5 contains 31393 members 
Mstep: Class 6 contains 25116 members 
Mstep: Class 7 contains 46571 members 
Mstep: Class 8 contains 27489 members 
Mstep: Class 9 contains 17965 members 
Mstep: Class 10 contains 21700 members 
Mstep: Class 11 contains 38233 members 
Mstep: Class 12 contains 38448 members 
Mstep: Class 13 contains 32796 members 
Mstep: Class 15 contains 20726 members 
Mstep: Class 16 contains 15082 members 
Mstep: Class 17 contains 14358 members 
Mstep: Class 18 contains 29904 members 
Mstep: Class 19 contains 34107 members 
Mstep: Class 20 contains 26965 members 
Mstep: Class 21 contains 24481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28390234.000000 Penalty: 43167.863281
Iteration 2F: 21 clusters Score -2.839023e+07 nChanged 130274
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 56043 members 
Mstep: Class 3 contains 26502 members 
Mstep: Class 4 contains 19637 members 
Mstep: Class 5 contains 36956 members 
Mstep: Class 6 contains 21530 members 
Mstep: Class 7 contains 54857 members 
Mstep: Class 8 contains 26332 members 
Mstep: Class 9 contains 16667 members 
Mstep: Class 10 contains 18553 members 
Mstep: Class 11 contains 36735 members 
Mstep: Class 12 contains 45313 members 
Mstep: Class 13 contains 38781 members 
Mstep: Class 15 contains 16731 members 
Mstep: Class 16 contains 12825 members 
Mstep: Class 17 contains 10282 members 
Mstep: Class 18 contains 27800 members 
Mstep: Class 19 contains 36437 members 
Mstep: Class 20 contains 26289 members 
Mstep: Class 21 contains 24900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28534702.000000 Penalty: 43167.863281
Iteration 3F: 21 clusters Score -2.85347e+07 nChanged 107259
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 54755 members 
Mstep: Class 3 contains 29490 members 
Mstep: Class 4 contains 15090 members 
Mstep: Class 5 contains 41298 members 
Mstep: Class 6 contains 18635 members 
Mstep: Class 7 contains 63052 members 
Mstep: Class 8 contains 24132 members 
Mstep: Class 9 contains 16806 members 
Mstep: Class 10 contains 15891 members 
Mstep: Class 11 contains 35629 members 
Mstep: Class 12 contains 55216 members 
Mstep: Class 13 contains 46663 members 
Mstep: Class 15 contains 13316 members 
Mstep: Class 16 contains 11415 members 
Mstep: Class 17 contains 7029 members 
Mstep: Class 18 contains 25332 members 
Mstep: Class 19 contains 35198 members 
Mstep: Class 20 contains 25075 members 
Mstep: Class 21 contains 25744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28637566.000000 Penalty: 43167.863281
Iteration 4F: 21 clusters Score -2.863757e+07 nChanged 92928
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 51971 members 
Mstep: Class 3 contains 33285 members 
Mstep: Class 4 contains 11340 members 
Mstep: Class 5 contains 44707 members 
Mstep: Class 6 contains 15709 members 
Mstep: Class 7 contains 72029 members 
Mstep: Class 8 contains 20693 members 
Mstep: Class 9 contains 17246 members 
Mstep: Class 10 contains 13776 members 
Mstep: Class 11 contains 35257 members 
Mstep: Class 12 contains 65571 members 
Mstep: Class 13 contains 56750 members 
Mstep: Class 15 contains 10602 members 
Mstep: Class 16 contains 10485 members 
Mstep: Class 17 contains 4620 members 
Mstep: Class 18 contains 23512 members 
Mstep: Class 19 contains 30917 members 
Mstep: Class 20 contains 22515 members 
Mstep: Class 21 contains 25941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28717768.000000 Penalty: 43167.863281
Iteration 5F: 21 clusters Score -2.871777e+07 nChanged 82730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 49243 members 
Mstep: Class 3 contains 37775 members 
Mstep: Class 4 contains 8422 members 
Mstep: Class 5 contains 47541 members 
Mstep: Class 6 contains 12613 members 
Mstep: Class 7 contains 81448 members 
Mstep: Class 8 contains 16619 members 
Mstep: Class 9 contains 17627 members 
Mstep: Class 10 contains 11805 members 
Mstep: Class 11 contains 35241 members 
Mstep: Class 12 contains 73672 members 
Mstep: Class 13 contains 68087 members 
Mstep: Class 15 contains 8599 members 
Mstep: Class 16 contains 9807 members 
Mstep: Class 17 contains 3083 members 
Mstep: Class 18 contains 22269 members 
Mstep: Class 19 contains 24708 members 
Mstep: Class 20 contains 19533 members 
Mstep: Class 21 contains 25173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28785450.000000 Penalty: 43167.863281
Iteration 6F: 21 clusters Score -2.878545e+07 nChanged 73058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 46572 members 
Mstep: Class 3 contains 42911 members 
Mstep: Class 4 contains 6125 members 
Mstep: Class 5 contains 49511 members 
Mstep: Class 6 contains 9640 members 
Mstep: Class 7 contains 90554 members 
Mstep: Class 8 contains 12573 members 
Mstep: Class 9 contains 17920 members 
Mstep: Class 10 contains 9779 members 
Mstep: Class 11 contains 35736 members 
Mstep: Class 12 contains 79073 members 
Mstep: Class 13 contains 78987 members 
Mstep: Class 15 contains 7111 members 
Mstep: Class 16 contains 9350 members 
Mstep: Class 17 contains 2325 members 
Mstep: Class 18 contains 21401 members 
Mstep: Class 19 contains 18147 members 
Mstep: Class 20 contains 16929 members 
Mstep: Class 21 contains 23519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28845076.000000 Penalty: 43167.863281
Iteration 7F: 21 clusters Score -2.884508e+07 nChanged 63146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 43675 members 
Mstep: Class 3 contains 48234 members 
Mstep: Class 4 contains 4351 members 
Mstep: Class 5 contains 50799 members 
Mstep: Class 6 contains 6941 members 
Mstep: Class 7 contains 98182 members 
Mstep: Class 8 contains 8731 members 
Mstep: Class 9 contains 18063 members 
Mstep: Class 10 contains 7600 members 
Mstep: Class 11 contains 37295 members 
Mstep: Class 12 contains 82330 members 
Mstep: Class 13 contains 88697 members 
Mstep: Class 15 contains 6174 members 
Mstep: Class 16 contains 9132 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 20606 members 
Mstep: Class 19 contains 12376 members 
Mstep: Class 20 contains 15074 members 
Mstep: Class 21 contains 21115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28896496.000000 Penalty: 43167.863281
Iteration 8F: 21 clusters Score -2.88965e+07 nChanged 52165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 41015 members 
Mstep: Class 3 contains 52897 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 51147 members 
Mstep: Class 6 contains 4915 members 
Mstep: Class 7 contains 104177 members 
Mstep: Class 8 contains 5593 members 
Mstep: Class 9 contains 18131 members 
Mstep: Class 10 contains 5507 members 
Mstep: Class 11 contains 39707 members 
Mstep: Class 12 contains 84047 members 
Mstep: Class 13 contains 96660 members 
Mstep: Class 15 contains 5678 members 
Mstep: Class 16 contains 8916 members 
Mstep: Class 17 contains 2199 members 
Mstep: Class 18 contains 19807 members 
Mstep: Class 19 contains 7828 members 
Mstep: Class 20 contains 13895 members 
Mstep: Class 21 contains 18485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28935954.000000 Penalty: 43167.863281
Iteration 9F: 21 clusters Score -2.893595e+07 nChanged 41177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 38600 members 
Mstep: Class 3 contains 56015 members 
Mstep: Class 4 contains 1999 members 
Mstep: Class 5 contains 50359 members 
Mstep: Class 6 contains 3535 members 
Mstep: Class 7 contains 109032 members 
Mstep: Class 8 contains 3474 members 
Mstep: Class 9 contains 18077 members 
Mstep: Class 10 contains 3733 members 
Mstep: Class 11 contains 42755 members 
Mstep: Class 12 contains 84655 members 
Mstep: Class 13 contains 103027 members 
Mstep: Class 15 contains 5260 members 
Mstep: Class 16 contains 8525 members 
Mstep: Class 17 contains 2433 members 
Mstep: Class 18 contains 19051 members 
Mstep: Class 19 contains 4787 members 
Mstep: Class 20 contains 13273 members 
Mstep: Class 21 contains 16198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1558.757568 but Gain 2158.394531
Score: -28963750.000000 Penalty: 41009.468750
Iteration 10F: 20 clusters Score -2.896375e+07 nChanged 32989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 36538 members 
Mstep: Class 3 contains 58093 members 
Mstep: Class 5 contains 48792 members 
Mstep: Class 6 contains 2647 members 
Mstep: Class 7 contains 113490 members 
Mstep: Class 8 contains 2120 members 
Mstep: Class 9 contains 18007 members 
Mstep: Class 10 contains 2481 members 
Mstep: Class 11 contains 46085 members 
Mstep: Class 12 contains 84705 members 
Mstep: Class 13 contains 108331 members 
Mstep: Class 15 contains 4827 members 
Mstep: Class 16 contains 8244 members 
Mstep: Class 17 contains 2729 members 
Mstep: Class 18 contains 18119 members 
Mstep: Class 19 contains 2863 members 
Mstep: Class 20 contains 12919 members 
Mstep: Class 21 contains 14415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1305.668579 but Gain 2158.390625
Score: -28984274.000000 Penalty: 38851.078125
Iteration 11F: 19 clusters Score -2.898427e+07 nChanged 24985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 34474 members 
Mstep: Class 3 contains 59033 members 
Mstep: Class 5 contains 46937 members 
Mstep: Class 6 contains 1979 members 
Mstep: Class 7 contains 117640 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 17866 members 
Mstep: Class 10 contains 1672 members 
Mstep: Class 11 contains 48675 members 
Mstep: Class 12 contains 84549 members 
Mstep: Class 13 contains 112635 members 
Mstep: Class 15 contains 4295 members 
Mstep: Class 16 contains 7947 members 
Mstep: Class 17 contains 3159 members 
Mstep: Class 18 contains 17117 members 
Mstep: Class 19 contains 1843 members 
Mstep: Class 20 contains 12764 members 
Mstep: Class 21 contains 12856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1120.842407 but Gain 2158.394531
Score: -28998274.000000 Penalty: 36692.683594
Iteration 12Q: 18 clusters Score -2.899827e+07 nChanged 20140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 32563 members 
Mstep: Class 3 contains 59462 members 
Mstep: Class 5 contains 44790 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 121545 members 
Mstep: Class 9 contains 17705 members 
Mstep: Class 10 contains 1207 members 
Mstep: Class 11 contains 51156 members 
Mstep: Class 12 contains 83976 members 
Mstep: Class 13 contains 116192 members 
Mstep: Class 15 contains 3784 members 
Mstep: Class 16 contains 7792 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 16142 members 
Mstep: Class 19 contains 1295 members 
Mstep: Class 20 contains 12687 members 
Mstep: Class 21 contains 11490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1042.720093 but Gain 2158.394531
Score: -29009218.000000 Penalty: 34534.289062
Iteration 13Q: 17 clusters Score -2.900922e+07 nChanged 17168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 30433 members 
Mstep: Class 3 contains 59562 members 
Mstep: Class 5 contains 42714 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 125425 members 
Mstep: Class 9 contains 17567 members 
Mstep: Class 11 contains 53296 members 
Mstep: Class 12 contains 83459 members 
Mstep: Class 13 contains 119357 members 
Mstep: Class 15 contains 3330 members 
Mstep: Class 16 contains 7619 members 
Mstep: Class 17 contains 3790 members 
Mstep: Class 18 contains 15106 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 12630 members 
Mstep: Class 21 contains 10297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1141.687256 but Gain 2158.392578
Score: -29017906.000000 Penalty: 32375.896484
Iteration 14Q: 16 clusters Score -2.901791e+07 nChanged 15272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 28088 members 
Mstep: Class 3 contains 59379 members 
Mstep: Class 5 contains 40895 members 
Mstep: Class 7 contains 129222 members 
Mstep: Class 9 contains 17442 members 
Mstep: Class 11 contains 55328 members 
Mstep: Class 12 contains 82712 members 
Mstep: Class 13 contains 122208 members 
Mstep: Class 15 contains 3016 members 
Mstep: Class 16 contains 7560 members 
Mstep: Class 17 contains 4006 members 
Mstep: Class 18 contains 14200 members 
Mstep: Class 19 contains 905 members 
Mstep: Class 20 contains 12589 members 
Mstep: Class 21 contains 9238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1431.587158 but Gain 2158.392578
Score: -29025398.000000 Penalty: 30217.503906
Iteration 15Q: 15 clusters Score -2.90254e+07 nChanged 13842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 25454 members 
Mstep: Class 3 contains 59024 members 
Mstep: Class 5 contains 39489 members 
Mstep: Class 7 contains 133455 members 
Mstep: Class 9 contains 17337 members 
Mstep: Class 11 contains 56805 members 
Mstep: Class 12 contains 81971 members 
Mstep: Class 13 contains 124600 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 7461 members 
Mstep: Class 17 contains 4345 members 
Mstep: Class 18 contains 13222 members 
Mstep: Class 20 contains 12591 members 
Mstep: Class 21 contains 8326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29030946.000000 Penalty: 30217.503906
Iteration 16Q: 15 clusters Score -2.903095e+07 nChanged 11828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 22794 members 
Mstep: Class 3 contains 58464 members 
Mstep: Class 5 contains 38251 members 
Mstep: Class 7 contains 137311 members 
Mstep: Class 9 contains 17227 members 
Mstep: Class 11 contains 58086 members 
Mstep: Class 12 contains 81332 members 
Mstep: Class 13 contains 126609 members 
Mstep: Class 15 contains 2490 members 
Mstep: Class 16 contains 7296 members 
Mstep: Class 17 contains 4512 members 
Mstep: Class 18 contains 12258 members 
Mstep: Class 20 contains 12576 members 
Mstep: Class 21 contains 7582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29035342.000000 Penalty: 30217.503906
Iteration 17Q: 15 clusters Score -2.903534e+07 nChanged 10809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 20172 members 
Mstep: Class 3 contains 57877 members 
Mstep: Class 5 contains 37267 members 
Mstep: Class 7 contains 141069 members 
Mstep: Class 9 contains 17148 members 
Mstep: Class 11 contains 59112 members 
Mstep: Class 12 contains 80743 members 
Mstep: Class 13 contains 128432 members 
Mstep: Class 15 contains 2320 members 
Mstep: Class 16 contains 7174 members 
Mstep: Class 17 contains 4626 members 
Mstep: Class 18 contains 11323 members 
Mstep: Class 20 contains 12569 members 
Mstep: Class 21 contains 6956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29039070.000000 Penalty: 30217.503906
Iteration 18Q: 15 clusters Score -2.903907e+07 nChanged 9593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 17706 members 
Mstep: Class 3 contains 57321 members 
Mstep: Class 5 contains 36521 members 
Mstep: Class 7 contains 144599 members 
Mstep: Class 9 contains 17062 members 
Mstep: Class 11 contains 59897 members 
Mstep: Class 12 contains 80193 members 
Mstep: Class 13 contains 129996 members 
Mstep: Class 15 contains 2213 members 
Mstep: Class 16 contains 7078 members 
Mstep: Class 17 contains 4719 members 
Mstep: Class 18 contains 10503 members 
Mstep: Class 20 contains 12556 members 
Mstep: Class 21 contains 6424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29042582.000000 Penalty: 30217.503906
Iteration 19Q: 15 clusters Score -2.904258e+07 nChanged 8665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 15552 members 
Mstep: Class 3 contains 56741 members 
Mstep: Class 5 contains 36020 members 
Mstep: Class 7 contains 147748 members 
Mstep: Class 9 contains 16971 members 
Mstep: Class 11 contains 60580 members 
Mstep: Class 12 contains 79671 members 
Mstep: Class 13 contains 131391 members 
Mstep: Class 15 contains 2142 members 
Mstep: Class 16 contains 6973 members 
Mstep: Class 17 contains 4749 members 
Mstep: Class 18 contains 9720 members 
Mstep: Class 20 contains 12539 members 
Mstep: Class 21 contains 5991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29045706.000000 Penalty: 30217.503906
Iteration 20F: 15 clusters Score -2.904571e+07 nChanged 7909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 13677 members 
Mstep: Class 3 contains 56198 members 
Mstep: Class 5 contains 35675 members 
Mstep: Class 7 contains 150579 members 
Mstep: Class 9 contains 16882 members 
Mstep: Class 11 contains 61143 members 
Mstep: Class 12 contains 79104 members 
Mstep: Class 13 contains 132655 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 6889 members 
Mstep: Class 17 contains 4817 members 
Mstep: Class 18 contains 8973 members 
Mstep: Class 20 contains 12491 members 
Mstep: Class 21 contains 5622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29048434.000000 Penalty: 30217.503906
Iteration 21Q: 15 clusters Score -2.904843e+07 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 12179 members 
Mstep: Class 3 contains 55719 members 
Mstep: Class 5 contains 35477 members 
Mstep: Class 7 contains 152954 members 
Mstep: Class 9 contains 16776 members 
Mstep: Class 11 contains 61619 members 
Mstep: Class 12 contains 78513 members 
Mstep: Class 13 contains 133702 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 6834 members 
Mstep: Class 17 contains 4853 members 
Mstep: Class 18 contains 8337 members 
Mstep: Class 20 contains 12421 members 
Mstep: Class 21 contains 5367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29050514.000000 Penalty: 30217.503906
Iteration 22Q: 15 clusters Score -2.905051e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 11014 members 
Mstep: Class 3 contains 55268 members 
Mstep: Class 5 contains 35333 members 
Mstep: Class 7 contains 154904 members 
Mstep: Class 9 contains 16655 members 
Mstep: Class 11 contains 62095 members 
Mstep: Class 12 contains 77917 members 
Mstep: Class 13 contains 134665 members 
Mstep: Class 15 contains 2006 members 
Mstep: Class 16 contains 6755 members 
Mstep: Class 17 contains 4890 members 
Mstep: Class 18 contains 7737 members 
Mstep: Class 20 contains 12326 members 
Mstep: Class 21 contains 5223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29052028.000000 Penalty: 30217.503906
Iteration 23Q: 15 clusters Score -2.905203e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 10143 members 
Mstep: Class 3 contains 54837 members 
Mstep: Class 5 contains 35224 members 
Mstep: Class 7 contains 156496 members 
Mstep: Class 9 contains 16558 members 
Mstep: Class 11 contains 62478 members 
Mstep: Class 12 contains 77263 members 
Mstep: Class 13 contains 135615 members 
Mstep: Class 15 contains 1999 members 
Mstep: Class 16 contains 6674 members 
Mstep: Class 17 contains 4918 members 
Mstep: Class 18 contains 7159 members 
Mstep: Class 20 contains 12237 members 
Mstep: Class 21 contains 5187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29053418.000000 Penalty: 30217.503906
Iteration 24Q: 15 clusters Score -2.905342e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 9494 members 
Mstep: Class 3 contains 54433 members 
Mstep: Class 5 contains 35166 members 
Mstep: Class 7 contains 157758 members 
Mstep: Class 9 contains 16441 members 
Mstep: Class 11 contains 62815 members 
Mstep: Class 12 contains 76615 members 
Mstep: Class 13 contains 136531 members 
Mstep: Class 15 contains 2003 members 
Mstep: Class 16 contains 6618 members 
Mstep: Class 17 contains 4960 members 
Mstep: Class 18 contains 6597 members 
Mstep: Class 20 contains 12149 members 
Mstep: Class 21 contains 5208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29054828.000000 Penalty: 30217.503906
Iteration 25Q: 15 clusters Score -2.905483e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 9017 members 
Mstep: Class 3 contains 54054 members 
Mstep: Class 5 contains 35160 members 
Mstep: Class 7 contains 158781 members 
Mstep: Class 9 contains 16320 members 
Mstep: Class 11 contains 63104 members 
Mstep: Class 12 contains 75950 members 
Mstep: Class 13 contains 137423 members 
Mstep: Class 15 contains 1996 members 
Mstep: Class 16 contains 6562 members 
Mstep: Class 17 contains 4973 members 
Mstep: Class 18 contains 6103 members 
Mstep: Class 20 contains 12051 members 
Mstep: Class 21 contains 5294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29055952.000000 Penalty: 30217.503906
Iteration 26Q: 15 clusters Score -2.905595e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 8588 members 
Mstep: Class 3 contains 53683 members 
Mstep: Class 5 contains 35150 members 
Mstep: Class 7 contains 159599 members 
Mstep: Class 9 contains 16208 members 
Mstep: Class 11 contains 63308 members 
Mstep: Class 12 contains 75229 members 
Mstep: Class 13 contains 138478 members 
Mstep: Class 15 contains 1994 members 
Mstep: Class 16 contains 6529 members 
Mstep: Class 17 contains 4977 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 20 contains 11967 members 
Mstep: Class 21 contains 5459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29056870.000000 Penalty: 30217.503906
Iteration 27Q: 15 clusters Score -2.905687e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 8249 members 
Mstep: Class 3 contains 53357 members 
Mstep: Class 5 contains 35183 members 
Mstep: Class 7 contains 160245 members 
Mstep: Class 9 contains 16080 members 
Mstep: Class 11 contains 63507 members 
Mstep: Class 12 contains 74438 members 
Mstep: Class 13 contains 139505 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 6471 members 
Mstep: Class 17 contains 4985 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 20 contains 11900 members 
Mstep: Class 21 contains 5676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29057762.000000 Penalty: 30217.503906
Iteration 28Q: 15 clusters Score -2.905776e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 7947 members 
Mstep: Class 3 contains 53062 members 
Mstep: Class 5 contains 35215 members 
Mstep: Class 7 contains 160752 members 
Mstep: Class 9 contains 15949 members 
Mstep: Class 11 contains 63659 members 
Mstep: Class 12 contains 73639 members 
Mstep: Class 13 contains 140578 members 
Mstep: Class 15 contains 2003 members 
Mstep: Class 16 contains 6443 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4822 members 
Mstep: Class 20 contains 11825 members 
Mstep: Class 21 contains 5899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29058320.000000 Penalty: 30217.503906
Iteration 29Q: 15 clusters Score -2.905832e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 7690 members 
Mstep: Class 3 contains 52803 members 
Mstep: Class 5 contains 35258 members 
Mstep: Class 7 contains 161125 members 
Mstep: Class 9 contains 15829 members 
Mstep: Class 11 contains 63716 members 
Mstep: Class 12 contains 72804 members 
Mstep: Class 13 contains 141734 members 
Mstep: Class 15 contains 2010 members 
Mstep: Class 16 contains 6427 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4501 members 
Mstep: Class 20 contains 11745 members 
Mstep: Class 21 contains 6151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29059008.000000 Penalty: 30217.503906
Iteration 30Q: 15 clusters Score -2.905901e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 7474 members 
Mstep: Class 3 contains 52547 members 
Mstep: Class 5 contains 35311 members 
Mstep: Class 7 contains 161397 members 
Mstep: Class 9 contains 15725 members 
Mstep: Class 11 contains 63702 members 
Mstep: Class 12 contains 72002 members 
Mstep: Class 13 contains 142849 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 6423 members 
Mstep: Class 17 contains 5000 members 
Mstep: Class 18 contains 4233 members 
Mstep: Class 20 contains 11682 members 
Mstep: Class 21 contains 6420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29059560.000000 Penalty: 30217.503906
Iteration 31Q: 15 clusters Score -2.905956e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 52326 members 
Mstep: Class 5 contains 35365 members 
Mstep: Class 7 contains 161564 members 
Mstep: Class 9 contains 15608 members 
Mstep: Class 11 contains 63668 members 
Mstep: Class 12 contains 71175 members 
Mstep: Class 13 contains 144020 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 6410 members 
Mstep: Class 17 contains 5019 members 
Mstep: Class 18 contains 3979 members 
Mstep: Class 20 contains 11633 members 
Mstep: Class 21 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29059982.000000 Penalty: 30217.503906
Iteration 32Q: 15 clusters Score -2.905998e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 52148 members 
Mstep: Class 5 contains 35414 members 
Mstep: Class 7 contains 161620 members 
Mstep: Class 9 contains 15479 members 
Mstep: Class 11 contains 63580 members 
Mstep: Class 12 contains 70372 members 
Mstep: Class 13 contains 145197 members 
Mstep: Class 15 contains 2060 members 
Mstep: Class 16 contains 6410 members 
Mstep: Class 17 contains 5033 members 
Mstep: Class 18 contains 3771 members 
Mstep: Class 20 contains 11580 members 
Mstep: Class 21 contains 6972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29060394.000000 Penalty: 30217.503906
Iteration 33Q: 15 clusters Score -2.906039e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 7016 members 
Mstep: Class 3 contains 51984 members 
Mstep: Class 5 contains 35472 members 
Mstep: Class 7 contains 161673 members 
Mstep: Class 9 contains 15351 members 
Mstep: Class 11 contains 63456 members 
Mstep: Class 12 contains 69577 members 
Mstep: Class 13 contains 146306 members 
Mstep: Class 15 contains 2094 members 
Mstep: Class 16 contains 6422 members 
Mstep: Class 17 contains 5047 members 
Mstep: Class 18 contains 3602 members 
Mstep: Class 20 contains 11545 members 
Mstep: Class 21 contains 7243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29060862.000000 Penalty: 30217.503906
Iteration 34Q: 15 clusters Score -2.906086e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 6887 members 
Mstep: Class 3 contains 51812 members 
Mstep: Class 5 contains 35528 members 
Mstep: Class 7 contains 161716 members 
Mstep: Class 9 contains 15227 members 
Mstep: Class 11 contains 63267 members 
Mstep: Class 12 contains 68867 members 
Mstep: Class 13 contains 147395 members 
Mstep: Class 15 contains 2130 members 
Mstep: Class 16 contains 6484 members 
Mstep: Class 17 contains 5038 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 20 contains 11518 members 
Mstep: Class 21 contains 7483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29061130.000000 Penalty: 30217.503906
Iteration 35Q: 15 clusters Score -2.906113e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 6769 members 
Mstep: Class 3 contains 51612 members 
Mstep: Class 5 contains 35600 members 
Mstep: Class 7 contains 161709 members 
Mstep: Class 9 contains 15104 members 
Mstep: Class 11 contains 63064 members 
Mstep: Class 12 contains 68271 members 
Mstep: Class 13 contains 148507 members 
Mstep: Class 15 contains 2164 members 
Mstep: Class 16 contains 6519 members 
Mstep: Class 17 contains 5022 members 
Mstep: Class 18 contains 3292 members 
Mstep: Class 20 contains 11477 members 
Mstep: Class 21 contains 7678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29061446.000000 Penalty: 30217.503906
Iteration 36Q: 15 clusters Score -2.906145e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 6661 members 
Mstep: Class 3 contains 51401 members 
Mstep: Class 5 contains 35671 members 
Mstep: Class 7 contains 161684 members 
Mstep: Class 9 contains 15000 members 
Mstep: Class 11 contains 62849 members 
Mstep: Class 12 contains 67739 members 
Mstep: Class 13 contains 149600 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 6549 members 
Mstep: Class 17 contains 5000 members 
Mstep: Class 18 contains 3150 members 
Mstep: Class 20 contains 11450 members 
Mstep: Class 21 contains 7837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29061788.000000 Penalty: 30217.503906
Iteration 37Q: 15 clusters Score -2.906179e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 6554 members 
Mstep: Class 3 contains 51201 members 
Mstep: Class 5 contains 35774 members 
Mstep: Class 7 contains 161577 members 
Mstep: Class 9 contains 14891 members 
Mstep: Class 11 contains 62577 members 
Mstep: Class 12 contains 67238 members 
Mstep: Class 13 contains 150746 members 
Mstep: Class 15 contains 2235 members 
Mstep: Class 16 contains 6622 members 
Mstep: Class 17 contains 4979 members 
Mstep: Class 18 contains 2998 members 
Mstep: Class 20 contains 11420 members 
Mstep: Class 21 contains 7976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29062208.000000 Penalty: 30217.503906
Iteration 38Q: 15 clusters Score -2.906221e+07 nChanged 2353
Entering ConstructFrom: 
Score: -29062208.000000 Penalty: 30217.503906
Entering ConstructFrom: 
Trying to split cluster 2 (6458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Entering Unmasked Estep 
Score: -350949.343750 Penalty: 1425.624756
	Iteration 0F: 2 clusters Score -350949.3 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 3197 members 
Entering Unmasked Estep 
Score: -346085.937500 Penalty: 2851.249512
	Iteration 0F: 3 clusters Score -346085.9 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -347561.750000 Penalty: 2851.249512
	Iteration 1F: 3 clusters Score -347561.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -347743.968750 Penalty: 2851.249512
	Iteration 2F: 3 clusters Score -347744 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -347877.000000 Penalty: 2851.249512
	Iteration 3Q: 3 clusters Score -347877 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -347973.468750 Penalty: 2851.249512
	Iteration 4Q: 3 clusters Score -347973.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -348063.562500 Penalty: 2851.249512
	Iteration 5Q: 3 clusters Score -348063.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -348140.406250 Penalty: 2851.249512
	Iteration 6Q: 3 clusters Score -348140.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -348218.000000 Penalty: 2851.249512
	Iteration 7Q: 3 clusters Score -348218 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -348316.031250 Penalty: 2851.249512
	Iteration 8Q: 3 clusters Score -348316 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -348422.781250 Penalty: 2851.249512
	Iteration 9Q: 3 clusters Score -348422.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -348529.968750 Penalty: 2851.249512
	Iteration 10Q: 3 clusters Score -348530 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -348652.531250 Penalty: 2851.249512
	Iteration 11Q: 3 clusters Score -348652.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -348794.437500 Penalty: 2851.249512
	Iteration 12Q: 3 clusters Score -348794.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -348971.937500 Penalty: 2851.249512
	Iteration 13Q: 3 clusters Score -348971.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -349142.781250 Penalty: 2851.249512
	Iteration 14Q: 3 clusters Score -349142.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -349292.250000 Penalty: 2851.249512
	Iteration 15Q: 3 clusters Score -349292.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -349411.562500 Penalty: 2851.249512
	Iteration 16Q: 3 clusters Score -349411.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -349495.500000 Penalty: 2851.249512
	Iteration 17Q: 3 clusters Score -349495.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -349554.187500 Penalty: 2851.249512
	Iteration 18Q: 3 clusters Score -349554.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -349606.437500 Penalty: 2851.249512
	Iteration 19Q: 3 clusters Score -349606.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -349640.687500 Penalty: 2851.249512
	Iteration 20F: 3 clusters Score -349640.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -349664.031250 Penalty: 2851.249512
	Iteration 21Q: 3 clusters Score -349664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -349680.750000 Penalty: 2851.249512
	Iteration 22Q: 3 clusters Score -349680.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -349691.000000 Penalty: 2851.249512
	Iteration 23Q: 3 clusters Score -349691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -349697.562500 Penalty: 2851.249512
	Iteration 24Q: 3 clusters Score -349697.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -349704.812500 Penalty: 2851.249512
	Iteration 25Q: 3 clusters Score -349704.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -349711.968750 Penalty: 2851.249512
	Iteration 26Q: 3 clusters Score -349712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -349719.281250 Penalty: 2851.249512
	Iteration 27Q: 3 clusters Score -349719.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -349730.500000 Penalty: 2851.249512
	Iteration 28Q: 3 clusters Score -349730.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -349740.062500 Penalty: 2851.249512
	Iteration 29Q: 3 clusters Score -349740.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -349745.562500 Penalty: 2851.249512
	Iteration 30Q: 3 clusters Score -349745.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -349750.656250 Penalty: 2851.249512
	Iteration 31Q: 3 clusters Score -349750.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -349752.562500 Penalty: 2851.249512
	Iteration 32Q: 3 clusters Score -349752.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -349752.562500 Penalty: 2851.249512
	Iteration 33F: 3 clusters Score -349752.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (51019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51019 members 
Entering Unmasked Estep 
Score: -2606727.750000 Penalty: 1761.492432
	Iteration 0F: 2 clusters Score -2606728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -2572644.250000 Penalty: 3522.984863
	Iteration 0F: 3 clusters Score -2572644 nChanged 23933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -2586388.000000 Penalty: 3522.984863
	Iteration 1F: 3 clusters Score -2586388 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -2587038.250000 Penalty: 3522.984863
	Iteration 2Q: 3 clusters Score -2587038 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -2587927.500000 Penalty: 3522.984863
	Iteration 3Q: 3 clusters Score -2587928 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2589161.250000 Penalty: 3522.984863
	Iteration 4F: 3 clusters Score -2589161 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2591082.250000 Penalty: 3522.984863
	Iteration 5F: 3 clusters Score -2591082 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -2593789.750000 Penalty: 3522.984863
	Iteration 6F: 3 clusters Score -2593790 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2596901.500000 Penalty: 3522.984863
	Iteration 7F: 3 clusters Score -2596902 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2599884.000000 Penalty: 3522.984863
	Iteration 8F: 3 clusters Score -2599884 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43520 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -2602127.750000 Penalty: 3522.984863
	Iteration 9Q: 3 clusters Score -2602128 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -2603366.000000 Penalty: 3522.984863
	Iteration 10Q: 3 clusters Score -2603366 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44631 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -2603930.000000 Penalty: 3522.984863
	Iteration 11Q: 3 clusters Score -2603930 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2604243.000000 Penalty: 3522.984863
	Iteration 12Q: 3 clusters Score -2604243 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -2604462.500000 Penalty: 3522.984863
	Iteration 13Q: 3 clusters Score -2604462 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -2604593.250000 Penalty: 3522.984863
	Iteration 14Q: 3 clusters Score -2604593 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -2604702.750000 Penalty: 3522.984863
	Iteration 15Q: 3 clusters Score -2604703 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45975 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2604778.250000 Penalty: 3522.984863
	Iteration 16Q: 3 clusters Score -2604778 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -2604846.750000 Penalty: 3522.984863
	Iteration 17Q: 3 clusters Score -2604847 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46343 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -2604913.500000 Penalty: 3522.984863
	Iteration 18Q: 3 clusters Score -2604914 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2604959.500000 Penalty: 3522.984863
	Iteration 19Q: 3 clusters Score -2604960 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2605007.750000 Penalty: 3522.984863
	Iteration 20F: 3 clusters Score -2605008 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -2605051.250000 Penalty: 3522.984863
	Iteration 21Q: 3 clusters Score -2605051 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -2605079.750000 Penalty: 3522.984863
	Iteration 22Q: 3 clusters Score -2605080 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47110 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2605103.250000 Penalty: 3522.984863
	Iteration 23Q: 3 clusters Score -2605103 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47240 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -2605123.000000 Penalty: 3522.984863
	Iteration 24Q: 3 clusters Score -2605123 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2605141.750000 Penalty: 3522.984863
	Iteration 25Q: 3 clusters Score -2605142 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47444 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2605172.250000 Penalty: 3522.984863
	Iteration 26Q: 3 clusters Score -2605172 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47520 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2605181.500000 Penalty: 3522.984863
	Iteration 27Q: 3 clusters Score -2605182 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47587 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2605186.250000 Penalty: 3522.984863
	Iteration 28Q: 3 clusters Score -2605186 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47641 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2605201.500000 Penalty: 3522.984863
	Iteration 29Q: 3 clusters Score -2605202 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47686 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -2605212.500000 Penalty: 3522.984863
	Iteration 30Q: 3 clusters Score -2605212 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47734 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2605213.000000 Penalty: 3522.984863
	Iteration 31Q: 3 clusters Score -2605213 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47787 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2605225.500000 Penalty: 3522.984863
	Iteration 32Q: 3 clusters Score -2605226 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2605238.250000 Penalty: 3522.984863
	Iteration 33Q: 3 clusters Score -2605238 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2605241.500000 Penalty: 3522.984863
	Iteration 34Q: 3 clusters Score -2605242 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47955 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2605255.500000 Penalty: 3522.984863
	Iteration 35Q: 3 clusters Score -2605256 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48003 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2605263.750000 Penalty: 3522.984863
	Iteration 36Q: 3 clusters Score -2605264 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48048 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -2605272.000000 Penalty: 3522.984863
	Iteration 37Q: 3 clusters Score -2605272 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2605286.000000 Penalty: 3522.984863
	Iteration 38Q: 3 clusters Score -2605286 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2605282.750000 Penalty: 3522.984863
	Iteration 39Q: 3 clusters Score -2605283 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2605291.250000 Penalty: 3522.984863
	Iteration 40F: 3 clusters Score -2605291 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48247 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2605301.750000 Penalty: 3522.984863
	Iteration 41Q: 3 clusters Score -2605302 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48294 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2605315.250000 Penalty: 3522.984863
	Iteration 42Q: 3 clusters Score -2605315 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48334 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2605316.500000 Penalty: 3522.984863
	Iteration 43Q: 3 clusters Score -2605316 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48369 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2605323.500000 Penalty: 3522.984863
	Iteration 44Q: 3 clusters Score -2605324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48406 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2605333.750000 Penalty: 3522.984863
	Iteration 45Q: 3 clusters Score -2605334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48440 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2605338.000000 Penalty: 3522.984863
	Iteration 46Q: 3 clusters Score -2605338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2605342.500000 Penalty: 3522.984863
	Iteration 47Q: 3 clusters Score -2605342 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48501 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2605339.000000 Penalty: 3522.984863
	Iteration 48Q: 3 clusters Score -2605339 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48539 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2605349.250000 Penalty: 3522.984863
	Iteration 49Q: 3 clusters Score -2605349 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48575 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2605358.000000 Penalty: 3522.984863
	Iteration 50Q: 3 clusters Score -2605358 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2605376.250000 Penalty: 3522.984863
	Iteration 51Q: 3 clusters Score -2605376 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2605377.000000 Penalty: 3522.984863
	Iteration 52Q: 3 clusters Score -2605377 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48675 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2605378.750000 Penalty: 3522.984863
	Iteration 53Q: 3 clusters Score -2605379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48694 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2605378.750000 Penalty: 3522.984863
	Iteration 54Q: 3 clusters Score -2605379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2605383.000000 Penalty: 3522.984863
	Iteration 55Q: 3 clusters Score -2605383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48727 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2605389.750000 Penalty: 3522.984863
	Iteration 56Q: 3 clusters Score -2605390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48746 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2605387.750000 Penalty: 3522.984863
	Iteration 57Q: 3 clusters Score -2605388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48759 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2605392.000000 Penalty: 3522.984863
	Iteration 58Q: 3 clusters Score -2605392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48772 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2605390.250000 Penalty: 3522.984863
	Iteration 59Q: 3 clusters Score -2605390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48791 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2605395.500000 Penalty: 3522.984863
	Iteration 60F: 3 clusters Score -2605396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48808 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2605392.750000 Penalty: 3522.984863
	Iteration 61Q: 3 clusters Score -2605393 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48829 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2605396.000000 Penalty: 3522.984863
	Iteration 62Q: 3 clusters Score -2605396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48847 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2605398.500000 Penalty: 3522.984863
	Iteration 63Q: 3 clusters Score -2605398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48863 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2605401.750000 Penalty: 3522.984863
	Iteration 64Q: 3 clusters Score -2605402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48878 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2605398.500000 Penalty: 3522.984863
	Iteration 65Q: 3 clusters Score -2605398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48889 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2605400.750000 Penalty: 3522.984863
	Iteration 66Q: 3 clusters Score -2605401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48904 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2605399.250000 Penalty: 3522.984863
	Iteration 67Q: 3 clusters Score -2605399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48919 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2605396.750000 Penalty: 3522.984863
	Iteration 68Q: 3 clusters Score -2605397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2605401.000000 Penalty: 3522.984863
	Iteration 69Q: 3 clusters Score -2605401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48934 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2605406.250000 Penalty: 3522.984863
	Iteration 70Q: 3 clusters Score -2605406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48944 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2605408.250000 Penalty: 3522.984863
	Iteration 71Q: 3 clusters Score -2605408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48950 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2605403.750000 Penalty: 3522.984863
	Iteration 72Q: 3 clusters Score -2605404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48952 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2605404.500000 Penalty: 3522.984863
	Iteration 73Q: 3 clusters Score -2605404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48953 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2605404.500000 Penalty: 3522.984863
	Iteration 74Q: 3 clusters Score -2605404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48955 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2605404.500000 Penalty: 3522.984863
	Iteration 75Q: 3 clusters Score -2605404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48957 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2605404.000000 Penalty: 3522.984863
	Iteration 76Q: 3 clusters Score -2605404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2605404.000000 Penalty: 3522.984863
	Iteration 77Q: 3 clusters Score -2605404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2605404.000000 Penalty: 3522.984863
	Iteration 78F: 3 clusters Score -2605404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Entering Unmasked Estep 
Score: -1902373.250000 Penalty: 1704.303101
	Iteration 0F: 2 clusters Score -1902373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -1878407.000000 Penalty: 3408.606201
	Iteration 0F: 3 clusters Score -1878407 nChanged 16518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -1887629.875000 Penalty: 3408.606201
	Iteration 1F: 3 clusters Score -1887630 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -1888155.625000 Penalty: 3408.606201
	Iteration 2Q: 3 clusters Score -1888156 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -1888840.750000 Penalty: 3408.606201
	Iteration 3Q: 3 clusters Score -1888841 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1890041.500000 Penalty: 3408.606201
	Iteration 4F: 3 clusters Score -1890042 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1892108.750000 Penalty: 3408.606201
	Iteration 5F: 3 clusters Score -1892109 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1894971.000000 Penalty: 3408.606201
	Iteration 6F: 3 clusters Score -1894971 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1897841.750000 Penalty: 3408.606201
	Iteration 7F: 3 clusters Score -1897842 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1899788.250000 Penalty: 3408.606201
	Iteration 8F: 3 clusters Score -1899788 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1900916.250000 Penalty: 3408.606201
	Iteration 9Q: 3 clusters Score -1900916 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1901575.875000 Penalty: 3408.606201
	Iteration 10Q: 3 clusters Score -1901576 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1901879.000000 Penalty: 3408.606201
	Iteration 11Q: 3 clusters Score -1901879 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1902007.125000 Penalty: 3408.606201
	Iteration 12Q: 3 clusters Score -1902007 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1902058.750000 Penalty: 3408.606201
	Iteration 13Q: 3 clusters Score -1902059 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1902092.125000 Penalty: 3408.606201
	Iteration 14Q: 3 clusters Score -1902092 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1902114.875000 Penalty: 3408.606201
	Iteration 15Q: 3 clusters Score -1902115 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1902133.125000 Penalty: 3408.606201
	Iteration 16Q: 3 clusters Score -1902133 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1902148.250000 Penalty: 3408.606201
	Iteration 17Q: 3 clusters Score -1902148 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1902161.375000 Penalty: 3408.606201
	Iteration 18Q: 3 clusters Score -1902161 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1902171.750000 Penalty: 3408.606201
	Iteration 19Q: 3 clusters Score -1902172 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1902183.750000 Penalty: 3408.606201
	Iteration 20F: 3 clusters Score -1902184 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1902194.000000 Penalty: 3408.606201
	Iteration 21Q: 3 clusters Score -1902194 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1902195.250000 Penalty: 3408.606201
	Iteration 22Q: 3 clusters Score -1902195 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1902199.000000 Penalty: 3408.606201
	Iteration 23Q: 3 clusters Score -1902199 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1902208.125000 Penalty: 3408.606201
	Iteration 24Q: 3 clusters Score -1902208 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1902205.875000 Penalty: 3408.606201
	Iteration 25Q: 3 clusters Score -1902206 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1902209.125000 Penalty: 3408.606201
	Iteration 26Q: 3 clusters Score -1902209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1902215.125000 Penalty: 3408.606201
	Iteration 27Q: 3 clusters Score -1902215 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33184 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1902223.125000 Penalty: 3408.606201
	Iteration 28Q: 3 clusters Score -1902223 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1902228.500000 Penalty: 3408.606201
	Iteration 29Q: 3 clusters Score -1902228 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1902228.875000 Penalty: 3408.606201
	Iteration 30Q: 3 clusters Score -1902229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1902235.375000 Penalty: 3408.606201
	Iteration 31Q: 3 clusters Score -1902235 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1902235.000000 Penalty: 3408.606201
	Iteration 32Q: 3 clusters Score -1902235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1902234.500000 Penalty: 3408.606201
	Iteration 33Q: 3 clusters Score -1902234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1902236.500000 Penalty: 3408.606201
	Iteration 34Q: 3 clusters Score -1902236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1902240.125000 Penalty: 3408.606201
	Iteration 35Q: 3 clusters Score -1902240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1902244.000000 Penalty: 3408.606201
	Iteration 36Q: 3 clusters Score -1902244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1902243.875000 Penalty: 3408.606201
	Iteration 37Q: 3 clusters Score -1902244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1902245.250000 Penalty: 3408.606201
	Iteration 38Q: 3 clusters Score -1902245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1902247.500000 Penalty: 3408.606201
	Iteration 39Q: 3 clusters Score -1902248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1902246.375000 Penalty: 3408.606201
	Iteration 40F: 3 clusters Score -1902246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1902251.625000 Penalty: 3408.606201
	Iteration 41Q: 3 clusters Score -1902252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1902252.625000 Penalty: 3408.606201
	Iteration 42Q: 3 clusters Score -1902253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1902252.750000 Penalty: 3408.606201
	Iteration 43Q: 3 clusters Score -1902253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1902252.000000 Penalty: 3408.606201
	Iteration 44Q: 3 clusters Score -1902252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1902253.875000 Penalty: 3408.606201
	Iteration 45Q: 3 clusters Score -1902254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1902251.375000 Penalty: 3408.606201
	Iteration 46Q: 3 clusters Score -1902251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1902250.375000 Penalty: 3408.606201
	Iteration 47Q: 3 clusters Score -1902250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1902250.500000 Penalty: 3408.606201
	Iteration 48Q: 3 clusters Score -1902250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1902252.125000 Penalty: 3408.606201
	Iteration 49Q: 3 clusters Score -1902252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1902255.250000 Penalty: 3408.606201
	Iteration 50Q: 3 clusters Score -1902255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1902256.750000 Penalty: 3408.606201
	Iteration 51Q: 3 clusters Score -1902257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1902253.375000 Penalty: 3408.606201
	Iteration 52Q: 3 clusters Score -1902253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1902254.250000 Penalty: 3408.606201
	Iteration 53Q: 3 clusters Score -1902254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1902256.250000 Penalty: 3408.606201
	Iteration 54Q: 3 clusters Score -1902256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1902249.625000 Penalty: 3408.606201
	Iteration 55Q: 3 clusters Score -1902250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1902251.500000 Penalty: 3408.606201
	Iteration 56Q: 3 clusters Score -1902252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1902251.000000 Penalty: 3408.606201
	Iteration 57Q: 3 clusters Score -1902251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1902253.250000 Penalty: 3408.606201
	Iteration 58Q: 3 clusters Score -1902253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1902251.750000 Penalty: 3408.606201
	Iteration 59Q: 3 clusters Score -1902252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1902251.750000 Penalty: 3408.606201
	Iteration 60F: 3 clusters Score -1902252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (161446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161446 members 
Entering Unmasked Estep 
Score: -8531517.000000 Penalty: 1948.687988
	Iteration 0F: 2 clusters Score -8531517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80687 members 
Mstep: Class 2 contains 80759 members 
Entering Unmasked Estep 
Score: -8423035.000000 Penalty: 3897.375977
	Iteration 0F: 3 clusters Score -8423035 nChanged 78027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78714 members 
Mstep: Class 2 contains 82732 members 
Entering Unmasked Estep 
Score: -8468807.000000 Penalty: 3897.375977
	Iteration 1F: 3 clusters Score -8468807 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77545 members 
Mstep: Class 2 contains 83901 members 
Entering Unmasked Estep 
Score: -8469504.000000 Penalty: 3897.375977
	Iteration 2Q: 3 clusters Score -8469504 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75722 members 
Mstep: Class 2 contains 85724 members 
Entering Unmasked Estep 
Score: -8470569.000000 Penalty: 3897.375977
	Iteration 3Q: 3 clusters Score -8470569 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72816 members 
Mstep: Class 2 contains 88630 members 
Entering Unmasked Estep 
Score: -8472293.000000 Penalty: 3897.375977
	Iteration 4Q: 3 clusters Score -8472293 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68219 members 
Mstep: Class 2 contains 93227 members 
Entering Unmasked Estep 
Score: -8474969.000000 Penalty: 3897.375977
	Iteration 5Q: 3 clusters Score -8474969 nChanged 8719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61398 members 
Mstep: Class 2 contains 100048 members 
Entering Unmasked Estep 
Score: -8479655.000000 Penalty: 3897.375977
	Iteration 6F: 3 clusters Score -8479655 nChanged 10672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52370 members 
Mstep: Class 2 contains 109076 members 
Entering Unmasked Estep 
Score: -8487200.000000 Penalty: 3897.375977
	Iteration 7F: 3 clusters Score -8487200 nChanged 11615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 119393 members 
Entering Unmasked Estep 
Score: -8497288.000000 Penalty: 3897.375977
	Iteration 8F: 3 clusters Score -8497288 nChanged 10430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 128679 members 
Entering Unmasked Estep 
Score: -8507155.000000 Penalty: 3897.375977
	Iteration 9F: 3 clusters Score -8507155 nChanged 7845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 135392 members 
Entering Unmasked Estep 
Score: -8514195.000000 Penalty: 3897.375977
	Iteration 10Q: 3 clusters Score -8514195 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 140035 members 
Entering Unmasked Estep 
Score: -8518150.000000 Penalty: 3897.375977
	Iteration 11Q: 3 clusters Score -8518150 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 143728 members 
Entering Unmasked Estep 
Score: -8520677.000000 Penalty: 3897.375977
	Iteration 12Q: 3 clusters Score -8520677 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 146816 members 
Entering Unmasked Estep 
Score: -8522751.000000 Penalty: 3897.375977
	Iteration 13Q: 3 clusters Score -8522751 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 149520 members 
Entering Unmasked Estep 
Score: -8524620.000000 Penalty: 3897.375977
	Iteration 14Q: 3 clusters Score -8524620 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 151739 members 
Entering Unmasked Estep 
Score: -8526139.000000 Penalty: 3897.375977
	Iteration 15Q: 3 clusters Score -8526139 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 153455 members 
Entering Unmasked Estep 
Score: -8527290.000000 Penalty: 3897.375977
	Iteration 16Q: 3 clusters Score -8527290 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 154754 members 
Entering Unmasked Estep 
Score: -8528099.000000 Penalty: 3897.375977
	Iteration 17Q: 3 clusters Score -8528099 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 155697 members 
Entering Unmasked Estep 
Score: -8528690.000000 Penalty: 3897.375977
	Iteration 18Q: 3 clusters Score -8528690 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 156440 members 
Entering Unmasked Estep 
Score: -8529031.000000 Penalty: 3897.375977
	Iteration 19Q: 3 clusters Score -8529031 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 157020 members 
Entering Unmasked Estep 
Score: -8529283.000000 Penalty: 3897.375977
	Iteration 20F: 3 clusters Score -8529283 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 157475 members 
Entering Unmasked Estep 
Score: -8529457.000000 Penalty: 3897.375977
	Iteration 21Q: 3 clusters Score -8529457 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 157873 members 
Entering Unmasked Estep 
Score: -8529616.000000 Penalty: 3897.375977
	Iteration 22Q: 3 clusters Score -8529616 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 158184 members 
Entering Unmasked Estep 
Score: -8529699.000000 Penalty: 3897.375977
	Iteration 23Q: 3 clusters Score -8529699 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 158450 members 
Entering Unmasked Estep 
Score: -8529763.000000 Penalty: 3897.375977
	Iteration 24Q: 3 clusters Score -8529763 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 158681 members 
Entering Unmasked Estep 
Score: -8529840.000000 Penalty: 3897.375977
	Iteration 25Q: 3 clusters Score -8529840 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 158868 members 
Entering Unmasked Estep 
Score: -8529875.000000 Penalty: 3897.375977
	Iteration 26Q: 3 clusters Score -8529875 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 159035 members 
Entering Unmasked Estep 
Score: -8529918.000000 Penalty: 3897.375977
	Iteration 27Q: 3 clusters Score -8529918 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 159162 members 
Entering Unmasked Estep 
Score: -8529961.000000 Penalty: 3897.375977
	Iteration 28Q: 3 clusters Score -8529961 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 159280 members 
Entering Unmasked Estep 
Score: -8529997.000000 Penalty: 3897.375977
	Iteration 29Q: 3 clusters Score -8529997 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 159392 members 
Entering Unmasked Estep 
Score: -8530012.000000 Penalty: 3897.375977
	Iteration 30Q: 3 clusters Score -8530012 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 159483 members 
Entering Unmasked Estep 
Score: -8530056.000000 Penalty: 3897.375977
	Iteration 31Q: 3 clusters Score -8530056 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 159562 members 
Entering Unmasked Estep 
Score: -8530079.000000 Penalty: 3897.375977
	Iteration 32Q: 3 clusters Score -8530079 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 159634 members 
Entering Unmasked Estep 
Score: -8530104.000000 Penalty: 3897.375977
	Iteration 33Q: 3 clusters Score -8530104 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 159694 members 
Entering Unmasked Estep 
Score: -8530116.000000 Penalty: 3897.375977
	Iteration 34Q: 3 clusters Score -8530116 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 159745 members 
Entering Unmasked Estep 
Score: -8530125.000000 Penalty: 3897.375977
	Iteration 35Q: 3 clusters Score -8530125 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 159785 members 
Entering Unmasked Estep 
Score: -8530134.000000 Penalty: 3897.375977
	Iteration 36Q: 3 clusters Score -8530134 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 159825 members 
Entering Unmasked Estep 
Score: -8530124.000000 Penalty: 3897.375977
	Iteration 37Q: 3 clusters Score -8530124 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 159855 members 
Entering Unmasked Estep 
Score: -8530141.000000 Penalty: 3897.375977
	Iteration 38Q: 3 clusters Score -8530141 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 159874 members 
Entering Unmasked Estep 
Score: -8530138.000000 Penalty: 3897.375977
	Iteration 39Q: 3 clusters Score -8530138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 159889 members 
Entering Unmasked Estep 
Score: -8530150.000000 Penalty: 3897.375977
	Iteration 40F: 3 clusters Score -8530150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 159901 members 
Entering Unmasked Estep 
Score: -8530150.000000 Penalty: 3897.375977
	Iteration 41Q: 3 clusters Score -8530150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 159917 members 
Entering Unmasked Estep 
Score: -8530155.000000 Penalty: 3897.375977
	Iteration 42Q: 3 clusters Score -8530155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 159929 members 
Entering Unmasked Estep 
Score: -8530160.000000 Penalty: 3897.375977
	Iteration 43Q: 3 clusters Score -8530160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 159936 members 
Entering Unmasked Estep 
Score: -8530173.000000 Penalty: 3897.375977
	Iteration 44Q: 3 clusters Score -8530173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 159943 members 
Entering Unmasked Estep 
Score: -8530177.000000 Penalty: 3897.375977
	Iteration 45Q: 3 clusters Score -8530177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 159950 members 
Entering Unmasked Estep 
Score: -8530173.000000 Penalty: 3897.375977
	Iteration 46Q: 3 clusters Score -8530173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 159951 members 
Entering Unmasked Estep 
Score: -8530178.000000 Penalty: 3897.375977
	Iteration 47Q: 3 clusters Score -8530178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 159954 members 
Entering Unmasked Estep 
Score: -8530169.000000 Penalty: 3897.375977
	Iteration 48Q: 3 clusters Score -8530169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 159956 members 
Entering Unmasked Estep 
Score: -8530172.000000 Penalty: 3897.375977
	Iteration 49Q: 3 clusters Score -8530172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 159959 members 
Entering Unmasked Estep 
Score: -8530174.000000 Penalty: 3897.375977
	Iteration 50Q: 3 clusters Score -8530174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 159963 members 
Entering Unmasked Estep 
Score: -8530173.000000 Penalty: 3897.375977
	Iteration 51Q: 3 clusters Score -8530173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 159968 members 
Entering Unmasked Estep 
Score: -8530177.000000 Penalty: 3897.375977
	Iteration 52Q: 3 clusters Score -8530177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 159973 members 
Entering Unmasked Estep 
Score: -8530181.000000 Penalty: 3897.375977
	Iteration 53Q: 3 clusters Score -8530181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 159974 members 
Entering Unmasked Estep 
Score: -8530181.000000 Penalty: 3897.375977
	Iteration 54Q: 3 clusters Score -8530181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 159976 members 
Entering Unmasked Estep 
Score: -8530185.000000 Penalty: 3897.375977
	Iteration 55Q: 3 clusters Score -8530185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 159979 members 
Entering Unmasked Estep 
Score: -8530177.000000 Penalty: 3897.375977
	Iteration 56Q: 3 clusters Score -8530177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 159982 members 
Entering Unmasked Estep 
Score: -8530177.000000 Penalty: 3897.375977
	Iteration 57Q: 3 clusters Score -8530177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 159983 members 
Entering Unmasked Estep 
Score: -8530172.000000 Penalty: 3897.375977
	Iteration 58Q: 3 clusters Score -8530172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 159986 members 
Entering Unmasked Estep 
Score: -8530171.000000 Penalty: 3897.375977
	Iteration 59Q: 3 clusters Score -8530171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 159986 members 
Entering Unmasked Estep 
Score: -8530175.000000 Penalty: 3897.375977
	Iteration 60F: 3 clusters Score -8530175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 159989 members 
Entering Unmasked Estep 
Score: -8530180.000000 Penalty: 3897.375977
	Iteration 61Q: 3 clusters Score -8530180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 159990 members 
Entering Unmasked Estep 
Score: -8530178.000000 Penalty: 3897.375977
	Iteration 62Q: 3 clusters Score -8530178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 159997 members 
Entering Unmasked Estep 
Score: -8530174.000000 Penalty: 3897.375977
	Iteration 63Q: 3 clusters Score -8530174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 160001 members 
Entering Unmasked Estep 
Score: -8530181.000000 Penalty: 3897.375977
	Iteration 64Q: 3 clusters Score -8530181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 160010 members 
Entering Unmasked Estep 
Score: -8530187.000000 Penalty: 3897.375977
	Iteration 65Q: 3 clusters Score -8530187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 160014 members 
Entering Unmasked Estep 
Score: -8530189.000000 Penalty: 3897.375977
	Iteration 66Q: 3 clusters Score -8530189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 160016 members 
Entering Unmasked Estep 
Score: -8530191.000000 Penalty: 3897.375977
	Iteration 67Q: 3 clusters Score -8530191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 160018 members 
Entering Unmasked Estep 
Score: -8530191.000000 Penalty: 3897.375977
	Iteration 68Q: 3 clusters Score -8530191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 160018 members 
Entering Unmasked Estep 
Score: -8530191.000000 Penalty: 3897.375977
	Iteration 69F: 3 clusters Score -8530191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Entering Unmasked Estep 
Score: -749435.562500 Penalty: 1560.101440
	Iteration 0F: 2 clusters Score -749435.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -739259.125000 Penalty: 3120.202881
	Iteration 0F: 3 clusters Score -739259.1 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -742697.750000 Penalty: 3120.202881
	Iteration 1F: 3 clusters Score -742697.8 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -742975.625000 Penalty: 3120.202881
	Iteration 2F: 3 clusters Score -742975.6 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -743207.875000 Penalty: 3120.202881
	Iteration 3Q: 3 clusters Score -743207.9 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -743392.687500 Penalty: 3120.202881
	Iteration 4Q: 3 clusters Score -743392.7 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -743587.750000 Penalty: 3120.202881
	Iteration 5Q: 3 clusters Score -743587.8 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -743837.687500 Penalty: 3120.202881
	Iteration 6Q: 3 clusters Score -743837.7 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -744148.625000 Penalty: 3120.202881
	Iteration 7Q: 3 clusters Score -744148.6 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -744472.250000 Penalty: 3120.202881
	Iteration 8Q: 3 clusters Score -744472.2 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -744813.875000 Penalty: 3120.202881
	Iteration 9Q: 3 clusters Score -744813.9 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -745175.187500 Penalty: 3120.202881
	Iteration 10Q: 3 clusters Score -745175.2 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -745531.187500 Penalty: 3120.202881
	Iteration 11Q: 3 clusters Score -745531.2 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -745876.000000 Penalty: 3120.202881
	Iteration 12Q: 3 clusters Score -745876 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -746186.250000 Penalty: 3120.202881
	Iteration 13Q: 3 clusters Score -746186.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -746464.687500 Penalty: 3120.202881
	Iteration 14Q: 3 clusters Score -746464.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -746717.375000 Penalty: 3120.202881
	Iteration 15Q: 3 clusters Score -746717.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -746950.250000 Penalty: 3120.202881
	Iteration 16Q: 3 clusters Score -746950.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -747181.000000 Penalty: 3120.202881
	Iteration 17Q: 3 clusters Score -747181 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -747387.625000 Penalty: 3120.202881
	Iteration 18Q: 3 clusters Score -747387.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -747570.625000 Penalty: 3120.202881
	Iteration 19Q: 3 clusters Score -747570.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -747746.062500 Penalty: 3120.202881
	Iteration 20F: 3 clusters Score -747746.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -747894.187500 Penalty: 3120.202881
	Iteration 21Q: 3 clusters Score -747894.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -747993.812500 Penalty: 3120.202881
	Iteration 22Q: 3 clusters Score -747993.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -748072.187500 Penalty: 3120.202881
	Iteration 23Q: 3 clusters Score -748072.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -748130.125000 Penalty: 3120.202881
	Iteration 24Q: 3 clusters Score -748130.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -748181.562500 Penalty: 3120.202881
	Iteration 25Q: 3 clusters Score -748181.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -748218.625000 Penalty: 3120.202881
	Iteration 26Q: 3 clusters Score -748218.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -748244.437500 Penalty: 3120.202881
	Iteration 27Q: 3 clusters Score -748244.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -748264.875000 Penalty: 3120.202881
	Iteration 28Q: 3 clusters Score -748264.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -748278.125000 Penalty: 3120.202881
	Iteration 29Q: 3 clusters Score -748278.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -748289.125000 Penalty: 3120.202881
	Iteration 30Q: 3 clusters Score -748289.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -748303.125000 Penalty: 3120.202881
	Iteration 31Q: 3 clusters Score -748303.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -748312.375000 Penalty: 3120.202881
	Iteration 32Q: 3 clusters Score -748312.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -748322.062500 Penalty: 3120.202881
	Iteration 33Q: 3 clusters Score -748322.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -748326.687500 Penalty: 3120.202881
	Iteration 34Q: 3 clusters Score -748326.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -748329.562500 Penalty: 3120.202881
	Iteration 35Q: 3 clusters Score -748329.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -748332.500000 Penalty: 3120.202881
	Iteration 36Q: 3 clusters Score -748332.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -748333.500000 Penalty: 3120.202881
	Iteration 37Q: 3 clusters Score -748333.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -748334.937500 Penalty: 3120.202881
	Iteration 38Q: 3 clusters Score -748334.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -748338.312500 Penalty: 3120.202881
	Iteration 39Q: 3 clusters Score -748338.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -748338.687500 Penalty: 3120.202881
	Iteration 40F: 3 clusters Score -748338.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (62281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62281 members 
Entering Unmasked Estep 
Score: -3164529.750000 Penalty: 1793.904419
	Iteration 0F: 2 clusters Score -3164530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -3122872.000000 Penalty: 3587.808838
	Iteration 0F: 3 clusters Score -3122872 nChanged 29393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -3139420.000000 Penalty: 3587.808838
	Iteration 1F: 3 clusters Score -3139420 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -3139833.000000 Penalty: 3587.808838
	Iteration 2Q: 3 clusters Score -3139833 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -3140262.750000 Penalty: 3587.808838
	Iteration 3Q: 3 clusters Score -3140263 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -3140740.000000 Penalty: 3587.808838
	Iteration 4Q: 3 clusters Score -3140740 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -3141428.500000 Penalty: 3587.808838
	Iteration 5Q: 3 clusters Score -3141428 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -3142513.000000 Penalty: 3587.808838
	Iteration 6Q: 3 clusters Score -3142513 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -3144259.500000 Penalty: 3587.808838
	Iteration 7F: 3 clusters Score -3144260 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -3146659.750000 Penalty: 3587.808838
	Iteration 8F: 3 clusters Score -3146660 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -3149571.250000 Penalty: 3587.808838
	Iteration 9F: 3 clusters Score -3149571 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -3152555.500000 Penalty: 3587.808838
	Iteration 10F: 3 clusters Score -3152556 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -3154989.000000 Penalty: 3587.808838
	Iteration 11F: 3 clusters Score -3154989 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
Score: -3156680.500000 Penalty: 3587.808838
	Iteration 12Q: 3 clusters Score -3156680 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -3157807.250000 Penalty: 3587.808838
	Iteration 13Q: 3 clusters Score -3157807 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 44919 members 
Entering Unmasked Estep 
Score: -3158416.500000 Penalty: 3587.808838
	Iteration 14Q: 3 clusters Score -3158416 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 45154 members 
Entering Unmasked Estep 
Score: -3158693.250000 Penalty: 3587.808838
	Iteration 15Q: 3 clusters Score -3158693 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 45403 members 
Entering Unmasked Estep 
Score: -3158875.000000 Penalty: 3587.808838
	Iteration 16Q: 3 clusters Score -3158875 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 45724 members 
Entering Unmasked Estep 
Score: -3159010.250000 Penalty: 3587.808838
	Iteration 17Q: 3 clusters Score -3159010 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 46116 members 
Entering Unmasked Estep 
Score: -3159129.000000 Penalty: 3587.808838
	Iteration 18Q: 3 clusters Score -3159129 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 46531 members 
Entering Unmasked Estep 
Score: -3159240.750000 Penalty: 3587.808838
	Iteration 19Q: 3 clusters Score -3159241 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -3159424.000000 Penalty: 3587.808838
	Iteration 20F: 3 clusters Score -3159424 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 47545 members 
Entering Unmasked Estep 
Score: -3159635.500000 Penalty: 3587.808838
	Iteration 21Q: 3 clusters Score -3159636 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 48087 members 
Entering Unmasked Estep 
Score: -3159870.250000 Penalty: 3587.808838
	Iteration 22Q: 3 clusters Score -3159870 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 48644 members 
Entering Unmasked Estep 
Score: -3160081.500000 Penalty: 3587.808838
	Iteration 23Q: 3 clusters Score -3160082 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 49232 members 
Entering Unmasked Estep 
Score: -3160327.000000 Penalty: 3587.808838
	Iteration 24Q: 3 clusters Score -3160327 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 49812 members 
Entering Unmasked Estep 
Score: -3160576.000000 Penalty: 3587.808838
	Iteration 25Q: 3 clusters Score -3160576 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 50358 members 
Entering Unmasked Estep 
Score: -3160789.500000 Penalty: 3587.808838
	Iteration 26Q: 3 clusters Score -3160790 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 50891 members 
Entering Unmasked Estep 
Score: -3161001.250000 Penalty: 3587.808838
	Iteration 27Q: 3 clusters Score -3161001 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 51396 members 
Entering Unmasked Estep 
Score: -3161207.500000 Penalty: 3587.808838
	Iteration 28Q: 3 clusters Score -3161208 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 51876 members 
Entering Unmasked Estep 
Score: -3161379.000000 Penalty: 3587.808838
	Iteration 29Q: 3 clusters Score -3161379 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 52351 members 
Entering Unmasked Estep 
Score: -3161550.250000 Penalty: 3587.808838
	Iteration 30Q: 3 clusters Score -3161550 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 52796 members 
Entering Unmasked Estep 
Score: -3161713.000000 Penalty: 3587.808838
	Iteration 31Q: 3 clusters Score -3161713 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 53202 members 
Entering Unmasked Estep 
Score: -3161840.250000 Penalty: 3587.808838
	Iteration 32Q: 3 clusters Score -3161840 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 53565 members 
Entering Unmasked Estep 
Score: -3161917.000000 Penalty: 3587.808838
	Iteration 33Q: 3 clusters Score -3161917 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 53932 members 
Entering Unmasked Estep 
Score: -3162002.250000 Penalty: 3587.808838
	Iteration 34Q: 3 clusters Score -3162002 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 54269 members 
Entering Unmasked Estep 
Score: -3162069.750000 Penalty: 3587.808838
	Iteration 35Q: 3 clusters Score -3162070 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 54579 members 
Entering Unmasked Estep 
Score: -3162147.750000 Penalty: 3587.808838
	Iteration 36Q: 3 clusters Score -3162148 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 54866 members 
Entering Unmasked Estep 
Score: -3162221.750000 Penalty: 3587.808838
	Iteration 37Q: 3 clusters Score -3162222 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 55128 members 
Entering Unmasked Estep 
Score: -3162269.500000 Penalty: 3587.808838
	Iteration 38Q: 3 clusters Score -3162270 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 55379 members 
Entering Unmasked Estep 
Score: -3162320.250000 Penalty: 3587.808838
	Iteration 39Q: 3 clusters Score -3162320 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 55611 members 
Entering Unmasked Estep 
Score: -3162364.500000 Penalty: 3587.808838
	Iteration 40F: 3 clusters Score -3162364 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 55810 members 
Entering Unmasked Estep 
Score: -3162392.000000 Penalty: 3587.808838
	Iteration 41Q: 3 clusters Score -3162392 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 56021 members 
Entering Unmasked Estep 
Score: -3162436.000000 Penalty: 3587.808838
	Iteration 42Q: 3 clusters Score -3162436 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 56224 members 
Entering Unmasked Estep 
Score: -3162486.250000 Penalty: 3587.808838
	Iteration 43Q: 3 clusters Score -3162486 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 56447 members 
Entering Unmasked Estep 
Score: -3162525.500000 Penalty: 3587.808838
	Iteration 44Q: 3 clusters Score -3162526 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 56685 members 
Entering Unmasked Estep 
Score: -3162575.750000 Penalty: 3587.808838
	Iteration 45Q: 3 clusters Score -3162576 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 56912 members 
Entering Unmasked Estep 
Score: -3162648.250000 Penalty: 3587.808838
	Iteration 46Q: 3 clusters Score -3162648 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 57160 members 
Entering Unmasked Estep 
Score: -3162692.500000 Penalty: 3587.808838
	Iteration 47Q: 3 clusters Score -3162692 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 57397 members 
Entering Unmasked Estep 
Score: -3162758.250000 Penalty: 3587.808838
	Iteration 48Q: 3 clusters Score -3162758 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 57623 members 
Entering Unmasked Estep 
Score: -3162814.250000 Penalty: 3587.808838
	Iteration 49Q: 3 clusters Score -3162814 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 57817 members 
Entering Unmasked Estep 
Score: -3162847.000000 Penalty: 3587.808838
	Iteration 50Q: 3 clusters Score -3162847 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 58010 members 
Entering Unmasked Estep 
Score: -3162892.750000 Penalty: 3587.808838
	Iteration 51Q: 3 clusters Score -3162893 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 58176 members 
Entering Unmasked Estep 
Score: -3162931.750000 Penalty: 3587.808838
	Iteration 52Q: 3 clusters Score -3162932 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 58323 members 
Entering Unmasked Estep 
Score: -3162959.000000 Penalty: 3587.808838
	Iteration 53Q: 3 clusters Score -3162959 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 58459 members 
Entering Unmasked Estep 
Score: -3162990.500000 Penalty: 3587.808838
	Iteration 54Q: 3 clusters Score -3162990 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 58562 members 
Entering Unmasked Estep 
Score: -3163003.000000 Penalty: 3587.808838
	Iteration 55Q: 3 clusters Score -3163003 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 58648 members 
Entering Unmasked Estep 
Score: -3163024.000000 Penalty: 3587.808838
	Iteration 56Q: 3 clusters Score -3163024 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 58731 members 
Entering Unmasked Estep 
Score: -3163036.000000 Penalty: 3587.808838
	Iteration 57Q: 3 clusters Score -3163036 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 58800 members 
Entering Unmasked Estep 
Score: -3163049.750000 Penalty: 3587.808838
	Iteration 58Q: 3 clusters Score -3163050 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 58856 members 
Entering Unmasked Estep 
Score: -3163057.500000 Penalty: 3587.808838
	Iteration 59Q: 3 clusters Score -3163058 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 58906 members 
Entering Unmasked Estep 
Score: -3163055.250000 Penalty: 3587.808838
	Iteration 60F: 3 clusters Score -3163055 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 58960 members 
Entering Unmasked Estep 
Score: -3163072.500000 Penalty: 3587.808838
	Iteration 61Q: 3 clusters Score -3163072 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 59023 members 
Entering Unmasked Estep 
Score: -3163078.000000 Penalty: 3587.808838
	Iteration 62Q: 3 clusters Score -3163078 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 59094 members 
Entering Unmasked Estep 
Score: -3163092.750000 Penalty: 3587.808838
	Iteration 63Q: 3 clusters Score -3163093 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 59164 members 
Entering Unmasked Estep 
Score: -3163113.000000 Penalty: 3587.808838
	Iteration 64Q: 3 clusters Score -3163113 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 59229 members 
Entering Unmasked Estep 
Score: -3163118.000000 Penalty: 3587.808838
	Iteration 65Q: 3 clusters Score -3163118 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 59284 members 
Entering Unmasked Estep 
Score: -3163123.500000 Penalty: 3587.808838
	Iteration 66Q: 3 clusters Score -3163124 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 59340 members 
Entering Unmasked Estep 
Score: -3163142.250000 Penalty: 3587.808838
	Iteration 67Q: 3 clusters Score -3163142 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 59393 members 
Entering Unmasked Estep 
Score: -3163140.750000 Penalty: 3587.808838
	Iteration 68Q: 3 clusters Score -3163141 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 59440 members 
Entering Unmasked Estep 
Score: -3163158.000000 Penalty: 3587.808838
	Iteration 69Q: 3 clusters Score -3163158 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 59474 members 
Entering Unmasked Estep 
Score: -3163157.750000 Penalty: 3587.808838
	Iteration 70Q: 3 clusters Score -3163158 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 59511 members 
Entering Unmasked Estep 
Score: -3163169.000000 Penalty: 3587.808838
	Iteration 71Q: 3 clusters Score -3163169 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 59539 members 
Entering Unmasked Estep 
Score: -3163176.000000 Penalty: 3587.808838
	Iteration 72Q: 3 clusters Score -3163176 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 59563 members 
Entering Unmasked Estep 
Score: -3163180.250000 Penalty: 3587.808838
	Iteration 73Q: 3 clusters Score -3163180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 59589 members 
Entering Unmasked Estep 
Score: -3163192.250000 Penalty: 3587.808838
	Iteration 74Q: 3 clusters Score -3163192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 59614 members 
Entering Unmasked Estep 
Score: -3163191.000000 Penalty: 3587.808838
	Iteration 75Q: 3 clusters Score -3163191 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 59635 members 
Entering Unmasked Estep 
Score: -3163193.500000 Penalty: 3587.808838
	Iteration 76Q: 3 clusters Score -3163194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 59664 members 
Entering Unmasked Estep 
Score: -3163198.500000 Penalty: 3587.808838
	Iteration 77Q: 3 clusters Score -3163198 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 59689 members 
Entering Unmasked Estep 
Score: -3163195.750000 Penalty: 3587.808838
	Iteration 78Q: 3 clusters Score -3163196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 59710 members 
Entering Unmasked Estep 
Score: -3163190.750000 Penalty: 3587.808838
	Iteration 79Q: 3 clusters Score -3163191 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 59736 members 
Entering Unmasked Estep 
Score: -3163199.000000 Penalty: 3587.808838
	Iteration 80F: 3 clusters Score -3163199 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 59757 members 
Entering Unmasked Estep 
Score: -3163199.250000 Penalty: 3587.808838
	Iteration 81Q: 3 clusters Score -3163199 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 59780 members 
Entering Unmasked Estep 
Score: -3163197.000000 Penalty: 3587.808838
	Iteration 82Q: 3 clusters Score -3163197 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 59801 members 
Entering Unmasked Estep 
Score: -3163197.250000 Penalty: 3587.808838
	Iteration 83Q: 3 clusters Score -3163197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 59812 members 
Entering Unmasked Estep 
Score: -3163199.250000 Penalty: 3587.808838
	Iteration 84Q: 3 clusters Score -3163199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 59825 members 
Entering Unmasked Estep 
Score: -3163196.500000 Penalty: 3587.808838
	Iteration 85Q: 3 clusters Score -3163196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 59838 members 
Entering Unmasked Estep 
Score: -3163192.250000 Penalty: 3587.808838
	Iteration 86Q: 3 clusters Score -3163192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 59855 members 
Entering Unmasked Estep 
Score: -3163196.500000 Penalty: 3587.808838
	Iteration 87Q: 3 clusters Score -3163196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 59874 members 
Entering Unmasked Estep 
Score: -3163204.250000 Penalty: 3587.808838
	Iteration 88Q: 3 clusters Score -3163204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 59897 members 
Entering Unmasked Estep 
Score: -3163210.500000 Penalty: 3587.808838
	Iteration 89Q: 3 clusters Score -3163210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 59919 members 
Entering Unmasked Estep 
Score: -3163215.000000 Penalty: 3587.808838
	Iteration 90Q: 3 clusters Score -3163215 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 59952 members 
Entering Unmasked Estep 
Score: -3163212.750000 Penalty: 3587.808838
	Iteration 91Q: 3 clusters Score -3163213 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 59982 members 
Entering Unmasked Estep 
Score: -3163225.500000 Penalty: 3587.808838
	Iteration 92Q: 3 clusters Score -3163226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 60007 members 
Entering Unmasked Estep 
Score: -3163224.000000 Penalty: 3587.808838
	Iteration 93Q: 3 clusters Score -3163224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 60028 members 
Entering Unmasked Estep 
Score: -3163217.250000 Penalty: 3587.808838
	Iteration 94Q: 3 clusters Score -3163217 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 60047 members 
Entering Unmasked Estep 
Score: -3163221.750000 Penalty: 3587.808838
	Iteration 95Q: 3 clusters Score -3163222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 60067 members 
Entering Unmasked Estep 
Score: -3163230.000000 Penalty: 3587.808838
	Iteration 96Q: 3 clusters Score -3163230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 60082 members 
Entering Unmasked Estep 
Score: -3163230.250000 Penalty: 3587.808838
	Iteration 97Q: 3 clusters Score -3163230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 60104 members 
Entering Unmasked Estep 
Score: -3163243.000000 Penalty: 3587.808838
	Iteration 98Q: 3 clusters Score -3163243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 60122 members 
Entering Unmasked Estep 
Score: -3163250.000000 Penalty: 3587.808838
	Iteration 99Q: 3 clusters Score -3163250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 60144 members 
Entering Unmasked Estep 
Score: -3163254.500000 Penalty: 3587.808838
	Iteration 100F: 3 clusters Score -3163254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 60160 members 
Entering Unmasked Estep 
Score: -3163257.500000 Penalty: 3587.808838
	Iteration 101Q: 3 clusters Score -3163258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 60177 members 
Entering Unmasked Estep 
Score: -3163262.000000 Penalty: 3587.808838
	Iteration 102Q: 3 clusters Score -3163262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 60188 members 
Entering Unmasked Estep 
Score: -3163269.500000 Penalty: 3587.808838
	Iteration 103Q: 3 clusters Score -3163270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 60198 members 
Entering Unmasked Estep 
Score: -3163267.000000 Penalty: 3587.808838
	Iteration 104Q: 3 clusters Score -3163267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 60215 members 
Entering Unmasked Estep 
Score: -3163270.000000 Penalty: 3587.808838
	Iteration 105Q: 3 clusters Score -3163270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 60226 members 
Entering Unmasked Estep 
Score: -3163278.000000 Penalty: 3587.808838
	Iteration 106Q: 3 clusters Score -3163278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 60237 members 
Entering Unmasked Estep 
Score: -3163284.500000 Penalty: 3587.808838
	Iteration 107Q: 3 clusters Score -3163284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 60243 members 
Entering Unmasked Estep 
Score: -3163278.500000 Penalty: 3587.808838
	Iteration 108Q: 3 clusters Score -3163278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 60252 members 
Entering Unmasked Estep 
Score: -3163279.000000 Penalty: 3587.808838
	Iteration 109Q: 3 clusters Score -3163279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 60258 members 
Entering Unmasked Estep 
Score: -3163280.750000 Penalty: 3587.808838
	Iteration 110Q: 3 clusters Score -3163281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 60267 members 
Entering Unmasked Estep 
Score: -3163275.750000 Penalty: 3587.808838
	Iteration 111Q: 3 clusters Score -3163276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 60272 members 
Entering Unmasked Estep 
Score: -3163276.750000 Penalty: 3587.808838
	Iteration 112Q: 3 clusters Score -3163277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 60275 members 
Entering Unmasked Estep 
Score: -3163276.750000 Penalty: 3587.808838
	Iteration 113Q: 3 clusters Score -3163277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 60277 members 
Entering Unmasked Estep 
Score: -3163274.500000 Penalty: 3587.808838
	Iteration 114Q: 3 clusters Score -3163274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 60281 members 
Entering Unmasked Estep 
Score: -3163278.000000 Penalty: 3587.808838
	Iteration 115Q: 3 clusters Score -3163278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 60291 members 
Entering Unmasked Estep 
Score: -3163281.250000 Penalty: 3587.808838
	Iteration 116Q: 3 clusters Score -3163281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 60303 members 
Entering Unmasked Estep 
Score: -3163285.750000 Penalty: 3587.808838
	Iteration 117Q: 3 clusters Score -3163286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 60308 members 
Entering Unmasked Estep 
Score: -3163282.000000 Penalty: 3587.808838
	Iteration 118Q: 3 clusters Score -3163282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 60315 members 
Entering Unmasked Estep 
Score: -3163283.000000 Penalty: 3587.808838
	Iteration 119Q: 3 clusters Score -3163283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 60318 members 
Entering Unmasked Estep 
Score: -3163285.000000 Penalty: 3587.808838
	Iteration 120F: 3 clusters Score -3163285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 60320 members 
Entering Unmasked Estep 
Score: -3163285.000000 Penalty: 3587.808838
	Iteration 121Q: 3 clusters Score -3163285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 60324 members 
Entering Unmasked Estep 
Score: -3163288.000000 Penalty: 3587.808838
	Iteration 122Q: 3 clusters Score -3163288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 60326 members 
Entering Unmasked Estep 
Score: -3163286.500000 Penalty: 3587.808838
	Iteration 123Q: 3 clusters Score -3163286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 60330 members 
Entering Unmasked Estep 
Score: -3163285.250000 Penalty: 3587.808838
	Iteration 124Q: 3 clusters Score -3163285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 60332 members 
Entering Unmasked Estep 
Score: -3163291.500000 Penalty: 3587.808838
	Iteration 125Q: 3 clusters Score -3163292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 60336 members 
Entering Unmasked Estep 
Score: -3163288.000000 Penalty: 3587.808838
	Iteration 126Q: 3 clusters Score -3163288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 60342 members 
Entering Unmasked Estep 
Score: -3163286.500000 Penalty: 3587.808838
	Iteration 127Q: 3 clusters Score -3163286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 60345 members 
Entering Unmasked Estep 
Score: -3163289.500000 Penalty: 3587.808838
	Iteration 128Q: 3 clusters Score -3163290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 60347 members 
Entering Unmasked Estep 
Score: -3163289.500000 Penalty: 3587.808838
	Iteration 129Q: 3 clusters Score -3163290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 60348 members 
Entering Unmasked Estep 
Score: -3163289.000000 Penalty: 3587.808838
	Iteration 130Q: 3 clusters Score -3163289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 60348 members 
Entering Unmasked Estep 
Score: -3163289.000000 Penalty: 3587.808838
	Iteration 131F: 3 clusters Score -3163289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (66747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66747 members 
Entering Unmasked Estep 
Score: -3400625.500000 Penalty: 1805.157959
	Iteration 0F: 2 clusters Score -3400626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -3356161.500000 Penalty: 3610.315918
	Iteration 0F: 3 clusters Score -3356162 nChanged 31646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -3373913.250000 Penalty: 3610.315918
	Iteration 1F: 3 clusters Score -3373913 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -3374535.750000 Penalty: 3610.315918
	Iteration 2Q: 3 clusters Score -3374536 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
Score: -3375265.000000 Penalty: 3610.315918
	Iteration 3Q: 3 clusters Score -3375265 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 39438 members 
Entering Unmasked Estep 
Score: -3376355.500000 Penalty: 3610.315918
	Iteration 4Q: 3 clusters Score -3376356 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -3378164.000000 Penalty: 3610.315918
	Iteration 5F: 3 clusters Score -3378164 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 46720 members 
Entering Unmasked Estep 
Score: -3381008.000000 Penalty: 3610.315918
	Iteration 6F: 3 clusters Score -3381008 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 51781 members 
Entering Unmasked Estep 
Score: -3385069.500000 Penalty: 3610.315918
	Iteration 7F: 3 clusters Score -3385070 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 57058 members 
Entering Unmasked Estep 
Score: -3389988.750000 Penalty: 3610.315918
	Iteration 8F: 3 clusters Score -3389989 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 61538 members 
Entering Unmasked Estep 
Score: -3394368.750000 Penalty: 3610.315918
	Iteration 9F: 3 clusters Score -3394369 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 64318 members 
Entering Unmasked Estep 
Score: -3397035.250000 Penalty: 3610.315918
	Iteration 10Q: 3 clusters Score -3397035 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 65656 members 
Entering Unmasked Estep 
Score: -3398246.250000 Penalty: 3610.315918
	Iteration 11Q: 3 clusters Score -3398246 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 66190 members 
Entering Unmasked Estep 
Score: -3398735.750000 Penalty: 3610.315918
	Iteration 12Q: 3 clusters Score -3398736 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 66360 members 
Entering Unmasked Estep 
Score: -3398891.000000 Penalty: 3610.315918
	Iteration 13Q: 3 clusters Score -3398891 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 66434 members 
Entering Unmasked Estep 
Score: -3399000.250000 Penalty: 3610.315918
	Iteration 14Q: 3 clusters Score -3399000 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 66451 members 
Entering Unmasked Estep 
Score: -3399023.750000 Penalty: 3610.315918
	Iteration 15Q: 3 clusters Score -3399024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 66463 members 
Entering Unmasked Estep 
Score: -3399044.500000 Penalty: 3610.315918
	Iteration 16Q: 3 clusters Score -3399044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 66471 members 
Entering Unmasked Estep 
Score: -3399067.250000 Penalty: 3610.315918
	Iteration 17Q: 3 clusters Score -3399067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 66475 members 
Entering Unmasked Estep 
Score: -3399091.250000 Penalty: 3610.315918
	Iteration 18Q: 3 clusters Score -3399091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 66485 members 
Entering Unmasked Estep 
Score: -3399111.250000 Penalty: 3610.315918
	Iteration 19Q: 3 clusters Score -3399111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 66493 members 
Entering Unmasked Estep 
Score: -3399123.250000 Penalty: 3610.315918
	Iteration 20F: 3 clusters Score -3399123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 66492 members 
Entering Unmasked Estep 
Score: -3399130.750000 Penalty: 3610.315918
	Iteration 21Q: 3 clusters Score -3399131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 66493 members 
Entering Unmasked Estep 
Score: -3399133.500000 Penalty: 3610.315918
	Iteration 22Q: 3 clusters Score -3399134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 66496 members 
Entering Unmasked Estep 
Score: -3399147.250000 Penalty: 3610.315918
	Iteration 23Q: 3 clusters Score -3399147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 66497 members 
Entering Unmasked Estep 
Score: -3399153.500000 Penalty: 3610.315918
	Iteration 24Q: 3 clusters Score -3399154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 66499 members 
Entering Unmasked Estep 
Score: -3399156.750000 Penalty: 3610.315918
	Iteration 25Q: 3 clusters Score -3399157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 66499 members 
Entering Unmasked Estep 
Score: -3399161.250000 Penalty: 3610.315918
	Iteration 26Q: 3 clusters Score -3399161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 66502 members 
Entering Unmasked Estep 
Score: -3399160.500000 Penalty: 3610.315918
	Iteration 27Q: 3 clusters Score -3399160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 66502 members 
Entering Unmasked Estep 
Score: -3399160.500000 Penalty: 3610.315918
	Iteration 28F: 3 clusters Score -3399160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (151892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151892 members 
Entering Unmasked Estep 
Score: -7700056.000000 Penalty: 1938.775391
	Iteration 0F: 2 clusters Score -7700056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76222 members 
Mstep: Class 2 contains 75670 members 
Entering Unmasked Estep 
Score: -7598241.500000 Penalty: 3877.550781
	Iteration 0F: 3 clusters Score -7598242 nChanged 73173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80737 members 
Mstep: Class 2 contains 71155 members 
Entering Unmasked Estep 
Score: -7641259.500000 Penalty: 3877.550781
	Iteration 1F: 3 clusters Score -7641260 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83596 members 
Mstep: Class 2 contains 68296 members 
Entering Unmasked Estep 
Score: -7642556.000000 Penalty: 3877.550781
	Iteration 2Q: 3 clusters Score -7642556 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87935 members 
Mstep: Class 2 contains 63957 members 
Entering Unmasked Estep 
Score: -7644677.000000 Penalty: 3877.550781
	Iteration 3Q: 3 clusters Score -7644677 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94324 members 
Mstep: Class 2 contains 57568 members 
Entering Unmasked Estep 
Score: -7648450.000000 Penalty: 3877.550781
	Iteration 4Q: 3 clusters Score -7648450 nChanged 9560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103088 members 
Mstep: Class 2 contains 48804 members 
Entering Unmasked Estep 
Score: -7654871.000000 Penalty: 3877.550781
	Iteration 5F: 3 clusters Score -7654871 nChanged 11449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114049 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -7664138.500000 Penalty: 3877.550781
	Iteration 6F: 3 clusters Score -7664138 nChanged 11574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125403 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -7674484.500000 Penalty: 3877.550781
	Iteration 7F: 3 clusters Score -7674484 nChanged 9809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135126 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -7683730.500000 Penalty: 3877.550781
	Iteration 8F: 3 clusters Score -7683730 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141815 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -7689937.500000 Penalty: 3877.550781
	Iteration 9Q: 3 clusters Score -7689938 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146038 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -7693801.000000 Penalty: 3877.550781
	Iteration 10Q: 3 clusters Score -7693801 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148540 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -7695986.000000 Penalty: 3877.550781
	Iteration 11Q: 3 clusters Score -7695986 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149911 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -7697147.500000 Penalty: 3877.550781
	Iteration 12Q: 3 clusters Score -7697148 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150654 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -7697749.500000 Penalty: 3877.550781
	Iteration 13Q: 3 clusters Score -7697750 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151029 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -7698048.000000 Penalty: 3877.550781
	Iteration 14Q: 3 clusters Score -7698048 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151210 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -7698171.000000 Penalty: 3877.550781
	Iteration 15Q: 3 clusters Score -7698171 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151319 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7698245.000000 Penalty: 3877.550781
	Iteration 16Q: 3 clusters Score -7698245 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151373 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -7698297.000000 Penalty: 3877.550781
	Iteration 17Q: 3 clusters Score -7698297 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151409 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -7698324.000000 Penalty: 3877.550781
	Iteration 18Q: 3 clusters Score -7698324 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151437 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7698349.000000 Penalty: 3877.550781
	Iteration 19Q: 3 clusters Score -7698349 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151459 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -7698361.000000 Penalty: 3877.550781
	Iteration 20F: 3 clusters Score -7698361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151471 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -7698373.000000 Penalty: 3877.550781
	Iteration 21Q: 3 clusters Score -7698373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151481 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -7698384.500000 Penalty: 3877.550781
	Iteration 22Q: 3 clusters Score -7698384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151490 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -7698392.000000 Penalty: 3877.550781
	Iteration 23Q: 3 clusters Score -7698392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151492 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -7698394.500000 Penalty: 3877.550781
	Iteration 24Q: 3 clusters Score -7698394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151495 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7698395.500000 Penalty: 3877.550781
	Iteration 25Q: 3 clusters Score -7698396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151499 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -7698403.000000 Penalty: 3877.550781
	Iteration 26Q: 3 clusters Score -7698403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151502 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -7698402.000000 Penalty: 3877.550781
	Iteration 27Q: 3 clusters Score -7698402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151506 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -7698414.500000 Penalty: 3877.550781
	Iteration 28Q: 3 clusters Score -7698414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151513 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -7698424.000000 Penalty: 3877.550781
	Iteration 29Q: 3 clusters Score -7698424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151516 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -7698428.000000 Penalty: 3877.550781
	Iteration 30Q: 3 clusters Score -7698428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151522 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7698432.500000 Penalty: 3877.550781
	Iteration 31Q: 3 clusters Score -7698432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151522 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7698431.000000 Penalty: 3877.550781
	Iteration 32Q: 3 clusters Score -7698431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151523 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -7698432.000000 Penalty: 3877.550781
	Iteration 33Q: 3 clusters Score -7698432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151524 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -7698429.500000 Penalty: 3877.550781
	Iteration 34Q: 3 clusters Score -7698430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151524 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -7698429.500000 Penalty: 3877.550781
	Iteration 35F: 3 clusters Score -7698430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Entering Unmasked Estep 
Score: -130417.953125 Penalty: 1256.652466
	Iteration 0F: 2 clusters Score -130418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -128138.070312 Penalty: 2513.304932
	Iteration 0F: 3 clusters Score -128138.1 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -128613.906250 Penalty: 2513.304932
	Iteration 1F: 3 clusters Score -128613.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -128698.875000 Penalty: 2513.304932
	Iteration 2F: 3 clusters Score -128698.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -128747.492188 Penalty: 2513.304932
	Iteration 3Q: 3 clusters Score -128747.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -128779.859375 Penalty: 2513.304932
	Iteration 4Q: 3 clusters Score -128779.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -128808.562500 Penalty: 2513.304932
	Iteration 5Q: 3 clusters Score -128808.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -128823.414062 Penalty: 2513.304932
	Iteration 6Q: 3 clusters Score -128823.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -128833.617188 Penalty: 2513.304932
	Iteration 7Q: 3 clusters Score -128833.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -128844.046875 Penalty: 2513.304932
	Iteration 8Q: 3 clusters Score -128844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -128849.570312 Penalty: 2513.304932
	Iteration 9Q: 3 clusters Score -128849.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -128853.203125 Penalty: 2513.304932
	Iteration 10Q: 3 clusters Score -128853.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -128858.414062 Penalty: 2513.304932
	Iteration 11Q: 3 clusters Score -128858.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -128861.562500 Penalty: 2513.304932
	Iteration 12Q: 3 clusters Score -128861.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -128864.101562 Penalty: 2513.304932
	Iteration 13Q: 3 clusters Score -128864.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -128865.601562 Penalty: 2513.304932
	Iteration 14Q: 3 clusters Score -128865.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -128866.828125 Penalty: 2513.304932
	Iteration 15Q: 3 clusters Score -128866.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -128868.796875 Penalty: 2513.304932
	Iteration 16Q: 3 clusters Score -128868.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -128869.132812 Penalty: 2513.304932
	Iteration 17Q: 3 clusters Score -128869.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -128869.906250 Penalty: 2513.304932
	Iteration 18Q: 3 clusters Score -128869.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -128871.117188 Penalty: 2513.304932
	Iteration 19Q: 3 clusters Score -128871.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -128872.125000 Penalty: 2513.304932
	Iteration 20F: 3 clusters Score -128872.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -128873.484375 Penalty: 2513.304932
	Iteration 21Q: 3 clusters Score -128873.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -128874.656250 Penalty: 2513.304932
	Iteration 22Q: 3 clusters Score -128874.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -128875.820312 Penalty: 2513.304932
	Iteration 23Q: 3 clusters Score -128875.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -128876.703125 Penalty: 2513.304932
	Iteration 24Q: 3 clusters Score -128876.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -128877.593750 Penalty: 2513.304932
	Iteration 25Q: 3 clusters Score -128877.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -128879.750000 Penalty: 2513.304932
	Iteration 26Q: 3 clusters Score -128879.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -128884.015625 Penalty: 2513.304932
	Iteration 27Q: 3 clusters Score -128884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -128889.468750 Penalty: 2513.304932
	Iteration 28Q: 3 clusters Score -128889.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -128892.750000 Penalty: 2513.304932
	Iteration 29Q: 3 clusters Score -128892.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -128896.335938 Penalty: 2513.304932
	Iteration 30Q: 3 clusters Score -128896.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -128898.492188 Penalty: 2513.304932
	Iteration 31Q: 3 clusters Score -128898.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -128901.570312 Penalty: 2513.304932
	Iteration 32Q: 3 clusters Score -128901.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -128902.906250 Penalty: 2513.304932
	Iteration 33Q: 3 clusters Score -128902.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -128904.046875 Penalty: 2513.304932
	Iteration 34Q: 3 clusters Score -128904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -128904.046875 Penalty: 2513.304932
	Iteration 35F: 3 clusters Score -128904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Entering Unmasked Estep 
Score: -368196.031250 Penalty: 1431.554199
	Iteration 0F: 2 clusters Score -368196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -363043.437500 Penalty: 2863.108398
	Iteration 0F: 3 clusters Score -363043.4 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -364542.250000 Penalty: 2863.108398
	Iteration 1F: 3 clusters Score -364542.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -364713.656250 Penalty: 2863.108398
	Iteration 2F: 3 clusters Score -364713.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -364833.156250 Penalty: 2863.108398
	Iteration 3Q: 3 clusters Score -364833.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -364927.281250 Penalty: 2863.108398
	Iteration 4Q: 3 clusters Score -364927.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -365004.031250 Penalty: 2863.108398
	Iteration 5Q: 3 clusters Score -365004 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -365076.187500 Penalty: 2863.108398
	Iteration 6Q: 3 clusters Score -365076.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -365132.781250 Penalty: 2863.108398
	Iteration 7Q: 3 clusters Score -365132.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -365183.593750 Penalty: 2863.108398
	Iteration 8Q: 3 clusters Score -365183.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -365230.937500 Penalty: 2863.108398
	Iteration 9Q: 3 clusters Score -365230.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -365285.281250 Penalty: 2863.108398
	Iteration 10Q: 3 clusters Score -365285.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -365350.031250 Penalty: 2863.108398
	Iteration 11Q: 3 clusters Score -365350 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -365434.562500 Penalty: 2863.108398
	Iteration 12Q: 3 clusters Score -365434.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -365532.093750 Penalty: 2863.108398
	Iteration 13Q: 3 clusters Score -365532.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -365641.500000 Penalty: 2863.108398
	Iteration 14Q: 3 clusters Score -365641.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -365763.718750 Penalty: 2863.108398
	Iteration 15Q: 3 clusters Score -365763.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -365913.562500 Penalty: 2863.108398
	Iteration 16Q: 3 clusters Score -365913.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -366068.843750 Penalty: 2863.108398
	Iteration 17Q: 3 clusters Score -366068.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -366245.406250 Penalty: 2863.108398
	Iteration 18Q: 3 clusters Score -366245.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -366424.906250 Penalty: 2863.108398
	Iteration 19Q: 3 clusters Score -366424.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -366572.500000 Penalty: 2863.108398
	Iteration 20F: 3 clusters Score -366572.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -366684.937500 Penalty: 2863.108398
	Iteration 21Q: 3 clusters Score -366684.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -366763.281250 Penalty: 2863.108398
	Iteration 22Q: 3 clusters Score -366763.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -366832.343750 Penalty: 2863.108398
	Iteration 23Q: 3 clusters Score -366832.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -366876.250000 Penalty: 2863.108398
	Iteration 24Q: 3 clusters Score -366876.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -366901.093750 Penalty: 2863.108398
	Iteration 25Q: 3 clusters Score -366901.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -366920.343750 Penalty: 2863.108398
	Iteration 26Q: 3 clusters Score -366920.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -366934.093750 Penalty: 2863.108398
	Iteration 27Q: 3 clusters Score -366934.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -366944.843750 Penalty: 2863.108398
	Iteration 28Q: 3 clusters Score -366944.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -366954.218750 Penalty: 2863.108398
	Iteration 29Q: 3 clusters Score -366954.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -366959.343750 Penalty: 2863.108398
	Iteration 30Q: 3 clusters Score -366959.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -366960.031250 Penalty: 2863.108398
	Iteration 31Q: 3 clusters Score -366960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -366961.687500 Penalty: 2863.108398
	Iteration 32Q: 3 clusters Score -366961.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -366961.687500 Penalty: 2863.108398
	Iteration 33F: 3 clusters Score -366961.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Entering Unmasked Estep 
Score: -217042.937500 Penalty: 1382.443604
	Iteration 0F: 2 clusters Score -217042.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -213107.296875 Penalty: 2764.887207
	Iteration 0F: 3 clusters Score -213107.3 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -214225.515625 Penalty: 2764.887207
	Iteration 1F: 3 clusters Score -214225.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -214472.250000 Penalty: 2764.887207
	Iteration 2F: 3 clusters Score -214472.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -214651.828125 Penalty: 2764.887207
	Iteration 3F: 3 clusters Score -214651.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -214796.984375 Penalty: 2764.887207
	Iteration 4Q: 3 clusters Score -214797 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -214895.843750 Penalty: 2764.887207
	Iteration 5Q: 3 clusters Score -214895.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -214975.687500 Penalty: 2764.887207
	Iteration 6Q: 3 clusters Score -214975.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -215053.593750 Penalty: 2764.887207
	Iteration 7Q: 3 clusters Score -215053.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -215122.406250 Penalty: 2764.887207
	Iteration 8Q: 3 clusters Score -215122.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -215174.968750 Penalty: 2764.887207
	Iteration 9Q: 3 clusters Score -215175 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -215231.609375 Penalty: 2764.887207
	Iteration 10Q: 3 clusters Score -215231.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -215285.281250 Penalty: 2764.887207
	Iteration 11Q: 3 clusters Score -215285.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -215367.953125 Penalty: 2764.887207
	Iteration 12Q: 3 clusters Score -215368 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -215448.546875 Penalty: 2764.887207
	Iteration 13Q: 3 clusters Score -215448.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -215517.296875 Penalty: 2764.887207
	Iteration 14Q: 3 clusters Score -215517.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -215559.312500 Penalty: 2764.887207
	Iteration 15Q: 3 clusters Score -215559.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -215589.859375 Penalty: 2764.887207
	Iteration 16Q: 3 clusters Score -215589.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -215610.562500 Penalty: 2764.887207
	Iteration 17Q: 3 clusters Score -215610.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -215628.125000 Penalty: 2764.887207
	Iteration 18Q: 3 clusters Score -215628.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -215644.984375 Penalty: 2764.887207
	Iteration 19Q: 3 clusters Score -215645 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -215657.406250 Penalty: 2764.887207
	Iteration 20F: 3 clusters Score -215657.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -215671.718750 Penalty: 2764.887207
	Iteration 21Q: 3 clusters Score -215671.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -215682.765625 Penalty: 2764.887207
	Iteration 22Q: 3 clusters Score -215682.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -215693.125000 Penalty: 2764.887207
	Iteration 23Q: 3 clusters Score -215693.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -215699.750000 Penalty: 2764.887207
	Iteration 24Q: 3 clusters Score -215699.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -215706.812500 Penalty: 2764.887207
	Iteration 25Q: 3 clusters Score -215706.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -215713.375000 Penalty: 2764.887207
	Iteration 26Q: 3 clusters Score -215713.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -215718.468750 Penalty: 2764.887207
	Iteration 27Q: 3 clusters Score -215718.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -215723.500000 Penalty: 2764.887207
	Iteration 28Q: 3 clusters Score -215723.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -215726.406250 Penalty: 2764.887207
	Iteration 29Q: 3 clusters Score -215726.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -215730.359375 Penalty: 2764.887207
	Iteration 30Q: 3 clusters Score -215730.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -215735.187500 Penalty: 2764.887207
	Iteration 31Q: 3 clusters Score -215735.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -215739.015625 Penalty: 2764.887207
	Iteration 32Q: 3 clusters Score -215739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -215745.000000 Penalty: 2764.887207
	Iteration 33Q: 3 clusters Score -215745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -215752.515625 Penalty: 2764.887207
	Iteration 34Q: 3 clusters Score -215752.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -215758.125000 Penalty: 2764.887207
	Iteration 35Q: 3 clusters Score -215758.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -215763.593750 Penalty: 2764.887207
	Iteration 36Q: 3 clusters Score -215763.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -215770.390625 Penalty: 2764.887207
	Iteration 37Q: 3 clusters Score -215770.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -215778.156250 Penalty: 2764.887207
	Iteration 38Q: 3 clusters Score -215778.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -215784.718750 Penalty: 2764.887207
	Iteration 39Q: 3 clusters Score -215784.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -215791.640625 Penalty: 2764.887207
	Iteration 40F: 3 clusters Score -215791.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -215801.000000 Penalty: 2764.887207
	Iteration 41Q: 3 clusters Score -215801 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -215808.687500 Penalty: 2764.887207
	Iteration 42Q: 3 clusters Score -215808.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -215815.390625 Penalty: 2764.887207
	Iteration 43Q: 3 clusters Score -215815.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -215823.046875 Penalty: 2764.887207
	Iteration 44Q: 3 clusters Score -215823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -215828.750000 Penalty: 2764.887207
	Iteration 45Q: 3 clusters Score -215828.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -215834.312500 Penalty: 2764.887207
	Iteration 46Q: 3 clusters Score -215834.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -215837.875000 Penalty: 2764.887207
	Iteration 47Q: 3 clusters Score -215837.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -215840.968750 Penalty: 2764.887207
	Iteration 48Q: 3 clusters Score -215841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -215842.421875 Penalty: 2764.887207
	Iteration 49Q: 3 clusters Score -215842.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -215845.640625 Penalty: 2764.887207
	Iteration 50Q: 3 clusters Score -215845.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -215847.734375 Penalty: 2764.887207
	Iteration 51Q: 3 clusters Score -215847.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -215850.078125 Penalty: 2764.887207
	Iteration 52Q: 3 clusters Score -215850.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -215851.859375 Penalty: 2764.887207
	Iteration 53Q: 3 clusters Score -215851.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -215855.515625 Penalty: 2764.887207
	Iteration 54Q: 3 clusters Score -215855.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -215857.343750 Penalty: 2764.887207
	Iteration 55Q: 3 clusters Score -215857.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -215859.296875 Penalty: 2764.887207
	Iteration 56Q: 3 clusters Score -215859.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -215861.031250 Penalty: 2764.887207
	Iteration 57Q: 3 clusters Score -215861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -215862.390625 Penalty: 2764.887207
	Iteration 58Q: 3 clusters Score -215862.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -215863.171875 Penalty: 2764.887207
	Iteration 59Q: 3 clusters Score -215863.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -215864.343750 Penalty: 2764.887207
	Iteration 60F: 3 clusters Score -215864.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -215865.890625 Penalty: 2764.887207
	Iteration 61Q: 3 clusters Score -215865.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -215866.968750 Penalty: 2764.887207
	Iteration 62Q: 3 clusters Score -215867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -215868.062500 Penalty: 2764.887207
	Iteration 63Q: 3 clusters Score -215868.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -215868.937500 Penalty: 2764.887207
	Iteration 64Q: 3 clusters Score -215868.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -215869.578125 Penalty: 2764.887207
	Iteration 65Q: 3 clusters Score -215869.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -215870.250000 Penalty: 2764.887207
	Iteration 66Q: 3 clusters Score -215870.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -215871.875000 Penalty: 2764.887207
	Iteration 67Q: 3 clusters Score -215871.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -215873.406250 Penalty: 2764.887207
	Iteration 68Q: 3 clusters Score -215873.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -215876.921875 Penalty: 2764.887207
	Iteration 69Q: 3 clusters Score -215876.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -215879.937500 Penalty: 2764.887207
	Iteration 70Q: 3 clusters Score -215879.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -215885.609375 Penalty: 2764.887207
	Iteration 71Q: 3 clusters Score -215885.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -215898.109375 Penalty: 2764.887207
	Iteration 72Q: 3 clusters Score -215898.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -215908.406250 Penalty: 2764.887207
	Iteration 73Q: 3 clusters Score -215908.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -215917.453125 Penalty: 2764.887207
	Iteration 74Q: 3 clusters Score -215917.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -215926.734375 Penalty: 2764.887207
	Iteration 75Q: 3 clusters Score -215926.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -215936.281250 Penalty: 2764.887207
	Iteration 76Q: 3 clusters Score -215936.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -215946.718750 Penalty: 2764.887207
	Iteration 77Q: 3 clusters Score -215946.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -215958.843750 Penalty: 2764.887207
	Iteration 78Q: 3 clusters Score -215958.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -215973.437500 Penalty: 2764.887207
	Iteration 79Q: 3 clusters Score -215973.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -215985.515625 Penalty: 2764.887207
	Iteration 80F: 3 clusters Score -215985.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -215994.531250 Penalty: 2764.887207
	Iteration 81Q: 3 clusters Score -215994.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -216006.625000 Penalty: 2764.887207
	Iteration 82Q: 3 clusters Score -216006.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -216012.234375 Penalty: 2764.887207
	Iteration 83Q: 3 clusters Score -216012.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -216016.281250 Penalty: 2764.887207
	Iteration 84Q: 3 clusters Score -216016.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -216018.953125 Penalty: 2764.887207
	Iteration 85Q: 3 clusters Score -216019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -216021.328125 Penalty: 2764.887207
	Iteration 86Q: 3 clusters Score -216021.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -216024.734375 Penalty: 2764.887207
	Iteration 87Q: 3 clusters Score -216024.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -216028.187500 Penalty: 2764.887207
	Iteration 88Q: 3 clusters Score -216028.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -216032.843750 Penalty: 2764.887207
	Iteration 89Q: 3 clusters Score -216032.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -216035.281250 Penalty: 2764.887207
	Iteration 90Q: 3 clusters Score -216035.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -216037.828125 Penalty: 2764.887207
	Iteration 91Q: 3 clusters Score -216037.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -216039.671875 Penalty: 2764.887207
	Iteration 92Q: 3 clusters Score -216039.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -216040.328125 Penalty: 2764.887207
	Iteration 93Q: 3 clusters Score -216040.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -216041.062500 Penalty: 2764.887207
	Iteration 94Q: 3 clusters Score -216041.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -216040.843750 Penalty: 2764.887207
	Iteration 95Q: 3 clusters Score -216040.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -216041.843750 Penalty: 2764.887207
	Iteration 96Q: 3 clusters Score -216041.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -216042.937500 Penalty: 2764.887207
	Iteration 97Q: 3 clusters Score -216042.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -216043.234375 Penalty: 2764.887207
	Iteration 98Q: 3 clusters Score -216043.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -216043.218750 Penalty: 2764.887207
	Iteration 99Q: 3 clusters Score -216043.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -216043.578125 Penalty: 2764.887207
	Iteration 100F: 3 clusters Score -216043.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -216043.875000 Penalty: 2764.887207
	Iteration 101Q: 3 clusters Score -216043.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -216044.437500 Penalty: 2764.887207
	Iteration 102Q: 3 clusters Score -216044.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -216045.531250 Penalty: 2764.887207
	Iteration 103Q: 3 clusters Score -216045.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -216045.640625 Penalty: 2764.887207
	Iteration 104Q: 3 clusters Score -216045.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -216045.859375 Penalty: 2764.887207
	Iteration 105Q: 3 clusters Score -216045.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -216046.343750 Penalty: 2764.887207
	Iteration 106Q: 3 clusters Score -216046.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -216047.000000 Penalty: 2764.887207
	Iteration 107Q: 3 clusters Score -216047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -216047.000000 Penalty: 2764.887207
	Iteration 108F: 3 clusters Score -216047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Entering Unmasked Estep 
Score: -149006.906250 Penalty: 1293.609253
	Iteration 0F: 2 clusters Score -149006.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -146337.562500 Penalty: 2587.218506
	Iteration 0F: 3 clusters Score -146337.6 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -146986.781250 Penalty: 2587.218506
	Iteration 1F: 3 clusters Score -146986.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -147129.656250 Penalty: 2587.218506
	Iteration 2F: 3 clusters Score -147129.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -147214.984375 Penalty: 2587.218506
	Iteration 3F: 3 clusters Score -147215 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -147258.562500 Penalty: 2587.218506
	Iteration 4Q: 3 clusters Score -147258.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -147280.890625 Penalty: 2587.218506
	Iteration 5Q: 3 clusters Score -147280.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -147300.171875 Penalty: 2587.218506
	Iteration 6Q: 3 clusters Score -147300.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -147321.921875 Penalty: 2587.218506
	Iteration 7Q: 3 clusters Score -147321.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -147337.859375 Penalty: 2587.218506
	Iteration 8Q: 3 clusters Score -147337.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -147344.468750 Penalty: 2587.218506
	Iteration 9Q: 3 clusters Score -147344.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -147349.000000 Penalty: 2587.218506
	Iteration 10Q: 3 clusters Score -147349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -147354.312500 Penalty: 2587.218506
	Iteration 11Q: 3 clusters Score -147354.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -147358.671875 Penalty: 2587.218506
	Iteration 12Q: 3 clusters Score -147358.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -147367.359375 Penalty: 2587.218506
	Iteration 13Q: 3 clusters Score -147367.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -147372.515625 Penalty: 2587.218506
	Iteration 14Q: 3 clusters Score -147372.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -147376.062500 Penalty: 2587.218506
	Iteration 15Q: 3 clusters Score -147376.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -147380.890625 Penalty: 2587.218506
	Iteration 16Q: 3 clusters Score -147380.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -147385.062500 Penalty: 2587.218506
	Iteration 17Q: 3 clusters Score -147385.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -147388.062500 Penalty: 2587.218506
	Iteration 18Q: 3 clusters Score -147388.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -147396.812500 Penalty: 2587.218506
	Iteration 19Q: 3 clusters Score -147396.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -147406.390625 Penalty: 2587.218506
	Iteration 20F: 3 clusters Score -147406.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -147415.140625 Penalty: 2587.218506
	Iteration 21Q: 3 clusters Score -147415.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -147424.906250 Penalty: 2587.218506
	Iteration 22Q: 3 clusters Score -147424.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -147432.031250 Penalty: 2587.218506
	Iteration 23Q: 3 clusters Score -147432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -147441.718750 Penalty: 2587.218506
	Iteration 24Q: 3 clusters Score -147441.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -147450.968750 Penalty: 2587.218506
	Iteration 25Q: 3 clusters Score -147451 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -147459.843750 Penalty: 2587.218506
	Iteration 26Q: 3 clusters Score -147459.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -147465.234375 Penalty: 2587.218506
	Iteration 27Q: 3 clusters Score -147465.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -147469.312500 Penalty: 2587.218506
	Iteration 28Q: 3 clusters Score -147469.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -147474.015625 Penalty: 2587.218506
	Iteration 29Q: 3 clusters Score -147474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -147482.812500 Penalty: 2587.218506
	Iteration 30Q: 3 clusters Score -147482.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -147489.671875 Penalty: 2587.218506
	Iteration 31Q: 3 clusters Score -147489.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -147494.421875 Penalty: 2587.218506
	Iteration 32Q: 3 clusters Score -147494.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -147497.781250 Penalty: 2587.218506
	Iteration 33Q: 3 clusters Score -147497.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -147500.796875 Penalty: 2587.218506
	Iteration 34Q: 3 clusters Score -147500.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -147504.343750 Penalty: 2587.218506
	Iteration 35Q: 3 clusters Score -147504.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -147507.453125 Penalty: 2587.218506
	Iteration 36Q: 3 clusters Score -147507.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -147510.296875 Penalty: 2587.218506
	Iteration 37Q: 3 clusters Score -147510.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -147512.609375 Penalty: 2587.218506
	Iteration 38Q: 3 clusters Score -147512.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -147515.062500 Penalty: 2587.218506
	Iteration 39Q: 3 clusters Score -147515.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -147519.671875 Penalty: 2587.218506
	Iteration 40F: 3 clusters Score -147519.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -147524.578125 Penalty: 2587.218506
	Iteration 41Q: 3 clusters Score -147524.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -147527.515625 Penalty: 2587.218506
	Iteration 42Q: 3 clusters Score -147527.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -147530.015625 Penalty: 2587.218506
	Iteration 43Q: 3 clusters Score -147530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -147530.765625 Penalty: 2587.218506
	Iteration 44Q: 3 clusters Score -147530.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -147532.296875 Penalty: 2587.218506
	Iteration 45Q: 3 clusters Score -147532.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -147533.187500 Penalty: 2587.218506
	Iteration 46Q: 3 clusters Score -147533.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -147533.671875 Penalty: 2587.218506
	Iteration 47Q: 3 clusters Score -147533.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -147535.015625 Penalty: 2587.218506
	Iteration 48Q: 3 clusters Score -147535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -147535.453125 Penalty: 2587.218506
	Iteration 49Q: 3 clusters Score -147535.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -147536.187500 Penalty: 2587.218506
	Iteration 50Q: 3 clusters Score -147536.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -147536.421875 Penalty: 2587.218506
	Iteration 51Q: 3 clusters Score -147536.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -147536.656250 Penalty: 2587.218506
	Iteration 52Q: 3 clusters Score -147536.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -147536.656250 Penalty: 2587.218506
	Iteration 53F: 3 clusters Score -147536.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Entering Unmasked Estep 
Score: -543146.375000 Penalty: 1517.901123
	Iteration 0F: 2 clusters Score -543146.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -535117.812500 Penalty: 3035.802246
	Iteration 0F: 3 clusters Score -535117.8 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -538452.687500 Penalty: 3035.802246
	Iteration 1F: 3 clusters Score -538452.7 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -540064.125000 Penalty: 3035.802246
	Iteration 2F: 3 clusters Score -540064.1 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -541895.437500 Penalty: 3035.802246
	Iteration 3F: 3 clusters Score -541895.4 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -543073.812500 Penalty: 3035.802246
	Iteration 4F: 3 clusters Score -543073.8 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -543550.562500 Penalty: 3035.802246
	Iteration 5F: 3 clusters Score -543550.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -543746.500000 Penalty: 3035.802246
	Iteration 6Q: 3 clusters Score -543746.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -543836.812500 Penalty: 3035.802246
	Iteration 7Q: 3 clusters Score -543836.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -543886.250000 Penalty: 3035.802246
	Iteration 8Q: 3 clusters Score -543886.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -543918.625000 Penalty: 3035.802246
	Iteration 9Q: 3 clusters Score -543918.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -543934.750000 Penalty: 3035.802246
	Iteration 10Q: 3 clusters Score -543934.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -543950.000000 Penalty: 3035.802246
	Iteration 11Q: 3 clusters Score -543950 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -543957.812500 Penalty: 3035.802246
	Iteration 12Q: 3 clusters Score -543957.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -543961.875000 Penalty: 3035.802246
	Iteration 13Q: 3 clusters Score -543961.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -543966.812500 Penalty: 3035.802246
	Iteration 14Q: 3 clusters Score -543966.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -543971.562500 Penalty: 3035.802246
	Iteration 15Q: 3 clusters Score -543971.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -543978.437500 Penalty: 3035.802246
	Iteration 16Q: 3 clusters Score -543978.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -543979.875000 Penalty: 3035.802246
	Iteration 17Q: 3 clusters Score -543979.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -543983.187500 Penalty: 3035.802246
	Iteration 18Q: 3 clusters Score -543983.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -543983.562500 Penalty: 3035.802246
	Iteration 19Q: 3 clusters Score -543983.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -543984.500000 Penalty: 3035.802246
	Iteration 20F: 3 clusters Score -543984.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -543987.875000 Penalty: 3035.802246
	Iteration 21Q: 3 clusters Score -543987.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -543989.000000 Penalty: 3035.802246
	Iteration 22Q: 3 clusters Score -543989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -543989.875000 Penalty: 3035.802246
	Iteration 23Q: 3 clusters Score -543989.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -543990.187500 Penalty: 3035.802246
	Iteration 24Q: 3 clusters Score -543990.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -543990.875000 Penalty: 3035.802246
	Iteration 25Q: 3 clusters Score -543990.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -543990.937500 Penalty: 3035.802246
	Iteration 26Q: 3 clusters Score -543990.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -543992.625000 Penalty: 3035.802246
	Iteration 27Q: 3 clusters Score -543992.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -543993.625000 Penalty: 3035.802246
	Iteration 28Q: 3 clusters Score -543993.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -543995.625000 Penalty: 3035.802246
	Iteration 29Q: 3 clusters Score -543995.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -543995.750000 Penalty: 3035.802246
	Iteration 30Q: 3 clusters Score -543995.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -543996.875000 Penalty: 3035.802246
	Iteration 31Q: 3 clusters Score -543996.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -543999.187500 Penalty: 3035.802246
	Iteration 32Q: 3 clusters Score -543999.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -543998.687500 Penalty: 3035.802246
	Iteration 33Q: 3 clusters Score -543998.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -543999.625000 Penalty: 3035.802246
	Iteration 34Q: 3 clusters Score -543999.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -543999.625000 Penalty: 3035.802246
	Iteration 35Q: 3 clusters Score -543999.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -544000.312500 Penalty: 3035.802246
	Iteration 36Q: 3 clusters Score -544000.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -544000.312500 Penalty: 3035.802246
	Iteration 37F: 3 clusters Score -544000.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 6458 members 
Mstep: Class 3 contains 51019 members 
Mstep: Class 5 contains 35883 members 
Mstep: Class 7 contains 161446 members 
Mstep: Class 9 contains 14774 members 
Mstep: Class 11 contains 62281 members 
Mstep: Class 12 contains 66747 members 
Mstep: Class 13 contains 151892 members 
Mstep: Class 15 contains 2283 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 4951 members 
Mstep: Class 18 contains 2866 members 
Mstep: Class 20 contains 1475 members 
Mstep: Class 21 contains 8095 members 
Entering Unmasked Estep 
Score: -29062528.000000 Penalty: 32375.896484
Splitting cluster 20 changes total score from -29062208.000000 to -29062528.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 21 (8095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Entering Unmasked Estep 
Score: -424033.000000 Penalty: 1462.337769
	Iteration 0F: 2 clusters Score -424033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -418126.812500 Penalty: 2924.675537
	Iteration 0F: 3 clusters Score -418126.8 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -419930.687500 Penalty: 2924.675537
	Iteration 1F: 3 clusters Score -419930.7 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -420126.343750 Penalty: 2924.675537
	Iteration 2F: 3 clusters Score -420126.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -420269.156250 Penalty: 2924.675537
	Iteration 3Q: 3 clusters Score -420269.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -420364.156250 Penalty: 2924.675537
	Iteration 4Q: 3 clusters Score -420364.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -420431.875000 Penalty: 2924.675537
	Iteration 5Q: 3 clusters Score -420431.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -420488.218750 Penalty: 2924.675537
	Iteration 6Q: 3 clusters Score -420488.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -420536.906250 Penalty: 2924.675537
	Iteration 7Q: 3 clusters Score -420536.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -420565.968750 Penalty: 2924.675537
	Iteration 8Q: 3 clusters Score -420566 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -420592.250000 Penalty: 2924.675537
	Iteration 9Q: 3 clusters Score -420592.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -420615.937500 Penalty: 2924.675537
	Iteration 10Q: 3 clusters Score -420615.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -420640.875000 Penalty: 2924.675537
	Iteration 11Q: 3 clusters Score -420640.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -420665.281250 Penalty: 2924.675537
	Iteration 12Q: 3 clusters Score -420665.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -420694.468750 Penalty: 2924.675537
	Iteration 13Q: 3 clusters Score -420694.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -420739.156250 Penalty: 2924.675537
	Iteration 14Q: 3 clusters Score -420739.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -420797.437500 Penalty: 2924.675537
	Iteration 15Q: 3 clusters Score -420797.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -420868.906250 Penalty: 2924.675537
	Iteration 16Q: 3 clusters Score -420868.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -420954.218750 Penalty: 2924.675537
	Iteration 17Q: 3 clusters Score -420954.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -421048.843750 Penalty: 2924.675537
	Iteration 18Q: 3 clusters Score -421048.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -421174.625000 Penalty: 2924.675537
	Iteration 19Q: 3 clusters Score -421174.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -421320.781250 Penalty: 2924.675537
	Iteration 20F: 3 clusters Score -421320.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -421490.406250 Penalty: 2924.675537
	Iteration 21Q: 3 clusters Score -421490.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -421680.812500 Penalty: 2924.675537
	Iteration 22Q: 3 clusters Score -421680.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -421868.906250 Penalty: 2924.675537
	Iteration 23Q: 3 clusters Score -421868.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -422057.437500 Penalty: 2924.675537
	Iteration 24Q: 3 clusters Score -422057.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -422226.062500 Penalty: 2924.675537
	Iteration 25Q: 3 clusters Score -422226.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -422361.343750 Penalty: 2924.675537
	Iteration 26Q: 3 clusters Score -422361.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -422471.656250 Penalty: 2924.675537
	Iteration 27Q: 3 clusters Score -422471.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -422572.843750 Penalty: 2924.675537
	Iteration 28Q: 3 clusters Score -422572.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -422631.093750 Penalty: 2924.675537
	Iteration 29Q: 3 clusters Score -422631.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -422679.468750 Penalty: 2924.675537
	Iteration 30Q: 3 clusters Score -422679.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -422717.937500 Penalty: 2924.675537
	Iteration 31Q: 3 clusters Score -422717.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -422741.937500 Penalty: 2924.675537
	Iteration 32Q: 3 clusters Score -422741.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -422760.312500 Penalty: 2924.675537
	Iteration 33Q: 3 clusters Score -422760.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -422771.843750 Penalty: 2924.675537
	Iteration 34Q: 3 clusters Score -422771.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -422777.406250 Penalty: 2924.675537
	Iteration 35Q: 3 clusters Score -422777.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -422780.750000 Penalty: 2924.675537
	Iteration 36Q: 3 clusters Score -422780.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -422783.437500 Penalty: 2924.675537
	Iteration 37Q: 3 clusters Score -422783.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -422787.062500 Penalty: 2924.675537
	Iteration 38Q: 3 clusters Score -422787.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -422789.937500 Penalty: 2924.675537
	Iteration 39Q: 3 clusters Score -422789.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -422789.250000 Penalty: 2924.675537
	Iteration 40F: 3 clusters Score -422789.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -422789.781250 Penalty: 2924.675537
	Iteration 41Q: 3 clusters Score -422789.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -422789.781250 Penalty: 2924.675537
	Iteration 42F: 3 clusters Score -422789.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 6458 members 
Mstep: Class 3 contains 51019 members 
Mstep: Class 5 contains 35883 members 
Mstep: Class 7 contains 161446 members 
Mstep: Class 9 contains 14774 members 
Mstep: Class 11 contains 62281 members 
Mstep: Class 12 contains 66747 members 
Mstep: Class 13 contains 151892 members 
Mstep: Class 15 contains 2283 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 4951 members 
Mstep: Class 18 contains 2866 members 
Mstep: Class 20 contains 1475 members 
Mstep: Class 21 contains 8095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29062842.000000 Penalty: 32375.896484
Iteration 39Q: 16 clusters Score -2.906284e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 6361 members 
Mstep: Class 3 contains 50805 members 
Mstep: Class 5 contains 35991 members 
Mstep: Class 7 contains 161325 members 
Mstep: Class 9 contains 14666 members 
Mstep: Class 11 contains 61952 members 
Mstep: Class 12 contains 66249 members 
Mstep: Class 13 contains 153153 members 
Mstep: Class 15 contains 2332 members 
Mstep: Class 16 contains 6809 members 
Mstep: Class 17 contains 4945 members 
Mstep: Class 18 contains 2735 members 
Mstep: Class 20 contains 1476 members 
Mstep: Class 21 contains 8196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29064312.000000 Penalty: 32375.896484
Iteration 40F: 16 clusters Score -2.906431e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 6620 members 
Mstep: Class 3 contains 50559 members 
Mstep: Class 5 contains 36094 members 
Mstep: Class 7 contains 161183 members 
Mstep: Class 9 contains 14559 members 
Mstep: Class 11 contains 61577 members 
Mstep: Class 12 contains 65450 members 
Mstep: Class 13 contains 153433 members 
Mstep: Class 15 contains 2390 members 
Mstep: Class 16 contains 6927 members 
Mstep: Class 17 contains 4918 members 
Mstep: Class 18 contains 2619 members 
Mstep: Class 20 contains 1481 members 
Mstep: Class 21 contains 8662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29065606.000000 Penalty: 32375.896484
Iteration 41Q: 16 clusters Score -2.906561e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 6790 members 
Mstep: Class 3 contains 50308 members 
Mstep: Class 5 contains 36200 members 
Mstep: Class 7 contains 161073 members 
Mstep: Class 9 contains 14434 members 
Mstep: Class 11 contains 61131 members 
Mstep: Class 12 contains 64704 members 
Mstep: Class 13 contains 154094 members 
Mstep: Class 15 contains 2460 members 
Mstep: Class 16 contains 7022 members 
Mstep: Class 17 contains 4899 members 
Mstep: Class 18 contains 2490 members 
Mstep: Class 20 contains 1495 members 
Mstep: Class 21 contains 9053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29066650.000000 Penalty: 32375.896484
Iteration 42Q: 16 clusters Score -2.906665e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 6866 members 
Mstep: Class 3 contains 50035 members 
Mstep: Class 5 contains 36341 members 
Mstep: Class 7 contains 160944 members 
Mstep: Class 9 contains 14320 members 
Mstep: Class 11 contains 60643 members 
Mstep: Class 12 contains 63929 members 
Mstep: Class 13 contains 155058 members 
Mstep: Class 15 contains 2534 members 
Mstep: Class 16 contains 7121 members 
Mstep: Class 17 contains 4878 members 
Mstep: Class 18 contains 2369 members 
Mstep: Class 20 contains 1517 members 
Mstep: Class 21 contains 9407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29067644.000000 Penalty: 32375.896484
Iteration 43Q: 16 clusters Score -2.906764e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 49740 members 
Mstep: Class 5 contains 36473 members 
Mstep: Class 7 contains 160806 members 
Mstep: Class 9 contains 14199 members 
Mstep: Class 11 contains 60129 members 
Mstep: Class 12 contains 63196 members 
Mstep: Class 13 contains 156092 members 
Mstep: Class 15 contains 2631 members 
Mstep: Class 16 contains 7309 members 
Mstep: Class 17 contains 4845 members 
Mstep: Class 18 contains 2260 members 
Mstep: Class 20 contains 1531 members 
Mstep: Class 21 contains 9723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29068156.000000 Penalty: 32375.896484
Iteration 44Q: 16 clusters Score -2.906816e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 6908 members 
Mstep: Class 3 contains 49442 members 
Mstep: Class 5 contains 36609 members 
Mstep: Class 7 contains 160638 members 
Mstep: Class 9 contains 14069 members 
Mstep: Class 11 contains 59624 members 
Mstep: Class 12 contains 62489 members 
Mstep: Class 13 contains 157247 members 
Mstep: Class 15 contains 2717 members 
Mstep: Class 16 contains 7475 members 
Mstep: Class 17 contains 4812 members 
Mstep: Class 18 contains 2157 members 
Mstep: Class 20 contains 1541 members 
Mstep: Class 21 contains 10015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29068582.000000 Penalty: 32375.896484
Iteration 45Q: 16 clusters Score -2.906858e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 6914 members 
Mstep: Class 3 contains 49129 members 
Mstep: Class 5 contains 36735 members 
Mstep: Class 7 contains 160434 members 
Mstep: Class 9 contains 13946 members 
Mstep: Class 11 contains 59021 members 
Mstep: Class 12 contains 61825 members 
Mstep: Class 13 contains 158502 members 
Mstep: Class 15 contains 2821 members 
Mstep: Class 16 contains 7704 members 
Mstep: Class 17 contains 4787 members 
Mstep: Class 18 contains 2060 members 
Mstep: Class 20 contains 1552 members 
Mstep: Class 21 contains 10269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29069018.000000 Penalty: 32375.896484
Iteration 46Q: 16 clusters Score -2.906902e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 6890 members 
Mstep: Class 3 contains 48816 members 
Mstep: Class 5 contains 36878 members 
Mstep: Class 7 contains 160227 members 
Mstep: Class 9 contains 13817 members 
Mstep: Class 11 contains 58403 members 
Mstep: Class 12 contains 61192 members 
Mstep: Class 13 contains 159792 members 
Mstep: Class 15 contains 2932 members 
Mstep: Class 16 contains 7965 members 
Mstep: Class 17 contains 4769 members 
Mstep: Class 18 contains 1954 members 
Mstep: Class 20 contains 1560 members 
Mstep: Class 21 contains 10468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29069658.000000 Penalty: 32375.896484
Iteration 47Q: 16 clusters Score -2.906966e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 6842 members 
Mstep: Class 3 contains 48477 members 
Mstep: Class 5 contains 37019 members 
Mstep: Class 7 contains 159987 members 
Mstep: Class 9 contains 13692 members 
Mstep: Class 11 contains 57727 members 
Mstep: Class 12 contains 60669 members 
Mstep: Class 13 contains 161121 members 
Mstep: Class 15 contains 3059 members 
Mstep: Class 16 contains 8243 members 
Mstep: Class 17 contains 4747 members 
Mstep: Class 18 contains 1850 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 10637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29070004.000000 Penalty: 32375.896484
Iteration 48Q: 16 clusters Score -2.907e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 6789 members 
Mstep: Class 3 contains 48158 members 
Mstep: Class 5 contains 37146 members 
Mstep: Class 7 contains 159757 members 
Mstep: Class 9 contains 13561 members 
Mstep: Class 11 contains 57077 members 
Mstep: Class 12 contains 60167 members 
Mstep: Class 13 contains 162423 members 
Mstep: Class 15 contains 3188 members 
Mstep: Class 16 contains 8524 members 
Mstep: Class 17 contains 4742 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 20 contains 1574 members 
Mstep: Class 21 contains 10749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29070460.000000 Penalty: 32375.896484
Iteration 49Q: 16 clusters Score -2.907046e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 6736 members 
Mstep: Class 3 contains 47798 members 
Mstep: Class 5 contains 37281 members 
Mstep: Class 7 contains 159487 members 
Mstep: Class 9 contains 13417 members 
Mstep: Class 11 contains 56401 members 
Mstep: Class 12 contains 59684 members 
Mstep: Class 13 contains 163789 members 
Mstep: Class 15 contains 3322 members 
Mstep: Class 16 contains 8860 members 
Mstep: Class 17 contains 4723 members 
Mstep: Class 18 contains 1658 members 
Mstep: Class 20 contains 1576 members 
Mstep: Class 21 contains 10856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29070848.000000 Penalty: 32375.896484
Iteration 50Q: 16 clusters Score -2.907085e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 6685 members 
Mstep: Class 3 contains 47452 members 
Mstep: Class 5 contains 37431 members 
Mstep: Class 7 contains 159168 members 
Mstep: Class 9 contains 13289 members 
Mstep: Class 11 contains 55629 members 
Mstep: Class 12 contains 59233 members 
Mstep: Class 13 contains 165167 members 
Mstep: Class 15 contains 3484 members 
Mstep: Class 16 contains 9231 members 
Mstep: Class 17 contains 4700 members 
Mstep: Class 18 contains 1607 members 
Mstep: Class 20 contains 1581 members 
Mstep: Class 21 contains 10927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29071268.000000 Penalty: 32375.896484
Iteration 51Q: 16 clusters Score -2.907127e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 6625 members 
Mstep: Class 3 contains 47091 members 
Mstep: Class 5 contains 37589 members 
Mstep: Class 7 contains 158886 members 
Mstep: Class 9 contains 13139 members 
Mstep: Class 11 contains 54842 members 
Mstep: Class 12 contains 58822 members 
Mstep: Class 13 contains 166481 members 
Mstep: Class 15 contains 3688 members 
Mstep: Class 16 contains 9620 members 
Mstep: Class 17 contains 4678 members 
Mstep: Class 18 contains 1548 members 
Mstep: Class 20 contains 1588 members 
Mstep: Class 21 contains 10981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29071576.000000 Penalty: 32375.896484
Iteration 52Q: 16 clusters Score -2.907158e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 6569 members 
Mstep: Class 3 contains 46719 members 
Mstep: Class 5 contains 37747 members 
Mstep: Class 7 contains 158610 members 
Mstep: Class 9 contains 12986 members 
Mstep: Class 11 contains 54041 members 
Mstep: Class 12 contains 58457 members 
Mstep: Class 13 contains 167834 members 
Mstep: Class 15 contains 3887 members 
Mstep: Class 16 contains 9991 members 
Mstep: Class 17 contains 4651 members 
Mstep: Class 18 contains 1494 members 
Mstep: Class 20 contains 1591 members 
Mstep: Class 21 contains 10993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29072072.000000 Penalty: 32375.896484
Iteration 53Q: 16 clusters Score -2.907207e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 6523 members 
Mstep: Class 3 contains 46377 members 
Mstep: Class 5 contains 37900 members 
Mstep: Class 7 contains 158332 members 
Mstep: Class 9 contains 12833 members 
Mstep: Class 11 contains 53183 members 
Mstep: Class 12 contains 58069 members 
Mstep: Class 13 contains 169180 members 
Mstep: Class 15 contains 4115 members 
Mstep: Class 16 contains 10400 members 
Mstep: Class 17 contains 4622 members 
Mstep: Class 18 contains 1430 members 
Mstep: Class 20 contains 1596 members 
Mstep: Class 21 contains 11006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29072722.000000 Penalty: 32375.896484
Iteration 54Q: 16 clusters Score -2.907272e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 6461 members 
Mstep: Class 3 contains 46025 members 
Mstep: Class 5 contains 38080 members 
Mstep: Class 7 contains 158020 members 
Mstep: Class 9 contains 12664 members 
Mstep: Class 11 contains 52278 members 
Mstep: Class 12 contains 57716 members 
Mstep: Class 13 contains 170523 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 10849 members 
Mstep: Class 17 contains 4593 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 20 contains 1599 members 
Mstep: Class 21 contains 10996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2149.477295 but Gain 2158.392578
Score: -29073364.000000 Penalty: 30217.503906
Iteration 55Q: 15 clusters Score -2.907336e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 6407 members 
Mstep: Class 3 contains 45692 members 
Mstep: Class 5 contains 38302 members 
Mstep: Class 7 contains 158053 members 
Mstep: Class 9 contains 12503 members 
Mstep: Class 11 contains 51331 members 
Mstep: Class 12 contains 57430 members 
Mstep: Class 13 contains 172518 members 
Mstep: Class 15 contains 4652 members 
Mstep: Class 16 contains 11337 members 
Mstep: Class 17 contains 4752 members 
Mstep: Class 20 contains 1603 members 
Mstep: Class 21 contains 10981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29075462.000000 Penalty: 30217.503906
Iteration 56Q: 15 clusters Score -2.907546e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 6366 members 
Mstep: Class 3 contains 45351 members 
Mstep: Class 5 contains 38450 members 
Mstep: Class 7 contains 157589 members 
Mstep: Class 9 contains 12339 members 
Mstep: Class 11 contains 50373 members 
Mstep: Class 12 contains 57078 members 
Mstep: Class 13 contains 174012 members 
Mstep: Class 15 contains 4943 members 
Mstep: Class 16 contains 11796 members 
Mstep: Class 17 contains 4744 members 
Mstep: Class 20 contains 1609 members 
Mstep: Class 21 contains 10933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29076228.000000 Penalty: 30217.503906
Iteration 57Q: 15 clusters Score -2.907623e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 6322 members 
Mstep: Class 3 contains 45016 members 
Mstep: Class 5 contains 38600 members 
Mstep: Class 7 contains 157183 members 
Mstep: Class 9 contains 12180 members 
Mstep: Class 11 contains 49381 members 
Mstep: Class 12 contains 56729 members 
Mstep: Class 13 contains 175498 members 
Mstep: Class 15 contains 5212 members 
Mstep: Class 16 contains 12269 members 
Mstep: Class 17 contains 4723 members 
Mstep: Class 20 contains 1612 members 
Mstep: Class 21 contains 10875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29076766.000000 Penalty: 30217.503906
Iteration 58Q: 15 clusters Score -2.907677e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 6287 members 
Mstep: Class 3 contains 44675 members 
Mstep: Class 5 contains 38777 members 
Mstep: Class 7 contains 156755 members 
Mstep: Class 9 contains 12006 members 
Mstep: Class 11 contains 48517 members 
Mstep: Class 12 contains 56407 members 
Mstep: Class 13 contains 176866 members 
Mstep: Class 15 contains 5477 members 
Mstep: Class 16 contains 12725 members 
Mstep: Class 17 contains 4687 members 
Mstep: Class 20 contains 1613 members 
Mstep: Class 21 contains 10814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29077270.000000 Penalty: 30217.503906
Iteration 59Q: 15 clusters Score -2.907727e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 6255 members 
Mstep: Class 3 contains 44304 members 
Mstep: Class 5 contains 38946 members 
Mstep: Class 7 contains 156331 members 
Mstep: Class 9 contains 11846 members 
Mstep: Class 11 contains 47728 members 
Mstep: Class 12 contains 56081 members 
Mstep: Class 13 contains 178225 members 
Mstep: Class 15 contains 5722 members 
Mstep: Class 16 contains 13130 members 
Mstep: Class 17 contains 4669 members 
Mstep: Class 20 contains 1613 members 
Mstep: Class 21 contains 10761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29078126.000000 Penalty: 30217.503906
Iteration 60F: 15 clusters Score -2.907813e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 6302 members 
Mstep: Class 3 contains 43922 members 
Mstep: Class 5 contains 39114 members 
Mstep: Class 7 contains 155927 members 
Mstep: Class 9 contains 11686 members 
Mstep: Class 11 contains 46720 members 
Mstep: Class 12 contains 55772 members 
Mstep: Class 13 contains 179465 members 
Mstep: Class 15 contains 5943 members 
Mstep: Class 16 contains 13772 members 
Mstep: Class 17 contains 4645 members 
Mstep: Class 20 contains 1615 members 
Mstep: Class 21 contains 10728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29079056.000000 Penalty: 30217.503906
Iteration 61Q: 15 clusters Score -2.907906e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 6303 members 
Mstep: Class 3 contains 43554 members 
Mstep: Class 5 contains 39293 members 
Mstep: Class 7 contains 155598 members 
Mstep: Class 9 contains 11513 members 
Mstep: Class 11 contains 45872 members 
Mstep: Class 12 contains 55495 members 
Mstep: Class 13 contains 180622 members 
Mstep: Class 15 contains 6114 members 
Mstep: Class 16 contains 14349 members 
Mstep: Class 17 contains 4624 members 
Mstep: Class 20 contains 1617 members 
Mstep: Class 21 contains 10656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29079732.000000 Penalty: 30217.503906
Iteration 62Q: 15 clusters Score -2.907973e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 6294 members 
Mstep: Class 3 contains 43188 members 
Mstep: Class 5 contains 39458 members 
Mstep: Class 7 contains 155300 members 
Mstep: Class 9 contains 11350 members 
Mstep: Class 11 contains 45072 members 
Mstep: Class 12 contains 55210 members 
Mstep: Class 13 contains 181795 members 
Mstep: Class 15 contains 6230 members 
Mstep: Class 16 contains 14900 members 
Mstep: Class 17 contains 4600 members 
Mstep: Class 20 contains 1621 members 
Mstep: Class 21 contains 10588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29080426.000000 Penalty: 30217.503906
Iteration 63Q: 15 clusters Score -2.908043e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 6282 members 
Mstep: Class 3 contains 42828 members 
Mstep: Class 5 contains 39595 members 
Mstep: Class 7 contains 155052 members 
Mstep: Class 9 contains 11189 members 
Mstep: Class 11 contains 44411 members 
Mstep: Class 12 contains 54944 members 
Mstep: Class 13 contains 182870 members 
Mstep: Class 15 contains 6322 members 
Mstep: Class 16 contains 15376 members 
Mstep: Class 17 contains 4586 members 
Mstep: Class 20 contains 1624 members 
Mstep: Class 21 contains 10532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29081012.000000 Penalty: 30217.503906
Iteration 64Q: 15 clusters Score -2.908101e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 6278 members 
Mstep: Class 3 contains 42508 members 
Mstep: Class 5 contains 39729 members 
Mstep: Class 7 contains 154817 members 
Mstep: Class 9 contains 11035 members 
Mstep: Class 11 contains 43885 members 
Mstep: Class 12 contains 54697 members 
Mstep: Class 13 contains 183748 members 
Mstep: Class 15 contains 6348 members 
Mstep: Class 16 contains 15845 members 
Mstep: Class 17 contains 4587 members 
Mstep: Class 20 contains 1625 members 
Mstep: Class 21 contains 10507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29081506.000000 Penalty: 30217.503906
Iteration 65Q: 15 clusters Score -2.908151e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 6277 members 
Mstep: Class 3 contains 42210 members 
Mstep: Class 5 contains 39874 members 
Mstep: Class 7 contains 154596 members 
Mstep: Class 9 contains 10890 members 
Mstep: Class 11 contains 43476 members 
Mstep: Class 12 contains 54483 members 
Mstep: Class 13 contains 184520 members 
Mstep: Class 15 contains 6313 members 
Mstep: Class 16 contains 16302 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 20 contains 1626 members 
Mstep: Class 21 contains 10472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29081782.000000 Penalty: 30217.503906
Iteration 66Q: 15 clusters Score -2.908178e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 6272 members 
Mstep: Class 3 contains 41922 members 
Mstep: Class 5 contains 40023 members 
Mstep: Class 7 contains 154374 members 
Mstep: Class 9 contains 10757 members 
Mstep: Class 11 contains 43198 members 
Mstep: Class 12 contains 54261 members 
Mstep: Class 13 contains 185219 members 
Mstep: Class 15 contains 6245 members 
Mstep: Class 16 contains 16720 members 
Mstep: Class 17 contains 4555 members 
Mstep: Class 20 contains 1627 members 
Mstep: Class 21 contains 10435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082078.000000 Penalty: 30217.503906
Iteration 67Q: 15 clusters Score -2.908208e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 6265 members 
Mstep: Class 3 contains 41651 members 
Mstep: Class 5 contains 40152 members 
Mstep: Class 7 contains 154193 members 
Mstep: Class 9 contains 10653 members 
Mstep: Class 11 contains 42989 members 
Mstep: Class 12 contains 54028 members 
Mstep: Class 13 contains 185842 members 
Mstep: Class 15 contains 6144 members 
Mstep: Class 16 contains 17109 members 
Mstep: Class 17 contains 4552 members 
Mstep: Class 20 contains 1629 members 
Mstep: Class 21 contains 10399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082304.000000 Penalty: 30217.503906
Iteration 68Q: 15 clusters Score -2.90823e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 6255 members 
Mstep: Class 3 contains 41391 members 
Mstep: Class 5 contains 40281 members 
Mstep: Class 7 contains 154025 members 
Mstep: Class 9 contains 10564 members 
Mstep: Class 11 contains 42829 members 
Mstep: Class 12 contains 53833 members 
Mstep: Class 13 contains 186406 members 
Mstep: Class 15 contains 6017 members 
Mstep: Class 16 contains 17470 members 
Mstep: Class 17 contains 4547 members 
Mstep: Class 20 contains 1630 members 
Mstep: Class 21 contains 10352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082474.000000 Penalty: 30217.503906
Iteration 69Q: 15 clusters Score -2.908247e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 6248 members 
Mstep: Class 3 contains 41140 members 
Mstep: Class 5 contains 40430 members 
Mstep: Class 7 contains 153868 members 
Mstep: Class 9 contains 10477 members 
Mstep: Class 11 contains 42711 members 
Mstep: Class 12 contains 53655 members 
Mstep: Class 13 contains 186928 members 
Mstep: Class 15 contains 5878 members 
Mstep: Class 16 contains 17777 members 
Mstep: Class 17 contains 4548 members 
Mstep: Class 20 contains 1631 members 
Mstep: Class 21 contains 10303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082510.000000 Penalty: 30217.503906
Iteration 70Q: 15 clusters Score -2.908251e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 6245 members 
Mstep: Class 3 contains 40888 members 
Mstep: Class 5 contains 40583 members 
Mstep: Class 7 contains 153719 members 
Mstep: Class 9 contains 10407 members 
Mstep: Class 11 contains 42616 members 
Mstep: Class 12 contains 53495 members 
Mstep: Class 13 contains 187378 members 
Mstep: Class 15 contains 5743 members 
Mstep: Class 16 contains 18074 members 
Mstep: Class 17 contains 4548 members 
Mstep: Class 20 contains 1634 members 
Mstep: Class 21 contains 10262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082510.000000 Penalty: 30217.503906
Iteration 71Q: 15 clusters Score -2.908251e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 6240 members 
Mstep: Class 3 contains 40660 members 
Mstep: Class 5 contains 40724 members 
Mstep: Class 7 contains 153581 members 
Mstep: Class 9 contains 10349 members 
Mstep: Class 11 contains 42547 members 
Mstep: Class 12 contains 53346 members 
Mstep: Class 13 contains 187827 members 
Mstep: Class 15 contains 5592 members 
Mstep: Class 16 contains 18323 members 
Mstep: Class 17 contains 4543 members 
Mstep: Class 20 contains 1640 members 
Mstep: Class 21 contains 10224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082752.000000 Penalty: 30217.503906
Iteration 72Q: 15 clusters Score -2.908275e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 6223 members 
Mstep: Class 3 contains 40431 members 
Mstep: Class 5 contains 40869 members 
Mstep: Class 7 contains 153442 members 
Mstep: Class 9 contains 10294 members 
Mstep: Class 11 contains 42488 members 
Mstep: Class 12 contains 53179 members 
Mstep: Class 13 contains 188283 members 
Mstep: Class 15 contains 5424 members 
Mstep: Class 16 contains 18590 members 
Mstep: Class 17 contains 4537 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 10185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082900.000000 Penalty: 30217.503906
Iteration 73Q: 15 clusters Score -2.90829e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 6218 members 
Mstep: Class 3 contains 40202 members 
Mstep: Class 5 contains 41023 members 
Mstep: Class 7 contains 153294 members 
Mstep: Class 9 contains 10251 members 
Mstep: Class 11 contains 42414 members 
Mstep: Class 12 contains 53032 members 
Mstep: Class 13 contains 188716 members 
Mstep: Class 15 contains 5249 members 
Mstep: Class 16 contains 18848 members 
Mstep: Class 17 contains 4535 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 10158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083148.000000 Penalty: 30217.503906
Iteration 74Q: 15 clusters Score -2.908315e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 6184 members 
Mstep: Class 3 contains 39987 members 
Mstep: Class 5 contains 41189 members 
Mstep: Class 7 contains 153173 members 
Mstep: Class 9 contains 10222 members 
Mstep: Class 11 contains 42354 members 
Mstep: Class 12 contains 52887 members 
Mstep: Class 13 contains 189064 members 
Mstep: Class 15 contains 5061 members 
Mstep: Class 16 contains 19141 members 
Mstep: Class 17 contains 4532 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 10139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083232.000000 Penalty: 30217.503906
Iteration 75Q: 15 clusters Score -2.908323e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 6146 members 
Mstep: Class 3 contains 39801 members 
Mstep: Class 5 contains 41334 members 
Mstep: Class 7 contains 153087 members 
Mstep: Class 9 contains 10201 members 
Mstep: Class 11 contains 42298 members 
Mstep: Class 12 contains 52757 members 
Mstep: Class 13 contains 189351 members 
Mstep: Class 15 contains 4874 members 
Mstep: Class 16 contains 19429 members 
Mstep: Class 17 contains 4530 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 10118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083500.000000 Penalty: 30217.503906
Iteration 76Q: 15 clusters Score -2.90835e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 6111 members 
Mstep: Class 3 contains 39615 members 
Mstep: Class 5 contains 41459 members 
Mstep: Class 7 contains 153020 members 
Mstep: Class 9 contains 10184 members 
Mstep: Class 11 contains 42251 members 
Mstep: Class 12 contains 52632 members 
Mstep: Class 13 contains 189655 members 
Mstep: Class 15 contains 4692 members 
Mstep: Class 16 contains 19702 members 
Mstep: Class 17 contains 4520 members 
Mstep: Class 20 contains 1647 members 
Mstep: Class 21 contains 10088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083592.000000 Penalty: 30217.503906
Iteration 77Q: 15 clusters Score -2.908359e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 6082 members 
Mstep: Class 3 contains 39440 members 
Mstep: Class 5 contains 41593 members 
Mstep: Class 7 contains 152959 members 
Mstep: Class 9 contains 10169 members 
Mstep: Class 11 contains 42206 members 
Mstep: Class 12 contains 52525 members 
Mstep: Class 13 contains 189911 members 
Mstep: Class 15 contains 4515 members 
Mstep: Class 16 contains 19941 members 
Mstep: Class 17 contains 4514 members 
Mstep: Class 20 contains 1647 members 
Mstep: Class 21 contains 10068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083896.000000 Penalty: 30217.503906
Iteration 78Q: 15 clusters Score -2.90839e+07 nChanged 1154
Entering ConstructFrom: 
Score: -29083896.000000 Penalty: 30217.503906
Entering ConstructFrom: 
Trying to split cluster 1 (11224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Entering Unmasked Estep 
Score: -550221.812500 Penalty: 1515.444092
	Iteration 0F: 2 clusters Score -550221.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -542322.375000 Penalty: 3030.888184
	Iteration 0F: 3 clusters Score -542322.4 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -544955.812500 Penalty: 3030.888184
	Iteration 1F: 3 clusters Score -544955.8 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -545215.375000 Penalty: 3030.888184
	Iteration 2F: 3 clusters Score -545215.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -545399.062500 Penalty: 3030.888184
	Iteration 3Q: 3 clusters Score -545399.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -545597.375000 Penalty: 3030.888184
	Iteration 4Q: 3 clusters Score -545597.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -545821.312500 Penalty: 3030.888184
	Iteration 5Q: 3 clusters Score -545821.3 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -546071.500000 Penalty: 3030.888184
	Iteration 6Q: 3 clusters Score -546071.5 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -546373.000000 Penalty: 3030.888184
	Iteration 7Q: 3 clusters Score -546373 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -546757.750000 Penalty: 3030.888184
	Iteration 8F: 3 clusters Score -546757.8 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -547239.750000 Penalty: 3030.888184
	Iteration 9F: 3 clusters Score -547239.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -547687.687500 Penalty: 3030.888184
	Iteration 10F: 3 clusters Score -547687.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -548015.750000 Penalty: 3030.888184
	Iteration 11Q: 3 clusters Score -548015.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -548261.312500 Penalty: 3030.888184
	Iteration 12Q: 3 clusters Score -548261.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -548448.812500 Penalty: 3030.888184
	Iteration 13Q: 3 clusters Score -548448.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -548602.250000 Penalty: 3030.888184
	Iteration 14Q: 3 clusters Score -548602.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -548703.250000 Penalty: 3030.888184
	Iteration 15Q: 3 clusters Score -548703.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -548775.687500 Penalty: 3030.888184
	Iteration 16Q: 3 clusters Score -548775.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -548818.062500 Penalty: 3030.888184
	Iteration 17Q: 3 clusters Score -548818.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -548849.437500 Penalty: 3030.888184
	Iteration 18Q: 3 clusters Score -548849.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -548883.687500 Penalty: 3030.888184
	Iteration 19Q: 3 clusters Score -548883.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -548912.312500 Penalty: 3030.888184
	Iteration 20F: 3 clusters Score -548912.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -548932.500000 Penalty: 3030.888184
	Iteration 21Q: 3 clusters Score -548932.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -548943.562500 Penalty: 3030.888184
	Iteration 22Q: 3 clusters Score -548943.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -548951.812500 Penalty: 3030.888184
	Iteration 23Q: 3 clusters Score -548951.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -548957.062500 Penalty: 3030.888184
	Iteration 24Q: 3 clusters Score -548957.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -548963.937500 Penalty: 3030.888184
	Iteration 25Q: 3 clusters Score -548963.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -548969.125000 Penalty: 3030.888184
	Iteration 26Q: 3 clusters Score -548969.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -548973.250000 Penalty: 3030.888184
	Iteration 27Q: 3 clusters Score -548973.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -548973.937500 Penalty: 3030.888184
	Iteration 28Q: 3 clusters Score -548973.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -548974.250000 Penalty: 3030.888184
	Iteration 29Q: 3 clusters Score -548974.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -548977.062500 Penalty: 3030.888184
	Iteration 30Q: 3 clusters Score -548977.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -548978.625000 Penalty: 3030.888184
	Iteration 31Q: 3 clusters Score -548978.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -548978.625000 Penalty: 3030.888184
	Iteration 32F: 3 clusters Score -548978.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Entering Unmasked Estep 
Score: -324604.968750 Penalty: 1415.180786
	Iteration 0F: 2 clusters Score -324605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -319951.968750 Penalty: 2830.361572
	Iteration 0F: 3 clusters Score -319952 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -321260.812500 Penalty: 2830.361572
	Iteration 1F: 3 clusters Score -321260.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -321433.750000 Penalty: 2830.361572
	Iteration 2F: 3 clusters Score -321433.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -321558.437500 Penalty: 2830.361572
	Iteration 3F: 3 clusters Score -321558.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -321646.625000 Penalty: 2830.361572
	Iteration 4Q: 3 clusters Score -321646.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -321715.281250 Penalty: 2830.361572
	Iteration 5Q: 3 clusters Score -321715.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -321778.718750 Penalty: 2830.361572
	Iteration 6Q: 3 clusters Score -321778.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -321835.375000 Penalty: 2830.361572
	Iteration 7Q: 3 clusters Score -321835.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -321880.531250 Penalty: 2830.361572
	Iteration 8Q: 3 clusters Score -321880.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -321923.156250 Penalty: 2830.361572
	Iteration 9Q: 3 clusters Score -321923.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -321959.250000 Penalty: 2830.361572
	Iteration 10Q: 3 clusters Score -321959.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -321999.031250 Penalty: 2830.361572
	Iteration 11Q: 3 clusters Score -321999 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -322038.593750 Penalty: 2830.361572
	Iteration 12Q: 3 clusters Score -322038.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -322074.343750 Penalty: 2830.361572
	Iteration 13Q: 3 clusters Score -322074.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -322112.125000 Penalty: 2830.361572
	Iteration 14Q: 3 clusters Score -322112.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -322157.312500 Penalty: 2830.361572
	Iteration 15Q: 3 clusters Score -322157.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -322218.968750 Penalty: 2830.361572
	Iteration 16Q: 3 clusters Score -322219 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -322301.500000 Penalty: 2830.361572
	Iteration 17Q: 3 clusters Score -322301.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -322402.000000 Penalty: 2830.361572
	Iteration 18Q: 3 clusters Score -322402 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -322517.187500 Penalty: 2830.361572
	Iteration 19Q: 3 clusters Score -322517.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -322638.312500 Penalty: 2830.361572
	Iteration 20F: 3 clusters Score -322638.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -322770.093750 Penalty: 2830.361572
	Iteration 21Q: 3 clusters Score -322770.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -322916.343750 Penalty: 2830.361572
	Iteration 22Q: 3 clusters Score -322916.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -323037.687500 Penalty: 2830.361572
	Iteration 23Q: 3 clusters Score -323037.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -323119.250000 Penalty: 2830.361572
	Iteration 24Q: 3 clusters Score -323119.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -323200.031250 Penalty: 2830.361572
	Iteration 25Q: 3 clusters Score -323200 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -323260.000000 Penalty: 2830.361572
	Iteration 26Q: 3 clusters Score -323260 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -323308.125000 Penalty: 2830.361572
	Iteration 27Q: 3 clusters Score -323308.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -323346.343750 Penalty: 2830.361572
	Iteration 28Q: 3 clusters Score -323346.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -323378.593750 Penalty: 2830.361572
	Iteration 29Q: 3 clusters Score -323378.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -323397.406250 Penalty: 2830.361572
	Iteration 30Q: 3 clusters Score -323397.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -323414.250000 Penalty: 2830.361572
	Iteration 31Q: 3 clusters Score -323414.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -323429.875000 Penalty: 2830.361572
	Iteration 32Q: 3 clusters Score -323429.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -323442.093750 Penalty: 2830.361572
	Iteration 33Q: 3 clusters Score -323442.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -323452.250000 Penalty: 2830.361572
	Iteration 34Q: 3 clusters Score -323452.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -323458.781250 Penalty: 2830.361572
	Iteration 35Q: 3 clusters Score -323458.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -323462.687500 Penalty: 2830.361572
	Iteration 36Q: 3 clusters Score -323462.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -323467.375000 Penalty: 2830.361572
	Iteration 37Q: 3 clusters Score -323467.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -323470.031250 Penalty: 2830.361572
	Iteration 38Q: 3 clusters Score -323470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -323471.156250 Penalty: 2830.361572
	Iteration 39Q: 3 clusters Score -323471.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -323471.156250 Penalty: 2830.361572
	Iteration 40F: 3 clusters Score -323471.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (39269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Entering Unmasked Estep 
Score: -2014487.000000 Penalty: 1718.956055
	Iteration 0F: 2 clusters Score -2014487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -1988326.625000 Penalty: 3437.912109
	Iteration 0F: 3 clusters Score -1988327 nChanged 18196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -1998513.000000 Penalty: 3437.912109
	Iteration 1F: 3 clusters Score -1998513 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -1999119.000000 Penalty: 3437.912109
	Iteration 2Q: 3 clusters Score -1999119 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -1999908.375000 Penalty: 3437.912109
	Iteration 3Q: 3 clusters Score -1999908 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -2001100.625000 Penalty: 3437.912109
	Iteration 4F: 3 clusters Score -2001101 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -2002996.625000 Penalty: 3437.912109
	Iteration 5F: 3 clusters Score -2002997 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -2005752.875000 Penalty: 3437.912109
	Iteration 6F: 3 clusters Score -2005753 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -2008891.375000 Penalty: 3437.912109
	Iteration 7F: 3 clusters Score -2008891 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -2011145.125000 Penalty: 3437.912109
	Iteration 8F: 3 clusters Score -2011145 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -2012294.250000 Penalty: 3437.912109
	Iteration 9Q: 3 clusters Score -2012294 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -2012819.500000 Penalty: 3437.912109
	Iteration 10Q: 3 clusters Score -2012820 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -2013092.375000 Penalty: 3437.912109
	Iteration 11Q: 3 clusters Score -2013092 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -2013221.750000 Penalty: 3437.912109
	Iteration 12Q: 3 clusters Score -2013222 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 38416 members 
Entering Unmasked Estep 
Score: -2013318.000000 Penalty: 3437.912109
	Iteration 13Q: 3 clusters Score -2013318 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
Score: -2013352.500000 Penalty: 3437.912109
	Iteration 14Q: 3 clusters Score -2013352 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -2013373.250000 Penalty: 3437.912109
	Iteration 15Q: 3 clusters Score -2013373 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -2013382.000000 Penalty: 3437.912109
	Iteration 16Q: 3 clusters Score -2013382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -2013388.250000 Penalty: 3437.912109
	Iteration 17Q: 3 clusters Score -2013388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -2013394.625000 Penalty: 3437.912109
	Iteration 18Q: 3 clusters Score -2013395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 38524 members 
Entering Unmasked Estep 
Score: -2013399.000000 Penalty: 3437.912109
	Iteration 19Q: 3 clusters Score -2013399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -2013403.375000 Penalty: 3437.912109
	Iteration 20F: 3 clusters Score -2013403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -2013402.875000 Penalty: 3437.912109
	Iteration 21Q: 3 clusters Score -2013403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -2013406.625000 Penalty: 3437.912109
	Iteration 22Q: 3 clusters Score -2013407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
Score: -2013403.875000 Penalty: 3437.912109
	Iteration 23Q: 3 clusters Score -2013404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -2013402.125000 Penalty: 3437.912109
	Iteration 24Q: 3 clusters Score -2013402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 38539 members 
Entering Unmasked Estep 
Score: -2013404.625000 Penalty: 3437.912109
	Iteration 25Q: 3 clusters Score -2013405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 38539 members 
Entering Unmasked Estep 
Score: -2013404.750000 Penalty: 3437.912109
	Iteration 26Q: 3 clusters Score -2013405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 38539 members 
Entering Unmasked Estep 
Score: -2013404.750000 Penalty: 3437.912109
	Iteration 27F: 3 clusters Score -2013405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Entering Unmasked Estep 
Score: -2207520.750000 Penalty: 1728.775024
	Iteration 0F: 2 clusters Score -2207521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -2179489.000000 Penalty: 3457.550049
	Iteration 0F: 3 clusters Score -2179489 nChanged 19451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -2190453.250000 Penalty: 3457.550049
	Iteration 1F: 3 clusters Score -2190453 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -2191132.250000 Penalty: 3457.550049
	Iteration 2Q: 3 clusters Score -2191132 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -2192235.750000 Penalty: 3457.550049
	Iteration 3Q: 3 clusters Score -2192236 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -2193714.250000 Penalty: 3457.550049
	Iteration 4F: 3 clusters Score -2193714 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -2195328.750000 Penalty: 3457.550049
	Iteration 5F: 3 clusters Score -2195329 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -2197047.250000 Penalty: 3457.550049
	Iteration 6F: 3 clusters Score -2197047 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -2198549.250000 Penalty: 3457.550049
	Iteration 7F: 3 clusters Score -2198549 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -2199693.750000 Penalty: 3457.550049
	Iteration 8Q: 3 clusters Score -2199694 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -2200645.750000 Penalty: 3457.550049
	Iteration 9Q: 3 clusters Score -2200646 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -2201526.250000 Penalty: 3457.550049
	Iteration 10Q: 3 clusters Score -2201526 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -2202311.500000 Penalty: 3457.550049
	Iteration 11Q: 3 clusters Score -2202312 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -2202981.250000 Penalty: 3457.550049
	Iteration 12Q: 3 clusters Score -2202981 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -2203436.750000 Penalty: 3457.550049
	Iteration 13Q: 3 clusters Score -2203437 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -2203736.000000 Penalty: 3457.550049
	Iteration 14Q: 3 clusters Score -2203736 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -2203921.000000 Penalty: 3457.550049
	Iteration 15Q: 3 clusters Score -2203921 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -2204019.500000 Penalty: 3457.550049
	Iteration 16Q: 3 clusters Score -2204020 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -2204125.000000 Penalty: 3457.550049
	Iteration 17Q: 3 clusters Score -2204125 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -2204233.750000 Penalty: 3457.550049
	Iteration 18Q: 3 clusters Score -2204234 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -2204336.500000 Penalty: 3457.550049
	Iteration 19Q: 3 clusters Score -2204336 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -2204457.750000 Penalty: 3457.550049
	Iteration 20F: 3 clusters Score -2204458 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -2204581.500000 Penalty: 3457.550049
	Iteration 21Q: 3 clusters Score -2204582 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -2204690.750000 Penalty: 3457.550049
	Iteration 22Q: 3 clusters Score -2204691 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -2204763.000000 Penalty: 3457.550049
	Iteration 23Q: 3 clusters Score -2204763 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -2204816.000000 Penalty: 3457.550049
	Iteration 24Q: 3 clusters Score -2204816 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -2204860.750000 Penalty: 3457.550049
	Iteration 25Q: 3 clusters Score -2204861 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -2204919.750000 Penalty: 3457.550049
	Iteration 26Q: 3 clusters Score -2204920 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -2204968.500000 Penalty: 3457.550049
	Iteration 27Q: 3 clusters Score -2204968 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -2204990.750000 Penalty: 3457.550049
	Iteration 28Q: 3 clusters Score -2204991 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -2205015.250000 Penalty: 3457.550049
	Iteration 29Q: 3 clusters Score -2205015 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -2205038.500000 Penalty: 3457.550049
	Iteration 30Q: 3 clusters Score -2205038 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -2205056.000000 Penalty: 3457.550049
	Iteration 31Q: 3 clusters Score -2205056 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -2205083.750000 Penalty: 3457.550049
	Iteration 32Q: 3 clusters Score -2205084 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -2205100.500000 Penalty: 3457.550049
	Iteration 33Q: 3 clusters Score -2205100 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -2205124.000000 Penalty: 3457.550049
	Iteration 34Q: 3 clusters Score -2205124 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -2205153.750000 Penalty: 3457.550049
	Iteration 35Q: 3 clusters Score -2205154 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -2205175.250000 Penalty: 3457.550049
	Iteration 36Q: 3 clusters Score -2205175 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -2205213.250000 Penalty: 3457.550049
	Iteration 37Q: 3 clusters Score -2205213 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -2205248.000000 Penalty: 3457.550049
	Iteration 38Q: 3 clusters Score -2205248 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -2205280.000000 Penalty: 3457.550049
	Iteration 39Q: 3 clusters Score -2205280 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -2205316.500000 Penalty: 3457.550049
	Iteration 40F: 3 clusters Score -2205316 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -2205362.250000 Penalty: 3457.550049
	Iteration 41Q: 3 clusters Score -2205362 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -2205409.000000 Penalty: 3457.550049
	Iteration 42Q: 3 clusters Score -2205409 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -2205455.250000 Penalty: 3457.550049
	Iteration 43Q: 3 clusters Score -2205455 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -2205507.250000 Penalty: 3457.550049
	Iteration 44Q: 3 clusters Score -2205507 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -2205549.000000 Penalty: 3457.550049
	Iteration 45Q: 3 clusters Score -2205549 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -2205586.250000 Penalty: 3457.550049
	Iteration 46Q: 3 clusters Score -2205586 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -2205631.250000 Penalty: 3457.550049
	Iteration 47Q: 3 clusters Score -2205631 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -2205664.500000 Penalty: 3457.550049
	Iteration 48Q: 3 clusters Score -2205664 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -2205716.750000 Penalty: 3457.550049
	Iteration 49Q: 3 clusters Score -2205717 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -2205764.000000 Penalty: 3457.550049
	Iteration 50Q: 3 clusters Score -2205764 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -2205812.000000 Penalty: 3457.550049
	Iteration 51Q: 3 clusters Score -2205812 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -2205866.250000 Penalty: 3457.550049
	Iteration 52Q: 3 clusters Score -2205866 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -2205922.250000 Penalty: 3457.550049
	Iteration 53Q: 3 clusters Score -2205922 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -2205960.250000 Penalty: 3457.550049
	Iteration 54Q: 3 clusters Score -2205960 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -2206019.000000 Penalty: 3457.550049
	Iteration 55Q: 3 clusters Score -2206019 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -2206063.000000 Penalty: 3457.550049
	Iteration 56Q: 3 clusters Score -2206063 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -2206132.500000 Penalty: 3457.550049
	Iteration 57Q: 3 clusters Score -2206132 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2206163.750000 Penalty: 3457.550049
	Iteration 58Q: 3 clusters Score -2206164 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -2206205.250000 Penalty: 3457.550049
	Iteration 59Q: 3 clusters Score -2206205 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -2206247.000000 Penalty: 3457.550049
	Iteration 60F: 3 clusters Score -2206247 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2206292.500000 Penalty: 3457.550049
	Iteration 61Q: 3 clusters Score -2206292 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2206314.250000 Penalty: 3457.550049
	Iteration 62Q: 3 clusters Score -2206314 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2206334.250000 Penalty: 3457.550049
	Iteration 63Q: 3 clusters Score -2206334 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -2206364.750000 Penalty: 3457.550049
	Iteration 64Q: 3 clusters Score -2206365 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -2206388.000000 Penalty: 3457.550049
	Iteration 65Q: 3 clusters Score -2206388 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2206414.750000 Penalty: 3457.550049
	Iteration 66Q: 3 clusters Score -2206415 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2206444.500000 Penalty: 3457.550049
	Iteration 67Q: 3 clusters Score -2206444 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2206465.750000 Penalty: 3457.550049
	Iteration 68Q: 3 clusters Score -2206466 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -2206509.250000 Penalty: 3457.550049
	Iteration 69Q: 3 clusters Score -2206509 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2206540.250000 Penalty: 3457.550049
	Iteration 70Q: 3 clusters Score -2206540 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -2206565.500000 Penalty: 3457.550049
	Iteration 71Q: 3 clusters Score -2206566 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -2206598.250000 Penalty: 3457.550049
	Iteration 72Q: 3 clusters Score -2206598 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -2206632.500000 Penalty: 3457.550049
	Iteration 73Q: 3 clusters Score -2206632 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2206669.500000 Penalty: 3457.550049
	Iteration 74Q: 3 clusters Score -2206670 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -2206690.500000 Penalty: 3457.550049
	Iteration 75Q: 3 clusters Score -2206690 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -2206726.250000 Penalty: 3457.550049
	Iteration 76Q: 3 clusters Score -2206726 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2206757.750000 Penalty: 3457.550049
	Iteration 77Q: 3 clusters Score -2206758 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -2206777.250000 Penalty: 3457.550049
	Iteration 78Q: 3 clusters Score -2206777 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2206802.250000 Penalty: 3457.550049
	Iteration 79Q: 3 clusters Score -2206802 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -2206836.250000 Penalty: 3457.550049
	Iteration 80F: 3 clusters Score -2206836 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -2206860.750000 Penalty: 3457.550049
	Iteration 81Q: 3 clusters Score -2206861 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -2206875.500000 Penalty: 3457.550049
	Iteration 82Q: 3 clusters Score -2206876 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2206884.000000 Penalty: 3457.550049
	Iteration 83Q: 3 clusters Score -2206884 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -2206907.500000 Penalty: 3457.550049
	Iteration 84Q: 3 clusters Score -2206908 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2206937.250000 Penalty: 3457.550049
	Iteration 85Q: 3 clusters Score -2206937 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -2206950.500000 Penalty: 3457.550049
	Iteration 86Q: 3 clusters Score -2206950 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2206960.750000 Penalty: 3457.550049
	Iteration 87Q: 3 clusters Score -2206961 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -2206979.000000 Penalty: 3457.550049
	Iteration 88Q: 3 clusters Score -2206979 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2206988.500000 Penalty: 3457.550049
	Iteration 89Q: 3 clusters Score -2206988 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2207002.750000 Penalty: 3457.550049
	Iteration 90Q: 3 clusters Score -2207003 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2207020.250000 Penalty: 3457.550049
	Iteration 91Q: 3 clusters Score -2207020 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2207039.500000 Penalty: 3457.550049
	Iteration 92Q: 3 clusters Score -2207040 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -2207059.750000 Penalty: 3457.550049
	Iteration 93Q: 3 clusters Score -2207060 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2207069.500000 Penalty: 3457.550049
	Iteration 94Q: 3 clusters Score -2207070 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2207088.250000 Penalty: 3457.550049
	Iteration 95Q: 3 clusters Score -2207088 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2207099.750000 Penalty: 3457.550049
	Iteration 96Q: 3 clusters Score -2207100 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2207119.250000 Penalty: 3457.550049
	Iteration 97Q: 3 clusters Score -2207119 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2207125.250000 Penalty: 3457.550049
	Iteration 98Q: 3 clusters Score -2207125 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2207127.500000 Penalty: 3457.550049
	Iteration 99Q: 3 clusters Score -2207128 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2207132.000000 Penalty: 3457.550049
	Iteration 100F: 3 clusters Score -2207132 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2207142.750000 Penalty: 3457.550049
	Iteration 101Q: 3 clusters Score -2207143 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2207153.750000 Penalty: 3457.550049
	Iteration 102Q: 3 clusters Score -2207154 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2207160.000000 Penalty: 3457.550049
	Iteration 103Q: 3 clusters Score -2207160 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2207155.000000 Penalty: 3457.550049
	Iteration 104Q: 3 clusters Score -2207155 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2207167.500000 Penalty: 3457.550049
	Iteration 105Q: 3 clusters Score -2207168 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2207183.250000 Penalty: 3457.550049
	Iteration 106Q: 3 clusters Score -2207183 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -2207189.000000 Penalty: 3457.550049
	Iteration 107Q: 3 clusters Score -2207189 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2207195.250000 Penalty: 3457.550049
	Iteration 108Q: 3 clusters Score -2207195 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -2207194.750000 Penalty: 3457.550049
	Iteration 109Q: 3 clusters Score -2207195 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2207205.750000 Penalty: 3457.550049
	Iteration 110Q: 3 clusters Score -2207206 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2207208.750000 Penalty: 3457.550049
	Iteration 111Q: 3 clusters Score -2207209 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2207212.500000 Penalty: 3457.550049
	Iteration 112Q: 3 clusters Score -2207212 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2207225.250000 Penalty: 3457.550049
	Iteration 113Q: 3 clusters Score -2207225 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2207232.500000 Penalty: 3457.550049
	Iteration 114Q: 3 clusters Score -2207232 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -2207234.750000 Penalty: 3457.550049
	Iteration 115Q: 3 clusters Score -2207235 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2207239.750000 Penalty: 3457.550049
	Iteration 116Q: 3 clusters Score -2207240 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2207250.500000 Penalty: 3457.550049
	Iteration 117Q: 3 clusters Score -2207250 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2207261.250000 Penalty: 3457.550049
	Iteration 118Q: 3 clusters Score -2207261 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2207270.000000 Penalty: 3457.550049
	Iteration 119Q: 3 clusters Score -2207270 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2207274.500000 Penalty: 3457.550049
	Iteration 120F: 3 clusters Score -2207274 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -2207272.000000 Penalty: 3457.550049
	Iteration 121Q: 3 clusters Score -2207272 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -2207278.750000 Penalty: 3457.550049
	Iteration 122Q: 3 clusters Score -2207279 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2207285.000000 Penalty: 3457.550049
	Iteration 123Q: 3 clusters Score -2207285 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2207299.250000 Penalty: 3457.550049
	Iteration 124Q: 3 clusters Score -2207299 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2207304.750000 Penalty: 3457.550049
	Iteration 125Q: 3 clusters Score -2207305 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -2207305.750000 Penalty: 3457.550049
	Iteration 126Q: 3 clusters Score -2207306 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33741 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -2207312.250000 Penalty: 3457.550049
	Iteration 127Q: 3 clusters Score -2207312 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33806 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -2207324.750000 Penalty: 3457.550049
	Iteration 128Q: 3 clusters Score -2207325 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2207329.250000 Penalty: 3457.550049
	Iteration 129Q: 3 clusters Score -2207329 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2207326.250000 Penalty: 3457.550049
	Iteration 130Q: 3 clusters Score -2207326 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -2207327.000000 Penalty: 3457.550049
	Iteration 131Q: 3 clusters Score -2207327 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2207328.750000 Penalty: 3457.550049
	Iteration 132Q: 3 clusters Score -2207329 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -2207332.000000 Penalty: 3457.550049
	Iteration 133Q: 3 clusters Score -2207332 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2207341.250000 Penalty: 3457.550049
	Iteration 134Q: 3 clusters Score -2207341 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -2207344.000000 Penalty: 3457.550049
	Iteration 135Q: 3 clusters Score -2207344 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -2207355.500000 Penalty: 3457.550049
	Iteration 136Q: 3 clusters Score -2207356 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -2207350.750000 Penalty: 3457.550049
	Iteration 137Q: 3 clusters Score -2207351 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -2207349.750000 Penalty: 3457.550049
	Iteration 138Q: 3 clusters Score -2207350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -2207357.500000 Penalty: 3457.550049
	Iteration 139Q: 3 clusters Score -2207358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -2207354.750000 Penalty: 3457.550049
	Iteration 140F: 3 clusters Score -2207355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2207352.750000 Penalty: 3457.550049
	Iteration 141Q: 3 clusters Score -2207353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2207351.250000 Penalty: 3457.550049
	Iteration 142Q: 3 clusters Score -2207351 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2207353.750000 Penalty: 3457.550049
	Iteration 143Q: 3 clusters Score -2207354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2207353.000000 Penalty: 3457.550049
	Iteration 144Q: 3 clusters Score -2207353 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -2207356.500000 Penalty: 3457.550049
	Iteration 145Q: 3 clusters Score -2207356 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -2207361.000000 Penalty: 3457.550049
	Iteration 146Q: 3 clusters Score -2207361 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -2207365.000000 Penalty: 3457.550049
	Iteration 147Q: 3 clusters Score -2207365 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2207368.500000 Penalty: 3457.550049
	Iteration 148Q: 3 clusters Score -2207368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2207360.750000 Penalty: 3457.550049
	Iteration 149Q: 3 clusters Score -2207361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2207362.250000 Penalty: 3457.550049
	Iteration 150Q: 3 clusters Score -2207362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2207364.750000 Penalty: 3457.550049
	Iteration 151Q: 3 clusters Score -2207365 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2207365.750000 Penalty: 3457.550049
	Iteration 152Q: 3 clusters Score -2207366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2207362.500000 Penalty: 3457.550049
	Iteration 153Q: 3 clusters Score -2207362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2207364.750000 Penalty: 3457.550049
	Iteration 154Q: 3 clusters Score -2207365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -2207367.000000 Penalty: 3457.550049
	Iteration 155Q: 3 clusters Score -2207367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -2207366.250000 Penalty: 3457.550049
	Iteration 156Q: 3 clusters Score -2207366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -2207368.250000 Penalty: 3457.550049
	Iteration 157Q: 3 clusters Score -2207368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -2207368.750000 Penalty: 3457.550049
	Iteration 158Q: 3 clusters Score -2207369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2207376.750000 Penalty: 3457.550049
	Iteration 159Q: 3 clusters Score -2207377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -2207378.000000 Penalty: 3457.550049
	Iteration 160F: 3 clusters Score -2207378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -2207377.250000 Penalty: 3457.550049
	Iteration 161Q: 3 clusters Score -2207377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -2207377.250000 Penalty: 3457.550049
	Iteration 162Q: 3 clusters Score -2207377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -2207377.750000 Penalty: 3457.550049
	Iteration 163Q: 3 clusters Score -2207378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2207376.000000 Penalty: 3457.550049
	Iteration 164Q: 3 clusters Score -2207376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2207374.750000 Penalty: 3457.550049
	Iteration 165Q: 3 clusters Score -2207375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -2207375.500000 Penalty: 3457.550049
	Iteration 166Q: 3 clusters Score -2207376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -2207375.500000 Penalty: 3457.550049
	Iteration 167Q: 3 clusters Score -2207376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -2207377.000000 Penalty: 3457.550049
	Iteration 168Q: 3 clusters Score -2207377 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34604 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2207376 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34604 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
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	Iteration 170F: 3 clusters Score -2207376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (152888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 152888 members 
Entering Unmasked Estep 
Score: -8099608.500000 Penalty: 1939.837402
	Iteration 0F: 2 clusters Score -8099608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76655 members 
Mstep: Class 2 contains 76233 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -7996924 nChanged 73739
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81206 members 
Mstep: Class 2 contains 71682 members 
Entering Unmasked Estep 
Score: -8040032.500000 Penalty: 3879.674805
	Iteration 1F: 3 clusters Score -8040032 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84759 members 
Mstep: Class 2 contains 68129 members 
Entering Unmasked Estep 
Score: -8041587.500000 Penalty: 3879.674805
	Iteration 2Q: 3 clusters Score -8041588 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90357 members 
Mstep: Class 2 contains 62531 members 
Entering Unmasked Estep 
Score: -8044183.000000 Penalty: 3879.674805
	Iteration 3Q: 3 clusters Score -8044183 nChanged 8977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98684 members 
Mstep: Class 2 contains 54204 members 
Entering Unmasked Estep 
Score: -8048970.000000 Penalty: 3879.674805
	Iteration 4F: 3 clusters Score -8048970 nChanged 11759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110067 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -8057336.500000 Penalty: 3879.674805
	Iteration 5F: 3 clusters Score -8057336 nChanged 13976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123867 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -8069615.000000 Penalty: 3879.674805
	Iteration 6F: 3 clusters Score -8069615 nChanged 13263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137046 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -8082846.500000 Penalty: 3879.674805
	Iteration 7F: 3 clusters Score -8082846 nChanged 8966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145982 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -8091823.000000 Penalty: 3879.674805
	Iteration 8F: 3 clusters Score -8091823 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150164 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -8095664.000000 Penalty: 3879.674805
	Iteration 9Q: 3 clusters Score -8095664 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151775 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -8097046.000000 Penalty: 3879.674805
	Iteration 10Q: 3 clusters Score -8097046 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152340 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8097497.500000 Penalty: 3879.674805
	Iteration 11Q: 3 clusters Score -8097498 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152537 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8097682.500000 Penalty: 3879.674805
	Iteration 12Q: 3 clusters Score -8097682 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152608 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8097767.500000 Penalty: 3879.674805
	Iteration 13Q: 3 clusters Score -8097768 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152640 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -8097832.000000 Penalty: 3879.674805
	Iteration 14Q: 3 clusters Score -8097832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152650 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -8097863.000000 Penalty: 3879.674805
	Iteration 15Q: 3 clusters Score -8097863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152661 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -8097894.500000 Penalty: 3879.674805
	Iteration 16Q: 3 clusters Score -8097894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152664 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -8097918.500000 Penalty: 3879.674805
	Iteration 17Q: 3 clusters Score -8097918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152667 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -8097931.500000 Penalty: 3879.674805
	Iteration 18Q: 3 clusters Score -8097932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152672 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -8097941.000000 Penalty: 3879.674805
	Iteration 19Q: 3 clusters Score -8097941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152674 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8097948.500000 Penalty: 3879.674805
	Iteration 20F: 3 clusters Score -8097948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152674 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8097955.000000 Penalty: 3879.674805
	Iteration 21Q: 3 clusters Score -8097955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152674 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8097956.000000 Penalty: 3879.674805
	Iteration 22Q: 3 clusters Score -8097956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152673 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8097958.000000 Penalty: 3879.674805
	Iteration 23Q: 3 clusters Score -8097958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152673 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8097961.500000 Penalty: 3879.674805
	Iteration 24Q: 3 clusters Score -8097962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152674 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8097963.000000 Penalty: 3879.674805
	Iteration 25Q: 3 clusters Score -8097963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152676 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8097961.000000 Penalty: 3879.674805
	Iteration 26Q: 3 clusters Score -8097961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152678 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8097965.000000 Penalty: 3879.674805
	Iteration 27Q: 3 clusters Score -8097965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152679 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8097966.500000 Penalty: 3879.674805
	Iteration 28Q: 3 clusters Score -8097966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152678 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8097972.500000 Penalty: 3879.674805
	Iteration 29Q: 3 clusters Score -8097972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152677 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -8097969.500000 Penalty: 3879.674805
	Iteration 30Q: 3 clusters Score -8097970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152677 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -8097969.500000 Penalty: 3879.674805
	Iteration 31F: 3 clusters Score -8097970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Entering Unmasked Estep 
Score: -519190.687500 Penalty: 1499.163818
	Iteration 0F: 2 clusters Score -519190.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -511975.156250 Penalty: 2998.327637
	Iteration 0F: 3 clusters Score -511975.2 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -514360.093750 Penalty: 2998.327637
	Iteration 1F: 3 clusters Score -514360.1 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -514619.750000 Penalty: 2998.327637
	Iteration 2F: 3 clusters Score -514619.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -514836.093750 Penalty: 2998.327637
	Iteration 3Q: 3 clusters Score -514836.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -515029.093750 Penalty: 2998.327637
	Iteration 4Q: 3 clusters Score -515029.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -515211.093750 Penalty: 2998.327637
	Iteration 5Q: 3 clusters Score -515211.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -515379.687500 Penalty: 2998.327637
	Iteration 6Q: 3 clusters Score -515379.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -515532.093750 Penalty: 2998.327637
	Iteration 7Q: 3 clusters Score -515532.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -515692.781250 Penalty: 2998.327637
	Iteration 8Q: 3 clusters Score -515692.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -515845.531250 Penalty: 2998.327637
	Iteration 9Q: 3 clusters Score -515845.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -515993.968750 Penalty: 2998.327637
	Iteration 10Q: 3 clusters Score -515994 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -516154.281250 Penalty: 2998.327637
	Iteration 11Q: 3 clusters Score -516154.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -516306.968750 Penalty: 2998.327637
	Iteration 12Q: 3 clusters Score -516307 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -516438.531250 Penalty: 2998.327637
	Iteration 13Q: 3 clusters Score -516438.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -516563.281250 Penalty: 2998.327637
	Iteration 14Q: 3 clusters Score -516563.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -516668.531250 Penalty: 2998.327637
	Iteration 15Q: 3 clusters Score -516668.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -516764.406250 Penalty: 2998.327637
	Iteration 16Q: 3 clusters Score -516764.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -516860.312500 Penalty: 2998.327637
	Iteration 17Q: 3 clusters Score -516860.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -516936.750000 Penalty: 2998.327637
	Iteration 18Q: 3 clusters Score -516936.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -517018.312500 Penalty: 2998.327637
	Iteration 19Q: 3 clusters Score -517018.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -517110.687500 Penalty: 2998.327637
	Iteration 20F: 3 clusters Score -517110.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -517204.218750 Penalty: 2998.327637
	Iteration 21Q: 3 clusters Score -517204.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -517321.281250 Penalty: 2998.327637
	Iteration 22Q: 3 clusters Score -517321.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -517417.062500 Penalty: 2998.327637
	Iteration 23Q: 3 clusters Score -517417.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -517488.687500 Penalty: 2998.327637
	Iteration 24Q: 3 clusters Score -517488.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -517550.312500 Penalty: 2998.327637
	Iteration 25Q: 3 clusters Score -517550.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -517631.281250 Penalty: 2998.327637
	Iteration 26Q: 3 clusters Score -517631.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -517699.781250 Penalty: 2998.327637
	Iteration 27Q: 3 clusters Score -517699.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -517754.593750 Penalty: 2998.327637
	Iteration 28Q: 3 clusters Score -517754.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -517801.843750 Penalty: 2998.327637
	Iteration 29Q: 3 clusters Score -517801.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -517845.562500 Penalty: 2998.327637
	Iteration 30Q: 3 clusters Score -517845.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -517883.250000 Penalty: 2998.327637
	Iteration 31Q: 3 clusters Score -517883.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -517908.343750 Penalty: 2998.327637
	Iteration 32Q: 3 clusters Score -517908.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -517933.875000 Penalty: 2998.327637
	Iteration 33Q: 3 clusters Score -517933.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -517965.593750 Penalty: 2998.327637
	Iteration 34Q: 3 clusters Score -517965.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -517993.031250 Penalty: 2998.327637
	Iteration 35Q: 3 clusters Score -517993 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -518012.593750 Penalty: 2998.327637
	Iteration 36Q: 3 clusters Score -518012.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -518024.406250 Penalty: 2998.327637
	Iteration 37Q: 3 clusters Score -518024.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -518035.625000 Penalty: 2998.327637
	Iteration 38Q: 3 clusters Score -518035.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -518042.406250 Penalty: 2998.327637
	Iteration 39Q: 3 clusters Score -518042.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -518049.343750 Penalty: 2998.327637
	Iteration 40F: 3 clusters Score -518049.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -518063.468750 Penalty: 2998.327637
	Iteration 41Q: 3 clusters Score -518063.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -518070.468750 Penalty: 2998.327637
	Iteration 42Q: 3 clusters Score -518070.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -518073.656250 Penalty: 2998.327637
	Iteration 43Q: 3 clusters Score -518073.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -518075.593750 Penalty: 2998.327637
	Iteration 44Q: 3 clusters Score -518075.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -518078.531250 Penalty: 2998.327637
	Iteration 45Q: 3 clusters Score -518078.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -518079.468750 Penalty: 2998.327637
	Iteration 46Q: 3 clusters Score -518079.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -518079.468750 Penalty: 2998.327637
	Iteration 47F: 3 clusters Score -518079.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Entering Unmasked Estep 
Score: -2135783.500000 Penalty: 1730.561035
	Iteration 0F: 2 clusters Score -2135784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -2107511.000000 Penalty: 3461.122070
	Iteration 0F: 3 clusters Score -2107511 nChanged 19804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -2118646.750000 Penalty: 3461.122070
	Iteration 1F: 3 clusters Score -2118647 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -2119302.000000 Penalty: 3461.122070
	Iteration 2Q: 3 clusters Score -2119302 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -2120342.000000 Penalty: 3461.122070
	Iteration 3F: 3 clusters Score -2120342 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -2122018.750000 Penalty: 3461.122070
	Iteration 4F: 3 clusters Score -2122019 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -2124527.500000 Penalty: 3461.122070
	Iteration 5F: 3 clusters Score -2124528 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2127516.250000 Penalty: 3461.122070
	Iteration 6F: 3 clusters Score -2127516 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -2130099.000000 Penalty: 3461.122070
	Iteration 7F: 3 clusters Score -2130099 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2131947.000000 Penalty: 3461.122070
	Iteration 8Q: 3 clusters Score -2131947 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2133223.500000 Penalty: 3461.122070
	Iteration 9Q: 3 clusters Score -2133224 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2133924.000000 Penalty: 3461.122070
	Iteration 10Q: 3 clusters Score -2133924 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2134246.000000 Penalty: 3461.122070
	Iteration 11Q: 3 clusters Score -2134246 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2134433.500000 Penalty: 3461.122070
	Iteration 12Q: 3 clusters Score -2134434 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2134566.750000 Penalty: 3461.122070
	Iteration 13Q: 3 clusters Score -2134567 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2134636.000000 Penalty: 3461.122070
	Iteration 14Q: 3 clusters Score -2134636 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2134688.000000 Penalty: 3461.122070
	Iteration 15Q: 3 clusters Score -2134688 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2134740.500000 Penalty: 3461.122070
	Iteration 16Q: 3 clusters Score -2134740 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2134772.500000 Penalty: 3461.122070
	Iteration 17Q: 3 clusters Score -2134772 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2134785.500000 Penalty: 3461.122070
	Iteration 18Q: 3 clusters Score -2134786 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2134799.250000 Penalty: 3461.122070
	Iteration 19Q: 3 clusters Score -2134799 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2134807.750000 Penalty: 3461.122070
	Iteration 20F: 3 clusters Score -2134808 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2134815.250000 Penalty: 3461.122070
	Iteration 21Q: 3 clusters Score -2134815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2134821.750000 Penalty: 3461.122070
	Iteration 22Q: 3 clusters Score -2134822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2134824.250000 Penalty: 3461.122070
	Iteration 23Q: 3 clusters Score -2134824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2134831.000000 Penalty: 3461.122070
	Iteration 24Q: 3 clusters Score -2134831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40875 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2134829.750000 Penalty: 3461.122070
	Iteration 25Q: 3 clusters Score -2134830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2134828.500000 Penalty: 3461.122070
	Iteration 26Q: 3 clusters Score -2134828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2134829.750000 Penalty: 3461.122070
	Iteration 27Q: 3 clusters Score -2134830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40890 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2134832.250000 Penalty: 3461.122070
	Iteration 28Q: 3 clusters Score -2134832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2134832.750000 Penalty: 3461.122070
	Iteration 29Q: 3 clusters Score -2134833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2134834.000000 Penalty: 3461.122070
	Iteration 30Q: 3 clusters Score -2134834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2134833.250000 Penalty: 3461.122070
	Iteration 31Q: 3 clusters Score -2134833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2134833.250000 Penalty: 3461.122070
	Iteration 32F: 3 clusters Score -2134833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (52407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52407 members 
Entering Unmasked Estep 
Score: -2693070.250000 Penalty: 1765.854248
	Iteration 0F: 2 clusters Score -2693070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -2657956.500000 Penalty: 3531.708496
	Iteration 0F: 3 clusters Score -2657956 nChanged 24539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -2671909.500000 Penalty: 3531.708496
	Iteration 1F: 3 clusters Score -2671910 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -2672689.000000 Penalty: 3531.708496
	Iteration 2Q: 3 clusters Score -2672689 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -2673811.000000 Penalty: 3531.708496
	Iteration 3Q: 3 clusters Score -2673811 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -2675552.750000 Penalty: 3531.708496
	Iteration 4F: 3 clusters Score -2675553 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2678358.500000 Penalty: 3531.708496
	Iteration 5F: 3 clusters Score -2678358 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42602 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2682157.000000 Penalty: 3531.708496
	Iteration 6F: 3 clusters Score -2682157 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46839 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -2686240.000000 Penalty: 3531.708496
	Iteration 7F: 3 clusters Score -2686240 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49894 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2689250.000000 Penalty: 3531.708496
	Iteration 8F: 3 clusters Score -2689250 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51401 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2690648.000000 Penalty: 3531.708496
	Iteration 9Q: 3 clusters Score -2690648 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51968 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2691193.250000 Penalty: 3531.708496
	Iteration 10Q: 3 clusters Score -2691193 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52145 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2691395.250000 Penalty: 3531.708496
	Iteration 11Q: 3 clusters Score -2691395 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52192 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2691460.500000 Penalty: 3531.708496
	Iteration 12Q: 3 clusters Score -2691460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52212 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2691498.000000 Penalty: 3531.708496
	Iteration 13Q: 3 clusters Score -2691498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52224 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -2691516.500000 Penalty: 3531.708496
	Iteration 14Q: 3 clusters Score -2691516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52233 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2691538.250000 Penalty: 3531.708496
	Iteration 15Q: 3 clusters Score -2691538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52238 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -2691545.250000 Penalty: 3531.708496
	Iteration 16Q: 3 clusters Score -2691545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2691543.250000 Penalty: 3531.708496
	Iteration 17Q: 3 clusters Score -2691543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2691543.250000 Penalty: 3531.708496
	Iteration 18F: 3 clusters Score -2691543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (190180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190180 members 
Entering Unmasked Estep 
Score: -9581088.000000 Penalty: 1975.305542
	Iteration 0F: 2 clusters Score -9581088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95174 members 
Mstep: Class 2 contains 95006 members 
Entering Unmasked Estep 
Score: -9453233.000000 Penalty: 3950.611084
	Iteration 0F: 3 clusters Score -9453233 nChanged 92223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97445 members 
Mstep: Class 2 contains 92735 members 
Entering Unmasked Estep 
Score: -9507120.000000 Penalty: 3950.611084
	Iteration 1F: 3 clusters Score -9507120 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98231 members 
Mstep: Class 2 contains 91949 members 
Entering Unmasked Estep 
Score: -9508072.000000 Penalty: 3950.611084
	Iteration 2Q: 3 clusters Score -9508072 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99493 members 
Mstep: Class 2 contains 90687 members 
Entering Unmasked Estep 
Score: -9509099.000000 Penalty: 3950.611084
	Iteration 3Q: 3 clusters Score -9509099 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101492 members 
Mstep: Class 2 contains 88688 members 
Entering Unmasked Estep 
Score: -9510326.000000 Penalty: 3950.611084
	Iteration 4Q: 3 clusters Score -9510326 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104699 members 
Mstep: Class 2 contains 85481 members 
Entering Unmasked Estep 
Score: -9511978.000000 Penalty: 3950.611084
	Iteration 5Q: 3 clusters Score -9511978 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109547 members 
Mstep: Class 2 contains 80633 members 
Entering Unmasked Estep 
Score: -9514572.000000 Penalty: 3950.611084
	Iteration 6Q: 3 clusters Score -9514572 nChanged 8797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116686 members 
Mstep: Class 2 contains 73494 members 
Entering Unmasked Estep 
Score: -9518997.000000 Penalty: 3950.611084
	Iteration 7Q: 3 clusters Score -9518997 nChanged 11025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126541 members 
Mstep: Class 2 contains 63639 members 
Entering Unmasked Estep 
Score: -9526068.000000 Penalty: 3950.611084
	Iteration 8F: 3 clusters Score -9526068 nChanged 12994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138663 members 
Mstep: Class 2 contains 51517 members 
Entering Unmasked Estep 
Score: -9536246.000000 Penalty: 3950.611084
	Iteration 9F: 3 clusters Score -9536246 nChanged 13090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151113 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -9547346.000000 Penalty: 3950.611084
	Iteration 10F: 3 clusters Score -9547346 nChanged 10964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161651 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -9556565.000000 Penalty: 3950.611084
	Iteration 11F: 3 clusters Score -9556565 nChanged 8301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169730 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -9563402.000000 Penalty: 3950.611084
	Iteration 12Q: 3 clusters Score -9563402 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175869 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -9568228.000000 Penalty: 3950.611084
	Iteration 13Q: 3 clusters Score -9568228 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180538 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -9571907.000000 Penalty: 3950.611084
	Iteration 14Q: 3 clusters Score -9571907 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184124 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -9574797.000000 Penalty: 3950.611084
	Iteration 15Q: 3 clusters Score -9574797 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186626 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -9576719.000000 Penalty: 3950.611084
	Iteration 16Q: 3 clusters Score -9576719 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188202 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -9577986.000000 Penalty: 3950.611084
	Iteration 17Q: 3 clusters Score -9577986 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189090 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -9578693.000000 Penalty: 3950.611084
	Iteration 18Q: 3 clusters Score -9578693 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189482 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -9578970.000000 Penalty: 3950.611084
	Iteration 19Q: 3 clusters Score -9578970 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189671 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -9579135.000000 Penalty: 3950.611084
	Iteration 20F: 3 clusters Score -9579135 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189757 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -9579181.000000 Penalty: 3950.611084
	Iteration 21Q: 3 clusters Score -9579181 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189809 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9579212.000000 Penalty: 3950.611084
	Iteration 22Q: 3 clusters Score -9579212 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189842 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -9579235.000000 Penalty: 3950.611084
	Iteration 23Q: 3 clusters Score -9579235 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189871 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9579281.000000 Penalty: 3950.611084
	Iteration 24Q: 3 clusters Score -9579281 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189888 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -9579305.000000 Penalty: 3950.611084
	Iteration 25Q: 3 clusters Score -9579305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189896 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9579315.000000 Penalty: 3950.611084
	Iteration 26Q: 3 clusters Score -9579315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189908 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -9579329.000000 Penalty: 3950.611084
	Iteration 27Q: 3 clusters Score -9579329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189917 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -9579345.000000 Penalty: 3950.611084
	Iteration 28Q: 3 clusters Score -9579345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189921 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -9579346.000000 Penalty: 3950.611084
	Iteration 29Q: 3 clusters Score -9579346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189923 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9579350.000000 Penalty: 3950.611084
	Iteration 30Q: 3 clusters Score -9579350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189926 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9579355.000000 Penalty: 3950.611084
	Iteration 31Q: 3 clusters Score -9579355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189929 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -9579363.000000 Penalty: 3950.611084
	Iteration 32Q: 3 clusters Score -9579363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189933 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9579372.000000 Penalty: 3950.611084
	Iteration 33Q: 3 clusters Score -9579372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189933 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9579372.000000 Penalty: 3950.611084
	Iteration 34F: 3 clusters Score -9579372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Entering Unmasked Estep 
Score: -236456.796875 Penalty: 1361.488525
	Iteration 0F: 2 clusters Score -236456.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -232910.875000 Penalty: 2722.977051
	Iteration 0F: 3 clusters Score -232910.9 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -233799.656250 Penalty: 2722.977051
	Iteration 1F: 3 clusters Score -233799.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -233914.609375 Penalty: 2722.977051
	Iteration 2F: 3 clusters Score -233914.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -234005.562500 Penalty: 2722.977051
	Iteration 3Q: 3 clusters Score -234005.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -234084.812500 Penalty: 2722.977051
	Iteration 4Q: 3 clusters Score -234084.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -234145.562500 Penalty: 2722.977051
	Iteration 5Q: 3 clusters Score -234145.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -234192.109375 Penalty: 2722.977051
	Iteration 6Q: 3 clusters Score -234192.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -234229.468750 Penalty: 2722.977051
	Iteration 7Q: 3 clusters Score -234229.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -234260.937500 Penalty: 2722.977051
	Iteration 8Q: 3 clusters Score -234260.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -234297.578125 Penalty: 2722.977051
	Iteration 9Q: 3 clusters Score -234297.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -234348.656250 Penalty: 2722.977051
	Iteration 10Q: 3 clusters Score -234348.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -234411.562500 Penalty: 2722.977051
	Iteration 11Q: 3 clusters Score -234411.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -234485.000000 Penalty: 2722.977051
	Iteration 12Q: 3 clusters Score -234485 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -234562.234375 Penalty: 2722.977051
	Iteration 13Q: 3 clusters Score -234562.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -234637.203125 Penalty: 2722.977051
	Iteration 14Q: 3 clusters Score -234637.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -234719.468750 Penalty: 2722.977051
	Iteration 15Q: 3 clusters Score -234719.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -234808.421875 Penalty: 2722.977051
	Iteration 16Q: 3 clusters Score -234808.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -234892.093750 Penalty: 2722.977051
	Iteration 17Q: 3 clusters Score -234892.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -234979.906250 Penalty: 2722.977051
	Iteration 18Q: 3 clusters Score -234979.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -235041.078125 Penalty: 2722.977051
	Iteration 19Q: 3 clusters Score -235041.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -235092.640625 Penalty: 2722.977051
	Iteration 20F: 3 clusters Score -235092.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -235133.093750 Penalty: 2722.977051
	Iteration 21Q: 3 clusters Score -235133.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -235152.593750 Penalty: 2722.977051
	Iteration 22Q: 3 clusters Score -235152.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -235175.656250 Penalty: 2722.977051
	Iteration 23Q: 3 clusters Score -235175.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -235184.562500 Penalty: 2722.977051
	Iteration 24Q: 3 clusters Score -235184.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -235192.046875 Penalty: 2722.977051
	Iteration 25Q: 3 clusters Score -235192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -235197.531250 Penalty: 2722.977051
	Iteration 26Q: 3 clusters Score -235197.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -235199.343750 Penalty: 2722.977051
	Iteration 27Q: 3 clusters Score -235199.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -235201.250000 Penalty: 2722.977051
	Iteration 28Q: 3 clusters Score -235201.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -235203.406250 Penalty: 2722.977051
	Iteration 29Q: 3 clusters Score -235203.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -235204.937500 Penalty: 2722.977051
	Iteration 30Q: 3 clusters Score -235204.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -235206.562500 Penalty: 2722.977051
	Iteration 31Q: 3 clusters Score -235206.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -235206.562500 Penalty: 2722.977051
	Iteration 32F: 3 clusters Score -235206.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Entering Unmasked Estep 
Score: -1086643.000000 Penalty: 1610.708374
	Iteration 0F: 2 clusters Score -1086643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1072957.000000 Penalty: 3221.416748
	Iteration 0F: 3 clusters Score -1072957 nChanged 9073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1077708.375000 Penalty: 3221.416748
	Iteration 1F: 3 clusters Score -1077708 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1077966.625000 Penalty: 3221.416748
	Iteration 2Q: 3 clusters Score -1077967 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1078197.250000 Penalty: 3221.416748
	Iteration 3Q: 3 clusters Score -1078197 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1078467.125000 Penalty: 3221.416748
	Iteration 4Q: 3 clusters Score -1078467 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1078827.750000 Penalty: 3221.416748
	Iteration 5Q: 3 clusters Score -1078828 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1079332.375000 Penalty: 3221.416748
	Iteration 6Q: 3 clusters Score -1079332 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1080090.125000 Penalty: 3221.416748
	Iteration 7F: 3 clusters Score -1080090 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1081139.500000 Penalty: 3221.416748
	Iteration 8F: 3 clusters Score -1081140 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1082350.500000 Penalty: 3221.416748
	Iteration 9F: 3 clusters Score -1082350 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1083404.625000 Penalty: 3221.416748
	Iteration 10F: 3 clusters Score -1083405 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1084173.875000 Penalty: 3221.416748
	Iteration 11Q: 3 clusters Score -1084174 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1084601.250000 Penalty: 3221.416748
	Iteration 12Q: 3 clusters Score -1084601 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1084840.250000 Penalty: 3221.416748
	Iteration 13Q: 3 clusters Score -1084840 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1084984.875000 Penalty: 3221.416748
	Iteration 14Q: 3 clusters Score -1084985 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1085072.500000 Penalty: 3221.416748
	Iteration 15Q: 3 clusters Score -1085072 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1085131.750000 Penalty: 3221.416748
	Iteration 16Q: 3 clusters Score -1085132 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1085177.375000 Penalty: 3221.416748
	Iteration 17Q: 3 clusters Score -1085177 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1085209.250000 Penalty: 3221.416748
	Iteration 18Q: 3 clusters Score -1085209 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1085231.750000 Penalty: 3221.416748
	Iteration 19Q: 3 clusters Score -1085232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1085246.000000 Penalty: 3221.416748
	Iteration 20F: 3 clusters Score -1085246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1085256.000000 Penalty: 3221.416748
	Iteration 21Q: 3 clusters Score -1085256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1085259.750000 Penalty: 3221.416748
	Iteration 22Q: 3 clusters Score -1085260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1085262.125000 Penalty: 3221.416748
	Iteration 23Q: 3 clusters Score -1085262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1085263.000000 Penalty: 3221.416748
	Iteration 24Q: 3 clusters Score -1085263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1085266.250000 Penalty: 3221.416748
	Iteration 25Q: 3 clusters Score -1085266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1085272.625000 Penalty: 3221.416748
	Iteration 26Q: 3 clusters Score -1085273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1085276.750000 Penalty: 3221.416748
	Iteration 27Q: 3 clusters Score -1085277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1085278.250000 Penalty: 3221.416748
	Iteration 28Q: 3 clusters Score -1085278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1085278.250000 Penalty: 3221.416748
	Iteration 29F: 3 clusters Score -1085278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Entering Unmasked Estep 
Score: -197467.234375 Penalty: 1367.031128
	Iteration 0F: 2 clusters Score -197467.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -193729.656250 Penalty: 2734.062256
	Iteration 0F: 3 clusters Score -193729.7 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -194779.015625 Penalty: 2734.062256
	Iteration 1F: 3 clusters Score -194779 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -195067.546875 Penalty: 2734.062256
	Iteration 2F: 3 clusters Score -195067.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -195352.078125 Penalty: 2734.062256
	Iteration 3F: 3 clusters Score -195352.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -195641.671875 Penalty: 2734.062256
	Iteration 4F: 3 clusters Score -195641.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -195910.062500 Penalty: 2734.062256
	Iteration 5F: 3 clusters Score -195910.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -196107.828125 Penalty: 2734.062256
	Iteration 6F: 3 clusters Score -196107.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -196226.281250 Penalty: 2734.062256
	Iteration 7Q: 3 clusters Score -196226.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -196306.171875 Penalty: 2734.062256
	Iteration 8Q: 3 clusters Score -196306.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -196352.125000 Penalty: 2734.062256
	Iteration 9Q: 3 clusters Score -196352.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -196378.234375 Penalty: 2734.062256
	Iteration 10Q: 3 clusters Score -196378.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -196400.515625 Penalty: 2734.062256
	Iteration 11Q: 3 clusters Score -196400.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -196414.125000 Penalty: 2734.062256
	Iteration 12Q: 3 clusters Score -196414.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -196425.515625 Penalty: 2734.062256
	Iteration 13Q: 3 clusters Score -196425.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -196439.515625 Penalty: 2734.062256
	Iteration 14Q: 3 clusters Score -196439.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -196456.531250 Penalty: 2734.062256
	Iteration 15Q: 3 clusters Score -196456.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -196473.890625 Penalty: 2734.062256
	Iteration 16Q: 3 clusters Score -196473.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -196484.890625 Penalty: 2734.062256
	Iteration 17Q: 3 clusters Score -196484.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -196492.812500 Penalty: 2734.062256
	Iteration 18Q: 3 clusters Score -196492.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -196501.734375 Penalty: 2734.062256
	Iteration 19Q: 3 clusters Score -196501.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -196514.328125 Penalty: 2734.062256
	Iteration 20F: 3 clusters Score -196514.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -196531.890625 Penalty: 2734.062256
	Iteration 21Q: 3 clusters Score -196531.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -196553.625000 Penalty: 2734.062256
	Iteration 22Q: 3 clusters Score -196553.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -196573.062500 Penalty: 2734.062256
	Iteration 23Q: 3 clusters Score -196573.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -196593.312500 Penalty: 2734.062256
	Iteration 24Q: 3 clusters Score -196593.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -196611.093750 Penalty: 2734.062256
	Iteration 25Q: 3 clusters Score -196611.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -196637.890625 Penalty: 2734.062256
	Iteration 26Q: 3 clusters Score -196637.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -196669.000000 Penalty: 2734.062256
	Iteration 27Q: 3 clusters Score -196669 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -196693.015625 Penalty: 2734.062256
	Iteration 28Q: 3 clusters Score -196693 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -196724.312500 Penalty: 2734.062256
	Iteration 29Q: 3 clusters Score -196724.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -196760.218750 Penalty: 2734.062256
	Iteration 30Q: 3 clusters Score -196760.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -196812.359375 Penalty: 2734.062256
	Iteration 31Q: 3 clusters Score -196812.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -196898.984375 Penalty: 2734.062256
	Iteration 32Q: 3 clusters Score -196899 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -197014.578125 Penalty: 2734.062256
	Iteration 33Q: 3 clusters Score -197014.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -197114.875000 Penalty: 2734.062256
	Iteration 34Q: 3 clusters Score -197114.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -197174.015625 Penalty: 2734.062256
	Iteration 35Q: 3 clusters Score -197174 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -197196.203125 Penalty: 2734.062256
	Iteration 36Q: 3 clusters Score -197196.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -197209.625000 Penalty: 2734.062256
	Iteration 37Q: 3 clusters Score -197209.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -197212.656250 Penalty: 2734.062256
	Iteration 38Q: 3 clusters Score -197212.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -197215.375000 Penalty: 2734.062256
	Iteration 39Q: 3 clusters Score -197215.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -197226.000000 Penalty: 2734.062256
	Iteration 40F: 3 clusters Score -197226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -197227.640625 Penalty: 2734.062256
	Iteration 41Q: 3 clusters Score -197227.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -197227.562500 Penalty: 2734.062256
	Iteration 42Q: 3 clusters Score -197227.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -197227.562500 Penalty: 2734.062256
	Iteration 43F: 3 clusters Score -197227.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Entering Unmasked Estep 
Score: -74695.304688 Penalty: 1203.689087
	Iteration 0F: 2 clusters Score -74695.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -72819.421875 Penalty: 2407.378174
	Iteration 0F: 3 clusters Score -72819.42 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -73168.171875 Penalty: 2407.378174
	Iteration 1F: 3 clusters Score -73168.17 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -73244.164062 Penalty: 2407.378174
	Iteration 2F: 3 clusters Score -73244.16 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -73287.289062 Penalty: 2407.378174
	Iteration 3Q: 3 clusters Score -73287.29 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -73309.421875 Penalty: 2407.378174
	Iteration 4Q: 3 clusters Score -73309.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -73319.062500 Penalty: 2407.378174
	Iteration 5Q: 3 clusters Score -73319.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -73332.515625 Penalty: 2407.378174
	Iteration 6Q: 3 clusters Score -73332.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -73344.007812 Penalty: 2407.378174
	Iteration 7Q: 3 clusters Score -73344.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -73352.609375 Penalty: 2407.378174
	Iteration 8Q: 3 clusters Score -73352.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -73363.453125 Penalty: 2407.378174
	Iteration 9Q: 3 clusters Score -73363.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -73373.492188 Penalty: 2407.378174
	Iteration 10Q: 3 clusters Score -73373.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -73383.984375 Penalty: 2407.378174
	Iteration 11Q: 3 clusters Score -73383.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -73388.625000 Penalty: 2407.378174
	Iteration 12Q: 3 clusters Score -73388.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -73391.445312 Penalty: 2407.378174
	Iteration 13Q: 3 clusters Score -73391.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -73397.945312 Penalty: 2407.378174
	Iteration 14Q: 3 clusters Score -73397.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -73410.921875 Penalty: 2407.378174
	Iteration 15Q: 3 clusters Score -73410.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -73420.976562 Penalty: 2407.378174
	Iteration 16Q: 3 clusters Score -73420.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -73441.851562 Penalty: 2407.378174
	Iteration 17Q: 3 clusters Score -73441.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -73464.445312 Penalty: 2407.378174
	Iteration 18Q: 3 clusters Score -73464.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -73483.304688 Penalty: 2407.378174
	Iteration 19Q: 3 clusters Score -73483.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -73509.687500 Penalty: 2407.378174
	Iteration 20F: 3 clusters Score -73509.69 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -73535.484375 Penalty: 2407.378174
	Iteration 21Q: 3 clusters Score -73535.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -73547.007812 Penalty: 2407.378174
	Iteration 22Q: 3 clusters Score -73547.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -73553.445312 Penalty: 2407.378174
	Iteration 23Q: 3 clusters Score -73553.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -73559.039062 Penalty: 2407.378174
	Iteration 24Q: 3 clusters Score -73559.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -73568.218750 Penalty: 2407.378174
	Iteration 25Q: 3 clusters Score -73568.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -73576.351562 Penalty: 2407.378174
	Iteration 26Q: 3 clusters Score -73576.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -73586.125000 Penalty: 2407.378174
	Iteration 27Q: 3 clusters Score -73586.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -73600.085938 Penalty: 2407.378174
	Iteration 28Q: 3 clusters Score -73600.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -73618.062500 Penalty: 2407.378174
	Iteration 29Q: 3 clusters Score -73618.06 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -73636.914062 Penalty: 2407.378174
	Iteration 30Q: 3 clusters Score -73636.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -73650.140625 Penalty: 2407.378174
	Iteration 31Q: 3 clusters Score -73650.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -73659.976562 Penalty: 2407.378174
	Iteration 32Q: 3 clusters Score -73659.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -73669.820312 Penalty: 2407.378174
	Iteration 33Q: 3 clusters Score -73669.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -73678.289062 Penalty: 2407.378174
	Iteration 34Q: 3 clusters Score -73678.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -73684.625000 Penalty: 2407.378174
	Iteration 35Q: 3 clusters Score -73684.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -73689.125000 Penalty: 2407.378174
	Iteration 36Q: 3 clusters Score -73689.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -73694.203125 Penalty: 2407.378174
	Iteration 37Q: 3 clusters Score -73694.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -73695.976562 Penalty: 2407.378174
	Iteration 38Q: 3 clusters Score -73695.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -73697.585938 Penalty: 2407.378174
	Iteration 39Q: 3 clusters Score -73697.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -73698.937500 Penalty: 2407.378174
	Iteration 40F: 3 clusters Score -73698.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -73699.382812 Penalty: 2407.378174
	Iteration 41Q: 3 clusters Score -73699.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -73700.414062 Penalty: 2407.378174
	Iteration 42Q: 3 clusters Score -73700.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -73700.820312 Penalty: 2407.378174
	Iteration 43Q: 3 clusters Score -73700.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -73702.171875 Penalty: 2407.378174
	Iteration 44Q: 3 clusters Score -73702.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -73702.906250 Penalty: 2407.378174
	Iteration 45Q: 3 clusters Score -73702.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -73702.906250 Penalty: 2407.378174
	Iteration 46F: 3 clusters Score -73702.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Entering Unmasked Estep 
Score: -520070.750000 Penalty: 1497.393677
	Iteration 0F: 2 clusters Score -520070.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -512881.187500 Penalty: 2994.787354
	Iteration 0F: 3 clusters Score -512881.2 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -515130.625000 Penalty: 2994.787354
	Iteration 1F: 3 clusters Score -515130.6 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -515333.843750 Penalty: 2994.787354
	Iteration 2F: 3 clusters Score -515333.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -515522.406250 Penalty: 2994.787354
	Iteration 3Q: 3 clusters Score -515522.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -515667.812500 Penalty: 2994.787354
	Iteration 4Q: 3 clusters Score -515667.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -515810.937500 Penalty: 2994.787354
	Iteration 5Q: 3 clusters Score -515810.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -515972.781250 Penalty: 2994.787354
	Iteration 6Q: 3 clusters Score -515972.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -516169.093750 Penalty: 2994.787354
	Iteration 7Q: 3 clusters Score -516169.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -516392.500000 Penalty: 2994.787354
	Iteration 8Q: 3 clusters Score -516392.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -516629.687500 Penalty: 2994.787354
	Iteration 9Q: 3 clusters Score -516629.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -516900.968750 Penalty: 2994.787354
	Iteration 10Q: 3 clusters Score -516901 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -517194.375000 Penalty: 2994.787354
	Iteration 11Q: 3 clusters Score -517194.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -517470.343750 Penalty: 2994.787354
	Iteration 12Q: 3 clusters Score -517470.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -517676.031250 Penalty: 2994.787354
	Iteration 13Q: 3 clusters Score -517676 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -517870.312500 Penalty: 2994.787354
	Iteration 14Q: 3 clusters Score -517870.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -518016.906250 Penalty: 2994.787354
	Iteration 15Q: 3 clusters Score -518016.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -518126.031250 Penalty: 2994.787354
	Iteration 16Q: 3 clusters Score -518126 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -518213.718750 Penalty: 2994.787354
	Iteration 17Q: 3 clusters Score -518213.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -518302.000000 Penalty: 2994.787354
	Iteration 18Q: 3 clusters Score -518302 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -518365.687500 Penalty: 2994.787354
	Iteration 19Q: 3 clusters Score -518365.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -518421.593750 Penalty: 2994.787354
	Iteration 20F: 3 clusters Score -518421.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -518469.687500 Penalty: 2994.787354
	Iteration 21Q: 3 clusters Score -518469.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -518505.812500 Penalty: 2994.787354
	Iteration 22Q: 3 clusters Score -518505.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -518540.843750 Penalty: 2994.787354
	Iteration 23Q: 3 clusters Score -518540.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -518567.687500 Penalty: 2994.787354
	Iteration 24Q: 3 clusters Score -518567.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -518596.875000 Penalty: 2994.787354
	Iteration 25Q: 3 clusters Score -518596.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -518619.625000 Penalty: 2994.787354
	Iteration 26Q: 3 clusters Score -518619.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -518642.406250 Penalty: 2994.787354
	Iteration 27Q: 3 clusters Score -518642.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -518658.437500 Penalty: 2994.787354
	Iteration 28Q: 3 clusters Score -518658.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -518671.437500 Penalty: 2994.787354
	Iteration 29Q: 3 clusters Score -518671.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -518677.468750 Penalty: 2994.787354
	Iteration 30Q: 3 clusters Score -518677.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -518691.218750 Penalty: 2994.787354
	Iteration 31Q: 3 clusters Score -518691.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -518703.250000 Penalty: 2994.787354
	Iteration 32Q: 3 clusters Score -518703.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -518712.937500 Penalty: 2994.787354
	Iteration 33Q: 3 clusters Score -518712.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -518723.187500 Penalty: 2994.787354
	Iteration 34Q: 3 clusters Score -518723.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -518729.875000 Penalty: 2994.787354
	Iteration 35Q: 3 clusters Score -518729.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -518735.218750 Penalty: 2994.787354
	Iteration 36Q: 3 clusters Score -518735.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -518742.125000 Penalty: 2994.787354
	Iteration 37Q: 3 clusters Score -518742.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -518745.843750 Penalty: 2994.787354
	Iteration 38Q: 3 clusters Score -518745.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -518750.906250 Penalty: 2994.787354
	Iteration 39Q: 3 clusters Score -518750.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -518755.031250 Penalty: 2994.787354
	Iteration 40F: 3 clusters Score -518755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -518755.906250 Penalty: 2994.787354
	Iteration 41Q: 3 clusters Score -518755.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -518757.031250 Penalty: 2994.787354
	Iteration 42Q: 3 clusters Score -518757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -518758.625000 Penalty: 2994.787354
	Iteration 43Q: 3 clusters Score -518758.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -518759.500000 Penalty: 2994.787354
	Iteration 44Q: 3 clusters Score -518759.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -518759.500000 Penalty: 2994.787354
	Iteration 45Q: 3 clusters Score -518759.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -518761.437500 Penalty: 2994.787354
	Iteration 46Q: 3 clusters Score -518761.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -518762.375000 Penalty: 2994.787354
	Iteration 47Q: 3 clusters Score -518762.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -518764.406250 Penalty: 2994.787354
	Iteration 48Q: 3 clusters Score -518764.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -518766.093750 Penalty: 2994.787354
	Iteration 49Q: 3 clusters Score -518766.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -518769.937500 Penalty: 2994.787354
	Iteration 50Q: 3 clusters Score -518769.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -518773.156250 Penalty: 2994.787354
	Iteration 51Q: 3 clusters Score -518773.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -518774.406250 Penalty: 2994.787354
	Iteration 52Q: 3 clusters Score -518774.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -518774.437500 Penalty: 2994.787354
	Iteration 53Q: 3 clusters Score -518774.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -518777.468750 Penalty: 2994.787354
	Iteration 54Q: 3 clusters Score -518777.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -518779.687500 Penalty: 2994.787354
	Iteration 55Q: 3 clusters Score -518779.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -518783.187500 Penalty: 2994.787354
	Iteration 56Q: 3 clusters Score -518783.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -518788.812500 Penalty: 2994.787354
	Iteration 57Q: 3 clusters Score -518788.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -518792.468750 Penalty: 2994.787354
	Iteration 58Q: 3 clusters Score -518792.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -518797.968750 Penalty: 2994.787354
	Iteration 59Q: 3 clusters Score -518798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -518800.656250 Penalty: 2994.787354
	Iteration 60F: 3 clusters Score -518800.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -518803.406250 Penalty: 2994.787354
	Iteration 61Q: 3 clusters Score -518803.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -518804.656250 Penalty: 2994.787354
	Iteration 62Q: 3 clusters Score -518804.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -518806.250000 Penalty: 2994.787354
	Iteration 63Q: 3 clusters Score -518806.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -518807.875000 Penalty: 2994.787354
	Iteration 64Q: 3 clusters Score -518807.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -518808.281250 Penalty: 2994.787354
	Iteration 65Q: 3 clusters Score -518808.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -518808.281250 Penalty: 2994.787354
	Iteration 66F: 3 clusters Score -518808.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 6056 members 
Mstep: Class 3 contains 39269 members 
Mstep: Class 5 contains 41715 members 
Mstep: Class 7 contains 152888 members 
Mstep: Class 9 contains 10154 members 
Mstep: Class 11 contains 42176 members 
Mstep: Class 12 contains 52407 members 
Mstep: Class 13 contains 190180 members 
Mstep: Class 15 contains 4352 members 
Mstep: Class 16 contains 20172 members 
Mstep: Class 17 contains 4503 members 
Mstep: Class 20 contains 1648 members 
Mstep: Class 21 contains 10044 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 15 clusters Score -2.908392e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 6012 members 
Mstep: Class 3 contains 39111 members 
Mstep: Class 5 contains 41821 members 
Mstep: Class 7 contains 152825 members 
Mstep: Class 9 contains 10143 members 
Mstep: Class 11 contains 42150 members 
Mstep: Class 12 contains 52286 members 
Mstep: Class 13 contains 190423 members 
Mstep: Class 15 contains 4220 members 
Mstep: Class 16 contains 20393 members 
Mstep: Class 17 contains 4497 members 
Mstep: Class 20 contains 1649 members 
Mstep: Class 21 contains 10030 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 15 clusters Score -2.90841e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 6055 members 
Mstep: Class 3 contains 38973 members 
Mstep: Class 5 contains 41921 members 
Mstep: Class 7 contains 152779 members 
Mstep: Class 9 contains 10137 members 
Mstep: Class 11 contains 42120 members 
Mstep: Class 12 contains 52167 members 
Mstep: Class 13 contains 190567 members 
Mstep: Class 15 contains 4077 members 
Mstep: Class 16 contains 20613 members 
Mstep: Class 17 contains 4487 members 
Mstep: Class 20 contains 1649 members 
Mstep: Class 21 contains 10013 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 15 clusters Score -2.908424e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 38838 members 
Mstep: Class 5 contains 42015 members 
Mstep: Class 7 contains 152714 members 
Mstep: Class 9 contains 10126 members 
Mstep: Class 11 contains 42093 members 
Mstep: Class 12 contains 52055 members 
Mstep: Class 13 contains 190722 members 
Mstep: Class 15 contains 3954 members 
Mstep: Class 16 contains 20798 members 
Mstep: Class 17 contains 4482 members 
Mstep: Class 20 contains 1650 members 
Mstep: Class 21 contains 10002 members 
Entering Unmasked Estep 
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Iteration 82Q: 15 clusters Score -2.908439e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 6153 members 
Mstep: Class 3 contains 38708 members 
Mstep: Class 5 contains 42105 members 
Mstep: Class 7 contains 152658 members 
Mstep: Class 9 contains 10115 members 
Mstep: Class 11 contains 42083 members 
Mstep: Class 12 contains 51949 members 
Mstep: Class 13 contains 190839 members 
Mstep: Class 15 contains 3812 members 
Mstep: Class 16 contains 21019 members 
Mstep: Class 17 contains 4478 members 
Mstep: Class 20 contains 1650 members 
Mstep: Class 21 contains 9985 members 
Entering Unmasked Estep 
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Iteration 83Q: 15 clusters Score -2.908449e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 6211 members 
Mstep: Class 3 contains 38583 members 
Mstep: Class 5 contains 42206 members 
Mstep: Class 7 contains 152568 members 
Mstep: Class 9 contains 10105 members 
Mstep: Class 11 contains 42074 members 
Mstep: Class 12 contains 51843 members 
Mstep: Class 13 contains 190948 members 
Mstep: Class 15 contains 3675 members 
Mstep: Class 16 contains 21246 members 
Mstep: Class 17 contains 4476 members 
Mstep: Class 20 contains 1650 members 
Mstep: Class 21 contains 9963 members 
Entering Unmasked Estep 
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Iteration 84Q: 15 clusters Score -2.908465e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 6286 members 
Mstep: Class 3 contains 38450 members 
Mstep: Class 5 contains 42300 members 
Mstep: Class 7 contains 152469 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 11 contains 42078 members 
Mstep: Class 12 contains 51753 members 
Mstep: Class 13 contains 191059 members 
Mstep: Class 15 contains 3542 members 
Mstep: Class 16 contains 21452 members 
Mstep: Class 17 contains 4466 members 
Mstep: Class 20 contains 1650 members 
Mstep: Class 21 contains 9943 members 
Entering Unmasked Estep 
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Iteration 85Q: 15 clusters Score -2.908483e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 6355 members 
Mstep: Class 3 contains 38337 members 
Mstep: Class 5 contains 42379 members 
Mstep: Class 7 contains 152379 members 
Mstep: Class 9 contains 10091 members 
Mstep: Class 11 contains 42079 members 
Mstep: Class 12 contains 51643 members 
Mstep: Class 13 contains 191188 members 
Mstep: Class 15 contains 3410 members 
Mstep: Class 16 contains 21644 members 
Mstep: Class 17 contains 4463 members 
Mstep: Class 20 contains 1650 members 
Mstep: Class 21 contains 9925 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 15 clusters Score -2.908494e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 6406 members 
Mstep: Class 3 contains 38238 members 
Mstep: Class 5 contains 42456 members 
Mstep: Class 7 contains 152303 members 
Mstep: Class 9 contains 10088 members 
Mstep: Class 11 contains 42075 members 
Mstep: Class 12 contains 51544 members 
Mstep: Class 13 contains 191292 members 
Mstep: Class 15 contains 3296 members 
Mstep: Class 16 contains 21821 members 
Mstep: Class 17 contains 4458 members 
Mstep: Class 20 contains 1651 members 
Mstep: Class 21 contains 9913 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 87Q: 15 clusters Score -2.9085e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 6464 members 
Mstep: Class 3 contains 38139 members 
Mstep: Class 5 contains 42546 members 
Mstep: Class 7 contains 152213 members 
Mstep: Class 9 contains 10086 members 
Mstep: Class 11 contains 42064 members 
Mstep: Class 12 contains 51434 members 
Mstep: Class 13 contains 191392 members 
Mstep: Class 15 contains 3196 members 
Mstep: Class 16 contains 21996 members 
Mstep: Class 17 contains 4450 members 
Mstep: Class 20 contains 1653 members 
Mstep: Class 21 contains 9907 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 88Q: 15 clusters Score -2.908507e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 6526 members 
Mstep: Class 3 contains 38056 members 
Mstep: Class 5 contains 42646 members 
Mstep: Class 7 contains 152103 members 
Mstep: Class 9 contains 10084 members 
Mstep: Class 11 contains 42045 members 
Mstep: Class 12 contains 51337 members 
Mstep: Class 13 contains 191478 members 
Mstep: Class 15 contains 3104 members 
Mstep: Class 16 contains 22158 members 
Mstep: Class 17 contains 4440 members 
Mstep: Class 20 contains 1656 members 
Mstep: Class 21 contains 9905 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 89Q: 15 clusters Score -2.908507e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 6573 members 
Mstep: Class 3 contains 37957 members 
Mstep: Class 5 contains 42734 members 
Mstep: Class 7 contains 151987 members 
Mstep: Class 9 contains 10081 members 
Mstep: Class 11 contains 42037 members 
Mstep: Class 12 contains 51228 members 
Mstep: Class 13 contains 191613 members 
Mstep: Class 15 contains 3025 members 
Mstep: Class 16 contains 22309 members 
Mstep: Class 17 contains 4432 members 
Mstep: Class 20 contains 1659 members 
Mstep: Class 21 contains 9904 members 
Entering Unmasked Estep 
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Score: -29085178.000000 Penalty: 30217.503906
Iteration 90Q: 15 clusters Score -2.908518e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 6631 members 
Mstep: Class 3 contains 37872 members 
Mstep: Class 5 contains 42818 members 
Mstep: Class 7 contains 151872 members 
Mstep: Class 9 contains 10081 members 
Mstep: Class 11 contains 42037 members 
Mstep: Class 12 contains 51109 members 
Mstep: Class 13 contains 191732 members 
Mstep: Class 15 contains 2954 members 
Mstep: Class 16 contains 22448 members 
Mstep: Class 17 contains 4422 members 
Mstep: Class 20 contains 1660 members 
Mstep: Class 21 contains 9900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085210.000000 Penalty: 30217.503906
Iteration 91Q: 15 clusters Score -2.908521e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 6677 members 
Mstep: Class 3 contains 37791 members 
Mstep: Class 5 contains 42886 members 
Mstep: Class 7 contains 151790 members 
Mstep: Class 9 contains 10082 members 
Mstep: Class 11 contains 42036 members 
Mstep: Class 12 contains 50978 members 
Mstep: Class 13 contains 191861 members 
Mstep: Class 15 contains 2900 members 
Mstep: Class 16 contains 22560 members 
Mstep: Class 17 contains 4414 members 
Mstep: Class 20 contains 1660 members 
Mstep: Class 21 contains 9898 members 
Entering Unmasked Estep 
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Score: -29085250.000000 Penalty: 30217.503906
Iteration 92Q: 15 clusters Score -2.908525e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 6729 members 
Mstep: Class 3 contains 37730 members 
Mstep: Class 5 contains 42940 members 
Mstep: Class 7 contains 151716 members 
Mstep: Class 9 contains 10082 members 
Mstep: Class 11 contains 42030 members 
Mstep: Class 12 contains 50849 members 
Mstep: Class 13 contains 191975 members 
Mstep: Class 15 contains 2849 members 
Mstep: Class 16 contains 22668 members 
Mstep: Class 17 contains 4414 members 
Mstep: Class 20 contains 1661 members 
Mstep: Class 21 contains 9889 members 
Entering Unmasked Estep 
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Iteration 93Q: 15 clusters Score -2.908534e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 6769 members 
Mstep: Class 3 contains 37673 members 
Mstep: Class 5 contains 43008 members 
Mstep: Class 7 contains 151635 members 
Mstep: Class 9 contains 10079 members 
Mstep: Class 11 contains 42027 members 
Mstep: Class 12 contains 50741 members 
Mstep: Class 13 contains 192091 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 22755 members 
Mstep: Class 17 contains 4412 members 
Mstep: Class 20 contains 1661 members 
Mstep: Class 21 contains 9877 members 
Entering Unmasked Estep 
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Iteration 94Q: 15 clusters Score -2.908526e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 6804 members 
Mstep: Class 3 contains 37626 members 
Mstep: Class 5 contains 43058 members 
Mstep: Class 7 contains 151552 members 
Mstep: Class 9 contains 10079 members 
Mstep: Class 11 contains 42019 members 
Mstep: Class 12 contains 50626 members 
Mstep: Class 13 contains 192225 members 
Mstep: Class 15 contains 2765 members 
Mstep: Class 16 contains 22843 members 
Mstep: Class 17 contains 4410 members 
Mstep: Class 20 contains 1661 members 
Mstep: Class 21 contains 9864 members 
Entering Unmasked Estep 
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Iteration 95Q: 15 clusters Score -2.908519e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 6836 members 
Mstep: Class 3 contains 37585 members 
Mstep: Class 5 contains 43101 members 
Mstep: Class 7 contains 151491 members 
Mstep: Class 9 contains 10078 members 
Mstep: Class 11 contains 42018 members 
Mstep: Class 12 contains 50508 members 
Mstep: Class 13 contains 192345 members 
Mstep: Class 15 contains 2737 members 
Mstep: Class 16 contains 22912 members 
Mstep: Class 17 contains 4406 members 
Mstep: Class 20 contains 1661 members 
Mstep: Class 21 contains 9850 members 
Entering Unmasked Estep 
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Iteration 96Q: 15 clusters Score -2.908526e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 6874 members 
Mstep: Class 3 contains 37549 members 
Mstep: Class 5 contains 43138 members 
Mstep: Class 7 contains 151440 members 
Mstep: Class 9 contains 10076 members 
Mstep: Class 11 contains 42015 members 
Mstep: Class 12 contains 50386 members 
Mstep: Class 13 contains 192458 members 
Mstep: Class 15 contains 2701 members 
Mstep: Class 16 contains 22983 members 
Mstep: Class 17 contains 4405 members 
Mstep: Class 20 contains 1661 members 
Mstep: Class 21 contains 9841 members 
Entering Unmasked Estep 
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Iteration 97Q: 15 clusters Score -2.908522e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 6908 members 
Mstep: Class 3 contains 37517 members 
Mstep: Class 5 contains 43179 members 
Mstep: Class 7 contains 151377 members 
Mstep: Class 9 contains 10073 members 
Mstep: Class 11 contains 42010 members 
Mstep: Class 12 contains 50285 members 
Mstep: Class 13 contains 192549 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 16 contains 23060 members 
Mstep: Class 17 contains 4406 members 
Mstep: Class 20 contains 1661 members 
Mstep: Class 21 contains 9833 members 
Entering Unmasked Estep 
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Iteration 98Q: 15 clusters Score -2.908523e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 6934 members 
Mstep: Class 3 contains 37486 members 
Mstep: Class 5 contains 43218 members 
Mstep: Class 7 contains 151325 members 
Mstep: Class 9 contains 10069 members 
Mstep: Class 11 contains 41998 members 
Mstep: Class 12 contains 50173 members 
Mstep: Class 13 contains 192667 members 
Mstep: Class 15 contains 2638 members 
Mstep: Class 16 contains 23130 members 
Mstep: Class 17 contains 4404 members 
Mstep: Class 20 contains 1661 members 
Mstep: Class 21 contains 9824 members 
Entering Unmasked Estep 
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Iteration 99Q: 15 clusters Score -2.908525e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 6950 members 
Mstep: Class 3 contains 37456 members 
Mstep: Class 5 contains 43257 members 
Mstep: Class 7 contains 151268 members 
Mstep: Class 9 contains 10066 members 
Mstep: Class 11 contains 41990 members 
Mstep: Class 12 contains 50064 members 
Mstep: Class 13 contains 192785 members 
Mstep: Class 15 contains 2613 members 
Mstep: Class 16 contains 23193 members 
Mstep: Class 17 contains 4405 members 
Mstep: Class 20 contains 1661 members 
Mstep: Class 21 contains 9814 members 
Entering Unmasked Estep 
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Iteration 100F: 15 clusters Score -2.908523e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 37424 members 
Mstep: Class 5 contains 43298 members 
Mstep: Class 7 contains 151212 members 
Mstep: Class 9 contains 10065 members 
Mstep: Class 11 contains 41985 members 
Mstep: Class 12 contains 49942 members 
Mstep: Class 13 contains 192910 members 
Mstep: Class 15 contains 2588 members 
Mstep: Class 16 contains 23255 members 
Mstep: Class 17 contains 4404 members 
Mstep: Class 20 contains 1661 members 
Mstep: Class 21 contains 9804 members 
Entering Unmasked Estep 
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Iteration 101Q: 15 clusters Score -2.908522e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 6973 members 
Mstep: Class 3 contains 37385 members 
Mstep: Class 5 contains 43335 members 
Mstep: Class 7 contains 151170 members 
Mstep: Class 9 contains 10065 members 
Mstep: Class 11 contains 41978 members 
Mstep: Class 12 contains 49807 members 
Mstep: Class 13 contains 193054 members 
Mstep: Class 15 contains 2569 members 
Mstep: Class 16 contains 23311 members 
Mstep: Class 17 contains 4403 members 
Mstep: Class 20 contains 1661 members 
Mstep: Class 21 contains 9796 members 
Entering Unmasked Estep 
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Iteration 102Q: 15 clusters Score -2.908532e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 6981 members 
Mstep: Class 3 contains 37352 members 
Mstep: Class 5 contains 43367 members 
Mstep: Class 7 contains 151131 members 
Mstep: Class 9 contains 10065 members 
Mstep: Class 11 contains 41962 members 
Mstep: Class 12 contains 49691 members 
Mstep: Class 13 contains 193172 members 
Mstep: Class 15 contains 2553 members 
Mstep: Class 16 contains 23360 members 
Mstep: Class 17 contains 4407 members 
Mstep: Class 20 contains 1661 members 
Mstep: Class 21 contains 9796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085262.000000 Penalty: 30217.503906
Iteration 103Q: 15 clusters Score -2.908526e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 6988 members 
Mstep: Class 3 contains 37316 members 
Mstep: Class 5 contains 43405 members 
Mstep: Class 7 contains 151091 members 
Mstep: Class 9 contains 10064 members 
Mstep: Class 11 contains 41951 members 
Mstep: Class 12 contains 49588 members 
Mstep: Class 13 contains 193286 members 
Mstep: Class 15 contains 2537 members 
Mstep: Class 16 contains 23404 members 
Mstep: Class 17 contains 4408 members 
Mstep: Class 20 contains 1661 members 
Mstep: Class 21 contains 9793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085312.000000 Penalty: 30217.503906
Iteration 104Q: 15 clusters Score -2.908531e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 6995 members 
Mstep: Class 3 contains 37282 members 
Mstep: Class 5 contains 43433 members 
Mstep: Class 7 contains 151047 members 
Mstep: Class 9 contains 10064 members 
Mstep: Class 11 contains 41942 members 
Mstep: Class 12 contains 49495 members 
Mstep: Class 13 contains 193398 members 
Mstep: Class 15 contains 2525 members 
Mstep: Class 16 contains 23451 members 
Mstep: Class 17 contains 4408 members 
Mstep: Class 20 contains 1661 members 
Mstep: Class 21 contains 9789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085264.000000 Penalty: 30217.503906
Iteration 105Q: 15 clusters Score -2.908526e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 6997 members 
Mstep: Class 3 contains 37255 members 
Mstep: Class 5 contains 43469 members 
Mstep: Class 7 contains 151003 members 
Mstep: Class 9 contains 10063 members 
Mstep: Class 11 contains 41936 members 
Mstep: Class 12 contains 49391 members 
Mstep: Class 13 contains 193512 members 
Mstep: Class 15 contains 2513 members 
Mstep: Class 16 contains 23494 members 
Mstep: Class 17 contains 4404 members 
Mstep: Class 20 contains 1662 members 
Mstep: Class 21 contains 9785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085252.000000 Penalty: 30217.503906
Iteration 106Q: 15 clusters Score -2.908525e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 37224 members 
Mstep: Class 5 contains 43501 members 
Mstep: Class 7 contains 150962 members 
Mstep: Class 9 contains 10063 members 
Mstep: Class 11 contains 41933 members 
Mstep: Class 12 contains 49297 members 
Mstep: Class 13 contains 193607 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 23541 members 
Mstep: Class 17 contains 4407 members 
Mstep: Class 20 contains 1662 members 
Mstep: Class 21 contains 9781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085274.000000 Penalty: 30217.503906
Iteration 107Q: 15 clusters Score -2.908527e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 7010 members 
Mstep: Class 3 contains 37182 members 
Mstep: Class 5 contains 43538 members 
Mstep: Class 7 contains 150920 members 
Mstep: Class 9 contains 10064 members 
Mstep: Class 11 contains 41921 members 
Mstep: Class 12 contains 49208 members 
Mstep: Class 13 contains 193705 members 
Mstep: Class 15 contains 2476 members 
Mstep: Class 16 contains 23603 members 
Mstep: Class 17 contains 4405 members 
Mstep: Class 20 contains 1662 members 
Mstep: Class 21 contains 9777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085274.000000 Penalty: 30217.503906
Iteration 108Q: 15 clusters Score -2.908527e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 7017 members 
Mstep: Class 3 contains 37146 members 
Mstep: Class 5 contains 43569 members 
Mstep: Class 7 contains 150881 members 
Mstep: Class 9 contains 10063 members 
Mstep: Class 11 contains 41911 members 
Mstep: Class 12 contains 49112 members 
Mstep: Class 13 contains 193787 members 
Mstep: Class 15 contains 2454 members 
Mstep: Class 16 contains 23684 members 
Mstep: Class 17 contains 4409 members 
Mstep: Class 20 contains 1663 members 
Mstep: Class 21 contains 9765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085260.000000 Penalty: 30217.503906
Iteration 109Q: 15 clusters Score -2.908526e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 7023 members 
Mstep: Class 3 contains 37106 members 
Mstep: Class 5 contains 43601 members 
Mstep: Class 7 contains 150843 members 
Mstep: Class 9 contains 10062 members 
Mstep: Class 11 contains 41905 members 
Mstep: Class 12 contains 49017 members 
Mstep: Class 13 contains 193867 members 
Mstep: Class 15 contains 2423 members 
Mstep: Class 16 contains 23771 members 
Mstep: Class 17 contains 4411 members 
Mstep: Class 20 contains 1664 members 
Mstep: Class 21 contains 9759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085288.000000 Penalty: 30217.503906
Iteration 110Q: 15 clusters Score -2.908529e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 7026 members 
Mstep: Class 3 contains 37068 members 
Mstep: Class 5 contains 43632 members 
Mstep: Class 7 contains 150801 members 
Mstep: Class 9 contains 10061 members 
Mstep: Class 11 contains 41902 members 
Mstep: Class 12 contains 48930 members 
Mstep: Class 13 contains 193957 members 
Mstep: Class 15 contains 2396 members 
Mstep: Class 16 contains 23843 members 
Mstep: Class 17 contains 4410 members 
Mstep: Class 20 contains 1665 members 
Mstep: Class 21 contains 9757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085286.000000 Penalty: 30217.503906
Iteration 111Q: 15 clusters Score -2.908529e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 7030 members 
Mstep: Class 3 contains 37019 members 
Mstep: Class 5 contains 43663 members 
Mstep: Class 7 contains 150765 members 
Mstep: Class 9 contains 10061 members 
Mstep: Class 11 contains 41901 members 
Mstep: Class 12 contains 48838 members 
Mstep: Class 13 contains 194050 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 23914 members 
Mstep: Class 17 contains 4410 members 
Mstep: Class 20 contains 1665 members 
Mstep: Class 21 contains 9759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085272.000000 Penalty: 30217.503906
Iteration 112Q: 15 clusters Score -2.908527e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 7035 members 
Mstep: Class 3 contains 36994 members 
Mstep: Class 5 contains 43693 members 
Mstep: Class 7 contains 150725 members 
Mstep: Class 9 contains 10061 members 
Mstep: Class 11 contains 41899 members 
Mstep: Class 12 contains 48740 members 
Mstep: Class 13 contains 194146 members 
Mstep: Class 15 contains 2343 members 
Mstep: Class 16 contains 23971 members 
Mstep: Class 17 contains 4409 members 
Mstep: Class 20 contains 1665 members 
Mstep: Class 21 contains 9759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085292.000000 Penalty: 30217.503906
Iteration 113Q: 15 clusters Score -2.908529e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 7037 members 
Mstep: Class 3 contains 36959 members 
Mstep: Class 5 contains 43711 members 
Mstep: Class 7 contains 150706 members 
Mstep: Class 9 contains 10061 members 
Mstep: Class 11 contains 41895 members 
Mstep: Class 12 contains 48637 members 
Mstep: Class 13 contains 194257 members 
Mstep: Class 15 contains 2312 members 
Mstep: Class 16 contains 24041 members 
Mstep: Class 17 contains 4405 members 
Mstep: Class 20 contains 1665 members 
Mstep: Class 21 contains 9753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085332.000000 Penalty: 30217.503906
Iteration 114Q: 15 clusters Score -2.908533e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 7039 members 
Mstep: Class 3 contains 36905 members 
Mstep: Class 5 contains 43717 members 
Mstep: Class 7 contains 150693 members 
Mstep: Class 9 contains 10061 members 
Mstep: Class 11 contains 41893 members 
Mstep: Class 12 contains 48556 members 
Mstep: Class 13 contains 194366 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 24100 members 
Mstep: Class 17 contains 4404 members 
Mstep: Class 20 contains 1665 members 
Mstep: Class 21 contains 9755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085326.000000 Penalty: 30217.503906
Iteration 115Q: 15 clusters Score -2.908533e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 7041 members 
Mstep: Class 3 contains 36846 members 
Mstep: Class 5 contains 43722 members 
Mstep: Class 7 contains 150680 members 
Mstep: Class 9 contains 10061 members 
Mstep: Class 11 contains 41887 members 
Mstep: Class 12 contains 48468 members 
Mstep: Class 13 contains 194498 members 
Mstep: Class 15 contains 2263 members 
Mstep: Class 16 contains 24147 members 
Mstep: Class 17 contains 4404 members 
Mstep: Class 20 contains 1666 members 
Mstep: Class 21 contains 9749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085390.000000 Penalty: 30217.503906
Iteration 116Q: 15 clusters Score -2.908539e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 7044 members 
Mstep: Class 3 contains 36793 members 
Mstep: Class 5 contains 43737 members 
Mstep: Class 7 contains 150655 members 
Mstep: Class 9 contains 10061 members 
Mstep: Class 11 contains 41882 members 
Mstep: Class 12 contains 48383 members 
Mstep: Class 13 contains 194627 members 
Mstep: Class 15 contains 2242 members 
Mstep: Class 16 contains 24194 members 
Mstep: Class 17 contains 4401 members 
Mstep: Class 20 contains 1668 members 
Mstep: Class 21 contains 9742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085446.000000 Penalty: 30217.503906
Iteration 117Q: 15 clusters Score -2.908545e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 7050 members 
Mstep: Class 3 contains 36730 members 
Mstep: Class 5 contains 43749 members 
Mstep: Class 7 contains 150636 members 
Mstep: Class 9 contains 10061 members 
Mstep: Class 11 contains 41876 members 
Mstep: Class 12 contains 48302 members 
Mstep: Class 13 contains 194760 members 
Mstep: Class 15 contains 2221 members 
Mstep: Class 16 contains 24231 members 
Mstep: Class 17 contains 4400 members 
Mstep: Class 20 contains 1670 members 
Mstep: Class 21 contains 9739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085482.000000 Penalty: 30217.503906
Iteration 118Q: 15 clusters Score -2.908548e+07 nChanged 231
Entering ConstructFrom: 
Score: -29085482.000000 Penalty: 30217.503906
Entering ConstructFrom: 
Trying to split cluster 1 (11362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Entering Unmasked Estep 
Score: -557267.250000 Penalty: 1517.429810
	Iteration 0F: 2 clusters Score -557267.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -549245.875000 Penalty: 3034.859619
	Iteration 0F: 3 clusters Score -549245.9 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -551887.000000 Penalty: 3034.859619
	Iteration 1F: 3 clusters Score -551887 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -552146.187500 Penalty: 3034.859619
	Iteration 2F: 3 clusters Score -552146.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -552340.375000 Penalty: 3034.859619
	Iteration 3Q: 3 clusters Score -552340.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -552480.875000 Penalty: 3034.859619
	Iteration 4Q: 3 clusters Score -552480.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -552612.437500 Penalty: 3034.859619
	Iteration 5Q: 3 clusters Score -552612.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -552739.812500 Penalty: 3034.859619
	Iteration 6Q: 3 clusters Score -552739.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -552892.875000 Penalty: 3034.859619
	Iteration 7Q: 3 clusters Score -552892.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -553088.062500 Penalty: 3034.859619
	Iteration 8Q: 3 clusters Score -553088.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -553321.500000 Penalty: 3034.859619
	Iteration 9Q: 3 clusters Score -553321.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -553569.625000 Penalty: 3034.859619
	Iteration 10Q: 3 clusters Score -553569.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -553861.250000 Penalty: 3034.859619
	Iteration 11Q: 3 clusters Score -553861.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -554205.500000 Penalty: 3034.859619
	Iteration 12Q: 3 clusters Score -554205.5 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -554521.562500 Penalty: 3034.859619
	Iteration 13Q: 3 clusters Score -554521.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -554798.250000 Penalty: 3034.859619
	Iteration 14Q: 3 clusters Score -554798.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -555038.125000 Penalty: 3034.859619
	Iteration 15Q: 3 clusters Score -555038.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -555251.500000 Penalty: 3034.859619
	Iteration 16Q: 3 clusters Score -555251.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -555459.000000 Penalty: 3034.859619
	Iteration 17Q: 3 clusters Score -555459 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -555610.437500 Penalty: 3034.859619
	Iteration 18Q: 3 clusters Score -555610.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -555728.625000 Penalty: 3034.859619
	Iteration 19Q: 3 clusters Score -555728.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -555813.625000 Penalty: 3034.859619
	Iteration 20F: 3 clusters Score -555813.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -555885.500000 Penalty: 3034.859619
	Iteration 21Q: 3 clusters Score -555885.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -555935.625000 Penalty: 3034.859619
	Iteration 22Q: 3 clusters Score -555935.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -555967.812500 Penalty: 3034.859619
	Iteration 23Q: 3 clusters Score -555967.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -555984.250000 Penalty: 3034.859619
	Iteration 24Q: 3 clusters Score -555984.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -555994.062500 Penalty: 3034.859619
	Iteration 25Q: 3 clusters Score -555994.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -556001.187500 Penalty: 3034.859619
	Iteration 26Q: 3 clusters Score -556001.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -556005.937500 Penalty: 3034.859619
	Iteration 27Q: 3 clusters Score -556005.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -556011.687500 Penalty: 3034.859619
	Iteration 28Q: 3 clusters Score -556011.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -556019.812500 Penalty: 3034.859619
	Iteration 29Q: 3 clusters Score -556019.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -556026.562500 Penalty: 3034.859619
	Iteration 30Q: 3 clusters Score -556026.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -556032.000000 Penalty: 3034.859619
	Iteration 31Q: 3 clusters Score -556032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -556036.750000 Penalty: 3034.859619
	Iteration 32Q: 3 clusters Score -556036.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -556039.500000 Penalty: 3034.859619
	Iteration 33Q: 3 clusters Score -556039.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -556040.875000 Penalty: 3034.859619
	Iteration 34Q: 3 clusters Score -556040.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -556042.312500 Penalty: 3034.859619
	Iteration 35Q: 3 clusters Score -556042.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -556044.500000 Penalty: 3034.859619
	Iteration 36Q: 3 clusters Score -556044.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -556044.187500 Penalty: 3034.859619
	Iteration 37Q: 3 clusters Score -556044.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -556045.562500 Penalty: 3034.859619
	Iteration 38Q: 3 clusters Score -556045.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -556045.500000 Penalty: 3034.859619
	Iteration 39Q: 3 clusters Score -556045.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -556046.437500 Penalty: 3034.859619
	Iteration 40F: 3 clusters Score -556046.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -556045.812500 Penalty: 3034.859619
	Iteration 41Q: 3 clusters Score -556045.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -556045.562500 Penalty: 3034.859619
	Iteration 42Q: 3 clusters Score -556045.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -556045.562500 Penalty: 3034.859619
	Iteration 43F: 3 clusters Score -556045.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Entering Unmasked Estep 
Score: -376363.937500 Penalty: 1439.923340
	Iteration 0F: 2 clusters Score -376363.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -371035.625000 Penalty: 2879.846680
	Iteration 0F: 3 clusters Score -371035.6 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -372657.500000 Penalty: 2879.846680
	Iteration 1F: 3 clusters Score -372657.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -372880.875000 Penalty: 2879.846680
	Iteration 2F: 3 clusters Score -372880.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -373073.500000 Penalty: 2879.846680
	Iteration 3Q: 3 clusters Score -373073.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -373249.218750 Penalty: 2879.846680
	Iteration 4Q: 3 clusters Score -373249.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -373409.062500 Penalty: 2879.846680
	Iteration 5Q: 3 clusters Score -373409.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -373573.625000 Penalty: 2879.846680
	Iteration 6Q: 3 clusters Score -373573.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -373714.031250 Penalty: 2879.846680
	Iteration 7Q: 3 clusters Score -373714 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -373857.250000 Penalty: 2879.846680
	Iteration 8Q: 3 clusters Score -373857.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -374001.000000 Penalty: 2879.846680
	Iteration 9Q: 3 clusters Score -374001 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -374152.187500 Penalty: 2879.846680
	Iteration 10Q: 3 clusters Score -374152.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -374291.906250 Penalty: 2879.846680
	Iteration 11Q: 3 clusters Score -374291.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -374409.937500 Penalty: 2879.846680
	Iteration 12Q: 3 clusters Score -374409.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -374486.625000 Penalty: 2879.846680
	Iteration 13Q: 3 clusters Score -374486.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -374553.031250 Penalty: 2879.846680
	Iteration 14Q: 3 clusters Score -374553 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -374598.843750 Penalty: 2879.846680
	Iteration 15Q: 3 clusters Score -374598.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -374634.718750 Penalty: 2879.846680
	Iteration 16Q: 3 clusters Score -374634.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -374662.125000 Penalty: 2879.846680
	Iteration 17Q: 3 clusters Score -374662.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -374680.281250 Penalty: 2879.846680
	Iteration 18Q: 3 clusters Score -374680.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -374695.593750 Penalty: 2879.846680
	Iteration 19Q: 3 clusters Score -374695.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -374706.031250 Penalty: 2879.846680
	Iteration 20F: 3 clusters Score -374706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -374713.187500 Penalty: 2879.846680
	Iteration 21Q: 3 clusters Score -374713.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -374721.312500 Penalty: 2879.846680
	Iteration 22Q: 3 clusters Score -374721.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -374726.093750 Penalty: 2879.846680
	Iteration 23Q: 3 clusters Score -374726.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -374735.812500 Penalty: 2879.846680
	Iteration 24Q: 3 clusters Score -374735.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -374746.500000 Penalty: 2879.846680
	Iteration 25Q: 3 clusters Score -374746.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -374760.562500 Penalty: 2879.846680
	Iteration 26Q: 3 clusters Score -374760.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -374773.750000 Penalty: 2879.846680
	Iteration 27Q: 3 clusters Score -374773.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -374779.437500 Penalty: 2879.846680
	Iteration 28Q: 3 clusters Score -374779.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -374784.062500 Penalty: 2879.846680
	Iteration 29Q: 3 clusters Score -374784.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -374787.625000 Penalty: 2879.846680
	Iteration 30Q: 3 clusters Score -374787.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -374791.562500 Penalty: 2879.846680
	Iteration 31Q: 3 clusters Score -374791.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -374794.781250 Penalty: 2879.846680
	Iteration 32Q: 3 clusters Score -374794.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -374799.687500 Penalty: 2879.846680
	Iteration 33Q: 3 clusters Score -374799.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -374801.281250 Penalty: 2879.846680
	Iteration 34Q: 3 clusters Score -374801.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -374803.687500 Penalty: 2879.846680
	Iteration 35Q: 3 clusters Score -374803.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -374803.500000 Penalty: 2879.846680
	Iteration 36Q: 3 clusters Score -374803.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -374804.812500 Penalty: 2879.846680
	Iteration 37Q: 3 clusters Score -374804.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -374806.375000 Penalty: 2879.846680
	Iteration 38Q: 3 clusters Score -374806.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -374807.031250 Penalty: 2879.846680
	Iteration 39Q: 3 clusters Score -374807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -374809.531250 Penalty: 2879.846680
	Iteration 40F: 3 clusters Score -374809.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -374811.281250 Penalty: 2879.846680
	Iteration 41Q: 3 clusters Score -374811.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -374813.625000 Penalty: 2879.846680
	Iteration 42Q: 3 clusters Score -374813.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -374814.656250 Penalty: 2879.846680
	Iteration 43Q: 3 clusters Score -374814.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -374818.312500 Penalty: 2879.846680
	Iteration 44Q: 3 clusters Score -374818.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -374821.000000 Penalty: 2879.846680
	Iteration 45Q: 3 clusters Score -374821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -374822.531250 Penalty: 2879.846680
	Iteration 46Q: 3 clusters Score -374822.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -374823.062500 Penalty: 2879.846680
	Iteration 47Q: 3 clusters Score -374823.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -374824.156250 Penalty: 2879.846680
	Iteration 48Q: 3 clusters Score -374824.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -374825.531250 Penalty: 2879.846680
	Iteration 49Q: 3 clusters Score -374825.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -374827.343750 Penalty: 2879.846680
	Iteration 50Q: 3 clusters Score -374827.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -374828.968750 Penalty: 2879.846680
	Iteration 51Q: 3 clusters Score -374829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -374829.843750 Penalty: 2879.846680
	Iteration 52Q: 3 clusters Score -374829.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -374830.687500 Penalty: 2879.846680
	Iteration 53Q: 3 clusters Score -374830.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -374832.750000 Penalty: 2879.846680
	Iteration 54Q: 3 clusters Score -374832.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -374833.406250 Penalty: 2879.846680
	Iteration 55Q: 3 clusters Score -374833.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -374837.781250 Penalty: 2879.846680
	Iteration 56Q: 3 clusters Score -374837.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -374840.406250 Penalty: 2879.846680
	Iteration 57Q: 3 clusters Score -374840.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -374845.812500 Penalty: 2879.846680
	Iteration 58Q: 3 clusters Score -374845.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -374850.937500 Penalty: 2879.846680
	Iteration 59Q: 3 clusters Score -374850.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -374854.843750 Penalty: 2879.846680
	Iteration 60F: 3 clusters Score -374854.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -374857.656250 Penalty: 2879.846680
	Iteration 61Q: 3 clusters Score -374857.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -374861.343750 Penalty: 2879.846680
	Iteration 62Q: 3 clusters Score -374861.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -374864.156250 Penalty: 2879.846680
	Iteration 63Q: 3 clusters Score -374864.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -374865.000000 Penalty: 2879.846680
	Iteration 64Q: 3 clusters Score -374865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -374868.125000 Penalty: 2879.846680
	Iteration 65Q: 3 clusters Score -374868.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -374869.031250 Penalty: 2879.846680
	Iteration 66Q: 3 clusters Score -374869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -374870.500000 Penalty: 2879.846680
	Iteration 67Q: 3 clusters Score -374870.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -374873.625000 Penalty: 2879.846680
	Iteration 68Q: 3 clusters Score -374873.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -374877.968750 Penalty: 2879.846680
	Iteration 69Q: 3 clusters Score -374878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -374882.812500 Penalty: 2879.846680
	Iteration 70Q: 3 clusters Score -374882.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -374885.625000 Penalty: 2879.846680
	Iteration 71Q: 3 clusters Score -374885.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -374888.843750 Penalty: 2879.846680
	Iteration 72Q: 3 clusters Score -374888.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -374890.781250 Penalty: 2879.846680
	Iteration 73Q: 3 clusters Score -374890.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -374892.937500 Penalty: 2879.846680
	Iteration 74Q: 3 clusters Score -374892.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -374893.718750 Penalty: 2879.846680
	Iteration 75Q: 3 clusters Score -374893.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -374895.156250 Penalty: 2879.846680
	Iteration 76Q: 3 clusters Score -374895.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -374896.437500 Penalty: 2879.846680
	Iteration 77Q: 3 clusters Score -374896.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -374899.281250 Penalty: 2879.846680
	Iteration 78Q: 3 clusters Score -374899.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -374903.125000 Penalty: 2879.846680
	Iteration 79Q: 3 clusters Score -374903.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -374905.281250 Penalty: 2879.846680
	Iteration 80F: 3 clusters Score -374905.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -374907.531250 Penalty: 2879.846680
	Iteration 81Q: 3 clusters Score -374907.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -374912.250000 Penalty: 2879.846680
	Iteration 82Q: 3 clusters Score -374912.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -374914.625000 Penalty: 2879.846680
	Iteration 83Q: 3 clusters Score -374914.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -374916.312500 Penalty: 2879.846680
	Iteration 84Q: 3 clusters Score -374916.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -374919.312500 Penalty: 2879.846680
	Iteration 85Q: 3 clusters Score -374919.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -374920.406250 Penalty: 2879.846680
	Iteration 86Q: 3 clusters Score -374920.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -374920.812500 Penalty: 2879.846680
	Iteration 87Q: 3 clusters Score -374920.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -374920.687500 Penalty: 2879.846680
	Iteration 88Q: 3 clusters Score -374920.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -374920.625000 Penalty: 2879.846680
	Iteration 89Q: 3 clusters Score -374920.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -374921.718750 Penalty: 2879.846680
	Iteration 90Q: 3 clusters Score -374921.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -374923.718750 Penalty: 2879.846680
	Iteration 91Q: 3 clusters Score -374923.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -374925.531250 Penalty: 2879.846680
	Iteration 92Q: 3 clusters Score -374925.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -374926.062500 Penalty: 2879.846680
	Iteration 93Q: 3 clusters Score -374926.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -374927.031250 Penalty: 2879.846680
	Iteration 94Q: 3 clusters Score -374927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -374928.218750 Penalty: 2879.846680
	Iteration 95Q: 3 clusters Score -374928.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -374928.250000 Penalty: 2879.846680
	Iteration 96Q: 3 clusters Score -374928.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -374928.250000 Penalty: 2879.846680
	Iteration 97F: 3 clusters Score -374928.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (36680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Entering Unmasked Estep 
Score: -1883985.000000 Penalty: 1707.872925
	Iteration 0F: 2 clusters Score -1883985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -1859533.625000 Penalty: 3415.745850
	Iteration 0F: 3 clusters Score -1859534 nChanged 16996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -1869036.750000 Penalty: 3415.745850
	Iteration 1F: 3 clusters Score -1869037 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -1869509.125000 Penalty: 3415.745850
	Iteration 2Q: 3 clusters Score -1869509 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -1869910.500000 Penalty: 3415.745850
	Iteration 3Q: 3 clusters Score -1869910 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -1870365.625000 Penalty: 3415.745850
	Iteration 4Q: 3 clusters Score -1870366 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -1870946.625000 Penalty: 3415.745850
	Iteration 5Q: 3 clusters Score -1870947 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -1871754.375000 Penalty: 3415.745850
	Iteration 6Q: 3 clusters Score -1871754 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -1872752.875000 Penalty: 3415.745850
	Iteration 7Q: 3 clusters Score -1872753 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -1874073.125000 Penalty: 3415.745850
	Iteration 8F: 3 clusters Score -1874073 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -1875502.250000 Penalty: 3415.745850
	Iteration 9F: 3 clusters Score -1875502 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -1876813.625000 Penalty: 3415.745850
	Iteration 10F: 3 clusters Score -1876814 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -1877725.875000 Penalty: 3415.745850
	Iteration 11Q: 3 clusters Score -1877726 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -1878178.750000 Penalty: 3415.745850
	Iteration 12Q: 3 clusters Score -1878179 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -1878424.500000 Penalty: 3415.745850
	Iteration 13Q: 3 clusters Score -1878424 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -1878572.750000 Penalty: 3415.745850
	Iteration 14Q: 3 clusters Score -1878573 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -1878679.375000 Penalty: 3415.745850
	Iteration 15Q: 3 clusters Score -1878679 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -1878743.750000 Penalty: 3415.745850
	Iteration 16Q: 3 clusters Score -1878744 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -1878815.625000 Penalty: 3415.745850
	Iteration 17Q: 3 clusters Score -1878816 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -1878879.625000 Penalty: 3415.745850
	Iteration 18Q: 3 clusters Score -1878880 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -1878931.000000 Penalty: 3415.745850
	Iteration 19Q: 3 clusters Score -1878931 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -1878998.500000 Penalty: 3415.745850
	Iteration 20F: 3 clusters Score -1878998 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -1879046.750000 Penalty: 3415.745850
	Iteration 21Q: 3 clusters Score -1879047 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -1879121.000000 Penalty: 3415.745850
	Iteration 22Q: 3 clusters Score -1879121 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -1879182.875000 Penalty: 3415.745850
	Iteration 23Q: 3 clusters Score -1879183 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -1879264.000000 Penalty: 3415.745850
	Iteration 24Q: 3 clusters Score -1879264 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -1879346.000000 Penalty: 3415.745850
	Iteration 25Q: 3 clusters Score -1879346 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -1879449.375000 Penalty: 3415.745850
	Iteration 26Q: 3 clusters Score -1879449 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -1879563.875000 Penalty: 3415.745850
	Iteration 27Q: 3 clusters Score -1879564 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -1879709.250000 Penalty: 3415.745850
	Iteration 28Q: 3 clusters Score -1879709 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -1879884.875000 Penalty: 3415.745850
	Iteration 29Q: 3 clusters Score -1879885 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -1880116.375000 Penalty: 3415.745850
	Iteration 30Q: 3 clusters Score -1880116 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -1880380.500000 Penalty: 3415.745850
	Iteration 31Q: 3 clusters Score -1880380 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -1880679.375000 Penalty: 3415.745850
	Iteration 32Q: 3 clusters Score -1880679 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -1881017.375000 Penalty: 3415.745850
	Iteration 33Q: 3 clusters Score -1881017 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -1881366.625000 Penalty: 3415.745850
	Iteration 34Q: 3 clusters Score -1881367 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -1881686.375000 Penalty: 3415.745850
	Iteration 35Q: 3 clusters Score -1881686 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -1882007.125000 Penalty: 3415.745850
	Iteration 36Q: 3 clusters Score -1882007 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -1882300.375000 Penalty: 3415.745850
	Iteration 37Q: 3 clusters Score -1882300 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -1882541.125000 Penalty: 3415.745850
	Iteration 38Q: 3 clusters Score -1882541 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -1882694.375000 Penalty: 3415.745850
	Iteration 39Q: 3 clusters Score -1882694 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -1882803.125000 Penalty: 3415.745850
	Iteration 40F: 3 clusters Score -1882803 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -1882851.875000 Penalty: 3415.745850
	Iteration 41Q: 3 clusters Score -1882852 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -1882886.250000 Penalty: 3415.745850
	Iteration 42Q: 3 clusters Score -1882886 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 32194 members 
Entering Unmasked Estep 
Score: -1882919.250000 Penalty: 3415.745850
	Iteration 43Q: 3 clusters Score -1882919 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -1882937.750000 Penalty: 3415.745850
	Iteration 44Q: 3 clusters Score -1882938 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -1882951.750000 Penalty: 3415.745850
	Iteration 45Q: 3 clusters Score -1882952 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -1882968.250000 Penalty: 3415.745850
	Iteration 46Q: 3 clusters Score -1882968 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 32360 members 
Entering Unmasked Estep 
Score: -1882981.625000 Penalty: 3415.745850
	Iteration 47Q: 3 clusters Score -1882982 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -1882990.250000 Penalty: 3415.745850
	Iteration 48Q: 3 clusters Score -1882990 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -1882994.000000 Penalty: 3415.745850
	Iteration 49Q: 3 clusters Score -1882994 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -1882996.250000 Penalty: 3415.745850
	Iteration 50Q: 3 clusters Score -1882996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -1883005.750000 Penalty: 3415.745850
	Iteration 51Q: 3 clusters Score -1883006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -1883005.000000 Penalty: 3415.745850
	Iteration 52Q: 3 clusters Score -1883005 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -1883008.500000 Penalty: 3415.745850
	Iteration 53Q: 3 clusters Score -1883008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -1883014.000000 Penalty: 3415.745850
	Iteration 54Q: 3 clusters Score -1883014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -1883012.750000 Penalty: 3415.745850
	Iteration 55Q: 3 clusters Score -1883013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -1883014.000000 Penalty: 3415.745850
	Iteration 56Q: 3 clusters Score -1883014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -1883013.375000 Penalty: 3415.745850
	Iteration 57Q: 3 clusters Score -1883013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -1883014.000000 Penalty: 3415.745850
	Iteration 58Q: 3 clusters Score -1883014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -1883018.500000 Penalty: 3415.745850
	Iteration 59Q: 3 clusters Score -1883018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -1883018.500000 Penalty: 3415.745850
	Iteration 60F: 3 clusters Score -1883018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -1883016.875000 Penalty: 3415.745850
	Iteration 61Q: 3 clusters Score -1883017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -1883018.750000 Penalty: 3415.745850
	Iteration 62Q: 3 clusters Score -1883019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -1883018.375000 Penalty: 3415.745850
	Iteration 63Q: 3 clusters Score -1883018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -1883017.625000 Penalty: 3415.745850
	Iteration 64Q: 3 clusters Score -1883018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -1883016.500000 Penalty: 3415.745850
	Iteration 65Q: 3 clusters Score -1883016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -1883016.125000 Penalty: 3415.745850
	Iteration 66Q: 3 clusters Score -1883016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -1883013.750000 Penalty: 3415.745850
	Iteration 67Q: 3 clusters Score -1883014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -1883012.625000 Penalty: 3415.745850
	Iteration 68Q: 3 clusters Score -1883013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -1883013.250000 Penalty: 3415.745850
	Iteration 69Q: 3 clusters Score -1883013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -1883015.375000 Penalty: 3415.745850
	Iteration 70Q: 3 clusters Score -1883015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -1883014.375000 Penalty: 3415.745850
	Iteration 71Q: 3 clusters Score -1883014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -1883015.000000 Penalty: 3415.745850
	Iteration 72Q: 3 clusters Score -1883015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 32689 members 
Entering Unmasked Estep 
Score: -1883014.750000 Penalty: 3415.745850
	Iteration 73Q: 3 clusters Score -1883015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -1883015.375000 Penalty: 3415.745850
	Iteration 74Q: 3 clusters Score -1883015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -1883013.750000 Penalty: 3415.745850
	Iteration 75Q: 3 clusters Score -1883014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -1883015.625000 Penalty: 3415.745850
	Iteration 76Q: 3 clusters Score -1883016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -1883015.500000 Penalty: 3415.745850
	Iteration 77Q: 3 clusters Score -1883016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -1883017.375000 Penalty: 3415.745850
	Iteration 78Q: 3 clusters Score -1883017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -1883019.000000 Penalty: 3415.745850
	Iteration 79Q: 3 clusters Score -1883019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -1883021.375000 Penalty: 3415.745850
	Iteration 80F: 3 clusters Score -1883021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -1883021.375000 Penalty: 3415.745850
	Iteration 81Q: 3 clusters Score -1883021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -1883019.875000 Penalty: 3415.745850
	Iteration 82Q: 3 clusters Score -1883020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -1883020.875000 Penalty: 3415.745850
	Iteration 83Q: 3 clusters Score -1883021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -1883021.625000 Penalty: 3415.745850
	Iteration 84Q: 3 clusters Score -1883022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -1883021.625000 Penalty: 3415.745850
	Iteration 85F: 3 clusters Score -1883022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Entering Unmasked Estep 
Score: -2314076.250000 Penalty: 1736.552368
	Iteration 0F: 2 clusters Score -2314076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -2284842.500000 Penalty: 3473.104736
	Iteration 0F: 3 clusters Score -2284842 nChanged 20399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -2296212.000000 Penalty: 3473.104736
	Iteration 1F: 3 clusters Score -2296212 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -2296735.500000 Penalty: 3473.104736
	Iteration 2Q: 3 clusters Score -2296736 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -2297399.250000 Penalty: 3473.104736
	Iteration 3Q: 3 clusters Score -2297399 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -2298280.750000 Penalty: 3473.104736
	Iteration 4Q: 3 clusters Score -2298281 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -2299479.000000 Penalty: 3473.104736
	Iteration 5F: 3 clusters Score -2299479 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -2301048.000000 Penalty: 3473.104736
	Iteration 6F: 3 clusters Score -2301048 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -2302909.500000 Penalty: 3473.104736
	Iteration 7F: 3 clusters Score -2302910 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -2304825.500000 Penalty: 3473.104736
	Iteration 8F: 3 clusters Score -2304826 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -2306365.000000 Penalty: 3473.104736
	Iteration 9F: 3 clusters Score -2306365 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -2307472.750000 Penalty: 3473.104736
	Iteration 10Q: 3 clusters Score -2307473 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -2308325.250000 Penalty: 3473.104736
	Iteration 11Q: 3 clusters Score -2308325 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -2309112.750000 Penalty: 3473.104736
	Iteration 12Q: 3 clusters Score -2309113 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -2309832.250000 Penalty: 3473.104736
	Iteration 13Q: 3 clusters Score -2309832 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -2310470.000000 Penalty: 3473.104736
	Iteration 14Q: 3 clusters Score -2310470 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -2310968.500000 Penalty: 3473.104736
	Iteration 15Q: 3 clusters Score -2310968 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -2311367.000000 Penalty: 3473.104736
	Iteration 16Q: 3 clusters Score -2311367 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -2311671.250000 Penalty: 3473.104736
	Iteration 17Q: 3 clusters Score -2311671 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 42472 members 
Entering Unmasked Estep 
Score: -2311919.250000 Penalty: 3473.104736
	Iteration 18Q: 3 clusters Score -2311919 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 42751 members 
Entering Unmasked Estep 
Score: -2312114.750000 Penalty: 3473.104736
	Iteration 19Q: 3 clusters Score -2312115 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 42921 members 
Entering Unmasked Estep 
Score: -2312227.500000 Penalty: 3473.104736
	Iteration 20F: 3 clusters Score -2312228 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -2312307.500000 Penalty: 3473.104736
	Iteration 21Q: 3 clusters Score -2312308 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -2312366.750000 Penalty: 3473.104736
	Iteration 22Q: 3 clusters Score -2312367 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -2312414.250000 Penalty: 3473.104736
	Iteration 23Q: 3 clusters Score -2312414 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -2312455.000000 Penalty: 3473.104736
	Iteration 24Q: 3 clusters Score -2312455 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -2312480.250000 Penalty: 3473.104736
	Iteration 25Q: 3 clusters Score -2312480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 43259 members 
Entering Unmasked Estep 
Score: -2312491.000000 Penalty: 3473.104736
	Iteration 26Q: 3 clusters Score -2312491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -2312503.500000 Penalty: 3473.104736
	Iteration 27Q: 3 clusters Score -2312504 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
Score: -2312524.750000 Penalty: 3473.104736
	Iteration 28Q: 3 clusters Score -2312525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -2312538.750000 Penalty: 3473.104736
	Iteration 29Q: 3 clusters Score -2312539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -2312546.250000 Penalty: 3473.104736
	Iteration 30Q: 3 clusters Score -2312546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 43319 members 
Entering Unmasked Estep 
Score: -2312550.750000 Penalty: 3473.104736
	Iteration 31Q: 3 clusters Score -2312551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -2312553.000000 Penalty: 3473.104736
	Iteration 32Q: 3 clusters Score -2312553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -2312561.250000 Penalty: 3473.104736
	Iteration 33Q: 3 clusters Score -2312561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -2312564.500000 Penalty: 3473.104736
	Iteration 34Q: 3 clusters Score -2312564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 43338 members 
Entering Unmasked Estep 
Score: -2312565.750000 Penalty: 3473.104736
	Iteration 35Q: 3 clusters Score -2312566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -2312564.000000 Penalty: 3473.104736
	Iteration 36Q: 3 clusters Score -2312564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 43348 members 
Entering Unmasked Estep 
Score: -2312568.500000 Penalty: 3473.104736
	Iteration 37Q: 3 clusters Score -2312568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 43351 members 
Entering Unmasked Estep 
Score: -2312573.750000 Penalty: 3473.104736
	Iteration 38Q: 3 clusters Score -2312574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 43353 members 
Entering Unmasked Estep 
Score: -2312578.000000 Penalty: 3473.104736
	Iteration 39Q: 3 clusters Score -2312578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -2312582.500000 Penalty: 3473.104736
	Iteration 40F: 3 clusters Score -2312582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 43361 members 
Entering Unmasked Estep 
Score: -2312586.750000 Penalty: 3473.104736
	Iteration 41Q: 3 clusters Score -2312587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 43362 members 
Entering Unmasked Estep 
Score: -2312587.750000 Penalty: 3473.104736
	Iteration 42Q: 3 clusters Score -2312588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 43362 members 
Entering Unmasked Estep 
Score: -2312591.500000 Penalty: 3473.104736
	Iteration 43Q: 3 clusters Score -2312592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 43365 members 
Entering Unmasked Estep 
Score: -2312592.750000 Penalty: 3473.104736
	Iteration 44Q: 3 clusters Score -2312593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
Score: -2312598.000000 Penalty: 3473.104736
	Iteration 45Q: 3 clusters Score -2312598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -2312596.750000 Penalty: 3473.104736
	Iteration 46Q: 3 clusters Score -2312597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -2312598.750000 Penalty: 3473.104736
	Iteration 47Q: 3 clusters Score -2312599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
Score: -2312599.250000 Penalty: 3473.104736
	Iteration 48Q: 3 clusters Score -2312599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -2312598.000000 Penalty: 3473.104736
	Iteration 49Q: 3 clusters Score -2312598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -2312598.000000 Penalty: 3473.104736
	Iteration 50F: 3 clusters Score -2312598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (150612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150612 members 
Entering Unmasked Estep 
Score: -7983845.500000 Penalty: 1937.400146
	Iteration 0F: 2 clusters Score -7983846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75560 members 
Mstep: Class 2 contains 75052 members 
Entering Unmasked Estep 
Score: -7882626.000000 Penalty: 3874.800293
	Iteration 0F: 3 clusters Score -7882626 nChanged 72736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81168 members 
Mstep: Class 2 contains 69444 members 
Entering Unmasked Estep 
Score: -7925132.000000 Penalty: 3874.800293
	Iteration 1F: 3 clusters Score -7925132 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84574 members 
Mstep: Class 2 contains 66038 members 
Entering Unmasked Estep 
Score: -7926386.500000 Penalty: 3874.800293
	Iteration 2Q: 3 clusters Score -7926386 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89952 members 
Mstep: Class 2 contains 60660 members 
Entering Unmasked Estep 
Score: -7928522.000000 Penalty: 3874.800293
	Iteration 3Q: 3 clusters Score -7928522 nChanged 8168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97918 members 
Mstep: Class 2 contains 52694 members 
Entering Unmasked Estep 
Score: -7932647.500000 Penalty: 3874.800293
	Iteration 4F: 3 clusters Score -7932648 nChanged 11378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109266 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -7940773.500000 Penalty: 3874.800293
	Iteration 5F: 3 clusters Score -7940774 nChanged 14483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123743 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -7953936.500000 Penalty: 3874.800293
	Iteration 6F: 3 clusters Score -7953936 nChanged 14196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137939 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -7969012.500000 Penalty: 3874.800293
	Iteration 7F: 3 clusters Score -7969012 nChanged 8705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146644 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -7978222.500000 Penalty: 3874.800293
	Iteration 8F: 3 clusters Score -7978222 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149638 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -7981131.000000 Penalty: 3874.800293
	Iteration 9Q: 3 clusters Score -7981131 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150298 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -7981793.000000 Penalty: 3874.800293
	Iteration 10Q: 3 clusters Score -7981793 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150432 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -7981991.000000 Penalty: 3874.800293
	Iteration 11Q: 3 clusters Score -7981991 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150463 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -7982055.500000 Penalty: 3874.800293
	Iteration 12Q: 3 clusters Score -7982056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150472 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -7982092.000000 Penalty: 3874.800293
	Iteration 13Q: 3 clusters Score -7982092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150473 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -7982104.500000 Penalty: 3874.800293
	Iteration 14Q: 3 clusters Score -7982104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150475 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -7982111.500000 Penalty: 3874.800293
	Iteration 15Q: 3 clusters Score -7982112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150477 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -7982116.500000 Penalty: 3874.800293
	Iteration 16Q: 3 clusters Score -7982116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150476 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -7982120.500000 Penalty: 3874.800293
	Iteration 17Q: 3 clusters Score -7982120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150474 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -7982128.000000 Penalty: 3874.800293
	Iteration 18Q: 3 clusters Score -7982128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150473 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -7982127.500000 Penalty: 3874.800293
	Iteration 19Q: 3 clusters Score -7982128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150473 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -7982127.500000 Penalty: 3874.800293
	Iteration 20F: 3 clusters Score -7982128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Entering Unmasked Estep 
Score: -514698.625000 Penalty: 1497.668579
	Iteration 0F: 2 clusters Score -514698.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -507433.875000 Penalty: 2995.337158
	Iteration 0F: 3 clusters Score -507433.9 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -509893.406250 Penalty: 2995.337158
	Iteration 1F: 3 clusters Score -509893.4 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -510123.812500 Penalty: 2995.337158
	Iteration 2F: 3 clusters Score -510123.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -510302.406250 Penalty: 2995.337158
	Iteration 3Q: 3 clusters Score -510302.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -510436.906250 Penalty: 2995.337158
	Iteration 4Q: 3 clusters Score -510436.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -510547.968750 Penalty: 2995.337158
	Iteration 5Q: 3 clusters Score -510548 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -510662.218750 Penalty: 2995.337158
	Iteration 6Q: 3 clusters Score -510662.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -510778.406250 Penalty: 2995.337158
	Iteration 7Q: 3 clusters Score -510778.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -510911.218750 Penalty: 2995.337158
	Iteration 8Q: 3 clusters Score -510911.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -511077.437500 Penalty: 2995.337158
	Iteration 9Q: 3 clusters Score -511077.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -511285.625000 Penalty: 2995.337158
	Iteration 10Q: 3 clusters Score -511285.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -511540.593750 Penalty: 2995.337158
	Iteration 11Q: 3 clusters Score -511540.6 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -511912.656250 Penalty: 2995.337158
	Iteration 12F: 3 clusters Score -511912.7 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -512331.750000 Penalty: 2995.337158
	Iteration 13F: 3 clusters Score -512331.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -512724.781250 Penalty: 2995.337158
	Iteration 14Q: 3 clusters Score -512724.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -513071.343750 Penalty: 2995.337158
	Iteration 15Q: 3 clusters Score -513071.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -513289.500000 Penalty: 2995.337158
	Iteration 16Q: 3 clusters Score -513289.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -513424.718750 Penalty: 2995.337158
	Iteration 17Q: 3 clusters Score -513424.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -513507.625000 Penalty: 2995.337158
	Iteration 18Q: 3 clusters Score -513507.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -513560.000000 Penalty: 2995.337158
	Iteration 19Q: 3 clusters Score -513560 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -513585.625000 Penalty: 2995.337158
	Iteration 20F: 3 clusters Score -513585.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -513603.437500 Penalty: 2995.337158
	Iteration 21Q: 3 clusters Score -513603.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -513614.468750 Penalty: 2995.337158
	Iteration 22Q: 3 clusters Score -513614.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -513624.093750 Penalty: 2995.337158
	Iteration 23Q: 3 clusters Score -513624.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -513632.968750 Penalty: 2995.337158
	Iteration 24Q: 3 clusters Score -513633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -513637.437500 Penalty: 2995.337158
	Iteration 25Q: 3 clusters Score -513637.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -513640.187500 Penalty: 2995.337158
	Iteration 26Q: 3 clusters Score -513640.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -513646.593750 Penalty: 2995.337158
	Iteration 27Q: 3 clusters Score -513646.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -513649.406250 Penalty: 2995.337158
	Iteration 28Q: 3 clusters Score -513649.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -513653.218750 Penalty: 2995.337158
	Iteration 29Q: 3 clusters Score -513653.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -513654.500000 Penalty: 2995.337158
	Iteration 30Q: 3 clusters Score -513654.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -513655.000000 Penalty: 2995.337158
	Iteration 31Q: 3 clusters Score -513655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -513655.000000 Penalty: 2995.337158
	Iteration 32F: 3 clusters Score -513655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41872 members 
Entering Unmasked Estep 
Score: -2120738.000000 Penalty: 1729.385620
	Iteration 0F: 2 clusters Score -2120738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -2092673.375000 Penalty: 3458.771240
	Iteration 0F: 3 clusters Score -2092673 nChanged 19482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -2103890.250000 Penalty: 3458.771240
	Iteration 1F: 3 clusters Score -2103890 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -2104661.500000 Penalty: 3458.771240
	Iteration 2Q: 3 clusters Score -2104662 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -2105756.000000 Penalty: 3458.771240
	Iteration 3F: 3 clusters Score -2105756 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -2107612.250000 Penalty: 3458.771240
	Iteration 4F: 3 clusters Score -2107612 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -2110321.500000 Penalty: 3458.771240
	Iteration 5F: 3 clusters Score -2110322 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -2113432.000000 Penalty: 3458.771240
	Iteration 6F: 3 clusters Score -2113432 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -2116021.000000 Penalty: 3458.771240
	Iteration 7F: 3 clusters Score -2116021 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -2117599.250000 Penalty: 3458.771240
	Iteration 8Q: 3 clusters Score -2117599 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -2118361.500000 Penalty: 3458.771240
	Iteration 9Q: 3 clusters Score -2118362 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -2118763.000000 Penalty: 3458.771240
	Iteration 10Q: 3 clusters Score -2118763 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 41280 members 
Entering Unmasked Estep 
Score: -2118979.000000 Penalty: 3458.771240
	Iteration 11Q: 3 clusters Score -2118979 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -2119109.250000 Penalty: 3458.771240
	Iteration 12Q: 3 clusters Score -2119109 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
Score: -2119162.500000 Penalty: 3458.771240
	Iteration 13Q: 3 clusters Score -2119162 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -2119193.250000 Penalty: 3458.771240
	Iteration 14Q: 3 clusters Score -2119193 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -2119212.000000 Penalty: 3458.771240
	Iteration 15Q: 3 clusters Score -2119212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -2119220.000000 Penalty: 3458.771240
	Iteration 16Q: 3 clusters Score -2119220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -2119224.000000 Penalty: 3458.771240
	Iteration 17Q: 3 clusters Score -2119224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -2119235.500000 Penalty: 3458.771240
	Iteration 18Q: 3 clusters Score -2119236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -2119243.500000 Penalty: 3458.771240
	Iteration 19Q: 3 clusters Score -2119244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -2119254.250000 Penalty: 3458.771240
	Iteration 20F: 3 clusters Score -2119254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -2119264.500000 Penalty: 3458.771240
	Iteration 21Q: 3 clusters Score -2119264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -2119269.000000 Penalty: 3458.771240
	Iteration 22Q: 3 clusters Score -2119269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -2119270.500000 Penalty: 3458.771240
	Iteration 23Q: 3 clusters Score -2119270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -2119271.250000 Penalty: 3458.771240
	Iteration 24Q: 3 clusters Score -2119271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -2119271.750000 Penalty: 3458.771240
	Iteration 25Q: 3 clusters Score -2119272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -2119272.750000 Penalty: 3458.771240
	Iteration 26Q: 3 clusters Score -2119273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -2119272.750000 Penalty: 3458.771240
	Iteration 27F: 3 clusters Score -2119273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (48242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48242 members 
Entering Unmasked Estep 
Score: -2487199.250000 Penalty: 1752.397583
	Iteration 0F: 2 clusters Score -2487199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -2454763.000000 Penalty: 3504.795166
	Iteration 0F: 3 clusters Score -2454763 nChanged 22746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -2467561.750000 Penalty: 3504.795166
	Iteration 1F: 3 clusters Score -2467562 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -2468065.000000 Penalty: 3504.795166
	Iteration 2Q: 3 clusters Score -2468065 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -2468656.500000 Penalty: 3504.795166
	Iteration 3Q: 3 clusters Score -2468656 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -2469435.500000 Penalty: 3504.795166
	Iteration 4Q: 3 clusters Score -2469436 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -2470412.250000 Penalty: 3504.795166
	Iteration 5Q: 3 clusters Score -2470412 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -2471711.000000 Penalty: 3504.795166
	Iteration 6F: 3 clusters Score -2471711 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -2473417.250000 Penalty: 3504.795166
	Iteration 7F: 3 clusters Score -2473417 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -2475672.500000 Penalty: 3504.795166
	Iteration 8F: 3 clusters Score -2475672 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -2477862.500000 Penalty: 3504.795166
	Iteration 9F: 3 clusters Score -2477862 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -2479290.250000 Penalty: 3504.795166
	Iteration 10F: 3 clusters Score -2479290 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -2480018.500000 Penalty: 3504.795166
	Iteration 11Q: 3 clusters Score -2480018 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -2480358.750000 Penalty: 3504.795166
	Iteration 12Q: 3 clusters Score -2480359 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -2480613.750000 Penalty: 3504.795166
	Iteration 13Q: 3 clusters Score -2480614 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -2480821.500000 Penalty: 3504.795166
	Iteration 14Q: 3 clusters Score -2480822 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -2480986.250000 Penalty: 3504.795166
	Iteration 15Q: 3 clusters Score -2480986 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -2481117.000000 Penalty: 3504.795166
	Iteration 16Q: 3 clusters Score -2481117 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -2481204.000000 Penalty: 3504.795166
	Iteration 17Q: 3 clusters Score -2481204 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -2481288.500000 Penalty: 3504.795166
	Iteration 18Q: 3 clusters Score -2481288 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -2481346.750000 Penalty: 3504.795166
	Iteration 19Q: 3 clusters Score -2481347 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -2481410.750000 Penalty: 3504.795166
	Iteration 20F: 3 clusters Score -2481411 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -2481459.750000 Penalty: 3504.795166
	Iteration 21Q: 3 clusters Score -2481460 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -2481508.250000 Penalty: 3504.795166
	Iteration 22Q: 3 clusters Score -2481508 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -2481562.000000 Penalty: 3504.795166
	Iteration 23Q: 3 clusters Score -2481562 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -2481595.750000 Penalty: 3504.795166
	Iteration 24Q: 3 clusters Score -2481596 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -2481643.000000 Penalty: 3504.795166
	Iteration 25Q: 3 clusters Score -2481643 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -2481679.000000 Penalty: 3504.795166
	Iteration 26Q: 3 clusters Score -2481679 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -2481707.250000 Penalty: 3504.795166
	Iteration 27Q: 3 clusters Score -2481707 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -2481735.750000 Penalty: 3504.795166
	Iteration 28Q: 3 clusters Score -2481736 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -2481779.750000 Penalty: 3504.795166
	Iteration 29Q: 3 clusters Score -2481780 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -2481820.250000 Penalty: 3504.795166
	Iteration 30Q: 3 clusters Score -2481820 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -2481849.750000 Penalty: 3504.795166
	Iteration 31Q: 3 clusters Score -2481850 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -2481887.000000 Penalty: 3504.795166
	Iteration 32Q: 3 clusters Score -2481887 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -2481933.750000 Penalty: 3504.795166
	Iteration 33Q: 3 clusters Score -2481934 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -2481968.250000 Penalty: 3504.795166
	Iteration 34Q: 3 clusters Score -2481968 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -2482028.500000 Penalty: 3504.795166
	Iteration 35Q: 3 clusters Score -2482028 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -2482092.750000 Penalty: 3504.795166
	Iteration 36Q: 3 clusters Score -2482093 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -2482160.000000 Penalty: 3504.795166
	Iteration 37Q: 3 clusters Score -2482160 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -2482206.250000 Penalty: 3504.795166
	Iteration 38Q: 3 clusters Score -2482206 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -2482255.500000 Penalty: 3504.795166
	Iteration 39Q: 3 clusters Score -2482256 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -2482331.000000 Penalty: 3504.795166
	Iteration 40F: 3 clusters Score -2482331 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -2482396.000000 Penalty: 3504.795166
	Iteration 41Q: 3 clusters Score -2482396 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -2482469.000000 Penalty: 3504.795166
	Iteration 42Q: 3 clusters Score -2482469 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -2482541.250000 Penalty: 3504.795166
	Iteration 43Q: 3 clusters Score -2482541 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -2482613.000000 Penalty: 3504.795166
	Iteration 44Q: 3 clusters Score -2482613 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -2482699.250000 Penalty: 3504.795166
	Iteration 45Q: 3 clusters Score -2482699 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -2482763.000000 Penalty: 3504.795166
	Iteration 46Q: 3 clusters Score -2482763 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -2482851.250000 Penalty: 3504.795166
	Iteration 47Q: 3 clusters Score -2482851 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -2482951.750000 Penalty: 3504.795166
	Iteration 48Q: 3 clusters Score -2482952 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -2483027.500000 Penalty: 3504.795166
	Iteration 49Q: 3 clusters Score -2483028 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -2483092.750000 Penalty: 3504.795166
	Iteration 50Q: 3 clusters Score -2483093 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -2483166.000000 Penalty: 3504.795166
	Iteration 51Q: 3 clusters Score -2483166 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -2483241.750000 Penalty: 3504.795166
	Iteration 52Q: 3 clusters Score -2483242 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -2483324.750000 Penalty: 3504.795166
	Iteration 53Q: 3 clusters Score -2483325 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -2483425.000000 Penalty: 3504.795166
	Iteration 54Q: 3 clusters Score -2483425 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -2483529.000000 Penalty: 3504.795166
	Iteration 55Q: 3 clusters Score -2483529 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -2483624.750000 Penalty: 3504.795166
	Iteration 56Q: 3 clusters Score -2483625 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -2483718.000000 Penalty: 3504.795166
	Iteration 57Q: 3 clusters Score -2483718 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 40959 members 
Entering Unmasked Estep 
Score: -2483810.250000 Penalty: 3504.795166
	Iteration 58Q: 3 clusters Score -2483810 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -2483895.750000 Penalty: 3504.795166
	Iteration 59Q: 3 clusters Score -2483896 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
Score: -2483981.000000 Penalty: 3504.795166
	Iteration 60F: 3 clusters Score -2483981 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -2484075.750000 Penalty: 3504.795166
	Iteration 61Q: 3 clusters Score -2484076 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
Score: -2484166.250000 Penalty: 3504.795166
	Iteration 62Q: 3 clusters Score -2484166 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -2484239.500000 Penalty: 3504.795166
	Iteration 63Q: 3 clusters Score -2484240 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 43043 members 
Entering Unmasked Estep 
Score: -2484321.000000 Penalty: 3504.795166
	Iteration 64Q: 3 clusters Score -2484321 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -2484403.250000 Penalty: 3504.795166
	Iteration 65Q: 3 clusters Score -2484403 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -2484485.250000 Penalty: 3504.795166
	Iteration 66Q: 3 clusters Score -2484485 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 44011 members 
Entering Unmasked Estep 
Score: -2484567.250000 Penalty: 3504.795166
	Iteration 67Q: 3 clusters Score -2484567 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -2484659.750000 Penalty: 3504.795166
	Iteration 68Q: 3 clusters Score -2484660 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 44600 members 
Entering Unmasked Estep 
Score: -2484757.250000 Penalty: 3504.795166
	Iteration 69Q: 3 clusters Score -2484757 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 44888 members 
Entering Unmasked Estep 
Score: -2484851.500000 Penalty: 3504.795166
	Iteration 70Q: 3 clusters Score -2484852 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -2484953.750000 Penalty: 3504.795166
	Iteration 71Q: 3 clusters Score -2484954 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -2485042.500000 Penalty: 3504.795166
	Iteration 72Q: 3 clusters Score -2485042 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 45595 members 
Entering Unmasked Estep 
Score: -2485113.750000 Penalty: 3504.795166
	Iteration 73Q: 3 clusters Score -2485114 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -2485172.750000 Penalty: 3504.795166
	Iteration 74Q: 3 clusters Score -2485173 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -2485233.750000 Penalty: 3504.795166
	Iteration 75Q: 3 clusters Score -2485234 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -2485283.500000 Penalty: 3504.795166
	Iteration 76Q: 3 clusters Score -2485284 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 46245 members 
Entering Unmasked Estep 
Score: -2485349.500000 Penalty: 3504.795166
	Iteration 77Q: 3 clusters Score -2485350 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 46387 members 
Entering Unmasked Estep 
Score: -2485393.250000 Penalty: 3504.795166
	Iteration 78Q: 3 clusters Score -2485393 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 46510 members 
Entering Unmasked Estep 
Score: -2485441.000000 Penalty: 3504.795166
	Iteration 79Q: 3 clusters Score -2485441 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
Score: -2485480.500000 Penalty: 3504.795166
	Iteration 80F: 3 clusters Score -2485480 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 46716 members 
Entering Unmasked Estep 
Score: -2485515.500000 Penalty: 3504.795166
	Iteration 81Q: 3 clusters Score -2485516 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -2485545.500000 Penalty: 3504.795166
	Iteration 82Q: 3 clusters Score -2485546 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -2485555.500000 Penalty: 3504.795166
	Iteration 83Q: 3 clusters Score -2485556 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 46906 members 
Entering Unmasked Estep 
Score: -2485576.000000 Penalty: 3504.795166
	Iteration 84Q: 3 clusters Score -2485576 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 46961 members 
Entering Unmasked Estep 
Score: -2485594.000000 Penalty: 3504.795166
	Iteration 85Q: 3 clusters Score -2485594 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -2485608.000000 Penalty: 3504.795166
	Iteration 86Q: 3 clusters Score -2485608 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 47048 members 
Entering Unmasked Estep 
Score: -2485617.750000 Penalty: 3504.795166
	Iteration 87Q: 3 clusters Score -2485618 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 47084 members 
Entering Unmasked Estep 
Score: -2485632.750000 Penalty: 3504.795166
	Iteration 88Q: 3 clusters Score -2485633 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 47123 members 
Entering Unmasked Estep 
Score: -2485650.250000 Penalty: 3504.795166
	Iteration 89Q: 3 clusters Score -2485650 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 47156 members 
Entering Unmasked Estep 
Score: -2485663.250000 Penalty: 3504.795166
	Iteration 90Q: 3 clusters Score -2485663 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 47185 members 
Entering Unmasked Estep 
Score: -2485667.000000 Penalty: 3504.795166
	Iteration 91Q: 3 clusters Score -2485667 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 47209 members 
Entering Unmasked Estep 
Score: -2485670.750000 Penalty: 3504.795166
	Iteration 92Q: 3 clusters Score -2485671 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 47234 members 
Entering Unmasked Estep 
Score: -2485673.750000 Penalty: 3504.795166
	Iteration 93Q: 3 clusters Score -2485674 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 47264 members 
Entering Unmasked Estep 
Score: -2485688.250000 Penalty: 3504.795166
	Iteration 94Q: 3 clusters Score -2485688 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 47292 members 
Entering Unmasked Estep 
Score: -2485705.250000 Penalty: 3504.795166
	Iteration 95Q: 3 clusters Score -2485705 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 47322 members 
Entering Unmasked Estep 
Score: -2485717.500000 Penalty: 3504.795166
	Iteration 96Q: 3 clusters Score -2485718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 47346 members 
Entering Unmasked Estep 
Score: -2485730.250000 Penalty: 3504.795166
	Iteration 97Q: 3 clusters Score -2485730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 47361 members 
Entering Unmasked Estep 
Score: -2485735.750000 Penalty: 3504.795166
	Iteration 98Q: 3 clusters Score -2485736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 47373 members 
Entering Unmasked Estep 
Score: -2485739.500000 Penalty: 3504.795166
	Iteration 99Q: 3 clusters Score -2485740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 47381 members 
Entering Unmasked Estep 
Score: -2485744.500000 Penalty: 3504.795166
	Iteration 100F: 3 clusters Score -2485744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 47389 members 
Entering Unmasked Estep 
Score: -2485746.250000 Penalty: 3504.795166
	Iteration 101Q: 3 clusters Score -2485746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 47394 members 
Entering Unmasked Estep 
Score: -2485748.750000 Penalty: 3504.795166
	Iteration 102Q: 3 clusters Score -2485749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 47397 members 
Entering Unmasked Estep 
Score: -2485749.250000 Penalty: 3504.795166
	Iteration 103Q: 3 clusters Score -2485749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 47400 members 
Entering Unmasked Estep 
Score: -2485749.500000 Penalty: 3504.795166
	Iteration 104Q: 3 clusters Score -2485750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 47401 members 
Entering Unmasked Estep 
Score: -2485749.000000 Penalty: 3504.795166
	Iteration 105Q: 3 clusters Score -2485749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 47401 members 
Entering Unmasked Estep 
Score: -2485749.000000 Penalty: 3504.795166
	Iteration 106F: 3 clusters Score -2485749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (194879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194879 members 
Entering Unmasked Estep 
Score: -9806058.000000 Penalty: 1979.271729
	Iteration 0F: 2 clusters Score -9806058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97540 members 
Mstep: Class 2 contains 97339 members 
Entering Unmasked Estep 
Score: -9675502.000000 Penalty: 3958.543457
	Iteration 0F: 3 clusters Score -9675502 nChanged 94226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99460 members 
Mstep: Class 2 contains 95419 members 
Entering Unmasked Estep 
Score: -9731349.000000 Penalty: 3958.543457
	Iteration 1F: 3 clusters Score -9731349 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100952 members 
Mstep: Class 2 contains 93927 members 
Entering Unmasked Estep 
Score: -9732668.000000 Penalty: 3958.543457
	Iteration 2Q: 3 clusters Score -9732668 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102972 members 
Mstep: Class 2 contains 91907 members 
Entering Unmasked Estep 
Score: -9734347.000000 Penalty: 3958.543457
	Iteration 3Q: 3 clusters Score -9734347 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105784 members 
Mstep: Class 2 contains 89095 members 
Entering Unmasked Estep 
Score: -9736361.000000 Penalty: 3958.543457
	Iteration 4Q: 3 clusters Score -9736361 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109774 members 
Mstep: Class 2 contains 85105 members 
Entering Unmasked Estep 
Score: -9738962.000000 Penalty: 3958.543457
	Iteration 5Q: 3 clusters Score -9738962 nChanged 8233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115295 members 
Mstep: Class 2 contains 79584 members 
Entering Unmasked Estep 
Score: -9742370.000000 Penalty: 3958.543457
	Iteration 6Q: 3 clusters Score -9742370 nChanged 9667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122676 members 
Mstep: Class 2 contains 72203 members 
Entering Unmasked Estep 
Score: -9747235.000000 Penalty: 3958.543457
	Iteration 7Q: 3 clusters Score -9747235 nChanged 11007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131873 members 
Mstep: Class 2 contains 63006 members 
Entering Unmasked Estep 
Score: -9754183.000000 Penalty: 3958.543457
	Iteration 8F: 3 clusters Score -9754183 nChanged 11866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142237 members 
Mstep: Class 2 contains 52642 members 
Entering Unmasked Estep 
Score: -9763043.000000 Penalty: 3958.543457
	Iteration 9F: 3 clusters Score -9763043 nChanged 11338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152305 members 
Mstep: Class 2 contains 42574 members 
Entering Unmasked Estep 
Score: -9772330.000000 Penalty: 3958.543457
	Iteration 10F: 3 clusters Score -9772330 nChanged 9495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160742 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -9779741.000000 Penalty: 3958.543457
	Iteration 11Q: 3 clusters Score -9779741 nChanged 7335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167265 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -9784814.000000 Penalty: 3958.543457
	Iteration 12Q: 3 clusters Score -9784814 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172533 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -9788550.000000 Penalty: 3958.543457
	Iteration 13Q: 3 clusters Score -9788550 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177065 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -9791482.000000 Penalty: 3958.543457
	Iteration 14Q: 3 clusters Score -9791482 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181045 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -9794174.000000 Penalty: 3958.543457
	Iteration 15Q: 3 clusters Score -9794174 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184598 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -9796562.000000 Penalty: 3958.543457
	Iteration 16Q: 3 clusters Score -9796562 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187634 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -9798818.000000 Penalty: 3958.543457
	Iteration 17Q: 3 clusters Score -9798818 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190080 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -9800667.000000 Penalty: 3958.543457
	Iteration 18Q: 3 clusters Score -9800667 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191882 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -9802075.000000 Penalty: 3958.543457
	Iteration 19Q: 3 clusters Score -9802075 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193063 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -9802998.000000 Penalty: 3958.543457
	Iteration 20F: 3 clusters Score -9802998 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193771 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -9803530.000000 Penalty: 3958.543457
	Iteration 21Q: 3 clusters Score -9803530 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194161 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -9803821.000000 Penalty: 3958.543457
	Iteration 22Q: 3 clusters Score -9803821 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194358 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -9803992.000000 Penalty: 3958.543457
	Iteration 23Q: 3 clusters Score -9803992 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194472 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -9804080.000000 Penalty: 3958.543457
	Iteration 24Q: 3 clusters Score -9804080 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194530 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -9804130.000000 Penalty: 3958.543457
	Iteration 25Q: 3 clusters Score -9804130 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194565 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9804183.000000 Penalty: 3958.543457
	Iteration 26Q: 3 clusters Score -9804183 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194591 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9804229.000000 Penalty: 3958.543457
	Iteration 27Q: 3 clusters Score -9804229 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194614 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -9804246.000000 Penalty: 3958.543457
	Iteration 28Q: 3 clusters Score -9804246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194624 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -9804260.000000 Penalty: 3958.543457
	Iteration 29Q: 3 clusters Score -9804260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194628 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -9804256.000000 Penalty: 3958.543457
	Iteration 30Q: 3 clusters Score -9804256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194629 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -9804255.000000 Penalty: 3958.543457
	Iteration 31Q: 3 clusters Score -9804255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194631 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -9804258.000000 Penalty: 3958.543457
	Iteration 32Q: 3 clusters Score -9804258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194634 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -9804255.000000 Penalty: 3958.543457
	Iteration 33Q: 3 clusters Score -9804255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194639 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -9804264.000000 Penalty: 3958.543457
	Iteration 34Q: 3 clusters Score -9804264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194642 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -9804260.000000 Penalty: 3958.543457
	Iteration 35Q: 3 clusters Score -9804260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194643 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -9804268.000000 Penalty: 3958.543457
	Iteration 36Q: 3 clusters Score -9804268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194644 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -9804272.000000 Penalty: 3958.543457
	Iteration 37Q: 3 clusters Score -9804272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194645 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9804271.000000 Penalty: 3958.543457
	Iteration 38Q: 3 clusters Score -9804271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194647 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9804278.000000 Penalty: 3958.543457
	Iteration 39Q: 3 clusters Score -9804278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194648 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -9804277.000000 Penalty: 3958.543457
	Iteration 40F: 3 clusters Score -9804277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194652 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9804291.000000 Penalty: 3958.543457
	Iteration 41Q: 3 clusters Score -9804291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194651 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -9804288.000000 Penalty: 3958.543457
	Iteration 42Q: 3 clusters Score -9804288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194654 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -9804295.000000 Penalty: 3958.543457
	Iteration 43Q: 3 clusters Score -9804295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194654 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -9804295.000000 Penalty: 3958.543457
	Iteration 44F: 3 clusters Score -9804295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Entering Unmasked Estep 
Score: -120549.234375 Penalty: 1250.929688
	Iteration 0F: 2 clusters Score -120549.2 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 1157 members 
Entering Unmasked Estep 
Score: -118283.929688 Penalty: 2501.859375
	Iteration 0F: 3 clusters Score -118283.9 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -118754.570312 Penalty: 2501.859375
	Iteration 1F: 3 clusters Score -118754.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -118853.046875 Penalty: 2501.859375
	Iteration 2F: 3 clusters Score -118853 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -118918.562500 Penalty: 2501.859375
	Iteration 3Q: 3 clusters Score -118918.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -118961.367188 Penalty: 2501.859375
	Iteration 4Q: 3 clusters Score -118961.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -118996.867188 Penalty: 2501.859375
	Iteration 5Q: 3 clusters Score -118996.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -119021.945312 Penalty: 2501.859375
	Iteration 6Q: 3 clusters Score -119021.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -119037.507812 Penalty: 2501.859375
	Iteration 7Q: 3 clusters Score -119037.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -119052.578125 Penalty: 2501.859375
	Iteration 8Q: 3 clusters Score -119052.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -119063.718750 Penalty: 2501.859375
	Iteration 9Q: 3 clusters Score -119063.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -119070.960938 Penalty: 2501.859375
	Iteration 10Q: 3 clusters Score -119071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -119077.343750 Penalty: 2501.859375
	Iteration 11Q: 3 clusters Score -119077.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -119081.617188 Penalty: 2501.859375
	Iteration 12Q: 3 clusters Score -119081.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -119085.656250 Penalty: 2501.859375
	Iteration 13Q: 3 clusters Score -119085.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -119088.710938 Penalty: 2501.859375
	Iteration 14Q: 3 clusters Score -119088.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -119089.460938 Penalty: 2501.859375
	Iteration 15Q: 3 clusters Score -119089.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -119090.007812 Penalty: 2501.859375
	Iteration 16Q: 3 clusters Score -119090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -119090.304688 Penalty: 2501.859375
	Iteration 17Q: 3 clusters Score -119090.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -119090.304688 Penalty: 2501.859375
	Iteration 18F: 3 clusters Score -119090.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Entering Unmasked Estep 
Score: -1300555.875000 Penalty: 1640.748535
	Iteration 0F: 2 clusters Score -1300556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1284067.250000 Penalty: 3281.497070
	Iteration 0F: 3 clusters Score -1284067 nChanged 11112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1290071.500000 Penalty: 3281.497070
	Iteration 1F: 3 clusters Score -1290072 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1290323.500000 Penalty: 3281.497070
	Iteration 2Q: 3 clusters Score -1290324 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1290497.500000 Penalty: 3281.497070
	Iteration 3Q: 3 clusters Score -1290498 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1290658.125000 Penalty: 3281.497070
	Iteration 4Q: 3 clusters Score -1290658 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1290811.500000 Penalty: 3281.497070
	Iteration 5Q: 3 clusters Score -1290812 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1290973.125000 Penalty: 3281.497070
	Iteration 6Q: 3 clusters Score -1290973 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1291128.625000 Penalty: 3281.497070
	Iteration 7Q: 3 clusters Score -1291129 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1291329.625000 Penalty: 3281.497070
	Iteration 8Q: 3 clusters Score -1291330 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1291563.000000 Penalty: 3281.497070
	Iteration 9Q: 3 clusters Score -1291563 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1291900.125000 Penalty: 3281.497070
	Iteration 10Q: 3 clusters Score -1291900 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1292363.125000 Penalty: 3281.497070
	Iteration 11Q: 3 clusters Score -1292363 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1293101.750000 Penalty: 3281.497070
	Iteration 12Q: 3 clusters Score -1293102 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1294187.750000 Penalty: 3281.497070
	Iteration 13F: 3 clusters Score -1294188 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1295453.875000 Penalty: 3281.497070
	Iteration 14F: 3 clusters Score -1295454 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1296602.375000 Penalty: 3281.497070
	Iteration 15F: 3 clusters Score -1296602 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1297449.875000 Penalty: 3281.497070
	Iteration 16Q: 3 clusters Score -1297450 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1297973.375000 Penalty: 3281.497070
	Iteration 17Q: 3 clusters Score -1297973 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1298290.125000 Penalty: 3281.497070
	Iteration 18Q: 3 clusters Score -1298290 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1298494.875000 Penalty: 3281.497070
	Iteration 19Q: 3 clusters Score -1298495 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1298650.125000 Penalty: 3281.497070
	Iteration 20F: 3 clusters Score -1298650 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1298771.250000 Penalty: 3281.497070
	Iteration 21Q: 3 clusters Score -1298771 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1298859.500000 Penalty: 3281.497070
	Iteration 22Q: 3 clusters Score -1298860 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1298920.875000 Penalty: 3281.497070
	Iteration 23Q: 3 clusters Score -1298921 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1298969.750000 Penalty: 3281.497070
	Iteration 24Q: 3 clusters Score -1298970 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1299007.125000 Penalty: 3281.497070
	Iteration 25Q: 3 clusters Score -1299007 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1299034.625000 Penalty: 3281.497070
	Iteration 26Q: 3 clusters Score -1299035 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1299057.875000 Penalty: 3281.497070
	Iteration 27Q: 3 clusters Score -1299058 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1299076.750000 Penalty: 3281.497070
	Iteration 28Q: 3 clusters Score -1299077 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1299091.250000 Penalty: 3281.497070
	Iteration 29Q: 3 clusters Score -1299091 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1299103.125000 Penalty: 3281.497070
	Iteration 30Q: 3 clusters Score -1299103 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1299116.000000 Penalty: 3281.497070
	Iteration 31Q: 3 clusters Score -1299116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1299127.000000 Penalty: 3281.497070
	Iteration 32Q: 3 clusters Score -1299127 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1299133.500000 Penalty: 3281.497070
	Iteration 33Q: 3 clusters Score -1299134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1299139.375000 Penalty: 3281.497070
	Iteration 34Q: 3 clusters Score -1299139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1299143.875000 Penalty: 3281.497070
	Iteration 35Q: 3 clusters Score -1299144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1299147.125000 Penalty: 3281.497070
	Iteration 36Q: 3 clusters Score -1299147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1299148.625000 Penalty: 3281.497070
	Iteration 37Q: 3 clusters Score -1299149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1299148.375000 Penalty: 3281.497070
	Iteration 38Q: 3 clusters Score -1299148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1299149.625000 Penalty: 3281.497070
	Iteration 39Q: 3 clusters Score -1299150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1299152.500000 Penalty: 3281.497070
	Iteration 40F: 3 clusters Score -1299152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1299151.375000 Penalty: 3281.497070
	Iteration 41Q: 3 clusters Score -1299151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1299152.625000 Penalty: 3281.497070
	Iteration 42Q: 3 clusters Score -1299153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1299153.875000 Penalty: 3281.497070
	Iteration 43Q: 3 clusters Score -1299154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1299154.375000 Penalty: 3281.497070
	Iteration 44Q: 3 clusters Score -1299154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1299154.375000 Penalty: 3281.497070
	Iteration 45F: 3 clusters Score -1299154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Entering Unmasked Estep 
Score: -192365.250000 Penalty: 1363.234009
	Iteration 0F: 2 clusters Score -192365.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -188748.031250 Penalty: 2726.468018
	Iteration 0F: 3 clusters Score -188748 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -189758.968750 Penalty: 2726.468018
	Iteration 1F: 3 clusters Score -189759 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -189949.500000 Penalty: 2726.468018
	Iteration 2F: 3 clusters Score -189949.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -190109.125000 Penalty: 2726.468018
	Iteration 3F: 3 clusters Score -190109.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -190250.093750 Penalty: 2726.468018
	Iteration 4Q: 3 clusters Score -190250.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -190368.875000 Penalty: 2726.468018
	Iteration 5Q: 3 clusters Score -190368.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -190488.890625 Penalty: 2726.468018
	Iteration 6Q: 3 clusters Score -190488.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -190600.250000 Penalty: 2726.468018
	Iteration 7Q: 3 clusters Score -190600.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -190692.093750 Penalty: 2726.468018
	Iteration 8Q: 3 clusters Score -190692.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -190764.500000 Penalty: 2726.468018
	Iteration 9Q: 3 clusters Score -190764.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -190832.375000 Penalty: 2726.468018
	Iteration 10Q: 3 clusters Score -190832.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -190892.234375 Penalty: 2726.468018
	Iteration 11Q: 3 clusters Score -190892.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -190952.937500 Penalty: 2726.468018
	Iteration 12Q: 3 clusters Score -190952.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -191010.328125 Penalty: 2726.468018
	Iteration 13Q: 3 clusters Score -191010.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -191056.453125 Penalty: 2726.468018
	Iteration 14Q: 3 clusters Score -191056.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -191101.765625 Penalty: 2726.468018
	Iteration 15Q: 3 clusters Score -191101.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -191156.562500 Penalty: 2726.468018
	Iteration 16Q: 3 clusters Score -191156.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -191207.187500 Penalty: 2726.468018
	Iteration 17Q: 3 clusters Score -191207.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -191248.812500 Penalty: 2726.468018
	Iteration 18Q: 3 clusters Score -191248.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -191277.015625 Penalty: 2726.468018
	Iteration 19Q: 3 clusters Score -191277 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -191304.343750 Penalty: 2726.468018
	Iteration 20F: 3 clusters Score -191304.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -191324.234375 Penalty: 2726.468018
	Iteration 21Q: 3 clusters Score -191324.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -191342.843750 Penalty: 2726.468018
	Iteration 22Q: 3 clusters Score -191342.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -191356.218750 Penalty: 2726.468018
	Iteration 23Q: 3 clusters Score -191356.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -191365.921875 Penalty: 2726.468018
	Iteration 24Q: 3 clusters Score -191365.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -191370.640625 Penalty: 2726.468018
	Iteration 25Q: 3 clusters Score -191370.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -191377.375000 Penalty: 2726.468018
	Iteration 26Q: 3 clusters Score -191377.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -191381.906250 Penalty: 2726.468018
	Iteration 27Q: 3 clusters Score -191381.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -191389.265625 Penalty: 2726.468018
	Iteration 28Q: 3 clusters Score -191389.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -191395.265625 Penalty: 2726.468018
	Iteration 29Q: 3 clusters Score -191395.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -191398.265625 Penalty: 2726.468018
	Iteration 30Q: 3 clusters Score -191398.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -191400.468750 Penalty: 2726.468018
	Iteration 31Q: 3 clusters Score -191400.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -191402.546875 Penalty: 2726.468018
	Iteration 32Q: 3 clusters Score -191402.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -191404.453125 Penalty: 2726.468018
	Iteration 33Q: 3 clusters Score -191404.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -191406.812500 Penalty: 2726.468018
	Iteration 34Q: 3 clusters Score -191406.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -191407.937500 Penalty: 2726.468018
	Iteration 35Q: 3 clusters Score -191407.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -191409.203125 Penalty: 2726.468018
	Iteration 36Q: 3 clusters Score -191409.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -191410.750000 Penalty: 2726.468018
	Iteration 37Q: 3 clusters Score -191410.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -191412.625000 Penalty: 2726.468018
	Iteration 38Q: 3 clusters Score -191412.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -191413.406250 Penalty: 2726.468018
	Iteration 39Q: 3 clusters Score -191413.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -191414.781250 Penalty: 2726.468018
	Iteration 40F: 3 clusters Score -191414.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -191415.234375 Penalty: 2726.468018
	Iteration 41Q: 3 clusters Score -191415.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -191415.406250 Penalty: 2726.468018
	Iteration 42Q: 3 clusters Score -191415.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -191415.406250 Penalty: 2726.468018
	Iteration 43F: 3 clusters Score -191415.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Entering Unmasked Estep 
Score: -75740.460938 Penalty: 1205.941284
	Iteration 0F: 2 clusters Score -75740.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -73886.421875 Penalty: 2411.882568
	Iteration 0F: 3 clusters Score -73886.42 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -74230.054688 Penalty: 2411.882568
	Iteration 1F: 3 clusters Score -74230.05 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -74319.835938 Penalty: 2411.882568
	Iteration 2F: 3 clusters Score -74319.84 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -74360.687500 Penalty: 2411.882568
	Iteration 3Q: 3 clusters Score -74360.69 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -74380.218750 Penalty: 2411.882568
	Iteration 4Q: 3 clusters Score -74380.22 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -74397.359375 Penalty: 2411.882568
	Iteration 5Q: 3 clusters Score -74397.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -74408.117188 Penalty: 2411.882568
	Iteration 6Q: 3 clusters Score -74408.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -74418.250000 Penalty: 2411.882568
	Iteration 7Q: 3 clusters Score -74418.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -74424.960938 Penalty: 2411.882568
	Iteration 8Q: 3 clusters Score -74424.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -74428.750000 Penalty: 2411.882568
	Iteration 9Q: 3 clusters Score -74428.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -74430.640625 Penalty: 2411.882568
	Iteration 10Q: 3 clusters Score -74430.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -74431.671875 Penalty: 2411.882568
	Iteration 11Q: 3 clusters Score -74431.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -74432.546875 Penalty: 2411.882568
	Iteration 12Q: 3 clusters Score -74432.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -74433.257812 Penalty: 2411.882568
	Iteration 13Q: 3 clusters Score -74433.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -74434.234375 Penalty: 2411.882568
	Iteration 14Q: 3 clusters Score -74434.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -74434.234375 Penalty: 2411.882568
	Iteration 15F: 3 clusters Score -74434.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Entering Unmasked Estep 
Score: -503894.406250 Penalty: 1492.165649
	Iteration 0F: 2 clusters Score -503894.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -496873.625000 Penalty: 2984.331299
	Iteration 0F: 3 clusters Score -496873.6 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -499140.375000 Penalty: 2984.331299
	Iteration 1F: 3 clusters Score -499140.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -499350.281250 Penalty: 2984.331299
	Iteration 2F: 3 clusters Score -499350.3 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -499526.843750 Penalty: 2984.331299
	Iteration 3Q: 3 clusters Score -499526.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -499671.812500 Penalty: 2984.331299
	Iteration 4Q: 3 clusters Score -499671.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -499793.468750 Penalty: 2984.331299
	Iteration 5Q: 3 clusters Score -499793.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -499887.906250 Penalty: 2984.331299
	Iteration 6Q: 3 clusters Score -499887.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -499963.750000 Penalty: 2984.331299
	Iteration 7Q: 3 clusters Score -499963.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -500026.656250 Penalty: 2984.331299
	Iteration 8Q: 3 clusters Score -500026.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -500101.125000 Penalty: 2984.331299
	Iteration 9Q: 3 clusters Score -500101.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -500188.250000 Penalty: 2984.331299
	Iteration 10Q: 3 clusters Score -500188.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -500304.437500 Penalty: 2984.331299
	Iteration 11Q: 3 clusters Score -500304.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -500457.062500 Penalty: 2984.331299
	Iteration 12Q: 3 clusters Score -500457.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -500647.937500 Penalty: 2984.331299
	Iteration 13Q: 3 clusters Score -500647.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -500870.875000 Penalty: 2984.331299
	Iteration 14Q: 3 clusters Score -500870.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -501085.125000 Penalty: 2984.331299
	Iteration 15Q: 3 clusters Score -501085.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -501258.125000 Penalty: 2984.331299
	Iteration 16Q: 3 clusters Score -501258.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -501360.156250 Penalty: 2984.331299
	Iteration 17Q: 3 clusters Score -501360.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -501426.093750 Penalty: 2984.331299
	Iteration 18Q: 3 clusters Score -501426.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -501473.218750 Penalty: 2984.331299
	Iteration 19Q: 3 clusters Score -501473.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -501510.750000 Penalty: 2984.331299
	Iteration 20F: 3 clusters Score -501510.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -501537.093750 Penalty: 2984.331299
	Iteration 21Q: 3 clusters Score -501537.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -501556.031250 Penalty: 2984.331299
	Iteration 22Q: 3 clusters Score -501556 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -501571.406250 Penalty: 2984.331299
	Iteration 23Q: 3 clusters Score -501571.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -501589.468750 Penalty: 2984.331299
	Iteration 24Q: 3 clusters Score -501589.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -501606.531250 Penalty: 2984.331299
	Iteration 25Q: 3 clusters Score -501606.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -501622.093750 Penalty: 2984.331299
	Iteration 26Q: 3 clusters Score -501622.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -501635.281250 Penalty: 2984.331299
	Iteration 27Q: 3 clusters Score -501635.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -501648.625000 Penalty: 2984.331299
	Iteration 28Q: 3 clusters Score -501648.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -501669.687500 Penalty: 2984.331299
	Iteration 29Q: 3 clusters Score -501669.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -501689.281250 Penalty: 2984.331299
	Iteration 30Q: 3 clusters Score -501689.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -501710.843750 Penalty: 2984.331299
	Iteration 31Q: 3 clusters Score -501710.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -501728.968750 Penalty: 2984.331299
	Iteration 32Q: 3 clusters Score -501729 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -501748.281250 Penalty: 2984.331299
	Iteration 33Q: 3 clusters Score -501748.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -501768.062500 Penalty: 2984.331299
	Iteration 34Q: 3 clusters Score -501768.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -501785.812500 Penalty: 2984.331299
	Iteration 35Q: 3 clusters Score -501785.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -501807.718750 Penalty: 2984.331299
	Iteration 36Q: 3 clusters Score -501807.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -501831.125000 Penalty: 2984.331299
	Iteration 37Q: 3 clusters Score -501831.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -501857.906250 Penalty: 2984.331299
	Iteration 38Q: 3 clusters Score -501857.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -501879.750000 Penalty: 2984.331299
	Iteration 39Q: 3 clusters Score -501879.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -501906.093750 Penalty: 2984.331299
	Iteration 40F: 3 clusters Score -501906.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -501928.687500 Penalty: 2984.331299
	Iteration 41Q: 3 clusters Score -501928.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -501947.968750 Penalty: 2984.331299
	Iteration 42Q: 3 clusters Score -501948 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -501965.718750 Penalty: 2984.331299
	Iteration 43Q: 3 clusters Score -501965.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -501984.687500 Penalty: 2984.331299
	Iteration 44Q: 3 clusters Score -501984.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -501999.093750 Penalty: 2984.331299
	Iteration 45Q: 3 clusters Score -501999.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -502013.437500 Penalty: 2984.331299
	Iteration 46Q: 3 clusters Score -502013.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -502027.125000 Penalty: 2984.331299
	Iteration 47Q: 3 clusters Score -502027.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -502040.687500 Penalty: 2984.331299
	Iteration 48Q: 3 clusters Score -502040.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -502054.437500 Penalty: 2984.331299
	Iteration 49Q: 3 clusters Score -502054.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -502067.968750 Penalty: 2984.331299
	Iteration 50Q: 3 clusters Score -502068 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -502080.406250 Penalty: 2984.331299
	Iteration 51Q: 3 clusters Score -502080.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -502086.625000 Penalty: 2984.331299
	Iteration 52Q: 3 clusters Score -502086.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -502095.437500 Penalty: 2984.331299
	Iteration 53Q: 3 clusters Score -502095.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -502101.312500 Penalty: 2984.331299
	Iteration 54Q: 3 clusters Score -502101.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -502109.062500 Penalty: 2984.331299
	Iteration 55Q: 3 clusters Score -502109.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -502113.718750 Penalty: 2984.331299
	Iteration 56Q: 3 clusters Score -502113.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -502122.312500 Penalty: 2984.331299
	Iteration 57Q: 3 clusters Score -502122.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -502135.093750 Penalty: 2984.331299
	Iteration 58Q: 3 clusters Score -502135.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -502146.812500 Penalty: 2984.331299
	Iteration 59Q: 3 clusters Score -502146.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -502158.531250 Penalty: 2984.331299
	Iteration 60F: 3 clusters Score -502158.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -502168.687500 Penalty: 2984.331299
	Iteration 61Q: 3 clusters Score -502168.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -502176.093750 Penalty: 2984.331299
	Iteration 62Q: 3 clusters Score -502176.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -502188.906250 Penalty: 2984.331299
	Iteration 63Q: 3 clusters Score -502188.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -502199.968750 Penalty: 2984.331299
	Iteration 64Q: 3 clusters Score -502200 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -502213.375000 Penalty: 2984.331299
	Iteration 65Q: 3 clusters Score -502213.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -502224.125000 Penalty: 2984.331299
	Iteration 66Q: 3 clusters Score -502224.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -502242.562500 Penalty: 2984.331299
	Iteration 67Q: 3 clusters Score -502242.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -502258.125000 Penalty: 2984.331299
	Iteration 68Q: 3 clusters Score -502258.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -502274.531250 Penalty: 2984.331299
	Iteration 69Q: 3 clusters Score -502274.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -502290.875000 Penalty: 2984.331299
	Iteration 70Q: 3 clusters Score -502290.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -502307.781250 Penalty: 2984.331299
	Iteration 71Q: 3 clusters Score -502307.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -502325.906250 Penalty: 2984.331299
	Iteration 72Q: 3 clusters Score -502325.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -502344.812500 Penalty: 2984.331299
	Iteration 73Q: 3 clusters Score -502344.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -502366.437500 Penalty: 2984.331299
	Iteration 74Q: 3 clusters Score -502366.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -502388.937500 Penalty: 2984.331299
	Iteration 75Q: 3 clusters Score -502388.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -502407.375000 Penalty: 2984.331299
	Iteration 76Q: 3 clusters Score -502407.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -502425.468750 Penalty: 2984.331299
	Iteration 77Q: 3 clusters Score -502425.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -502447.843750 Penalty: 2984.331299
	Iteration 78Q: 3 clusters Score -502447.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -502469.156250 Penalty: 2984.331299
	Iteration 79Q: 3 clusters Score -502469.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -502484.250000 Penalty: 2984.331299
	Iteration 80F: 3 clusters Score -502484.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -502496.062500 Penalty: 2984.331299
	Iteration 81Q: 3 clusters Score -502496.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -502505.968750 Penalty: 2984.331299
	Iteration 82Q: 3 clusters Score -502506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -502515.406250 Penalty: 2984.331299
	Iteration 83Q: 3 clusters Score -502515.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -502522.562500 Penalty: 2984.331299
	Iteration 84Q: 3 clusters Score -502522.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -502526.437500 Penalty: 2984.331299
	Iteration 85Q: 3 clusters Score -502526.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -502528.812500 Penalty: 2984.331299
	Iteration 86Q: 3 clusters Score -502528.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -502531.031250 Penalty: 2984.331299
	Iteration 87Q: 3 clusters Score -502531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -502533.562500 Penalty: 2984.331299
	Iteration 88Q: 3 clusters Score -502533.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -502534.625000 Penalty: 2984.331299
	Iteration 89Q: 3 clusters Score -502534.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -502534.406250 Penalty: 2984.331299
	Iteration 90Q: 3 clusters Score -502534.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -502534.031250 Penalty: 2984.331299
	Iteration 91Q: 3 clusters Score -502534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -502533.343750 Penalty: 2984.331299
	Iteration 92Q: 3 clusters Score -502533.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -502536.875000 Penalty: 2984.331299
	Iteration 93Q: 3 clusters Score -502536.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -502536.156250 Penalty: 2984.331299
	Iteration 94Q: 3 clusters Score -502536.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -502536.875000 Penalty: 2984.331299
	Iteration 95Q: 3 clusters Score -502536.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -502537.812500 Penalty: 2984.331299
	Iteration 96Q: 3 clusters Score -502537.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -502538.000000 Penalty: 2984.331299
	Iteration 97Q: 3 clusters Score -502538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -502538.281250 Penalty: 2984.331299
	Iteration 98Q: 3 clusters Score -502538.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -502538.250000 Penalty: 2984.331299
	Iteration 99Q: 3 clusters Score -502538.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -502539.156250 Penalty: 2984.331299
	Iteration 100F: 3 clusters Score -502539.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -502539.250000 Penalty: 2984.331299
	Iteration 101Q: 3 clusters Score -502539.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -502538.375000 Penalty: 2984.331299
	Iteration 102Q: 3 clusters Score -502538.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -502539.625000 Penalty: 2984.331299
	Iteration 103Q: 3 clusters Score -502539.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -502539.718750 Penalty: 2984.331299
	Iteration 104Q: 3 clusters Score -502539.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -502540.500000 Penalty: 2984.331299
	Iteration 105Q: 3 clusters Score -502540.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -502540.843750 Penalty: 2984.331299
	Iteration 106Q: 3 clusters Score -502540.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -502541.656250 Penalty: 2984.331299
	Iteration 107Q: 3 clusters Score -502541.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -502542.812500 Penalty: 2984.331299
	Iteration 108Q: 3 clusters Score -502542.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -502542.812500 Penalty: 2984.331299
	Iteration 109F: 3 clusters Score -502542.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 7052 members 
Mstep: Class 3 contains 36680 members 
Mstep: Class 5 contains 43760 members 
Mstep: Class 7 contains 150612 members 
Mstep: Class 9 contains 10061 members 
Mstep: Class 11 contains 41872 members 
Mstep: Class 12 contains 48242 members 
Mstep: Class 13 contains 194879 members 
Mstep: Class 15 contains 2204 members 
Mstep: Class 16 contains 24268 members 
Mstep: Class 17 contains 4399 members 
Mstep: Class 20 contains 1671 members 
Mstep: Class 21 contains 9726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085450.000000 Penalty: 30217.503906
Iteration 119Q: 15 clusters Score -2.908545e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 7055 members 
Mstep: Class 3 contains 36619 members 
Mstep: Class 5 contains 43775 members 
Mstep: Class 7 contains 150594 members 
Mstep: Class 9 contains 10061 members 
Mstep: Class 11 contains 41867 members 
Mstep: Class 12 contains 48185 members 
Mstep: Class 13 contains 195001 members 
Mstep: Class 15 contains 2194 members 
Mstep: Class 16 contains 24297 members 
Mstep: Class 17 contains 4399 members 
Mstep: Class 20 contains 1670 members 
Mstep: Class 21 contains 9705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085498.000000 Penalty: 30217.503906
Iteration 120F: 15 clusters Score -2.90855e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 7057 members 
Mstep: Class 3 contains 36567 members 
Mstep: Class 5 contains 43786 members 
Mstep: Class 7 contains 150583 members 
Mstep: Class 9 contains 10061 members 
Mstep: Class 11 contains 41864 members 
Mstep: Class 12 contains 48134 members 
Mstep: Class 13 contains 195103 members 
Mstep: Class 15 contains 2190 members 
Mstep: Class 16 contains 24320 members 
Mstep: Class 17 contains 4400 members 
Mstep: Class 20 contains 1670 members 
Mstep: Class 21 contains 9684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085508.000000 Penalty: 30217.503906
Iteration 121Q: 15 clusters Score -2.908551e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 7058 members 
Mstep: Class 3 contains 36528 members 
Mstep: Class 5 contains 43799 members 
Mstep: Class 7 contains 150570 members 
Mstep: Class 9 contains 10060 members 
Mstep: Class 11 contains 41859 members 
Mstep: Class 12 contains 48077 members 
Mstep: Class 13 contains 195206 members 
Mstep: Class 15 contains 2183 members 
Mstep: Class 16 contains 24336 members 
Mstep: Class 17 contains 4399 members 
Mstep: Class 20 contains 1670 members 
Mstep: Class 21 contains 9676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085452.000000 Penalty: 30217.503906
Iteration 122Q: 15 clusters Score -2.908545e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 7059 members 
Mstep: Class 3 contains 36501 members 
Mstep: Class 5 contains 43810 members 
Mstep: Class 7 contains 150560 members 
Mstep: Class 9 contains 10058 members 
Mstep: Class 11 contains 41857 members 
Mstep: Class 12 contains 48031 members 
Mstep: Class 13 contains 195263 members 
Mstep: Class 15 contains 2180 members 
Mstep: Class 16 contains 24352 members 
Mstep: Class 17 contains 4402 members 
Mstep: Class 20 contains 1670 members 
Mstep: Class 21 contains 9673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085446.000000 Penalty: 30217.503906
Iteration 123Q: 15 clusters Score -2.908545e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 7060 members 
Mstep: Class 3 contains 36470 members 
Mstep: Class 5 contains 43821 members 
Mstep: Class 7 contains 150553 members 
Mstep: Class 9 contains 10055 members 
Mstep: Class 11 contains 41863 members 
Mstep: Class 12 contains 47990 members 
Mstep: Class 13 contains 195314 members 
Mstep: Class 15 contains 2177 members 
Mstep: Class 16 contains 24375 members 
Mstep: Class 17 contains 4398 members 
Mstep: Class 20 contains 1670 members 
Mstep: Class 21 contains 9662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085464.000000 Penalty: 30217.503906
Iteration 124Q: 15 clusters Score -2.908546e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 7060 members 
Mstep: Class 3 contains 36443 members 
Mstep: Class 5 contains 43830 members 
Mstep: Class 7 contains 150537 members 
Mstep: Class 9 contains 10053 members 
Mstep: Class 11 contains 41866 members 
Mstep: Class 12 contains 47955 members 
Mstep: Class 13 contains 195371 members 
Mstep: Class 15 contains 2177 members 
Mstep: Class 16 contains 24390 members 
Mstep: Class 17 contains 4396 members 
Mstep: Class 20 contains 1670 members 
Mstep: Class 21 contains 9654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085422.000000 Penalty: 30217.503906
Iteration 125Q: 15 clusters Score -2.908542e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 7060 members 
Mstep: Class 3 contains 36413 members 
Mstep: Class 5 contains 43836 members 
Mstep: Class 7 contains 150525 members 
Mstep: Class 9 contains 10051 members 
Mstep: Class 11 contains 41867 members 
Mstep: Class 12 contains 47919 members 
Mstep: Class 13 contains 195433 members 
Mstep: Class 15 contains 2176 members 
Mstep: Class 16 contains 24401 members 
Mstep: Class 17 contains 4397 members 
Mstep: Class 20 contains 1670 members 
Mstep: Class 21 contains 9649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085404.000000 Penalty: 30217.503906
Iteration 126Q: 15 clusters Score -2.90854e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 7060 members 
Mstep: Class 3 contains 36394 members 
Mstep: Class 5 contains 43842 members 
Mstep: Class 7 contains 150517 members 
Mstep: Class 9 contains 10051 members 
Mstep: Class 11 contains 41868 members 
Mstep: Class 12 contains 47881 members 
Mstep: Class 13 contains 195478 members 
Mstep: Class 15 contains 2174 members 
Mstep: Class 16 contains 24415 members 
Mstep: Class 17 contains 4397 members 
Mstep: Class 20 contains 1670 members 
Mstep: Class 21 contains 9643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085396.000000 Penalty: 30217.503906
Iteration 127Q: 15 clusters Score -2.90854e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 7060 members 
Mstep: Class 3 contains 36376 members 
Mstep: Class 5 contains 43850 members 
Mstep: Class 7 contains 150504 members 
Mstep: Class 9 contains 10051 members 
Mstep: Class 11 contains 41868 members 
Mstep: Class 12 contains 47850 members 
Mstep: Class 13 contains 195511 members 
Mstep: Class 15 contains 2172 members 
Mstep: Class 16 contains 24429 members 
Mstep: Class 17 contains 4397 members 
Mstep: Class 20 contains 1670 members 
Mstep: Class 21 contains 9643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085408.000000 Penalty: 30217.503906
Iteration 128Q: 15 clusters Score -2.908541e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 7060 members 
Mstep: Class 3 contains 36354 members 
Mstep: Class 5 contains 43856 members 
Mstep: Class 7 contains 150490 members 
Mstep: Class 9 contains 10051 members 
Mstep: Class 11 contains 41867 members 
Mstep: Class 12 contains 47822 members 
Mstep: Class 13 contains 195549 members 
Mstep: Class 15 contains 2173 members 
Mstep: Class 16 contains 24441 members 
Mstep: Class 17 contains 4397 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085378.000000 Penalty: 30217.503906
Iteration 129Q: 15 clusters Score -2.908538e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 7061 members 
Mstep: Class 3 contains 36329 members 
Mstep: Class 5 contains 43859 members 
Mstep: Class 7 contains 150483 members 
Mstep: Class 9 contains 10051 members 
Mstep: Class 11 contains 41866 members 
Mstep: Class 12 contains 47782 members 
Mstep: Class 13 contains 195608 members 
Mstep: Class 15 contains 2173 members 
Mstep: Class 16 contains 24450 members 
Mstep: Class 17 contains 4397 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085396.000000 Penalty: 30217.503906
Iteration 130Q: 15 clusters Score -2.90854e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 36307 members 
Mstep: Class 5 contains 43862 members 
Mstep: Class 7 contains 150479 members 
Mstep: Class 9 contains 10051 members 
Mstep: Class 11 contains 41864 members 
Mstep: Class 12 contains 47747 members 
Mstep: Class 13 contains 195662 members 
Mstep: Class 15 contains 2172 members 
Mstep: Class 16 contains 24456 members 
Mstep: Class 17 contains 4397 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085366.000000 Penalty: 30217.503906
Iteration 131Q: 15 clusters Score -2.908537e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 36288 members 
Mstep: Class 5 contains 43865 members 
Mstep: Class 7 contains 150478 members 
Mstep: Class 9 contains 10051 members 
Mstep: Class 11 contains 41865 members 
Mstep: Class 12 contains 47710 members 
Mstep: Class 13 contains 195704 members 
Mstep: Class 15 contains 2172 members 
Mstep: Class 16 contains 24464 members 
Mstep: Class 17 contains 4396 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085362.000000 Penalty: 30217.503906
Iteration 132Q: 15 clusters Score -2.908536e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 7063 members 
Mstep: Class 3 contains 36267 members 
Mstep: Class 5 contains 43867 members 
Mstep: Class 7 contains 150471 members 
Mstep: Class 9 contains 10050 members 
Mstep: Class 11 contains 41870 members 
Mstep: Class 12 contains 47669 members 
Mstep: Class 13 contains 195765 members 
Mstep: Class 15 contains 2172 members 
Mstep: Class 16 contains 24470 members 
Mstep: Class 17 contains 4396 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085384.000000 Penalty: 30217.503906
Iteration 133Q: 15 clusters Score -2.908538e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 7066 members 
Mstep: Class 3 contains 36250 members 
Mstep: Class 5 contains 43870 members 
Mstep: Class 7 contains 150465 members 
Mstep: Class 9 contains 10050 members 
Mstep: Class 11 contains 41872 members 
Mstep: Class 12 contains 47642 members 
Mstep: Class 13 contains 195806 members 
Mstep: Class 15 contains 2172 members 
Mstep: Class 16 contains 24472 members 
Mstep: Class 17 contains 4396 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085432.000000 Penalty: 30217.503906
Iteration 134Q: 15 clusters Score -2.908543e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 7068 members 
Mstep: Class 3 contains 36241 members 
Mstep: Class 5 contains 43875 members 
Mstep: Class 7 contains 150459 members 
Mstep: Class 9 contains 10050 members 
Mstep: Class 11 contains 41874 members 
Mstep: Class 12 contains 47616 members 
Mstep: Class 13 contains 195840 members 
Mstep: Class 15 contains 2172 members 
Mstep: Class 16 contains 24473 members 
Mstep: Class 17 contains 4396 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085372.000000 Penalty: 30217.503906
Iteration 135Q: 15 clusters Score -2.908537e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 7074 members 
Mstep: Class 3 contains 36229 members 
Mstep: Class 5 contains 43881 members 
Mstep: Class 7 contains 150453 members 
Mstep: Class 9 contains 10050 members 
Mstep: Class 11 contains 41874 members 
Mstep: Class 12 contains 47594 members 
Mstep: Class 13 contains 195870 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 16 contains 24476 members 
Mstep: Class 17 contains 4396 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085372.000000 Penalty: 30217.503906
Iteration 136Q: 15 clusters Score -2.908537e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 7080 members 
Mstep: Class 3 contains 36220 members 
Mstep: Class 5 contains 43886 members 
Mstep: Class 7 contains 150448 members 
Mstep: Class 9 contains 10050 members 
Mstep: Class 11 contains 41875 members 
Mstep: Class 12 contains 47574 members 
Mstep: Class 13 contains 195890 members 
Mstep: Class 15 contains 2170 members 
Mstep: Class 16 contains 24479 members 
Mstep: Class 17 contains 4398 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085384.000000 Penalty: 30217.503906
Iteration 137Q: 15 clusters Score -2.908538e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 36214 members 
Mstep: Class 5 contains 43890 members 
Mstep: Class 7 contains 150446 members 
Mstep: Class 9 contains 10050 members 
Mstep: Class 11 contains 41874 members 
Mstep: Class 12 contains 47560 members 
Mstep: Class 13 contains 195898 members 
Mstep: Class 15 contains 2170 members 
Mstep: Class 16 contains 24482 members 
Mstep: Class 17 contains 4402 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085328.000000 Penalty: 30217.503906
Iteration 138Q: 15 clusters Score -2.908533e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 7094 members 
Mstep: Class 3 contains 36204 members 
Mstep: Class 5 contains 43892 members 
Mstep: Class 7 contains 150441 members 
Mstep: Class 9 contains 10051 members 
Mstep: Class 11 contains 41872 members 
Mstep: Class 12 contains 47553 members 
Mstep: Class 13 contains 195903 members 
Mstep: Class 15 contains 2170 members 
Mstep: Class 16 contains 24491 members 
Mstep: Class 17 contains 4402 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085344.000000 Penalty: 30217.503906
Iteration 139Q: 15 clusters Score -2.908534e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 7101 members 
Mstep: Class 3 contains 36199 members 
Mstep: Class 5 contains 43892 members 
Mstep: Class 7 contains 150440 members 
Mstep: Class 9 contains 10050 members 
Mstep: Class 11 contains 41873 members 
Mstep: Class 12 contains 47544 members 
Mstep: Class 13 contains 195907 members 
Mstep: Class 15 contains 2170 members 
Mstep: Class 16 contains 24497 members 
Mstep: Class 17 contains 4403 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085350.000000 Penalty: 30217.503906
Iteration 140F: 15 clusters Score -2.908535e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 7105 members 
Mstep: Class 3 contains 36193 members 
Mstep: Class 5 contains 43893 members 
Mstep: Class 7 contains 150437 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41873 members 
Mstep: Class 12 contains 47536 members 
Mstep: Class 13 contains 195920 members 
Mstep: Class 15 contains 2170 members 
Mstep: Class 16 contains 24500 members 
Mstep: Class 17 contains 4405 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085332.000000 Penalty: 30217.503906
Iteration 141Q: 15 clusters Score -2.908533e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 7109 members 
Mstep: Class 3 contains 36187 members 
Mstep: Class 5 contains 43893 members 
Mstep: Class 7 contains 150435 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41874 members 
Mstep: Class 12 contains 47530 members 
Mstep: Class 13 contains 195921 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 16 contains 24508 members 
Mstep: Class 17 contains 4408 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085322.000000 Penalty: 30217.503906
Iteration 142Q: 15 clusters Score -2.908532e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 7111 members 
Mstep: Class 3 contains 36180 members 
Mstep: Class 5 contains 43894 members 
Mstep: Class 7 contains 150437 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41871 members 
Mstep: Class 12 contains 47526 members 
Mstep: Class 13 contains 195932 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 16 contains 24514 members 
Mstep: Class 17 contains 4408 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085348.000000 Penalty: 30217.503906
Iteration 143Q: 15 clusters Score -2.908535e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 36176 members 
Mstep: Class 5 contains 43895 members 
Mstep: Class 7 contains 150435 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41873 members 
Mstep: Class 12 contains 47518 members 
Mstep: Class 13 contains 195946 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 16 contains 24517 members 
Mstep: Class 17 contains 4408 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085354.000000 Penalty: 30217.503906
Iteration 144Q: 15 clusters Score -2.908535e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 7114 members 
Mstep: Class 3 contains 36173 members 
Mstep: Class 5 contains 43899 members 
Mstep: Class 7 contains 150431 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41874 members 
Mstep: Class 12 contains 47508 members 
Mstep: Class 13 contains 195959 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 16 contains 24519 members 
Mstep: Class 17 contains 4408 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085376.000000 Penalty: 30217.503906
Iteration 145Q: 15 clusters Score -2.908538e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 7115 members 
Mstep: Class 3 contains 36168 members 
Mstep: Class 5 contains 43899 members 
Mstep: Class 7 contains 150432 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41876 members 
Mstep: Class 12 contains 47499 members 
Mstep: Class 13 contains 195968 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 16 contains 24522 members 
Mstep: Class 17 contains 4408 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085362.000000 Penalty: 30217.503906
Iteration 146Q: 15 clusters Score -2.908536e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 7116 members 
Mstep: Class 3 contains 36162 members 
Mstep: Class 5 contains 43899 members 
Mstep: Class 7 contains 150431 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41878 members 
Mstep: Class 12 contains 47492 members 
Mstep: Class 13 contains 195983 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 16 contains 24524 members 
Mstep: Class 17 contains 4408 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085362.000000 Penalty: 30217.503906
Iteration 147Q: 15 clusters Score -2.908536e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 7116 members 
Mstep: Class 3 contains 36155 members 
Mstep: Class 5 contains 43899 members 
Mstep: Class 7 contains 150431 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41879 members 
Mstep: Class 12 contains 47483 members 
Mstep: Class 13 contains 195996 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 16 contains 24526 members 
Mstep: Class 17 contains 4408 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085392.000000 Penalty: 30217.503906
Iteration 148Q: 15 clusters Score -2.908539e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 7116 members 
Mstep: Class 3 contains 36149 members 
Mstep: Class 5 contains 43899 members 
Mstep: Class 7 contains 150430 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41881 members 
Mstep: Class 12 contains 47476 members 
Mstep: Class 13 contains 196012 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 16 contains 24528 members 
Mstep: Class 17 contains 4408 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085408.000000 Penalty: 30217.503906
Iteration 149Q: 15 clusters Score -2.908541e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 7116 members 
Mstep: Class 3 contains 36143 members 
Mstep: Class 5 contains 43899 members 
Mstep: Class 7 contains 150427 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41881 members 
Mstep: Class 12 contains 47470 members 
Mstep: Class 13 contains 196031 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 16 contains 24528 members 
Mstep: Class 17 contains 4408 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085370.000000 Penalty: 30217.503906
Iteration 150Q: 15 clusters Score -2.908537e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 7116 members 
Mstep: Class 3 contains 36138 members 
Mstep: Class 5 contains 43899 members 
Mstep: Class 7 contains 150427 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41881 members 
Mstep: Class 12 contains 47464 members 
Mstep: Class 13 contains 196043 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 16 contains 24531 members 
Mstep: Class 17 contains 4408 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085380.000000 Penalty: 30217.503906
Iteration 151Q: 15 clusters Score -2.908538e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 7116 members 
Mstep: Class 3 contains 36135 members 
Mstep: Class 5 contains 43900 members 
Mstep: Class 7 contains 150427 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41882 members 
Mstep: Class 12 contains 47453 members 
Mstep: Class 13 contains 196061 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 16 contains 24533 members 
Mstep: Class 17 contains 4408 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085384.000000 Penalty: 30217.503906
Iteration 152Q: 15 clusters Score -2.908538e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 7116 members 
Mstep: Class 3 contains 36128 members 
Mstep: Class 5 contains 43901 members 
Mstep: Class 7 contains 150428 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41882 members 
Mstep: Class 12 contains 47441 members 
Mstep: Class 13 contains 196081 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 16 contains 24538 members 
Mstep: Class 17 contains 4407 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085402.000000 Penalty: 30217.503906
Iteration 153Q: 15 clusters Score -2.90854e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 7115 members 
Mstep: Class 3 contains 36124 members 
Mstep: Class 5 contains 43902 members 
Mstep: Class 7 contains 150429 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41882 members 
Mstep: Class 12 contains 47430 members 
Mstep: Class 13 contains 196103 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 16 contains 24543 members 
Mstep: Class 17 contains 4407 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085414.000000 Penalty: 30217.503906
Iteration 154Q: 15 clusters Score -2.908541e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 7114 members 
Mstep: Class 3 contains 36114 members 
Mstep: Class 5 contains 43904 members 
Mstep: Class 7 contains 150428 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41886 members 
Mstep: Class 12 contains 47421 members 
Mstep: Class 13 contains 196126 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 16 contains 24546 members 
Mstep: Class 17 contains 4407 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085392.000000 Penalty: 30217.503906
Iteration 155Q: 15 clusters Score -2.908539e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 36106 members 
Mstep: Class 5 contains 43906 members 
Mstep: Class 7 contains 150426 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41885 members 
Mstep: Class 12 contains 47411 members 
Mstep: Class 13 contains 196153 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 16 contains 24550 members 
Mstep: Class 17 contains 4407 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085424.000000 Penalty: 30217.503906
Iteration 156Q: 15 clusters Score -2.908542e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 36099 members 
Mstep: Class 5 contains 43908 members 
Mstep: Class 7 contains 150424 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41885 members 
Mstep: Class 12 contains 47404 members 
Mstep: Class 13 contains 196171 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 16 contains 24552 members 
Mstep: Class 17 contains 4407 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085374.000000 Penalty: 30217.503906
Iteration 157Q: 15 clusters Score -2.908537e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 36091 members 
Mstep: Class 5 contains 43910 members 
Mstep: Class 7 contains 150421 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41884 members 
Mstep: Class 12 contains 47398 members 
Mstep: Class 13 contains 196182 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 16 contains 24559 members 
Mstep: Class 17 contains 4407 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085404.000000 Penalty: 30217.503906
Iteration 158Q: 15 clusters Score -2.90854e+07 nChanged 36
Entering ConstructFrom: 
Score: -29085404.000000 Penalty: 30217.503906
Entering ConstructFrom: 
Trying to split cluster 1 (11456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Entering Unmasked Estep 
Score: -561970.500000 Penalty: 1518.768677
	Iteration 0F: 2 clusters Score -561970.5 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 5716 members 
Entering Unmasked Estep 
Score: -553917.312500 Penalty: 3037.537354
	Iteration 0F: 3 clusters Score -553917.3 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -556622.312500 Penalty: 3037.537354
	Iteration 1F: 3 clusters Score -556622.3 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -556854.562500 Penalty: 3037.537354
	Iteration 2F: 3 clusters Score -556854.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -557058.875000 Penalty: 3037.537354
	Iteration 3Q: 3 clusters Score -557058.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -557237.500000 Penalty: 3037.537354
	Iteration 4Q: 3 clusters Score -557237.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -557415.312500 Penalty: 3037.537354
	Iteration 5Q: 3 clusters Score -557415.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -557599.312500 Penalty: 3037.537354
	Iteration 6Q: 3 clusters Score -557599.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -557794.312500 Penalty: 3037.537354
	Iteration 7Q: 3 clusters Score -557794.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -557985.375000 Penalty: 3037.537354
	Iteration 8Q: 3 clusters Score -557985.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -558203.687500 Penalty: 3037.537354
	Iteration 9Q: 3 clusters Score -558203.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -558408.937500 Penalty: 3037.537354
	Iteration 10Q: 3 clusters Score -558408.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -558592.250000 Penalty: 3037.537354
	Iteration 11Q: 3 clusters Score -558592.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -558730.687500 Penalty: 3037.537354
	Iteration 12Q: 3 clusters Score -558730.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -558830.500000 Penalty: 3037.537354
	Iteration 13Q: 3 clusters Score -558830.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -558889.812500 Penalty: 3037.537354
	Iteration 14Q: 3 clusters Score -558889.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -558924.875000 Penalty: 3037.537354
	Iteration 15Q: 3 clusters Score -558924.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -558952.437500 Penalty: 3037.537354
	Iteration 16Q: 3 clusters Score -558952.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -558979.125000 Penalty: 3037.537354
	Iteration 17Q: 3 clusters Score -558979.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -559003.375000 Penalty: 3037.537354
	Iteration 18Q: 3 clusters Score -559003.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -559019.625000 Penalty: 3037.537354
	Iteration 19Q: 3 clusters Score -559019.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -559032.125000 Penalty: 3037.537354
	Iteration 20F: 3 clusters Score -559032.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -559038.750000 Penalty: 3037.537354
	Iteration 21Q: 3 clusters Score -559038.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -559044.312500 Penalty: 3037.537354
	Iteration 22Q: 3 clusters Score -559044.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -559048.125000 Penalty: 3037.537354
	Iteration 23Q: 3 clusters Score -559048.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -559052.875000 Penalty: 3037.537354
	Iteration 24Q: 3 clusters Score -559052.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -559059.250000 Penalty: 3037.537354
	Iteration 25Q: 3 clusters Score -559059.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -559064.687500 Penalty: 3037.537354
	Iteration 26Q: 3 clusters Score -559064.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -559071.375000 Penalty: 3037.537354
	Iteration 27Q: 3 clusters Score -559071.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -559083.500000 Penalty: 3037.537354
	Iteration 28Q: 3 clusters Score -559083.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -559101.187500 Penalty: 3037.537354
	Iteration 29Q: 3 clusters Score -559101.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -559129.062500 Penalty: 3037.537354
	Iteration 30Q: 3 clusters Score -559129.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -559166.750000 Penalty: 3037.537354
	Iteration 31Q: 3 clusters Score -559166.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -559198.812500 Penalty: 3037.537354
	Iteration 32Q: 3 clusters Score -559198.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -559232.875000 Penalty: 3037.537354
	Iteration 33Q: 3 clusters Score -559232.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -559265.187500 Penalty: 3037.537354
	Iteration 34Q: 3 clusters Score -559265.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -559310.937500 Penalty: 3037.537354
	Iteration 35Q: 3 clusters Score -559310.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -559361.062500 Penalty: 3037.537354
	Iteration 36Q: 3 clusters Score -559361.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -559412.437500 Penalty: 3037.537354
	Iteration 37Q: 3 clusters Score -559412.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -559471.500000 Penalty: 3037.537354
	Iteration 38Q: 3 clusters Score -559471.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -559535.187500 Penalty: 3037.537354
	Iteration 39Q: 3 clusters Score -559535.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -559608.000000 Penalty: 3037.537354
	Iteration 40F: 3 clusters Score -559608 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -559696.750000 Penalty: 3037.537354
	Iteration 41Q: 3 clusters Score -559696.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -559806.250000 Penalty: 3037.537354
	Iteration 42Q: 3 clusters Score -559806.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -559925.000000 Penalty: 3037.537354
	Iteration 43Q: 3 clusters Score -559925 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -560052.000000 Penalty: 3037.537354
	Iteration 44Q: 3 clusters Score -560052 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -560173.937500 Penalty: 3037.537354
	Iteration 45Q: 3 clusters Score -560173.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -560265.062500 Penalty: 3037.537354
	Iteration 46Q: 3 clusters Score -560265.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -560324.625000 Penalty: 3037.537354
	Iteration 47Q: 3 clusters Score -560324.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -560367.937500 Penalty: 3037.537354
	Iteration 48Q: 3 clusters Score -560367.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -560412.125000 Penalty: 3037.537354
	Iteration 49Q: 3 clusters Score -560412.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -560455.250000 Penalty: 3037.537354
	Iteration 50Q: 3 clusters Score -560455.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -560492.187500 Penalty: 3037.537354
	Iteration 51Q: 3 clusters Score -560492.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -560519.750000 Penalty: 3037.537354
	Iteration 52Q: 3 clusters Score -560519.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -560546.437500 Penalty: 3037.537354
	Iteration 53Q: 3 clusters Score -560546.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -560567.312500 Penalty: 3037.537354
	Iteration 54Q: 3 clusters Score -560567.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -560582.312500 Penalty: 3037.537354
	Iteration 55Q: 3 clusters Score -560582.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -560592.250000 Penalty: 3037.537354
	Iteration 56Q: 3 clusters Score -560592.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -560598.062500 Penalty: 3037.537354
	Iteration 57Q: 3 clusters Score -560598.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -560603.375000 Penalty: 3037.537354
	Iteration 58Q: 3 clusters Score -560603.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -560611.625000 Penalty: 3037.537354
	Iteration 59Q: 3 clusters Score -560611.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -560620.875000 Penalty: 3037.537354
	Iteration 60F: 3 clusters Score -560620.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -560629.000000 Penalty: 3037.537354
	Iteration 61Q: 3 clusters Score -560629 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -560637.437500 Penalty: 3037.537354
	Iteration 62Q: 3 clusters Score -560637.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -560643.062500 Penalty: 3037.537354
	Iteration 63Q: 3 clusters Score -560643.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -560649.875000 Penalty: 3037.537354
	Iteration 64Q: 3 clusters Score -560649.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -560656.750000 Penalty: 3037.537354
	Iteration 65Q: 3 clusters Score -560656.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -560664.562500 Penalty: 3037.537354
	Iteration 66Q: 3 clusters Score -560664.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -560671.937500 Penalty: 3037.537354
	Iteration 67Q: 3 clusters Score -560671.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -560677.937500 Penalty: 3037.537354
	Iteration 68Q: 3 clusters Score -560677.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -560685.125000 Penalty: 3037.537354
	Iteration 69Q: 3 clusters Score -560685.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -560689.625000 Penalty: 3037.537354
	Iteration 70Q: 3 clusters Score -560689.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -560696.312500 Penalty: 3037.537354
	Iteration 71Q: 3 clusters Score -560696.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -560704.187500 Penalty: 3037.537354
	Iteration 72Q: 3 clusters Score -560704.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -560708.812500 Penalty: 3037.537354
	Iteration 73Q: 3 clusters Score -560708.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -560712.250000 Penalty: 3037.537354
	Iteration 74Q: 3 clusters Score -560712.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -560714.750000 Penalty: 3037.537354
	Iteration 75Q: 3 clusters Score -560714.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -560717.812500 Penalty: 3037.537354
	Iteration 76Q: 3 clusters Score -560717.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -560718.250000 Penalty: 3037.537354
	Iteration 77Q: 3 clusters Score -560718.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -560716.875000 Penalty: 3037.537354
	Iteration 78Q: 3 clusters Score -560716.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -560716.875000 Penalty: 3037.537354
	Iteration 79F: 3 clusters Score -560716.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Entering Unmasked Estep 
Score: -379601.312500 Penalty: 1441.322876
	Iteration 0F: 2 clusters Score -379601.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -374307.406250 Penalty: 2882.645752
	Iteration 0F: 3 clusters Score -374307.4 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -375821.843750 Penalty: 2882.645752
	Iteration 1F: 3 clusters Score -375821.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -376012.843750 Penalty: 2882.645752
	Iteration 2F: 3 clusters Score -376012.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -376184.500000 Penalty: 2882.645752
	Iteration 3F: 3 clusters Score -376184.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -376340.468750 Penalty: 2882.645752
	Iteration 4Q: 3 clusters Score -376340.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -376499.968750 Penalty: 2882.645752
	Iteration 5Q: 3 clusters Score -376500 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -376668.968750 Penalty: 2882.645752
	Iteration 6Q: 3 clusters Score -376669 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -376837.250000 Penalty: 2882.645752
	Iteration 7Q: 3 clusters Score -376837.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -377019.968750 Penalty: 2882.645752
	Iteration 8Q: 3 clusters Score -377020 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -377217.250000 Penalty: 2882.645752
	Iteration 9Q: 3 clusters Score -377217.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -377470.125000 Penalty: 2882.645752
	Iteration 10Q: 3 clusters Score -377470.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -377704.406250 Penalty: 2882.645752
	Iteration 11Q: 3 clusters Score -377704.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -377902.000000 Penalty: 2882.645752
	Iteration 12Q: 3 clusters Score -377902 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -378042.468750 Penalty: 2882.645752
	Iteration 13Q: 3 clusters Score -378042.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -378142.343750 Penalty: 2882.645752
	Iteration 14Q: 3 clusters Score -378142.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -378224.156250 Penalty: 2882.645752
	Iteration 15Q: 3 clusters Score -378224.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -378278.375000 Penalty: 2882.645752
	Iteration 16Q: 3 clusters Score -378278.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -378306.781250 Penalty: 2882.645752
	Iteration 17Q: 3 clusters Score -378306.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -378326.750000 Penalty: 2882.645752
	Iteration 18Q: 3 clusters Score -378326.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -378340.187500 Penalty: 2882.645752
	Iteration 19Q: 3 clusters Score -378340.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -378351.062500 Penalty: 2882.645752
	Iteration 20F: 3 clusters Score -378351.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -378351.500000 Penalty: 2882.645752
	Iteration 21Q: 3 clusters Score -378351.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -378351.500000 Penalty: 2882.645752
	Iteration 22F: 3 clusters Score -378351.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (36084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Entering Unmasked Estep 
Score: -1854217.875000 Penalty: 1705.210815
	Iteration 0F: 2 clusters Score -1854218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -1830064.750000 Penalty: 3410.421631
	Iteration 0F: 3 clusters Score -1830065 nChanged 16684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -1839741.500000 Penalty: 3410.421631
	Iteration 1F: 3 clusters Score -1839742 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -1840626.750000 Penalty: 3410.421631
	Iteration 2F: 3 clusters Score -1840627 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -1841743.750000 Penalty: 3410.421631
	Iteration 3F: 3 clusters Score -1841744 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -1843159.125000 Penalty: 3410.421631
	Iteration 4F: 3 clusters Score -1843159 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -1844822.000000 Penalty: 3410.421631
	Iteration 5F: 3 clusters Score -1844822 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -1846608.375000 Penalty: 3410.421631
	Iteration 6F: 3 clusters Score -1846608 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -1848383.125000 Penalty: 3410.421631
	Iteration 7F: 3 clusters Score -1848383 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -1849854.875000 Penalty: 3410.421631
	Iteration 8F: 3 clusters Score -1849855 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -1851062.375000 Penalty: 3410.421631
	Iteration 9Q: 3 clusters Score -1851062 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -1851969.125000 Penalty: 3410.421631
	Iteration 10Q: 3 clusters Score -1851969 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -1852521.125000 Penalty: 3410.421631
	Iteration 11Q: 3 clusters Score -1852521 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -1852773.500000 Penalty: 3410.421631
	Iteration 12Q: 3 clusters Score -1852774 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -1852892.750000 Penalty: 3410.421631
	Iteration 13Q: 3 clusters Score -1852893 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -1852971.750000 Penalty: 3410.421631
	Iteration 14Q: 3 clusters Score -1852972 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -1853018.750000 Penalty: 3410.421631
	Iteration 15Q: 3 clusters Score -1853019 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -1853049.000000 Penalty: 3410.421631
	Iteration 16Q: 3 clusters Score -1853049 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -1853070.750000 Penalty: 3410.421631
	Iteration 17Q: 3 clusters Score -1853071 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -1853081.750000 Penalty: 3410.421631
	Iteration 18Q: 3 clusters Score -1853082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -1853084.375000 Penalty: 3410.421631
	Iteration 19Q: 3 clusters Score -1853084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -1853096.250000 Penalty: 3410.421631
	Iteration 20F: 3 clusters Score -1853096 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -1853101.250000 Penalty: 3410.421631
	Iteration 21Q: 3 clusters Score -1853101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -1853109.375000 Penalty: 3410.421631
	Iteration 22Q: 3 clusters Score -1853109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -1853110.125000 Penalty: 3410.421631
	Iteration 23Q: 3 clusters Score -1853110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -1853113.500000 Penalty: 3410.421631
	Iteration 24Q: 3 clusters Score -1853114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -1853116.625000 Penalty: 3410.421631
	Iteration 25Q: 3 clusters Score -1853117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -1853126.875000 Penalty: 3410.421631
	Iteration 26Q: 3 clusters Score -1853127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 34874 members 
Entering Unmasked Estep 
Score: -1853128.250000 Penalty: 3410.421631
	Iteration 27Q: 3 clusters Score -1853128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -1853130.250000 Penalty: 3410.421631
	Iteration 28Q: 3 clusters Score -1853130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -1853133.875000 Penalty: 3410.421631
	Iteration 29Q: 3 clusters Score -1853134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -1853132.250000 Penalty: 3410.421631
	Iteration 30Q: 3 clusters Score -1853132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -1853133.375000 Penalty: 3410.421631
	Iteration 31Q: 3 clusters Score -1853133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -1853132.375000 Penalty: 3410.421631
	Iteration 32Q: 3 clusters Score -1853132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -1853133.125000 Penalty: 3410.421631
	Iteration 33Q: 3 clusters Score -1853133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -1853135.750000 Penalty: 3410.421631
	Iteration 34Q: 3 clusters Score -1853136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -1853132.875000 Penalty: 3410.421631
	Iteration 35Q: 3 clusters Score -1853133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -1853133.750000 Penalty: 3410.421631
	Iteration 36Q: 3 clusters Score -1853134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -1853132.625000 Penalty: 3410.421631
	Iteration 37Q: 3 clusters Score -1853133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -1853132.625000 Penalty: 3410.421631
	Iteration 38F: 3 clusters Score -1853133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Entering Unmasked Estep 
Score: -2322051.750000 Penalty: 1737.123047
	Iteration 0F: 2 clusters Score -2322052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -2292738.000000 Penalty: 3474.246094
	Iteration 0F: 3 clusters Score -2292738 nChanged 20376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -2304491.500000 Penalty: 3474.246094
	Iteration 1F: 3 clusters Score -2304492 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -2305589.000000 Penalty: 3474.246094
	Iteration 2F: 3 clusters Score -2305589 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -2307394.750000 Penalty: 3474.246094
	Iteration 3F: 3 clusters Score -2307395 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -2310166.000000 Penalty: 3474.246094
	Iteration 4F: 3 clusters Score -2310166 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -2313384.250000 Penalty: 3474.246094
	Iteration 5F: 3 clusters Score -2313384 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -2316284.750000 Penalty: 3474.246094
	Iteration 6F: 3 clusters Score -2316285 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -2318908.750000 Penalty: 3474.246094
	Iteration 7F: 3 clusters Score -2318909 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -2320931.250000 Penalty: 3474.246094
	Iteration 8Q: 3 clusters Score -2320931 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -2321523.250000 Penalty: 3474.246094
	Iteration 9Q: 3 clusters Score -2321523 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -2321691.000000 Penalty: 3474.246094
	Iteration 10Q: 3 clusters Score -2321691 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -2321777.250000 Penalty: 3474.246094
	Iteration 11Q: 3 clusters Score -2321777 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -2321813.250000 Penalty: 3474.246094
	Iteration 12Q: 3 clusters Score -2321813 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -2321844.750000 Penalty: 3474.246094
	Iteration 13Q: 3 clusters Score -2321845 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -2321855.000000 Penalty: 3474.246094
	Iteration 14Q: 3 clusters Score -2321855 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -2321870.500000 Penalty: 3474.246094
	Iteration 15Q: 3 clusters Score -2321870 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -2321869.250000 Penalty: 3474.246094
	Iteration 16Q: 3 clusters Score -2321869 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -2321874.750000 Penalty: 3474.246094
	Iteration 17Q: 3 clusters Score -2321875 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -2321873.500000 Penalty: 3474.246094
	Iteration 18Q: 3 clusters Score -2321874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 37324 members 
Entering Unmasked Estep 
Score: -2321882.500000 Penalty: 3474.246094
	Iteration 19Q: 3 clusters Score -2321882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -2321884.250000 Penalty: 3474.246094
	Iteration 20F: 3 clusters Score -2321884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 37376 members 
Entering Unmasked Estep 
Score: -2321893.250000 Penalty: 3474.246094
	Iteration 21Q: 3 clusters Score -2321893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -2321890.750000 Penalty: 3474.246094
	Iteration 22Q: 3 clusters Score -2321891 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 37413 members 
Entering Unmasked Estep 
Score: -2321892.000000 Penalty: 3474.246094
	Iteration 23Q: 3 clusters Score -2321892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -2321888.500000 Penalty: 3474.246094
	Iteration 24Q: 3 clusters Score -2321888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -2321889.750000 Penalty: 3474.246094
	Iteration 25Q: 3 clusters Score -2321890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -2321886.500000 Penalty: 3474.246094
	Iteration 26Q: 3 clusters Score -2321886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -2321892.000000 Penalty: 3474.246094
	Iteration 27Q: 3 clusters Score -2321892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -2321896.500000 Penalty: 3474.246094
	Iteration 28Q: 3 clusters Score -2321896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -2321896.500000 Penalty: 3474.246094
	Iteration 29Q: 3 clusters Score -2321896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -2321894.750000 Penalty: 3474.246094
	Iteration 30Q: 3 clusters Score -2321895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -2321897.500000 Penalty: 3474.246094
	Iteration 31Q: 3 clusters Score -2321898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -2321899.250000 Penalty: 3474.246094
	Iteration 32Q: 3 clusters Score -2321899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -2321898.250000 Penalty: 3474.246094
	Iteration 33Q: 3 clusters Score -2321898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -2321898.000000 Penalty: 3474.246094
	Iteration 34Q: 3 clusters Score -2321898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -2321895.250000 Penalty: 3474.246094
	Iteration 35Q: 3 clusters Score -2321895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -2321897.750000 Penalty: 3474.246094
	Iteration 36Q: 3 clusters Score -2321898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -2321896.250000 Penalty: 3474.246094
	Iteration 37Q: 3 clusters Score -2321896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -2321898.250000 Penalty: 3474.246094
	Iteration 38Q: 3 clusters Score -2321898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -2321899.000000 Penalty: 3474.246094
	Iteration 39Q: 3 clusters Score -2321899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -2321899.000000 Penalty: 3474.246094
	Iteration 40F: 3 clusters Score -2321899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (150416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150416 members 
Entering Unmasked Estep 
Score: -7973954.000000 Penalty: 1937.188477
	Iteration 0F: 2 clusters Score -7973954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75148 members 
Mstep: Class 2 contains 75268 members 
Entering Unmasked Estep 
Score: -7872799.500000 Penalty: 3874.376953
	Iteration 0F: 3 clusters Score -7872800 nChanged 72402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74406 members 
Mstep: Class 2 contains 76010 members 
Entering Unmasked Estep 
Score: -7915215.500000 Penalty: 3874.376953
	Iteration 1F: 3 clusters Score -7915216 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74006 members 
Mstep: Class 2 contains 76410 members 
Entering Unmasked Estep 
Score: -7916278.500000 Penalty: 3874.376953
	Iteration 2Q: 3 clusters Score -7916278 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73244 members 
Mstep: Class 2 contains 77172 members 
Entering Unmasked Estep 
Score: -7917670.000000 Penalty: 3874.376953
	Iteration 3Q: 3 clusters Score -7917670 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71859 members 
Mstep: Class 2 contains 78557 members 
Entering Unmasked Estep 
Score: -7919381.000000 Penalty: 3874.376953
	Iteration 4Q: 3 clusters Score -7919381 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69425 members 
Mstep: Class 2 contains 80991 members 
Entering Unmasked Estep 
Score: -7921733.500000 Penalty: 3874.376953
	Iteration 5Q: 3 clusters Score -7921734 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65531 members 
Mstep: Class 2 contains 84885 members 
Entering Unmasked Estep 
Score: -7924775.500000 Penalty: 3874.376953
	Iteration 6Q: 3 clusters Score -7924776 nChanged 8373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59608 members 
Mstep: Class 2 contains 90808 members 
Entering Unmasked Estep 
Score: -7929012.000000 Penalty: 3874.376953
	Iteration 7F: 3 clusters Score -7929012 nChanged 9812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51372 members 
Mstep: Class 2 contains 99044 members 
Entering Unmasked Estep 
Score: -7935346.500000 Penalty: 3874.376953
	Iteration 8F: 3 clusters Score -7935346 nChanged 10821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 109051 members 
Entering Unmasked Estep 
Score: -7944189.500000 Penalty: 3874.376953
	Iteration 9F: 3 clusters Score -7944190 nChanged 10231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 118810 members 
Entering Unmasked Estep 
Score: -7953742.000000 Penalty: 3874.376953
	Iteration 10F: 3 clusters Score -7953742 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 126055 members 
Entering Unmasked Estep 
Score: -7960776.000000 Penalty: 3874.376953
	Iteration 11F: 3 clusters Score -7960776 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 130889 members 
Entering Unmasked Estep 
Score: -7964925.000000 Penalty: 3874.376953
	Iteration 12Q: 3 clusters Score -7964925 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 134261 members 
Entering Unmasked Estep 
Score: -7967466.500000 Penalty: 3874.376953
	Iteration 13Q: 3 clusters Score -7967466 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 136754 members 
Entering Unmasked Estep 
Score: -7969170.000000 Penalty: 3874.376953
	Iteration 14Q: 3 clusters Score -7969170 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 138710 members 
Entering Unmasked Estep 
Score: -7970303.500000 Penalty: 3874.376953
	Iteration 15Q: 3 clusters Score -7970304 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 140193 members 
Entering Unmasked Estep 
Score: -7971124.500000 Penalty: 3874.376953
	Iteration 16Q: 3 clusters Score -7971124 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 141366 members 
Entering Unmasked Estep 
Score: -7971614.000000 Penalty: 3874.376953
	Iteration 17Q: 3 clusters Score -7971614 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 142306 members 
Entering Unmasked Estep 
Score: -7972006.000000 Penalty: 3874.376953
	Iteration 18Q: 3 clusters Score -7972006 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 143051 members 
Entering Unmasked Estep 
Score: -7972215.000000 Penalty: 3874.376953
	Iteration 19Q: 3 clusters Score -7972215 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 143690 members 
Entering Unmasked Estep 
Score: -7972383.000000 Penalty: 3874.376953
	Iteration 20F: 3 clusters Score -7972383 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 144201 members 
Entering Unmasked Estep 
Score: -7972491.500000 Penalty: 3874.376953
	Iteration 21Q: 3 clusters Score -7972492 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 144611 members 
Entering Unmasked Estep 
Score: -7972548.500000 Penalty: 3874.376953
	Iteration 22Q: 3 clusters Score -7972548 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 144956 members 
Entering Unmasked Estep 
Score: -7972638.000000 Penalty: 3874.376953
	Iteration 23Q: 3 clusters Score -7972638 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 145231 members 
Entering Unmasked Estep 
Score: -7972670.500000 Penalty: 3874.376953
	Iteration 24Q: 3 clusters Score -7972670 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 145457 members 
Entering Unmasked Estep 
Score: -7972714.500000 Penalty: 3874.376953
	Iteration 25Q: 3 clusters Score -7972714 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 145642 members 
Entering Unmasked Estep 
Score: -7972788.000000 Penalty: 3874.376953
	Iteration 26Q: 3 clusters Score -7972788 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 145808 members 
Entering Unmasked Estep 
Score: -7972821.000000 Penalty: 3874.376953
	Iteration 27Q: 3 clusters Score -7972821 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 145960 members 
Entering Unmasked Estep 
Score: -7972853.000000 Penalty: 3874.376953
	Iteration 28Q: 3 clusters Score -7972853 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 146089 members 
Entering Unmasked Estep 
Score: -7972891.500000 Penalty: 3874.376953
	Iteration 29Q: 3 clusters Score -7972892 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 146219 members 
Entering Unmasked Estep 
Score: -7972887.000000 Penalty: 3874.376953
	Iteration 30Q: 3 clusters Score -7972887 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 146331 members 
Entering Unmasked Estep 
Score: -7972907.000000 Penalty: 3874.376953
	Iteration 31Q: 3 clusters Score -7972907 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 146415 members 
Entering Unmasked Estep 
Score: -7972924.000000 Penalty: 3874.376953
	Iteration 32Q: 3 clusters Score -7972924 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 146489 members 
Entering Unmasked Estep 
Score: -7972929.000000 Penalty: 3874.376953
	Iteration 33Q: 3 clusters Score -7972929 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 146555 members 
Entering Unmasked Estep 
Score: -7972951.000000 Penalty: 3874.376953
	Iteration 34Q: 3 clusters Score -7972951 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 146628 members 
Entering Unmasked Estep 
Score: -7972962.000000 Penalty: 3874.376953
	Iteration 35Q: 3 clusters Score -7972962 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 146691 members 
Entering Unmasked Estep 
Score: -7972983.500000 Penalty: 3874.376953
	Iteration 36Q: 3 clusters Score -7972984 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 146752 members 
Entering Unmasked Estep 
Score: -7973004.000000 Penalty: 3874.376953
	Iteration 37Q: 3 clusters Score -7973004 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 146794 members 
Entering Unmasked Estep 
Score: -7973027.000000 Penalty: 3874.376953
	Iteration 38Q: 3 clusters Score -7973027 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 146844 members 
Entering Unmasked Estep 
Score: -7973030.500000 Penalty: 3874.376953
	Iteration 39Q: 3 clusters Score -7973030 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 146885 members 
Entering Unmasked Estep 
Score: -7973019.500000 Penalty: 3874.376953
	Iteration 40F: 3 clusters Score -7973020 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 146914 members 
Entering Unmasked Estep 
Score: -7973040.500000 Penalty: 3874.376953
	Iteration 41Q: 3 clusters Score -7973040 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 146944 members 
Entering Unmasked Estep 
Score: -7973054.000000 Penalty: 3874.376953
	Iteration 42Q: 3 clusters Score -7973054 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 146973 members 
Entering Unmasked Estep 
Score: -7973068.000000 Penalty: 3874.376953
	Iteration 43Q: 3 clusters Score -7973068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 146996 members 
Entering Unmasked Estep 
Score: -7973074.500000 Penalty: 3874.376953
	Iteration 44Q: 3 clusters Score -7973074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 147016 members 
Entering Unmasked Estep 
Score: -7973071.500000 Penalty: 3874.376953
	Iteration 45Q: 3 clusters Score -7973072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 147033 members 
Entering Unmasked Estep 
Score: -7973075.000000 Penalty: 3874.376953
	Iteration 46Q: 3 clusters Score -7973075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 147038 members 
Entering Unmasked Estep 
Score: -7973069.500000 Penalty: 3874.376953
	Iteration 47Q: 3 clusters Score -7973070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 147043 members 
Entering Unmasked Estep 
Score: -7973074.000000 Penalty: 3874.376953
	Iteration 48Q: 3 clusters Score -7973074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 147049 members 
Entering Unmasked Estep 
Score: -7973079.000000 Penalty: 3874.376953
	Iteration 49Q: 3 clusters Score -7973079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 147055 members 
Entering Unmasked Estep 
Score: -7973082.000000 Penalty: 3874.376953
	Iteration 50Q: 3 clusters Score -7973082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 147058 members 
Entering Unmasked Estep 
Score: -7973077.500000 Penalty: 3874.376953
	Iteration 51Q: 3 clusters Score -7973078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 147064 members 
Entering Unmasked Estep 
Score: -7973066.500000 Penalty: 3874.376953
	Iteration 52Q: 3 clusters Score -7973066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 147070 members 
Entering Unmasked Estep 
Score: -7973078.000000 Penalty: 3874.376953
	Iteration 53Q: 3 clusters Score -7973078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 147077 members 
Entering Unmasked Estep 
Score: -7973077.500000 Penalty: 3874.376953
	Iteration 54Q: 3 clusters Score -7973078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 147087 members 
Entering Unmasked Estep 
Score: -7973062.000000 Penalty: 3874.376953
	Iteration 55Q: 3 clusters Score -7973062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 147096 members 
Entering Unmasked Estep 
Score: -7973066.000000 Penalty: 3874.376953
	Iteration 56Q: 3 clusters Score -7973066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 147104 members 
Entering Unmasked Estep 
Score: -7973054.000000 Penalty: 3874.376953
	Iteration 57Q: 3 clusters Score -7973054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 147111 members 
Entering Unmasked Estep 
Score: -7973053.500000 Penalty: 3874.376953
	Iteration 58Q: 3 clusters Score -7973054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 147116 members 
Entering Unmasked Estep 
Score: -7973056.000000 Penalty: 3874.376953
	Iteration 59Q: 3 clusters Score -7973056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 147119 members 
Entering Unmasked Estep 
Score: -7973064.000000 Penalty: 3874.376953
	Iteration 60F: 3 clusters Score -7973064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 147121 members 
Entering Unmasked Estep 
Score: -7973060.500000 Penalty: 3874.376953
	Iteration 61Q: 3 clusters Score -7973060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 147123 members 
Entering Unmasked Estep 
Score: -7973055.500000 Penalty: 3874.376953
	Iteration 62Q: 3 clusters Score -7973056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 147125 members 
Entering Unmasked Estep 
Score: -7973046.000000 Penalty: 3874.376953
	Iteration 63Q: 3 clusters Score -7973046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 147126 members 
Entering Unmasked Estep 
Score: -7973050.000000 Penalty: 3874.376953
	Iteration 64Q: 3 clusters Score -7973050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 147127 members 
Entering Unmasked Estep 
Score: -7973048.500000 Penalty: 3874.376953
	Iteration 65Q: 3 clusters Score -7973048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 147127 members 
Entering Unmasked Estep 
Score: -7973048.500000 Penalty: 3874.376953
	Iteration 66F: 3 clusters Score -7973048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Entering Unmasked Estep 
Score: -514095.937500 Penalty: 1497.442383
	Iteration 0F: 2 clusters Score -514095.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -506867.375000 Penalty: 2994.884766
	Iteration 0F: 3 clusters Score -506867.4 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -509212.812500 Penalty: 2994.884766
	Iteration 1F: 3 clusters Score -509212.8 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -509609.531250 Penalty: 2994.884766
	Iteration 2F: 3 clusters Score -509609.5 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -510028.156250 Penalty: 2994.884766
	Iteration 3F: 3 clusters Score -510028.2 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -510514.562500 Penalty: 2994.884766
	Iteration 4F: 3 clusters Score -510514.6 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -511073.656250 Penalty: 2994.884766
	Iteration 5F: 3 clusters Score -511073.7 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -511635.687500 Penalty: 2994.884766
	Iteration 6F: 3 clusters Score -511635.7 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -512125.406250 Penalty: 2994.884766
	Iteration 7F: 3 clusters Score -512125.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -512470.343750 Penalty: 2994.884766
	Iteration 8Q: 3 clusters Score -512470.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -512661.687500 Penalty: 2994.884766
	Iteration 9Q: 3 clusters Score -512661.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -512795.187500 Penalty: 2994.884766
	Iteration 10Q: 3 clusters Score -512795.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -512877.625000 Penalty: 2994.884766
	Iteration 11Q: 3 clusters Score -512877.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -512935.343750 Penalty: 2994.884766
	Iteration 12Q: 3 clusters Score -512935.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -512974.781250 Penalty: 2994.884766
	Iteration 13Q: 3 clusters Score -512974.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -512995.093750 Penalty: 2994.884766
	Iteration 14Q: 3 clusters Score -512995.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -513006.656250 Penalty: 2994.884766
	Iteration 15Q: 3 clusters Score -513006.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -513014.281250 Penalty: 2994.884766
	Iteration 16Q: 3 clusters Score -513014.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -513016.468750 Penalty: 2994.884766
	Iteration 17Q: 3 clusters Score -513016.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -513020.000000 Penalty: 2994.884766
	Iteration 18Q: 3 clusters Score -513020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -513020.781250 Penalty: 2994.884766
	Iteration 19Q: 3 clusters Score -513020.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -513020.781250 Penalty: 2994.884766
	Iteration 20F: 3 clusters Score -513020.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Entering Unmasked Estep 
Score: -2121269.750000 Penalty: 1729.428223
	Iteration 0F: 2 clusters Score -2121270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -2093299.625000 Penalty: 3458.856445
	Iteration 0F: 3 clusters Score -2093300 nChanged 19461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -2104039.000000 Penalty: 3458.856445
	Iteration 1F: 3 clusters Score -2104039 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -2104554.500000 Penalty: 3458.856445
	Iteration 2Q: 3 clusters Score -2104554 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -2105109.500000 Penalty: 3458.856445
	Iteration 3Q: 3 clusters Score -2105110 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -2105827.250000 Penalty: 3458.856445
	Iteration 4Q: 3 clusters Score -2105827 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -2106670.250000 Penalty: 3458.856445
	Iteration 5Q: 3 clusters Score -2106670 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -2107690.250000 Penalty: 3458.856445
	Iteration 6Q: 3 clusters Score -2107690 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -2108835.750000 Penalty: 3458.856445
	Iteration 7Q: 3 clusters Score -2108836 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -2110166.000000 Penalty: 3458.856445
	Iteration 8F: 3 clusters Score -2110166 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -2111454.750000 Penalty: 3458.856445
	Iteration 9F: 3 clusters Score -2111455 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -2112781.750000 Penalty: 3458.856445
	Iteration 10F: 3 clusters Score -2112782 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -2114100.500000 Penalty: 3458.856445
	Iteration 11Q: 3 clusters Score -2114100 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -2115355.500000 Penalty: 3458.856445
	Iteration 12Q: 3 clusters Score -2115356 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -2116556.000000 Penalty: 3458.856445
	Iteration 13Q: 3 clusters Score -2116556 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -2117577.250000 Penalty: 3458.856445
	Iteration 14Q: 3 clusters Score -2117577 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -2118380.250000 Penalty: 3458.856445
	Iteration 15Q: 3 clusters Score -2118380 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -2118938.250000 Penalty: 3458.856445
	Iteration 16Q: 3 clusters Score -2118938 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -2119290.500000 Penalty: 3458.856445
	Iteration 17Q: 3 clusters Score -2119290 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -2119496.500000 Penalty: 3458.856445
	Iteration 18Q: 3 clusters Score -2119496 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -2119607.250000 Penalty: 3458.856445
	Iteration 19Q: 3 clusters Score -2119607 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
Score: -2119681.250000 Penalty: 3458.856445
	Iteration 20F: 3 clusters Score -2119681 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -2119721.000000 Penalty: 3458.856445
	Iteration 21Q: 3 clusters Score -2119721 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -2119748.500000 Penalty: 3458.856445
	Iteration 22Q: 3 clusters Score -2119748 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 41483 members 
Entering Unmasked Estep 
Score: -2119768.750000 Penalty: 3458.856445
	Iteration 23Q: 3 clusters Score -2119769 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -2119787.750000 Penalty: 3458.856445
	Iteration 24Q: 3 clusters Score -2119788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -2119804.750000 Penalty: 3458.856445
	Iteration 25Q: 3 clusters Score -2119805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -2119811.500000 Penalty: 3458.856445
	Iteration 26Q: 3 clusters Score -2119812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -2119821.500000 Penalty: 3458.856445
	Iteration 27Q: 3 clusters Score -2119822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -2119828.750000 Penalty: 3458.856445
	Iteration 28Q: 3 clusters Score -2119829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 41543 members 
Entering Unmasked Estep 
Score: -2119832.750000 Penalty: 3458.856445
	Iteration 29Q: 3 clusters Score -2119833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 41547 members 
Entering Unmasked Estep 
Score: -2119837.250000 Penalty: 3458.856445
	Iteration 30Q: 3 clusters Score -2119837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 41551 members 
Entering Unmasked Estep 
Score: -2119838.500000 Penalty: 3458.856445
	Iteration 31Q: 3 clusters Score -2119838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -2119843.000000 Penalty: 3458.856445
	Iteration 32Q: 3 clusters Score -2119843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -2119845.750000 Penalty: 3458.856445
	Iteration 33Q: 3 clusters Score -2119846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -2119846.750000 Penalty: 3458.856445
	Iteration 34Q: 3 clusters Score -2119847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -2119846.750000 Penalty: 3458.856445
	Iteration 35F: 3 clusters Score -2119847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Entering Unmasked Estep 
Score: -2444562.000000 Penalty: 1749.502075
	Iteration 0F: 2 clusters Score -2444562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -2412976.000000 Penalty: 3499.004150
	Iteration 0F: 3 clusters Score -2412976 nChanged 22090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -2426152.750000 Penalty: 3499.004150
	Iteration 1F: 3 clusters Score -2426153 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -2427207.000000 Penalty: 3499.004150
	Iteration 2F: 3 clusters Score -2427207 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -2428534.250000 Penalty: 3499.004150
	Iteration 3F: 3 clusters Score -2428534 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -2430274.500000 Penalty: 3499.004150
	Iteration 4F: 3 clusters Score -2430274 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -2432451.250000 Penalty: 3499.004150
	Iteration 5F: 3 clusters Score -2432451 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2434762.250000 Penalty: 3499.004150
	Iteration 6F: 3 clusters Score -2434762 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -2437074.750000 Penalty: 3499.004150
	Iteration 7F: 3 clusters Score -2437075 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -2439147.500000 Penalty: 3499.004150
	Iteration 8F: 3 clusters Score -2439148 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44608 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2440821.500000 Penalty: 3499.004150
	Iteration 9Q: 3 clusters Score -2440822 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2441886.000000 Penalty: 3499.004150
	Iteration 10Q: 3 clusters Score -2441886 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46591 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2442488.500000 Penalty: 3499.004150
	Iteration 11Q: 3 clusters Score -2442488 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46917 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2442768.500000 Penalty: 3499.004150
	Iteration 12Q: 3 clusters Score -2442768 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47043 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2442893.750000 Penalty: 3499.004150
	Iteration 13Q: 3 clusters Score -2442894 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2442946.500000 Penalty: 3499.004150
	Iteration 14Q: 3 clusters Score -2442946 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47138 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2442976.750000 Penalty: 3499.004150
	Iteration 15Q: 3 clusters Score -2442977 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47149 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2442998.000000 Penalty: 3499.004150
	Iteration 16Q: 3 clusters Score -2442998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47159 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2443011.750000 Penalty: 3499.004150
	Iteration 17Q: 3 clusters Score -2443012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47166 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2443019.000000 Penalty: 3499.004150
	Iteration 18Q: 3 clusters Score -2443019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47167 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2443023.000000 Penalty: 3499.004150
	Iteration 19Q: 3 clusters Score -2443023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2443021.750000 Penalty: 3499.004150
	Iteration 20F: 3 clusters Score -2443022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47171 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2443025.250000 Penalty: 3499.004150
	Iteration 21Q: 3 clusters Score -2443025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47170 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2443024.750000 Penalty: 3499.004150
	Iteration 22Q: 3 clusters Score -2443025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47170 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2443024.750000 Penalty: 3499.004150
	Iteration 23F: 3 clusters Score -2443025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (196197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196197 members 
Entering Unmasked Estep 
Score: -9869807.000000 Penalty: 1980.367065
	Iteration 0F: 2 clusters Score -9869807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98344 members 
Mstep: Class 2 contains 97853 members 
Entering Unmasked Estep 
Score: -9738185.000000 Penalty: 3960.734131
	Iteration 0F: 3 clusters Score -9738185 nChanged 94904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105268 members 
Mstep: Class 2 contains 90929 members 
Entering Unmasked Estep 
Score: -9795427.000000 Penalty: 3960.734131
	Iteration 1F: 3 clusters Score -9795427 nChanged 6952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109330 members 
Mstep: Class 2 contains 86867 members 
Entering Unmasked Estep 
Score: -9797434.000000 Penalty: 3960.734131
	Iteration 2Q: 3 clusters Score -9797434 nChanged 8578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115468 members 
Mstep: Class 2 contains 80729 members 
Entering Unmasked Estep 
Score: -9800837.000000 Penalty: 3960.734131
	Iteration 3Q: 3 clusters Score -9800837 nChanged 11098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124456 members 
Mstep: Class 2 contains 71741 members 
Entering Unmasked Estep 
Score: -9806950.000000 Penalty: 3960.734131
	Iteration 4F: 3 clusters Score -9806950 nChanged 13953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136757 members 
Mstep: Class 2 contains 59440 members 
Entering Unmasked Estep 
Score: -9816825.000000 Penalty: 3960.734131
	Iteration 5F: 3 clusters Score -9816825 nChanged 15717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151350 members 
Mstep: Class 2 contains 44847 members 
Entering Unmasked Estep 
Score: -9830227.000000 Penalty: 3960.734131
	Iteration 6F: 3 clusters Score -9830227 nChanged 14661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165411 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -9844297.000000 Penalty: 3960.734131
	Iteration 7F: 3 clusters Score -9844297 nChanged 10847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175942 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -9855012.000000 Penalty: 3960.734131
	Iteration 8F: 3 clusters Score -9855012 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182395 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -9861456.000000 Penalty: 3960.734131
	Iteration 9Q: 3 clusters Score -9861456 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186042 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -9865118.000000 Penalty: 3960.734131
	Iteration 10Q: 3 clusters Score -9865118 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188205 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -9867154.000000 Penalty: 3960.734131
	Iteration 11Q: 3 clusters Score -9867154 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189542 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -9868271.000000 Penalty: 3960.734131
	Iteration 12Q: 3 clusters Score -9868271 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190431 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -9868928.000000 Penalty: 3960.734131
	Iteration 13Q: 3 clusters Score -9868928 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191042 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -9869255.000000 Penalty: 3960.734131
	Iteration 14Q: 3 clusters Score -9869255 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191447 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -9869445.000000 Penalty: 3960.734131
	Iteration 15Q: 3 clusters Score -9869445 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191795 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -9869587.000000 Penalty: 3960.734131
	Iteration 16Q: 3 clusters Score -9869587 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192031 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -9869643.000000 Penalty: 3960.734131
	Iteration 17Q: 3 clusters Score -9869643 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192222 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -9869704.000000 Penalty: 3960.734131
	Iteration 18Q: 3 clusters Score -9869704 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192371 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -9869724.000000 Penalty: 3960.734131
	Iteration 19Q: 3 clusters Score -9869724 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192471 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -9869729.000000 Penalty: 3960.734131
	Iteration 20F: 3 clusters Score -9869729 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192555 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -9869736.000000 Penalty: 3960.734131
	Iteration 21Q: 3 clusters Score -9869736 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192624 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -9869752.000000 Penalty: 3960.734131
	Iteration 22Q: 3 clusters Score -9869752 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192677 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -9869756.000000 Penalty: 3960.734131
	Iteration 23Q: 3 clusters Score -9869756 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192708 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -9869766.000000 Penalty: 3960.734131
	Iteration 24Q: 3 clusters Score -9869766 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192732 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -9869771.000000 Penalty: 3960.734131
	Iteration 25Q: 3 clusters Score -9869771 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192754 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -9869777.000000 Penalty: 3960.734131
	Iteration 26Q: 3 clusters Score -9869777 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192776 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -9869784.000000 Penalty: 3960.734131
	Iteration 27Q: 3 clusters Score -9869784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192803 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -9869792.000000 Penalty: 3960.734131
	Iteration 28Q: 3 clusters Score -9869792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192828 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -9869792.000000 Penalty: 3960.734131
	Iteration 29Q: 3 clusters Score -9869792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192839 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -9869785.000000 Penalty: 3960.734131
	Iteration 30Q: 3 clusters Score -9869785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192850 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -9869796.000000 Penalty: 3960.734131
	Iteration 31Q: 3 clusters Score -9869796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192859 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -9869784.000000 Penalty: 3960.734131
	Iteration 32Q: 3 clusters Score -9869784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192866 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -9869786.000000 Penalty: 3960.734131
	Iteration 33Q: 3 clusters Score -9869786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192879 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -9869797.000000 Penalty: 3960.734131
	Iteration 34Q: 3 clusters Score -9869797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192882 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -9869795.000000 Penalty: 3960.734131
	Iteration 35Q: 3 clusters Score -9869795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192885 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -9869795.000000 Penalty: 3960.734131
	Iteration 36Q: 3 clusters Score -9869795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192886 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -9869789.000000 Penalty: 3960.734131
	Iteration 37Q: 3 clusters Score -9869789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192887 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -9869790.000000 Penalty: 3960.734131
	Iteration 38Q: 3 clusters Score -9869790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192887 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -9869790.000000 Penalty: 3960.734131
	Iteration 39F: 3 clusters Score -9869790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Entering Unmasked Estep 
Score: -118789.000000 Penalty: 1248.478271
	Iteration 0F: 2 clusters Score -118789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -116611.687500 Penalty: 2496.956543
	Iteration 0F: 3 clusters Score -116611.7 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -117076.546875 Penalty: 2496.956543
	Iteration 1F: 3 clusters Score -117076.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -117163.710938 Penalty: 2496.956543
	Iteration 2F: 3 clusters Score -117163.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -117206.156250 Penalty: 2496.956543
	Iteration 3Q: 3 clusters Score -117206.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -117235.828125 Penalty: 2496.956543
	Iteration 4Q: 3 clusters Score -117235.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -117264.796875 Penalty: 2496.956543
	Iteration 5Q: 3 clusters Score -117264.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -117294.132812 Penalty: 2496.956543
	Iteration 6Q: 3 clusters Score -117294.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -117321.507812 Penalty: 2496.956543
	Iteration 7Q: 3 clusters Score -117321.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -117339.882812 Penalty: 2496.956543
	Iteration 8Q: 3 clusters Score -117339.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -117356.750000 Penalty: 2496.956543
	Iteration 9Q: 3 clusters Score -117356.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -117371.210938 Penalty: 2496.956543
	Iteration 10Q: 3 clusters Score -117371.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -117386.015625 Penalty: 2496.956543
	Iteration 11Q: 3 clusters Score -117386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -117394.453125 Penalty: 2496.956543
	Iteration 12Q: 3 clusters Score -117394.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -117397.718750 Penalty: 2496.956543
	Iteration 13Q: 3 clusters Score -117397.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -117403.640625 Penalty: 2496.956543
	Iteration 14Q: 3 clusters Score -117403.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -117406.250000 Penalty: 2496.956543
	Iteration 15Q: 3 clusters Score -117406.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -117409.406250 Penalty: 2496.956543
	Iteration 16Q: 3 clusters Score -117409.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -117413.812500 Penalty: 2496.956543
	Iteration 17Q: 3 clusters Score -117413.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -117419.890625 Penalty: 2496.956543
	Iteration 18Q: 3 clusters Score -117419.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -117423.039062 Penalty: 2496.956543
	Iteration 19Q: 3 clusters Score -117423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -117427.453125 Penalty: 2496.956543
	Iteration 20F: 3 clusters Score -117427.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -117431.835938 Penalty: 2496.956543
	Iteration 21Q: 3 clusters Score -117431.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -117435.437500 Penalty: 2496.956543
	Iteration 22Q: 3 clusters Score -117435.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -117437.789062 Penalty: 2496.956543
	Iteration 23Q: 3 clusters Score -117437.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -117439.226562 Penalty: 2496.956543
	Iteration 24Q: 3 clusters Score -117439.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -117442.093750 Penalty: 2496.956543
	Iteration 25Q: 3 clusters Score -117442.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -117444.492188 Penalty: 2496.956543
	Iteration 26Q: 3 clusters Score -117444.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -117447.132812 Penalty: 2496.956543
	Iteration 27Q: 3 clusters Score -117447.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -117450.570312 Penalty: 2496.956543
	Iteration 28Q: 3 clusters Score -117450.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -117452.906250 Penalty: 2496.956543
	Iteration 29Q: 3 clusters Score -117452.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -117453.312500 Penalty: 2496.956543
	Iteration 30Q: 3 clusters Score -117453.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -117453.312500 Penalty: 2496.956543
	Iteration 31F: 3 clusters Score -117453.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -1315923.000000 Penalty: 1642.725098
	Iteration 0F: 2 clusters Score -1315923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1299326.000000 Penalty: 3285.450195
	Iteration 0F: 3 clusters Score -1299326 nChanged 11201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1305466.875000 Penalty: 3285.450195
	Iteration 1F: 3 clusters Score -1305467 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1305831.625000 Penalty: 3285.450195
	Iteration 2Q: 3 clusters Score -1305832 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1306192.000000 Penalty: 3285.450195
	Iteration 3Q: 3 clusters Score -1306192 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1306543.125000 Penalty: 3285.450195
	Iteration 4Q: 3 clusters Score -1306543 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1306940.375000 Penalty: 3285.450195
	Iteration 5Q: 3 clusters Score -1306940 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1307420.125000 Penalty: 3285.450195
	Iteration 6Q: 3 clusters Score -1307420 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1308035.125000 Penalty: 3285.450195
	Iteration 7Q: 3 clusters Score -1308035 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1308826.125000 Penalty: 3285.450195
	Iteration 8F: 3 clusters Score -1308826 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1309749.625000 Penalty: 3285.450195
	Iteration 9F: 3 clusters Score -1309750 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1310754.750000 Penalty: 3285.450195
	Iteration 10F: 3 clusters Score -1310755 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1311604.375000 Penalty: 3285.450195
	Iteration 11Q: 3 clusters Score -1311604 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1312191.250000 Penalty: 3285.450195
	Iteration 12Q: 3 clusters Score -1312191 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1312523.625000 Penalty: 3285.450195
	Iteration 13Q: 3 clusters Score -1312524 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1312764.000000 Penalty: 3285.450195
	Iteration 14Q: 3 clusters Score -1312764 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1312946.375000 Penalty: 3285.450195
	Iteration 15Q: 3 clusters Score -1312946 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1313099.625000 Penalty: 3285.450195
	Iteration 16Q: 3 clusters Score -1313100 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1313242.500000 Penalty: 3285.450195
	Iteration 17Q: 3 clusters Score -1313242 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1313384.125000 Penalty: 3285.450195
	Iteration 18Q: 3 clusters Score -1313384 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1313506.000000 Penalty: 3285.450195
	Iteration 19Q: 3 clusters Score -1313506 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1313598.875000 Penalty: 3285.450195
	Iteration 20F: 3 clusters Score -1313599 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1313671.125000 Penalty: 3285.450195
	Iteration 21Q: 3 clusters Score -1313671 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1313735.125000 Penalty: 3285.450195
	Iteration 22Q: 3 clusters Score -1313735 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1313786.125000 Penalty: 3285.450195
	Iteration 23Q: 3 clusters Score -1313786 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1313839.000000 Penalty: 3285.450195
	Iteration 24Q: 3 clusters Score -1313839 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1313889.375000 Penalty: 3285.450195
	Iteration 25Q: 3 clusters Score -1313889 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1313940.875000 Penalty: 3285.450195
	Iteration 26Q: 3 clusters Score -1313941 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1313992.875000 Penalty: 3285.450195
	Iteration 27Q: 3 clusters Score -1313993 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1314038.125000 Penalty: 3285.450195
	Iteration 28Q: 3 clusters Score -1314038 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1314082.875000 Penalty: 3285.450195
	Iteration 29Q: 3 clusters Score -1314083 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1314110.250000 Penalty: 3285.450195
	Iteration 30Q: 3 clusters Score -1314110 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1314146.250000 Penalty: 3285.450195
	Iteration 31Q: 3 clusters Score -1314146 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1314180.250000 Penalty: 3285.450195
	Iteration 32Q: 3 clusters Score -1314180 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1314211.375000 Penalty: 3285.450195
	Iteration 33Q: 3 clusters Score -1314211 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1314244.875000 Penalty: 3285.450195
	Iteration 34Q: 3 clusters Score -1314245 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1314276.375000 Penalty: 3285.450195
	Iteration 35Q: 3 clusters Score -1314276 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1314299.125000 Penalty: 3285.450195
	Iteration 36Q: 3 clusters Score -1314299 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1314317.625000 Penalty: 3285.450195
	Iteration 37Q: 3 clusters Score -1314318 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1314336.875000 Penalty: 3285.450195
	Iteration 38Q: 3 clusters Score -1314337 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1314362.500000 Penalty: 3285.450195
	Iteration 39Q: 3 clusters Score -1314362 nChanged 57
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: -1314392.125000 Penalty: 3285.450195
	Iteration 40F: 3 clusters Score -1314392 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1314405.500000 Penalty: 3285.450195
	Iteration 41Q: 3 clusters Score -1314406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1314415.750000 Penalty: 3285.450195
	Iteration 42Q: 3 clusters Score -1314416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1314420.125000 Penalty: 3285.450195
	Iteration 43Q: 3 clusters Score -1314420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1314426.875000 Penalty: 3285.450195
	Iteration 44Q: 3 clusters Score -1314427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1314435.125000 Penalty: 3285.450195
	Iteration 45Q: 3 clusters Score -1314435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1314433.625000 Penalty: 3285.450195
	Iteration 46Q: 3 clusters Score -1314434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1314434.000000 Penalty: 3285.450195
	Iteration 47Q: 3 clusters Score -1314434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1314438.125000 Penalty: 3285.450195
	Iteration 48Q: 3 clusters Score -1314438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1314441.375000 Penalty: 3285.450195
	Iteration 49Q: 3 clusters Score -1314441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1314442.500000 Penalty: 3285.450195
	Iteration 50Q: 3 clusters Score -1314442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1314443.750000 Penalty: 3285.450195
	Iteration 51Q: 3 clusters Score -1314444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1314445.625000 Penalty: 3285.450195
	Iteration 52Q: 3 clusters Score -1314446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1314444.750000 Penalty: 3285.450195
	Iteration 53Q: 3 clusters Score -1314445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1314446.125000 Penalty: 3285.450195
	Iteration 54Q: 3 clusters Score -1314446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1314446.000000 Penalty: 3285.450195
	Iteration 55Q: 3 clusters Score -1314446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1314451.250000 Penalty: 3285.450195
	Iteration 56Q: 3 clusters Score -1314451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1314455.125000 Penalty: 3285.450195
	Iteration 57Q: 3 clusters Score -1314455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1314460.125000 Penalty: 3285.450195
	Iteration 58Q: 3 clusters Score -1314460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1314461.750000 Penalty: 3285.450195
	Iteration 59Q: 3 clusters Score -1314462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1314464.375000 Penalty: 3285.450195
	Iteration 60F: 3 clusters Score -1314464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1314463.125000 Penalty: 3285.450195
	Iteration 61Q: 3 clusters Score -1314463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1314461.750000 Penalty: 3285.450195
	Iteration 62Q: 3 clusters Score -1314462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1314464.625000 Penalty: 3285.450195
	Iteration 63Q: 3 clusters Score -1314465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1314467.375000 Penalty: 3285.450195
	Iteration 64Q: 3 clusters Score -1314467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1314468.500000 Penalty: 3285.450195
	Iteration 65Q: 3 clusters Score -1314468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1314472.625000 Penalty: 3285.450195
	Iteration 66Q: 3 clusters Score -1314473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1314474.000000 Penalty: 3285.450195
	Iteration 67Q: 3 clusters Score -1314474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1314472.875000 Penalty: 3285.450195
	Iteration 68Q: 3 clusters Score -1314473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1314473.625000 Penalty: 3285.450195
	Iteration 69Q: 3 clusters Score -1314474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1314474.750000 Penalty: 3285.450195
	Iteration 70Q: 3 clusters Score -1314475 nChanged 1
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: -1314474.125000 Penalty: 3285.450195
	Iteration 71Q: 3 clusters Score -1314474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1314474.875000 Penalty: 3285.450195
	Iteration 72Q: 3 clusters Score -1314475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1314474.875000 Penalty: 3285.450195
	Iteration 73F: 3 clusters Score -1314475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Entering Unmasked Estep 
Score: -192590.656250 Penalty: 1363.529297
	Iteration 0F: 2 clusters Score -192590.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -188970.750000 Penalty: 2727.058594
	Iteration 0F: 3 clusters Score -188970.8 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -190149.187500 Penalty: 2727.058594
	Iteration 1F: 3 clusters Score -190149.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -190476.281250 Penalty: 2727.058594
	Iteration 2F: 3 clusters Score -190476.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -190767.343750 Penalty: 2727.058594
	Iteration 3F: 3 clusters Score -190767.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -191061.625000 Penalty: 2727.058594
	Iteration 4F: 3 clusters Score -191061.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -191316.250000 Penalty: 2727.058594
	Iteration 5F: 3 clusters Score -191316.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -191568.703125 Penalty: 2727.058594
	Iteration 6F: 3 clusters Score -191568.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -191790.109375 Penalty: 2727.058594
	Iteration 7Q: 3 clusters Score -191790.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -191943.093750 Penalty: 2727.058594
	Iteration 8Q: 3 clusters Score -191943.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -192070.296875 Penalty: 2727.058594
	Iteration 9Q: 3 clusters Score -192070.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -192156.265625 Penalty: 2727.058594
	Iteration 10Q: 3 clusters Score -192156.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -192226.718750 Penalty: 2727.058594
	Iteration 11Q: 3 clusters Score -192226.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -192283.812500 Penalty: 2727.058594
	Iteration 12Q: 3 clusters Score -192283.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -192314.218750 Penalty: 2727.058594
	Iteration 13Q: 3 clusters Score -192314.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -192329.156250 Penalty: 2727.058594
	Iteration 14Q: 3 clusters Score -192329.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -192338.343750 Penalty: 2727.058594
	Iteration 15Q: 3 clusters Score -192338.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -192342.937500 Penalty: 2727.058594
	Iteration 16Q: 3 clusters Score -192342.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -192345.125000 Penalty: 2727.058594
	Iteration 17Q: 3 clusters Score -192345.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -192348.218750 Penalty: 2727.058594
	Iteration 18Q: 3 clusters Score -192348.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -192350.000000 Penalty: 2727.058594
	Iteration 19Q: 3 clusters Score -192350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -192351.218750 Penalty: 2727.058594
	Iteration 20F: 3 clusters Score -192351.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -192351.562500 Penalty: 2727.058594
	Iteration 21Q: 3 clusters Score -192351.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -192351.531250 Penalty: 2727.058594
	Iteration 22Q: 3 clusters Score -192351.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -192351.531250 Penalty: 2727.058594
	Iteration 23F: 3 clusters Score -192351.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Entering Unmasked Estep 
Score: -75654.312500 Penalty: 1205.746704
	Iteration 0F: 2 clusters Score -75654.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -73771.781250 Penalty: 2411.493408
	Iteration 0F: 3 clusters Score -73771.78 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -74129.804688 Penalty: 2411.493408
	Iteration 1F: 3 clusters Score -74129.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -74242.296875 Penalty: 2411.493408
	Iteration 2F: 3 clusters Score -74242.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -74331.882812 Penalty: 2411.493408
	Iteration 3F: 3 clusters Score -74331.88 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -74413.210938 Penalty: 2411.493408
	Iteration 4Q: 3 clusters Score -74413.21 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -74478.273438 Penalty: 2411.493408
	Iteration 5Q: 3 clusters Score -74478.27 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -74526.906250 Penalty: 2411.493408
	Iteration 6Q: 3 clusters Score -74526.91 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -74572.835938 Penalty: 2411.493408
	Iteration 7Q: 3 clusters Score -74572.84 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -74623.296875 Penalty: 2411.493408
	Iteration 8Q: 3 clusters Score -74623.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -74649.789062 Penalty: 2411.493408
	Iteration 9Q: 3 clusters Score -74649.79 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -74672.914062 Penalty: 2411.493408
	Iteration 10Q: 3 clusters Score -74672.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -74689.828125 Penalty: 2411.493408
	Iteration 11Q: 3 clusters Score -74689.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -74700.125000 Penalty: 2411.493408
	Iteration 12Q: 3 clusters Score -74700.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -74706.132812 Penalty: 2411.493408
	Iteration 13Q: 3 clusters Score -74706.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -74715.515625 Penalty: 2411.493408
	Iteration 14Q: 3 clusters Score -74715.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -74721.476562 Penalty: 2411.493408
	Iteration 15Q: 3 clusters Score -74721.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -74725.382812 Penalty: 2411.493408
	Iteration 16Q: 3 clusters Score -74725.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -74727.914062 Penalty: 2411.493408
	Iteration 17Q: 3 clusters Score -74727.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -74732.070312 Penalty: 2411.493408
	Iteration 18Q: 3 clusters Score -74732.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -74732.523438 Penalty: 2411.493408
	Iteration 19Q: 3 clusters Score -74732.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -74732.851562 Penalty: 2411.493408
	Iteration 20F: 3 clusters Score -74732.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -74732.929688 Penalty: 2411.493408
	Iteration 21Q: 3 clusters Score -74732.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -74732.929688 Penalty: 2411.493408
	Iteration 22F: 3 clusters Score -74732.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Entering Unmasked Estep 
Score: -491125.093750 Penalty: 1487.934204
	Iteration 0F: 2 clusters Score -491125.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -484315.781250 Penalty: 2975.868408
	Iteration 0F: 3 clusters Score -484315.8 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -486497.562500 Penalty: 2975.868408
	Iteration 1F: 3 clusters Score -486497.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -486706.718750 Penalty: 2975.868408
	Iteration 2F: 3 clusters Score -486706.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -486898.093750 Penalty: 2975.868408
	Iteration 3Q: 3 clusters Score -486898.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -487069.812500 Penalty: 2975.868408
	Iteration 4Q: 3 clusters Score -487069.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -487263.125000 Penalty: 2975.868408
	Iteration 5Q: 3 clusters Score -487263.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -487465.781250 Penalty: 2975.868408
	Iteration 6Q: 3 clusters Score -487465.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -487663.093750 Penalty: 2975.868408
	Iteration 7Q: 3 clusters Score -487663.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -487874.250000 Penalty: 2975.868408
	Iteration 8Q: 3 clusters Score -487874.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -488088.250000 Penalty: 2975.868408
	Iteration 9Q: 3 clusters Score -488088.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -488287.000000 Penalty: 2975.868408
	Iteration 10Q: 3 clusters Score -488287 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -488436.468750 Penalty: 2975.868408
	Iteration 11Q: 3 clusters Score -488436.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -488546.375000 Penalty: 2975.868408
	Iteration 12Q: 3 clusters Score -488546.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -488634.812500 Penalty: 2975.868408
	Iteration 13Q: 3 clusters Score -488634.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -488701.437500 Penalty: 2975.868408
	Iteration 14Q: 3 clusters Score -488701.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -488746.656250 Penalty: 2975.868408
	Iteration 15Q: 3 clusters Score -488746.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -488778.937500 Penalty: 2975.868408
	Iteration 16Q: 3 clusters Score -488778.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -488805.437500 Penalty: 2975.868408
	Iteration 17Q: 3 clusters Score -488805.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -488830.281250 Penalty: 2975.868408
	Iteration 18Q: 3 clusters Score -488830.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -488851.718750 Penalty: 2975.868408
	Iteration 19Q: 3 clusters Score -488851.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -488866.625000 Penalty: 2975.868408
	Iteration 20F: 3 clusters Score -488866.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -488877.375000 Penalty: 2975.868408
	Iteration 21Q: 3 clusters Score -488877.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -488885.468750 Penalty: 2975.868408
	Iteration 22Q: 3 clusters Score -488885.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -488894.687500 Penalty: 2975.868408
	Iteration 23Q: 3 clusters Score -488894.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -488906.750000 Penalty: 2975.868408
	Iteration 24Q: 3 clusters Score -488906.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -488915.843750 Penalty: 2975.868408
	Iteration 25Q: 3 clusters Score -488915.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -488925.875000 Penalty: 2975.868408
	Iteration 26Q: 3 clusters Score -488925.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -488933.093750 Penalty: 2975.868408
	Iteration 27Q: 3 clusters Score -488933.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -488944.562500 Penalty: 2975.868408
	Iteration 28Q: 3 clusters Score -488944.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -488957.375000 Penalty: 2975.868408
	Iteration 29Q: 3 clusters Score -488957.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -488971.343750 Penalty: 2975.868408
	Iteration 30Q: 3 clusters Score -488971.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -488985.125000 Penalty: 2975.868408
	Iteration 31Q: 3 clusters Score -488985.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -488997.187500 Penalty: 2975.868408
	Iteration 32Q: 3 clusters Score -488997.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -489006.562500 Penalty: 2975.868408
	Iteration 33Q: 3 clusters Score -489006.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -489017.312500 Penalty: 2975.868408
	Iteration 34Q: 3 clusters Score -489017.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -489033.031250 Penalty: 2975.868408
	Iteration 35Q: 3 clusters Score -489033 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -489043.000000 Penalty: 2975.868408
	Iteration 36Q: 3 clusters Score -489043 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -489054.968750 Penalty: 2975.868408
	Iteration 37Q: 3 clusters Score -489055 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -489068.562500 Penalty: 2975.868408
	Iteration 38Q: 3 clusters Score -489068.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -489081.687500 Penalty: 2975.868408
	Iteration 39Q: 3 clusters Score -489081.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -489095.281250 Penalty: 2975.868408
	Iteration 40F: 3 clusters Score -489095.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -489108.125000 Penalty: 2975.868408
	Iteration 41Q: 3 clusters Score -489108.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -489119.843750 Penalty: 2975.868408
	Iteration 42Q: 3 clusters Score -489119.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -489132.437500 Penalty: 2975.868408
	Iteration 43Q: 3 clusters Score -489132.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -489141.656250 Penalty: 2975.868408
	Iteration 44Q: 3 clusters Score -489141.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -489151.218750 Penalty: 2975.868408
	Iteration 45Q: 3 clusters Score -489151.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -489165.312500 Penalty: 2975.868408
	Iteration 46Q: 3 clusters Score -489165.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -489181.781250 Penalty: 2975.868408
	Iteration 47Q: 3 clusters Score -489181.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -489198.500000 Penalty: 2975.868408
	Iteration 48Q: 3 clusters Score -489198.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -489216.625000 Penalty: 2975.868408
	Iteration 49Q: 3 clusters Score -489216.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -489228.468750 Penalty: 2975.868408
	Iteration 50Q: 3 clusters Score -489228.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -489245.187500 Penalty: 2975.868408
	Iteration 51Q: 3 clusters Score -489245.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -489260.562500 Penalty: 2975.868408
	Iteration 52Q: 3 clusters Score -489260.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -489271.906250 Penalty: 2975.868408
	Iteration 53Q: 3 clusters Score -489271.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -489286.468750 Penalty: 2975.868408
	Iteration 54Q: 3 clusters Score -489286.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -489297.562500 Penalty: 2975.868408
	Iteration 55Q: 3 clusters Score -489297.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -489312.656250 Penalty: 2975.868408
	Iteration 56Q: 3 clusters Score -489312.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -489329.000000 Penalty: 2975.868408
	Iteration 57Q: 3 clusters Score -489329 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -489345.062500 Penalty: 2975.868408
	Iteration 58Q: 3 clusters Score -489345.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -489361.156250 Penalty: 2975.868408
	Iteration 59Q: 3 clusters Score -489361.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -489375.500000 Penalty: 2975.868408
	Iteration 60F: 3 clusters Score -489375.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -489397.343750 Penalty: 2975.868408
	Iteration 61Q: 3 clusters Score -489397.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -489422.312500 Penalty: 2975.868408
	Iteration 62Q: 3 clusters Score -489422.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -489453.187500 Penalty: 2975.868408
	Iteration 63Q: 3 clusters Score -489453.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -489482.343750 Penalty: 2975.868408
	Iteration 64Q: 3 clusters Score -489482.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -489505.750000 Penalty: 2975.868408
	Iteration 65Q: 3 clusters Score -489505.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -489526.718750 Penalty: 2975.868408
	Iteration 66Q: 3 clusters Score -489526.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -489548.531250 Penalty: 2975.868408
	Iteration 67Q: 3 clusters Score -489548.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -489574.468750 Penalty: 2975.868408
	Iteration 68Q: 3 clusters Score -489574.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -489596.125000 Penalty: 2975.868408
	Iteration 69Q: 3 clusters Score -489596.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -489614.531250 Penalty: 2975.868408
	Iteration 70Q: 3 clusters Score -489614.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -489630.531250 Penalty: 2975.868408
	Iteration 71Q: 3 clusters Score -489630.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -489656.312500 Penalty: 2975.868408
	Iteration 72Q: 3 clusters Score -489656.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -489682.906250 Penalty: 2975.868408
	Iteration 73Q: 3 clusters Score -489682.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -489699.031250 Penalty: 2975.868408
	Iteration 74Q: 3 clusters Score -489699 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -489713.906250 Penalty: 2975.868408
	Iteration 75Q: 3 clusters Score -489713.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -489727.843750 Penalty: 2975.868408
	Iteration 76Q: 3 clusters Score -489727.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -489738.875000 Penalty: 2975.868408
	Iteration 77Q: 3 clusters Score -489738.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -489753.062500 Penalty: 2975.868408
	Iteration 78Q: 3 clusters Score -489753.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -489761.000000 Penalty: 2975.868408
	Iteration 79Q: 3 clusters Score -489761 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -489771.406250 Penalty: 2975.868408
	Iteration 80F: 3 clusters Score -489771.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -489781.031250 Penalty: 2975.868408
	Iteration 81Q: 3 clusters Score -489781 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -489787.250000 Penalty: 2975.868408
	Iteration 82Q: 3 clusters Score -489787.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -489791.093750 Penalty: 2975.868408
	Iteration 83Q: 3 clusters Score -489791.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -489797.531250 Penalty: 2975.868408
	Iteration 84Q: 3 clusters Score -489797.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -489801.500000 Penalty: 2975.868408
	Iteration 85Q: 3 clusters Score -489801.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -489805.406250 Penalty: 2975.868408
	Iteration 86Q: 3 clusters Score -489805.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -489812.125000 Penalty: 2975.868408
	Iteration 87Q: 3 clusters Score -489812.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -489817.312500 Penalty: 2975.868408
	Iteration 88Q: 3 clusters Score -489817.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -489818.375000 Penalty: 2975.868408
	Iteration 89Q: 3 clusters Score -489818.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -489820.843750 Penalty: 2975.868408
	Iteration 90Q: 3 clusters Score -489820.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -489820.687500 Penalty: 2975.868408
	Iteration 91Q: 3 clusters Score -489820.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -489821.281250 Penalty: 2975.868408
	Iteration 92Q: 3 clusters Score -489821.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -489822.593750 Penalty: 2975.868408
	Iteration 93Q: 3 clusters Score -489822.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -489822.593750 Penalty: 2975.868408
	Iteration 94F: 3 clusters Score -489822.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 36084 members 
Mstep: Class 5 contains 43914 members 
Mstep: Class 7 contains 150416 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41883 members 
Mstep: Class 12 contains 47390 members 
Mstep: Class 13 contains 196197 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 16 contains 24565 members 
Mstep: Class 17 contains 4407 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085398.000000 Penalty: 30217.503906
Iteration 159Q: 15 clusters Score -2.90854e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 36081 members 
Mstep: Class 5 contains 43920 members 
Mstep: Class 7 contains 150409 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41885 members 
Mstep: Class 12 contains 47383 members 
Mstep: Class 13 contains 196207 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 16 contains 24568 members 
Mstep: Class 17 contains 4407 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085392.000000 Penalty: 30217.503906
Iteration 160F: 15 clusters Score -2.908539e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 36074 members 
Mstep: Class 5 contains 43921 members 
Mstep: Class 7 contains 150407 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41885 members 
Mstep: Class 12 contains 47378 members 
Mstep: Class 13 contains 196218 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 16 contains 24572 members 
Mstep: Class 17 contains 4407 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085432.000000 Penalty: 30217.503906
Iteration 161Q: 15 clusters Score -2.908543e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 36070 members 
Mstep: Class 5 contains 43923 members 
Mstep: Class 7 contains 150406 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41882 members 
Mstep: Class 12 contains 47373 members 
Mstep: Class 13 contains 196227 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 16 contains 24575 members 
Mstep: Class 17 contains 4407 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085406.000000 Penalty: 30217.503906
Iteration 162Q: 15 clusters Score -2.908541e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 36068 members 
Mstep: Class 5 contains 43924 members 
Mstep: Class 7 contains 150403 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41883 members 
Mstep: Class 12 contains 47367 members 
Mstep: Class 13 contains 196238 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 16 contains 24576 members 
Mstep: Class 17 contains 4407 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085424.000000 Penalty: 30217.503906
Iteration 163Q: 15 clusters Score -2.908542e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 36065 members 
Mstep: Class 5 contains 43925 members 
Mstep: Class 7 contains 150397 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41883 members 
Mstep: Class 12 contains 47362 members 
Mstep: Class 13 contains 196251 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 16 contains 24577 members 
Mstep: Class 17 contains 4407 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085418.000000 Penalty: 30217.503906
Iteration 164Q: 15 clusters Score -2.908542e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 36063 members 
Mstep: Class 5 contains 43927 members 
Mstep: Class 7 contains 150389 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41883 members 
Mstep: Class 12 contains 47356 members 
Mstep: Class 13 contains 196264 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 16 contains 24577 members 
Mstep: Class 17 contains 4407 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085440.000000 Penalty: 30217.503906
Iteration 165Q: 15 clusters Score -2.908544e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 36062 members 
Mstep: Class 5 contains 43929 members 
Mstep: Class 7 contains 150382 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41883 members 
Mstep: Class 12 contains 47354 members 
Mstep: Class 13 contains 196271 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 16 contains 24578 members 
Mstep: Class 17 contains 4407 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085462.000000 Penalty: 30217.503906
Iteration 166Q: 15 clusters Score -2.908546e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 36062 members 
Mstep: Class 5 contains 43933 members 
Mstep: Class 7 contains 150375 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41883 members 
Mstep: Class 12 contains 47352 members 
Mstep: Class 13 contains 196277 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 16 contains 24578 members 
Mstep: Class 17 contains 4406 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085462.000000 Penalty: 30217.503906
Iteration 167Q: 15 clusters Score -2.908546e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 36061 members 
Mstep: Class 5 contains 43940 members 
Mstep: Class 7 contains 150364 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41883 members 
Mstep: Class 12 contains 47352 members 
Mstep: Class 13 contains 196282 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 16 contains 24578 members 
Mstep: Class 17 contains 4406 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085446.000000 Penalty: 30217.503906
Iteration 168Q: 15 clusters Score -2.908545e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 36061 members 
Mstep: Class 5 contains 43946 members 
Mstep: Class 7 contains 150353 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41883 members 
Mstep: Class 12 contains 47352 members 
Mstep: Class 13 contains 196287 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 16 contains 24578 members 
Mstep: Class 17 contains 4406 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085434.000000 Penalty: 30217.503906
Iteration 169Q: 15 clusters Score -2.908543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 36060 members 
Mstep: Class 5 contains 43949 members 
Mstep: Class 7 contains 150349 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41883 members 
Mstep: Class 12 contains 47352 members 
Mstep: Class 13 contains 196289 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 16 contains 24579 members 
Mstep: Class 17 contains 4406 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085436.000000 Penalty: 30217.503906
Iteration 170Q: 15 clusters Score -2.908544e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 36059 members 
Mstep: Class 5 contains 43952 members 
Mstep: Class 7 contains 150345 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41882 members 
Mstep: Class 12 contains 47351 members 
Mstep: Class 13 contains 196292 members 
Mstep: Class 15 contains 2170 members 
Mstep: Class 16 contains 24582 members 
Mstep: Class 17 contains 4406 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085438.000000 Penalty: 30217.503906
Iteration 171Q: 15 clusters Score -2.908544e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 36060 members 
Mstep: Class 5 contains 43956 members 
Mstep: Class 7 contains 150340 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41882 members 
Mstep: Class 12 contains 47349 members 
Mstep: Class 13 contains 196294 members 
Mstep: Class 15 contains 2169 members 
Mstep: Class 16 contains 24584 members 
Mstep: Class 17 contains 4406 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085434.000000 Penalty: 30217.503906
Iteration 172Q: 15 clusters Score -2.908543e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 36061 members 
Mstep: Class 5 contains 43959 members 
Mstep: Class 7 contains 150337 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41882 members 
Mstep: Class 12 contains 47348 members 
Mstep: Class 13 contains 196297 members 
Mstep: Class 15 contains 2167 members 
Mstep: Class 16 contains 24587 members 
Mstep: Class 17 contains 4406 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085450.000000 Penalty: 30217.503906
Iteration 173Q: 15 clusters Score -2.908545e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 36061 members 
Mstep: Class 5 contains 43962 members 
Mstep: Class 7 contains 150336 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41881 members 
Mstep: Class 12 contains 47343 members 
Mstep: Class 13 contains 196300 members 
Mstep: Class 15 contains 2164 members 
Mstep: Class 16 contains 24591 members 
Mstep: Class 17 contains 4406 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085438.000000 Penalty: 30217.503906
Iteration 174Q: 15 clusters Score -2.908544e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 36061 members 
Mstep: Class 5 contains 43966 members 
Mstep: Class 7 contains 150333 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41880 members 
Mstep: Class 12 contains 47333 members 
Mstep: Class 13 contains 196309 members 
Mstep: Class 15 contains 2162 members 
Mstep: Class 16 contains 24595 members 
Mstep: Class 17 contains 4406 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085438.000000 Penalty: 30217.503906
Iteration 175Q: 15 clusters Score -2.908544e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 36060 members 
Mstep: Class 5 contains 43972 members 
Mstep: Class 7 contains 150328 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41880 members 
Mstep: Class 12 contains 47327 members 
Mstep: Class 13 contains 196317 members 
Mstep: Class 15 contains 2159 members 
Mstep: Class 16 contains 24598 members 
Mstep: Class 17 contains 4405 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085428.000000 Penalty: 30217.503906
Iteration 176Q: 15 clusters Score -2.908543e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 36057 members 
Mstep: Class 5 contains 43983 members 
Mstep: Class 7 contains 150317 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41880 members 
Mstep: Class 12 contains 47323 members 
Mstep: Class 13 contains 196324 members 
Mstep: Class 15 contains 2155 members 
Mstep: Class 16 contains 24602 members 
Mstep: Class 17 contains 4405 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085428.000000 Penalty: 30217.503906
Iteration 177Q: 15 clusters Score -2.908543e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 36054 members 
Mstep: Class 5 contains 43991 members 
Mstep: Class 7 contains 150308 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41880 members 
Mstep: Class 12 contains 47319 members 
Mstep: Class 13 contains 196331 members 
Mstep: Class 15 contains 2151 members 
Mstep: Class 16 contains 24606 members 
Mstep: Class 17 contains 4405 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085412.000000 Penalty: 30217.503906
Iteration 178Q: 15 clusters Score -2.908541e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 36047 members 
Mstep: Class 5 contains 43999 members 
Mstep: Class 7 contains 150301 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41880 members 
Mstep: Class 12 contains 47317 members 
Mstep: Class 13 contains 196340 members 
Mstep: Class 15 contains 2147 members 
Mstep: Class 16 contains 24610 members 
Mstep: Class 17 contains 4405 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085416.000000 Penalty: 30217.503906
Iteration 179Q: 15 clusters Score -2.908542e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 36044 members 
Mstep: Class 5 contains 44007 members 
Mstep: Class 7 contains 150292 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41881 members 
Mstep: Class 12 contains 47316 members 
Mstep: Class 13 contains 196345 members 
Mstep: Class 15 contains 2144 members 
Mstep: Class 16 contains 24615 members 
Mstep: Class 17 contains 4405 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085420.000000 Penalty: 30217.503906
Iteration 180F: 15 clusters Score -2.908542e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 36045 members 
Mstep: Class 5 contains 44016 members 
Mstep: Class 7 contains 150282 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41883 members 
Mstep: Class 12 contains 47314 members 
Mstep: Class 13 contains 196347 members 
Mstep: Class 15 contains 2142 members 
Mstep: Class 16 contains 24620 members 
Mstep: Class 17 contains 4405 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085432.000000 Penalty: 30217.503906
Iteration 181Q: 15 clusters Score -2.908543e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 36045 members 
Mstep: Class 5 contains 44027 members 
Mstep: Class 7 contains 150271 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41883 members 
Mstep: Class 12 contains 47312 members 
Mstep: Class 13 contains 196347 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 24623 members 
Mstep: Class 17 contains 4405 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085424.000000 Penalty: 30217.503906
Iteration 182Q: 15 clusters Score -2.908542e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 7114 members 
Mstep: Class 3 contains 36045 members 
Mstep: Class 5 contains 44045 members 
Mstep: Class 7 contains 150252 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41883 members 
Mstep: Class 12 contains 47310 members 
Mstep: Class 13 contains 196348 members 
Mstep: Class 15 contains 2140 members 
Mstep: Class 16 contains 24625 members 
Mstep: Class 17 contains 4405 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085428.000000 Penalty: 30217.503906
Iteration 183Q: 15 clusters Score -2.908543e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 7116 members 
Mstep: Class 3 contains 36045 members 
Mstep: Class 5 contains 44057 members 
Mstep: Class 7 contains 150238 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41883 members 
Mstep: Class 12 contains 47308 members 
Mstep: Class 13 contains 196349 members 
Mstep: Class 15 contains 2140 members 
Mstep: Class 16 contains 24627 members 
Mstep: Class 17 contains 4404 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085428.000000 Penalty: 30217.503906
Iteration 184Q: 15 clusters Score -2.908543e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 7117 members 
Mstep: Class 3 contains 36045 members 
Mstep: Class 5 contains 44069 members 
Mstep: Class 7 contains 150225 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41883 members 
Mstep: Class 12 contains 47306 members 
Mstep: Class 13 contains 196348 members 
Mstep: Class 15 contains 2140 members 
Mstep: Class 16 contains 24630 members 
Mstep: Class 17 contains 4404 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085406.000000 Penalty: 30217.503906
Iteration 185Q: 15 clusters Score -2.908541e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 7117 members 
Mstep: Class 3 contains 36045 members 
Mstep: Class 5 contains 44080 members 
Mstep: Class 7 contains 150215 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41883 members 
Mstep: Class 12 contains 47303 members 
Mstep: Class 13 contains 196350 members 
Mstep: Class 15 contains 2140 members 
Mstep: Class 16 contains 24632 members 
Mstep: Class 17 contains 4403 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085424.000000 Penalty: 30217.503906
Iteration 186Q: 15 clusters Score -2.908542e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 7117 members 
Mstep: Class 3 contains 36043 members 
Mstep: Class 5 contains 44089 members 
Mstep: Class 7 contains 150206 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41883 members 
Mstep: Class 12 contains 47297 members 
Mstep: Class 13 contains 196357 members 
Mstep: Class 15 contains 2140 members 
Mstep: Class 16 contains 24634 members 
Mstep: Class 17 contains 4402 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085400.000000 Penalty: 30217.503906
Iteration 187Q: 15 clusters Score -2.90854e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 7117 members 
Mstep: Class 3 contains 36038 members 
Mstep: Class 5 contains 44096 members 
Mstep: Class 7 contains 150197 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41883 members 
Mstep: Class 12 contains 47291 members 
Mstep: Class 13 contains 196368 members 
Mstep: Class 15 contains 2140 members 
Mstep: Class 16 contains 24636 members 
Mstep: Class 17 contains 4402 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085394.000000 Penalty: 30217.503906
Iteration 188Q: 15 clusters Score -2.908539e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 7117 members 
Mstep: Class 3 contains 36032 members 
Mstep: Class 5 contains 44103 members 
Mstep: Class 7 contains 150190 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41883 members 
Mstep: Class 12 contains 47285 members 
Mstep: Class 13 contains 196377 members 
Mstep: Class 15 contains 2140 members 
Mstep: Class 16 contains 24638 members 
Mstep: Class 17 contains 4402 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085396.000000 Penalty: 30217.503906
Iteration 189Q: 15 clusters Score -2.90854e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 7117 members 
Mstep: Class 3 contains 36027 members 
Mstep: Class 5 contains 44105 members 
Mstep: Class 7 contains 150189 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41883 members 
Mstep: Class 12 contains 47279 members 
Mstep: Class 13 contains 196383 members 
Mstep: Class 15 contains 2140 members 
Mstep: Class 16 contains 24640 members 
Mstep: Class 17 contains 4402 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085400.000000 Penalty: 30217.503906
Iteration 190Q: 15 clusters Score -2.90854e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 7117 members 
Mstep: Class 3 contains 36013 members 
Mstep: Class 5 contains 44109 members 
Mstep: Class 7 contains 150184 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41883 members 
Mstep: Class 12 contains 47275 members 
Mstep: Class 13 contains 196399 members 
Mstep: Class 15 contains 2140 members 
Mstep: Class 16 contains 24642 members 
Mstep: Class 17 contains 4402 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085408.000000 Penalty: 30217.503906
Iteration 191Q: 15 clusters Score -2.908541e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 7118 members 
Mstep: Class 3 contains 36007 members 
Mstep: Class 5 contains 44111 members 
Mstep: Class 7 contains 150181 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41883 members 
Mstep: Class 12 contains 47274 members 
Mstep: Class 13 contains 196404 members 
Mstep: Class 15 contains 2140 members 
Mstep: Class 16 contains 24644 members 
Mstep: Class 17 contains 4402 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085410.000000 Penalty: 30217.503906
Iteration 192Q: 15 clusters Score -2.908541e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 7118 members 
Mstep: Class 3 contains 36002 members 
Mstep: Class 5 contains 44111 members 
Mstep: Class 7 contains 150179 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41883 members 
Mstep: Class 12 contains 47272 members 
Mstep: Class 13 contains 196412 members 
Mstep: Class 15 contains 2140 members 
Mstep: Class 16 contains 24644 members 
Mstep: Class 17 contains 4402 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085418.000000 Penalty: 30217.503906
Iteration 193Q: 15 clusters Score -2.908542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 7118 members 
Mstep: Class 3 contains 35999 members 
Mstep: Class 5 contains 44111 members 
Mstep: Class 7 contains 150179 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41883 members 
Mstep: Class 12 contains 47271 members 
Mstep: Class 13 contains 196416 members 
Mstep: Class 15 contains 2140 members 
Mstep: Class 16 contains 24644 members 
Mstep: Class 17 contains 4402 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085420.000000 Penalty: 30217.503906
Iteration 194Q: 15 clusters Score -2.908542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 7118 members 
Mstep: Class 3 contains 35996 members 
Mstep: Class 5 contains 44111 members 
Mstep: Class 7 contains 150179 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41883 members 
Mstep: Class 12 contains 47269 members 
Mstep: Class 13 contains 196421 members 
Mstep: Class 15 contains 2140 members 
Mstep: Class 16 contains 24644 members 
Mstep: Class 17 contains 4402 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085422.000000 Penalty: 30217.503906
Iteration 195Q: 15 clusters Score -2.908542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 7118 members 
Mstep: Class 3 contains 35995 members 
Mstep: Class 5 contains 44111 members 
Mstep: Class 7 contains 150179 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41883 members 
Mstep: Class 12 contains 47267 members 
Mstep: Class 13 contains 196424 members 
Mstep: Class 15 contains 2140 members 
Mstep: Class 16 contains 24644 members 
Mstep: Class 17 contains 4402 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085422.000000 Penalty: 30217.503906
Iteration 196Q: 15 clusters Score -2.908542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 7118 members 
Mstep: Class 3 contains 35994 members 
Mstep: Class 5 contains 44111 members 
Mstep: Class 7 contains 150179 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41883 members 
Mstep: Class 12 contains 47265 members 
Mstep: Class 13 contains 196427 members 
Mstep: Class 15 contains 2140 members 
Mstep: Class 16 contains 24644 members 
Mstep: Class 17 contains 4402 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085416.000000 Penalty: 30217.503906
Iteration 197Q: 15 clusters Score -2.908542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 7118 members 
Mstep: Class 3 contains 35994 members 
Mstep: Class 5 contains 44111 members 
Mstep: Class 7 contains 150179 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41883 members 
Mstep: Class 12 contains 47264 members 
Mstep: Class 13 contains 196428 members 
Mstep: Class 15 contains 2140 members 
Mstep: Class 16 contains 24644 members 
Mstep: Class 17 contains 4402 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085414.000000 Penalty: 30217.503906
Iteration 198Q: 15 clusters Score -2.908541e+07 nChanged 1
Entering ConstructFrom: 
Score: -29085414.000000 Penalty: 30217.503906
Entering ConstructFrom: 
Trying to split cluster 1 (11462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Entering Unmasked Estep 
Score: -562285.312500 Penalty: 1518.853760
	Iteration 0F: 2 clusters Score -562285.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -554279.750000 Penalty: 3037.707520
	Iteration 0F: 3 clusters Score -554279.8 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -556880.500000 Penalty: 3037.707520
	Iteration 1F: 3 clusters Score -556880.5 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -557161.625000 Penalty: 3037.707520
	Iteration 2F: 3 clusters Score -557161.6 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -557421.437500 Penalty: 3037.707520
	Iteration 3F: 3 clusters Score -557421.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -557656.250000 Penalty: 3037.707520
	Iteration 4Q: 3 clusters Score -557656.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -557915.125000 Penalty: 3037.707520
	Iteration 5Q: 3 clusters Score -557915.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -558205.125000 Penalty: 3037.707520
	Iteration 6Q: 3 clusters Score -558205.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -558500.375000 Penalty: 3037.707520
	Iteration 7Q: 3 clusters Score -558500.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -558810.687500 Penalty: 3037.707520
	Iteration 8Q: 3 clusters Score -558810.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -559108.437500 Penalty: 3037.707520
	Iteration 9Q: 3 clusters Score -559108.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -559386.062500 Penalty: 3037.707520
	Iteration 10Q: 3 clusters Score -559386.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -559641.500000 Penalty: 3037.707520
	Iteration 11Q: 3 clusters Score -559641.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -559876.500000 Penalty: 3037.707520
	Iteration 12Q: 3 clusters Score -559876.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -560073.937500 Penalty: 3037.707520
	Iteration 13Q: 3 clusters Score -560073.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -560246.187500 Penalty: 3037.707520
	Iteration 14Q: 3 clusters Score -560246.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -560399.125000 Penalty: 3037.707520
	Iteration 15Q: 3 clusters Score -560399.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -560530.312500 Penalty: 3037.707520
	Iteration 16Q: 3 clusters Score -560530.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -560636.187500 Penalty: 3037.707520
	Iteration 17Q: 3 clusters Score -560636.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -560712.000000 Penalty: 3037.707520
	Iteration 18Q: 3 clusters Score -560712 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -560763.437500 Penalty: 3037.707520
	Iteration 19Q: 3 clusters Score -560763.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -560801.187500 Penalty: 3037.707520
	Iteration 20F: 3 clusters Score -560801.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -560844.625000 Penalty: 3037.707520
	Iteration 21Q: 3 clusters Score -560844.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -560877.125000 Penalty: 3037.707520
	Iteration 22Q: 3 clusters Score -560877.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -560904.562500 Penalty: 3037.707520
	Iteration 23Q: 3 clusters Score -560904.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -560928.125000 Penalty: 3037.707520
	Iteration 24Q: 3 clusters Score -560928.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -560951.000000 Penalty: 3037.707520
	Iteration 25Q: 3 clusters Score -560951 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -560970.250000 Penalty: 3037.707520
	Iteration 26Q: 3 clusters Score -560970.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -560981.375000 Penalty: 3037.707520
	Iteration 27Q: 3 clusters Score -560981.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -560992.062500 Penalty: 3037.707520
	Iteration 28Q: 3 clusters Score -560992.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -560995.562500 Penalty: 3037.707520
	Iteration 29Q: 3 clusters Score -560995.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -560998.250000 Penalty: 3037.707520
	Iteration 30Q: 3 clusters Score -560998.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -560999.812500 Penalty: 3037.707520
	Iteration 31Q: 3 clusters Score -560999.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -561000.875000 Penalty: 3037.707520
	Iteration 32Q: 3 clusters Score -561000.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -561001.500000 Penalty: 3037.707520
	Iteration 33Q: 3 clusters Score -561001.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -561003.875000 Penalty: 3037.707520
	Iteration 34Q: 3 clusters Score -561003.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -561006.937500 Penalty: 3037.707520
	Iteration 35Q: 3 clusters Score -561006.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -561008.000000 Penalty: 3037.707520
	Iteration 36Q: 3 clusters Score -561008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -561013.312500 Penalty: 3037.707520
	Iteration 37Q: 3 clusters Score -561013.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -561015.562500 Penalty: 3037.707520
	Iteration 38Q: 3 clusters Score -561015.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -561017.937500 Penalty: 3037.707520
	Iteration 39Q: 3 clusters Score -561017.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -561020.125000 Penalty: 3037.707520
	Iteration 40F: 3 clusters Score -561020.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -561021.687500 Penalty: 3037.707520
	Iteration 41Q: 3 clusters Score -561021.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -561023.187500 Penalty: 3037.707520
	Iteration 42Q: 3 clusters Score -561023.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -561023.250000 Penalty: 3037.707520
	Iteration 43Q: 3 clusters Score -561023.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -561023.250000 Penalty: 3037.707520
	Iteration 44F: 3 clusters Score -561023.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Entering Unmasked Estep 
Score: -379876.562500 Penalty: 1441.437134
	Iteration 0F: 2 clusters Score -379876.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -374520.593750 Penalty: 2882.874268
	Iteration 0F: 3 clusters Score -374520.6 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -376235.656250 Penalty: 2882.874268
	Iteration 1F: 3 clusters Score -376235.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -376392.906250 Penalty: 2882.874268
	Iteration 2F: 3 clusters Score -376392.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -376497.875000 Penalty: 2882.874268
	Iteration 3Q: 3 clusters Score -376497.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -376591.000000 Penalty: 2882.874268
	Iteration 4Q: 3 clusters Score -376591 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -376688.531250 Penalty: 2882.874268
	Iteration 5Q: 3 clusters Score -376688.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -376821.531250 Penalty: 2882.874268
	Iteration 6Q: 3 clusters Score -376821.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -376993.062500 Penalty: 2882.874268
	Iteration 7Q: 3 clusters Score -376993.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -377193.937500 Penalty: 2882.874268
	Iteration 8Q: 3 clusters Score -377193.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -377464.500000 Penalty: 2882.874268
	Iteration 9Q: 3 clusters Score -377464.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -377750.531250 Penalty: 2882.874268
	Iteration 10Q: 3 clusters Score -377750.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -378030.843750 Penalty: 2882.874268
	Iteration 11Q: 3 clusters Score -378030.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -378257.781250 Penalty: 2882.874268
	Iteration 12Q: 3 clusters Score -378257.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -378419.281250 Penalty: 2882.874268
	Iteration 13Q: 3 clusters Score -378419.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -378514.093750 Penalty: 2882.874268
	Iteration 14Q: 3 clusters Score -378514.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -378574.562500 Penalty: 2882.874268
	Iteration 15Q: 3 clusters Score -378574.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -378600.531250 Penalty: 2882.874268
	Iteration 16Q: 3 clusters Score -378600.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -378621.093750 Penalty: 2882.874268
	Iteration 17Q: 3 clusters Score -378621.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -378633.750000 Penalty: 2882.874268
	Iteration 18Q: 3 clusters Score -378633.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -378641.625000 Penalty: 2882.874268
	Iteration 19Q: 3 clusters Score -378641.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -378646.687500 Penalty: 2882.874268
	Iteration 20F: 3 clusters Score -378646.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -378648.562500 Penalty: 2882.874268
	Iteration 21Q: 3 clusters Score -378648.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -378651.656250 Penalty: 2882.874268
	Iteration 22Q: 3 clusters Score -378651.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -378657.406250 Penalty: 2882.874268
	Iteration 23Q: 3 clusters Score -378657.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -378657.281250 Penalty: 2882.874268
	Iteration 24Q: 3 clusters Score -378657.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -378657.281250 Penalty: 2882.874268
	Iteration 25F: 3 clusters Score -378657.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (35994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35994 members 
Entering Unmasked Estep 
Score: -1849692.000000 Penalty: 1704.805054
	Iteration 0F: 2 clusters Score -1849692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -1825515.875000 Penalty: 3409.610107
	Iteration 0F: 3 clusters Score -1825516 nChanged 16705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -1834992.500000 Penalty: 3409.610107
	Iteration 1F: 3 clusters Score -1834992 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -1835636.375000 Penalty: 3409.610107
	Iteration 2Q: 3 clusters Score -1835636 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -1836357.000000 Penalty: 3409.610107
	Iteration 3Q: 3 clusters Score -1836357 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -1837273.625000 Penalty: 3409.610107
	Iteration 4F: 3 clusters Score -1837274 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1838419.000000 Penalty: 3409.610107
	Iteration 5F: 3 clusters Score -1838419 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1839833.125000 Penalty: 3409.610107
	Iteration 6F: 3 clusters Score -1839833 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1841493.875000 Penalty: 3409.610107
	Iteration 7F: 3 clusters Score -1841494 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1843266.500000 Penalty: 3409.610107
	Iteration 8F: 3 clusters Score -1843266 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1844922.125000 Penalty: 3409.610107
	Iteration 9F: 3 clusters Score -1844922 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1846302.625000 Penalty: 3409.610107
	Iteration 10Q: 3 clusters Score -1846303 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1847275.250000 Penalty: 3409.610107
	Iteration 11Q: 3 clusters Score -1847275 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1847742.250000 Penalty: 3409.610107
	Iteration 12Q: 3 clusters Score -1847742 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1847983.625000 Penalty: 3409.610107
	Iteration 13Q: 3 clusters Score -1847984 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1848151.250000 Penalty: 3409.610107
	Iteration 14Q: 3 clusters Score -1848151 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1848258.250000 Penalty: 3409.610107
	Iteration 15Q: 3 clusters Score -1848258 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1848322.500000 Penalty: 3409.610107
	Iteration 16Q: 3 clusters Score -1848322 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1848375.500000 Penalty: 3409.610107
	Iteration 17Q: 3 clusters Score -1848376 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1848405.250000 Penalty: 3409.610107
	Iteration 18Q: 3 clusters Score -1848405 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1848442.375000 Penalty: 3409.610107
	Iteration 19Q: 3 clusters Score -1848442 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34364 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1848469.875000 Penalty: 3409.610107
	Iteration 20F: 3 clusters Score -1848470 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1848499.000000 Penalty: 3409.610107
	Iteration 21Q: 3 clusters Score -1848499 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1848520.000000 Penalty: 3409.610107
	Iteration 22Q: 3 clusters Score -1848520 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1848542.375000 Penalty: 3409.610107
	Iteration 23Q: 3 clusters Score -1848542 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1848554.500000 Penalty: 3409.610107
	Iteration 24Q: 3 clusters Score -1848554 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1848557.125000 Penalty: 3409.610107
	Iteration 25Q: 3 clusters Score -1848557 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1848569.250000 Penalty: 3409.610107
	Iteration 26Q: 3 clusters Score -1848569 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1848580.375000 Penalty: 3409.610107
	Iteration 27Q: 3 clusters Score -1848580 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1848586.375000 Penalty: 3409.610107
	Iteration 28Q: 3 clusters Score -1848586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1848594.500000 Penalty: 3409.610107
	Iteration 29Q: 3 clusters Score -1848594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1848599.625000 Penalty: 3409.610107
	Iteration 30Q: 3 clusters Score -1848600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1848606.875000 Penalty: 3409.610107
	Iteration 31Q: 3 clusters Score -1848607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1848609.625000 Penalty: 3409.610107
	Iteration 32Q: 3 clusters Score -1848610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34825 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1848614.375000 Penalty: 3409.610107
	Iteration 33Q: 3 clusters Score -1848614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1848615.500000 Penalty: 3409.610107
	Iteration 34Q: 3 clusters Score -1848616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1848615.875000 Penalty: 3409.610107
	Iteration 35Q: 3 clusters Score -1848616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1848614.500000 Penalty: 3409.610107
	Iteration 36Q: 3 clusters Score -1848614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1848617.875000 Penalty: 3409.610107
	Iteration 37Q: 3 clusters Score -1848618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1848619.375000 Penalty: 3409.610107
	Iteration 38Q: 3 clusters Score -1848619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1848618.250000 Penalty: 3409.610107
	Iteration 39Q: 3 clusters Score -1848618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1848618.500000 Penalty: 3409.610107
	Iteration 40F: 3 clusters Score -1848618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1848618.375000 Penalty: 3409.610107
	Iteration 41Q: 3 clusters Score -1848618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1848621.750000 Penalty: 3409.610107
	Iteration 42Q: 3 clusters Score -1848622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1848623.750000 Penalty: 3409.610107
	Iteration 43Q: 3 clusters Score -1848624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1848628.625000 Penalty: 3409.610107
	Iteration 44Q: 3 clusters Score -1848629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1848627.750000 Penalty: 3409.610107
	Iteration 45Q: 3 clusters Score -1848628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1848625.750000 Penalty: 3409.610107
	Iteration 46Q: 3 clusters Score -1848626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1848627.625000 Penalty: 3409.610107
	Iteration 47Q: 3 clusters Score -1848628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1848628.750000 Penalty: 3409.610107
	Iteration 48Q: 3 clusters Score -1848629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1848627.875000 Penalty: 3409.610107
	Iteration 49Q: 3 clusters Score -1848628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1848627.875000 Penalty: 3409.610107
	Iteration 50Q: 3 clusters Score -1848628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1848628.875000 Penalty: 3409.610107
	Iteration 51Q: 3 clusters Score -1848629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1848627.250000 Penalty: 3409.610107
	Iteration 52Q: 3 clusters Score -1848627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1848630.125000 Penalty: 3409.610107
	Iteration 53Q: 3 clusters Score -1848630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1848627.875000 Penalty: 3409.610107
	Iteration 54Q: 3 clusters Score -1848628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1848627.875000 Penalty: 3409.610107
	Iteration 55F: 3 clusters Score -1848628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44111 members 
Entering Unmasked Estep 
Score: -2332383.500000 Penalty: 1737.850464
	Iteration 0F: 2 clusters Score -2332384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -2302944.000000 Penalty: 3475.700928
	Iteration 0F: 3 clusters Score -2302944 nChanged 20529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -2314314.250000 Penalty: 3475.700928
	Iteration 1F: 3 clusters Score -2314314 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -2314667.750000 Penalty: 3475.700928
	Iteration 2Q: 3 clusters Score -2314668 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -2315133.250000 Penalty: 3475.700928
	Iteration 3Q: 3 clusters Score -2315133 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -2315710.000000 Penalty: 3475.700928
	Iteration 4Q: 3 clusters Score -2315710 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -2316588.250000 Penalty: 3475.700928
	Iteration 5Q: 3 clusters Score -2316588 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -2317964.750000 Penalty: 3475.700928
	Iteration 6F: 3 clusters Score -2317965 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2319866.750000 Penalty: 3475.700928
	Iteration 7F: 3 clusters Score -2319867 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -2322057.500000 Penalty: 3475.700928
	Iteration 8F: 3 clusters Score -2322058 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -2323957.750000 Penalty: 3475.700928
	Iteration 9F: 3 clusters Score -2323958 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -2325378.250000 Penalty: 3475.700928
	Iteration 10F: 3 clusters Score -2325378 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2326467.000000 Penalty: 3475.700928
	Iteration 11Q: 3 clusters Score -2326467 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -2327479.750000 Penalty: 3475.700928
	Iteration 12Q: 3 clusters Score -2327480 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2328938.750000 Penalty: 3475.700928
	Iteration 13Q: 3 clusters Score -2328939 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -2330760.500000 Penalty: 3475.700928
	Iteration 14Q: 3 clusters Score -2330760 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -2331777.500000 Penalty: 3475.700928
	Iteration 15Q: 3 clusters Score -2331778 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2332075.750000 Penalty: 3475.700928
	Iteration 16Q: 3 clusters Score -2332076 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2332147.250000 Penalty: 3475.700928
	Iteration 17Q: 3 clusters Score -2332147 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -2332189.250000 Penalty: 3475.700928
	Iteration 18Q: 3 clusters Score -2332189 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2332208.500000 Penalty: 3475.700928
	Iteration 19Q: 3 clusters Score -2332208 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2332218.500000 Penalty: 3475.700928
	Iteration 20F: 3 clusters Score -2332218 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -2332220.750000 Penalty: 3475.700928
	Iteration 21Q: 3 clusters Score -2332221 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -2332228.750000 Penalty: 3475.700928
	Iteration 22Q: 3 clusters Score -2332229 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -2332237.000000 Penalty: 3475.700928
	Iteration 23Q: 3 clusters Score -2332237 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -2332235.750000 Penalty: 3475.700928
	Iteration 24Q: 3 clusters Score -2332236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -2332243.250000 Penalty: 3475.700928
	Iteration 25Q: 3 clusters Score -2332243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2332242.750000 Penalty: 3475.700928
	Iteration 26Q: 3 clusters Score -2332243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -2332244.000000 Penalty: 3475.700928
	Iteration 27Q: 3 clusters Score -2332244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2332247.000000 Penalty: 3475.700928
	Iteration 28Q: 3 clusters Score -2332247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -2332243.250000 Penalty: 3475.700928
	Iteration 29Q: 3 clusters Score -2332243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2332247.500000 Penalty: 3475.700928
	Iteration 30Q: 3 clusters Score -2332248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2332248.500000 Penalty: 3475.700928
	Iteration 31Q: 3 clusters Score -2332248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -2332248.500000 Penalty: 3475.700928
	Iteration 32Q: 3 clusters Score -2332248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -2332246.000000 Penalty: 3475.700928
	Iteration 33Q: 3 clusters Score -2332246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -2332248.750000 Penalty: 3475.700928
	Iteration 34Q: 3 clusters Score -2332249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -2332248.000000 Penalty: 3475.700928
	Iteration 35Q: 3 clusters Score -2332248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -2332246.750000 Penalty: 3475.700928
	Iteration 36Q: 3 clusters Score -2332247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38030 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2332245.250000 Penalty: 3475.700928
	Iteration 37Q: 3 clusters Score -2332245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38032 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2332245.250000 Penalty: 3475.700928
	Iteration 38Q: 3 clusters Score -2332245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38032 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2332245.250000 Penalty: 3475.700928
	Iteration 39F: 3 clusters Score -2332245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (150179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150179 members 
Entering Unmasked Estep 
Score: -7961916.000000 Penalty: 1936.932251
	Iteration 0F: 2 clusters Score -7961916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75464 members 
Mstep: Class 2 contains 74715 members 
Entering Unmasked Estep 
Score: -7861133.000000 Penalty: 3873.864502
	Iteration 0F: 3 clusters Score -7861133 nChanged 72364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82556 members 
Mstep: Class 2 contains 67623 members 
Entering Unmasked Estep 
Score: -7903475.500000 Penalty: 3873.864502
	Iteration 1F: 3 clusters Score -7903476 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87072 members 
Mstep: Class 2 contains 63107 members 
Entering Unmasked Estep 
Score: -7905527.000000 Penalty: 3873.864502
	Iteration 2Q: 3 clusters Score -7905527 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94259 members 
Mstep: Class 2 contains 55920 members 
Entering Unmasked Estep 
Score: -7909488.500000 Penalty: 3873.864502
	Iteration 3F: 3 clusters Score -7909488 nChanged 10564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104561 members 
Mstep: Class 2 contains 45618 members 
Entering Unmasked Estep 
Score: -7916772.000000 Penalty: 3873.864502
	Iteration 4F: 3 clusters Score -7916772 nChanged 13328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117801 members 
Mstep: Class 2 contains 32378 members 
Entering Unmasked Estep 
Score: -7928300.000000 Penalty: 3873.864502
	Iteration 5F: 3 clusters Score -7928300 nChanged 14067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131822 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -7942314.000000 Penalty: 3873.864502
	Iteration 6F: 3 clusters Score -7942314 nChanged 10472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142276 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -7952874.000000 Penalty: 3873.864502
	Iteration 7F: 3 clusters Score -7952874 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147412 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -7957852.500000 Penalty: 3873.864502
	Iteration 8Q: 3 clusters Score -7957852 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149128 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -7959348.500000 Penalty: 3873.864502
	Iteration 9Q: 3 clusters Score -7959348 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149685 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -7959836.000000 Penalty: 3873.864502
	Iteration 10Q: 3 clusters Score -7959836 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149856 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -7959990.000000 Penalty: 3873.864502
	Iteration 11Q: 3 clusters Score -7959990 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149911 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7960059.000000 Penalty: 3873.864502
	Iteration 12Q: 3 clusters Score -7960059 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149939 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7960122.500000 Penalty: 3873.864502
	Iteration 13Q: 3 clusters Score -7960122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149958 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -7960148.000000 Penalty: 3873.864502
	Iteration 14Q: 3 clusters Score -7960148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149975 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -7960176.000000 Penalty: 3873.864502
	Iteration 15Q: 3 clusters Score -7960176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149981 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -7960188.000000 Penalty: 3873.864502
	Iteration 16Q: 3 clusters Score -7960188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149982 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -7960192.000000 Penalty: 3873.864502
	Iteration 17Q: 3 clusters Score -7960192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149982 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -7960195.000000 Penalty: 3873.864502
	Iteration 18Q: 3 clusters Score -7960195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149983 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -7960200.000000 Penalty: 3873.864502
	Iteration 19Q: 3 clusters Score -7960200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149982 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -7960196.500000 Penalty: 3873.864502
	Iteration 20F: 3 clusters Score -7960196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Entering Unmasked Estep 
Score: -514095.937500 Penalty: 1497.442383
	Iteration 0F: 2 clusters Score -514095.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -506886.812500 Penalty: 2994.884766
	Iteration 0F: 3 clusters Score -506886.8 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -509181.750000 Penalty: 2994.884766
	Iteration 1F: 3 clusters Score -509181.8 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -509523.218750 Penalty: 2994.884766
	Iteration 2F: 3 clusters Score -509523.2 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -509933.031250 Penalty: 2994.884766
	Iteration 3F: 3 clusters Score -509933 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -510482.593750 Penalty: 2994.884766
	Iteration 4F: 3 clusters Score -510482.6 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -511079.718750 Penalty: 2994.884766
	Iteration 5F: 3 clusters Score -511079.7 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -511708.656250 Penalty: 2994.884766
	Iteration 6F: 3 clusters Score -511708.7 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -512236.000000 Penalty: 2994.884766
	Iteration 7F: 3 clusters Score -512236 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -512574.562500 Penalty: 2994.884766
	Iteration 8Q: 3 clusters Score -512574.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -512798.000000 Penalty: 2994.884766
	Iteration 9Q: 3 clusters Score -512798 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -512899.562500 Penalty: 2994.884766
	Iteration 10Q: 3 clusters Score -512899.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -512943.406250 Penalty: 2994.884766
	Iteration 11Q: 3 clusters Score -512943.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -512972.343750 Penalty: 2994.884766
	Iteration 12Q: 3 clusters Score -512972.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -512985.156250 Penalty: 2994.884766
	Iteration 13Q: 3 clusters Score -512985.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -512995.156250 Penalty: 2994.884766
	Iteration 14Q: 3 clusters Score -512995.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -513004.593750 Penalty: 2994.884766
	Iteration 15Q: 3 clusters Score -513004.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -513011.125000 Penalty: 2994.884766
	Iteration 16Q: 3 clusters Score -513011.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -513016.937500 Penalty: 2994.884766
	Iteration 17Q: 3 clusters Score -513016.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -513020.593750 Penalty: 2994.884766
	Iteration 18Q: 3 clusters Score -513020.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -513023.656250 Penalty: 2994.884766
	Iteration 19Q: 3 clusters Score -513023.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -513023.250000 Penalty: 2994.884766
	Iteration 20F: 3 clusters Score -513023.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -513023.062500 Penalty: 2994.884766
	Iteration 21Q: 3 clusters Score -513023.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -513023.062500 Penalty: 2994.884766
	Iteration 22F: 3 clusters Score -513023.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Entering Unmasked Estep 
Score: -2121269.250000 Penalty: 1729.428223
	Iteration 0F: 2 clusters Score -2121269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -2093163.375000 Penalty: 3458.856445
	Iteration 0F: 3 clusters Score -2093163 nChanged 19532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -2104251.250000 Penalty: 3458.856445
	Iteration 1F: 3 clusters Score -2104251 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -2104657.750000 Penalty: 3458.856445
	Iteration 2Q: 3 clusters Score -2104658 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -2105046.500000 Penalty: 3458.856445
	Iteration 3Q: 3 clusters Score -2105046 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -2105520.250000 Penalty: 3458.856445
	Iteration 4Q: 3 clusters Score -2105520 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -2106173.250000 Penalty: 3458.856445
	Iteration 5Q: 3 clusters Score -2106173 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -2107196.500000 Penalty: 3458.856445
	Iteration 6F: 3 clusters Score -2107196 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -2108748.000000 Penalty: 3458.856445
	Iteration 7F: 3 clusters Score -2108748 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -2110983.750000 Penalty: 3458.856445
	Iteration 8F: 3 clusters Score -2110984 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -2113617.000000 Penalty: 3458.856445
	Iteration 9F: 3 clusters Score -2113617 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -2115970.000000 Penalty: 3458.856445
	Iteration 10F: 3 clusters Score -2115970 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -2117626.500000 Penalty: 3458.856445
	Iteration 11Q: 3 clusters Score -2117626 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -2118649.500000 Penalty: 3458.856445
	Iteration 12Q: 3 clusters Score -2118650 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -2119192.500000 Penalty: 3458.856445
	Iteration 13Q: 3 clusters Score -2119192 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -2119437.000000 Penalty: 3458.856445
	Iteration 14Q: 3 clusters Score -2119437 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -2119554.500000 Penalty: 3458.856445
	Iteration 15Q: 3 clusters Score -2119554 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -2119630.750000 Penalty: 3458.856445
	Iteration 16Q: 3 clusters Score -2119631 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -2119676.500000 Penalty: 3458.856445
	Iteration 17Q: 3 clusters Score -2119676 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -2119699.250000 Penalty: 3458.856445
	Iteration 18Q: 3 clusters Score -2119699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 41592 members 
Entering Unmasked Estep 
Score: -2119715.750000 Penalty: 3458.856445
	Iteration 19Q: 3 clusters Score -2119716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -2119720.750000 Penalty: 3458.856445
	Iteration 20F: 3 clusters Score -2119721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 41603 members 
Entering Unmasked Estep 
Score: -2119727.250000 Penalty: 3458.856445
	Iteration 21Q: 3 clusters Score -2119727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -2119739.750000 Penalty: 3458.856445
	Iteration 22Q: 3 clusters Score -2119740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -2119740.500000 Penalty: 3458.856445
	Iteration 23Q: 3 clusters Score -2119740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 41617 members 
Entering Unmasked Estep 
Score: -2119743.000000 Penalty: 3458.856445
	Iteration 24Q: 3 clusters Score -2119743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 41620 members 
Entering Unmasked Estep 
Score: -2119750.250000 Penalty: 3458.856445
	Iteration 25Q: 3 clusters Score -2119750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -2119748.750000 Penalty: 3458.856445
	Iteration 26Q: 3 clusters Score -2119749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -2119748.750000 Penalty: 3458.856445
	Iteration 27F: 3 clusters Score -2119749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Entering Unmasked Estep 
Score: -2438230.000000 Penalty: 1749.066040
	Iteration 0F: 2 clusters Score -2438230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -2406488.000000 Penalty: 3498.132080
	Iteration 0F: 3 clusters Score -2406488 nChanged 22332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -2419280.250000 Penalty: 3498.132080
	Iteration 1F: 3 clusters Score -2419280 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -2420103.250000 Penalty: 3498.132080
	Iteration 2Q: 3 clusters Score -2420103 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -2421177.500000 Penalty: 3498.132080
	Iteration 3F: 3 clusters Score -2421178 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -2422442.750000 Penalty: 3498.132080
	Iteration 4F: 3 clusters Score -2422443 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -2423871.250000 Penalty: 3498.132080
	Iteration 5F: 3 clusters Score -2423871 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -2425524.000000 Penalty: 3498.132080
	Iteration 6F: 3 clusters Score -2425524 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -2427270.750000 Penalty: 3498.132080
	Iteration 7F: 3 clusters Score -2427271 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2429208.500000 Penalty: 3498.132080
	Iteration 8F: 3 clusters Score -2429208 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2431371.250000 Penalty: 3498.132080
	Iteration 9F: 3 clusters Score -2431371 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2433550.500000 Penalty: 3498.132080
	Iteration 10Q: 3 clusters Score -2433550 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -2435104.500000 Penalty: 3498.132080
	Iteration 11Q: 3 clusters Score -2435104 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -2435895.000000 Penalty: 3498.132080
	Iteration 12Q: 3 clusters Score -2435895 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -2436317.500000 Penalty: 3498.132080
	Iteration 13Q: 3 clusters Score -2436318 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -2436576.500000 Penalty: 3498.132080
	Iteration 14Q: 3 clusters Score -2436576 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -2436787.000000 Penalty: 3498.132080
	Iteration 15Q: 3 clusters Score -2436787 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -2436921.000000 Penalty: 3498.132080
	Iteration 16Q: 3 clusters Score -2436921 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2437022.750000 Penalty: 3498.132080
	Iteration 17Q: 3 clusters Score -2437023 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -2437107.500000 Penalty: 3498.132080
	Iteration 18Q: 3 clusters Score -2437108 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -2437173.000000 Penalty: 3498.132080
	Iteration 19Q: 3 clusters Score -2437173 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42831 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -2437220.750000 Penalty: 3498.132080
	Iteration 20F: 3 clusters Score -2437221 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2437271.500000 Penalty: 3498.132080
	Iteration 21Q: 3 clusters Score -2437272 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -2437322.250000 Penalty: 3498.132080
	Iteration 22Q: 3 clusters Score -2437322 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43361 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -2437358.250000 Penalty: 3498.132080
	Iteration 23Q: 3 clusters Score -2437358 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43484 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -2437389.500000 Penalty: 3498.132080
	Iteration 24Q: 3 clusters Score -2437390 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -2437408.250000 Penalty: 3498.132080
	Iteration 25Q: 3 clusters Score -2437408 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -2437417.750000 Penalty: 3498.132080
	Iteration 26Q: 3 clusters Score -2437418 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -2437426.500000 Penalty: 3498.132080
	Iteration 27Q: 3 clusters Score -2437426 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2437440.250000 Penalty: 3498.132080
	Iteration 28Q: 3 clusters Score -2437440 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -2437449.500000 Penalty: 3498.132080
	Iteration 29Q: 3 clusters Score -2437450 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -2437456.250000 Penalty: 3498.132080
	Iteration 30Q: 3 clusters Score -2437456 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -2437452.250000 Penalty: 3498.132080
	Iteration 31Q: 3 clusters Score -2437452 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2437469.750000 Penalty: 3498.132080
	Iteration 32Q: 3 clusters Score -2437470 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44089 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2437475.250000 Penalty: 3498.132080
	Iteration 33Q: 3 clusters Score -2437475 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44129 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2437478.000000 Penalty: 3498.132080
	Iteration 34Q: 3 clusters Score -2437478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2437481.500000 Penalty: 3498.132080
	Iteration 35Q: 3 clusters Score -2437482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44177 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2437478.250000 Penalty: 3498.132080
	Iteration 36Q: 3 clusters Score -2437478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2437479.000000 Penalty: 3498.132080
	Iteration 37Q: 3 clusters Score -2437479 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2437484.750000 Penalty: 3498.132080
	Iteration 38Q: 3 clusters Score -2437485 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44244 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2437488.750000 Penalty: 3498.132080
	Iteration 39Q: 3 clusters Score -2437489 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2437494.500000 Penalty: 3498.132080
	Iteration 40F: 3 clusters Score -2437494 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44301 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2437500.500000 Penalty: 3498.132080
	Iteration 41Q: 3 clusters Score -2437500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44328 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2437510.500000 Penalty: 3498.132080
	Iteration 42Q: 3 clusters Score -2437510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2437510.000000 Penalty: 3498.132080
	Iteration 43Q: 3 clusters Score -2437510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44369 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2437509.250000 Penalty: 3498.132080
	Iteration 44Q: 3 clusters Score -2437509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2437514.250000 Penalty: 3498.132080
	Iteration 45Q: 3 clusters Score -2437514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2437509.000000 Penalty: 3498.132080
	Iteration 46Q: 3 clusters Score -2437509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2437512.750000 Penalty: 3498.132080
	Iteration 47Q: 3 clusters Score -2437513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2437515.000000 Penalty: 3498.132080
	Iteration 48Q: 3 clusters Score -2437515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2437516.250000 Penalty: 3498.132080
	Iteration 49Q: 3 clusters Score -2437516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2437518.250000 Penalty: 3498.132080
	Iteration 50Q: 3 clusters Score -2437518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2437518.500000 Penalty: 3498.132080
	Iteration 51Q: 3 clusters Score -2437518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44432 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2437519.000000 Penalty: 3498.132080
	Iteration 52Q: 3 clusters Score -2437519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2437518.750000 Penalty: 3498.132080
	Iteration 53Q: 3 clusters Score -2437519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2437519.250000 Penalty: 3498.132080
	Iteration 54Q: 3 clusters Score -2437519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2437518.250000 Penalty: 3498.132080
	Iteration 55Q: 3 clusters Score -2437518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2437518.250000 Penalty: 3498.132080
	Iteration 56F: 3 clusters Score -2437518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (196429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196429 members 
Entering Unmasked Estep 
Score: -9880953.000000 Penalty: 1980.559082
	Iteration 0F: 2 clusters Score -9880953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97997 members 
Mstep: Class 2 contains 98432 members 
Entering Unmasked Estep 
Score: -9748971.000000 Penalty: 3961.118164
	Iteration 0F: 3 clusters Score -9748971 nChanged 95154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92049 members 
Mstep: Class 2 contains 104380 members 
Entering Unmasked Estep 
Score: -9806255.000000 Penalty: 3961.118164
	Iteration 1F: 3 clusters Score -9806255 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88452 members 
Mstep: Class 2 contains 107977 members 
Entering Unmasked Estep 
Score: -9808290.000000 Penalty: 3961.118164
	Iteration 2Q: 3 clusters Score -9808290 nChanged 7856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83132 members 
Mstep: Class 2 contains 113297 members 
Entering Unmasked Estep 
Score: -9811331.000000 Penalty: 3961.118164
	Iteration 3Q: 3 clusters Score -9811331 nChanged 9530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75580 members 
Mstep: Class 2 contains 120849 members 
Entering Unmasked Estep 
Score: -9816223.000000 Penalty: 3961.118164
	Iteration 4Q: 3 clusters Score -9816223 nChanged 11424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65460 members 
Mstep: Class 2 contains 130969 members 
Entering Unmasked Estep 
Score: -9823507.000000 Penalty: 3961.118164
	Iteration 5F: 3 clusters Score -9823507 nChanged 13023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53297 members 
Mstep: Class 2 contains 143132 members 
Entering Unmasked Estep 
Score: -9833229.000000 Penalty: 3961.118164
	Iteration 6F: 3 clusters Score -9833229 nChanged 13576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 156280 members 
Entering Unmasked Estep 
Score: -9844483.000000 Penalty: 3961.118164
	Iteration 7F: 3 clusters Score -9844483 nChanged 12171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 168273 members 
Entering Unmasked Estep 
Score: -9855191.000000 Penalty: 3961.118164
	Iteration 8F: 3 clusters Score -9855191 nChanged 9709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 177936 members 
Entering Unmasked Estep 
Score: -9863634.000000 Penalty: 3961.118164
	Iteration 9Q: 3 clusters Score -9863634 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 185182 members 
Entering Unmasked Estep 
Score: -9869806.000000 Penalty: 3961.118164
	Iteration 10Q: 3 clusters Score -9869806 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 190186 members 
Entering Unmasked Estep 
Score: -9874276.000000 Penalty: 3961.118164
	Iteration 11Q: 3 clusters Score -9874276 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 193207 members 
Entering Unmasked Estep 
Score: -9876778.000000 Penalty: 3961.118164
	Iteration 12Q: 3 clusters Score -9876778 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 194850 members 
Entering Unmasked Estep 
Score: -9878084.000000 Penalty: 3961.118164
	Iteration 13Q: 3 clusters Score -9878084 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 195543 members 
Entering Unmasked Estep 
Score: -9878638.000000 Penalty: 3961.118164
	Iteration 14Q: 3 clusters Score -9878638 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 195858 members 
Entering Unmasked Estep 
Score: -9878865.000000 Penalty: 3961.118164
	Iteration 15Q: 3 clusters Score -9878865 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 195995 members 
Entering Unmasked Estep 
Score: -9878988.000000 Penalty: 3961.118164
	Iteration 16Q: 3 clusters Score -9878988 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 196071 members 
Entering Unmasked Estep 
Score: -9879040.000000 Penalty: 3961.118164
	Iteration 17Q: 3 clusters Score -9879040 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 196115 members 
Entering Unmasked Estep 
Score: -9879093.000000 Penalty: 3961.118164
	Iteration 18Q: 3 clusters Score -9879093 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 196139 members 
Entering Unmasked Estep 
Score: -9879118.000000 Penalty: 3961.118164
	Iteration 19Q: 3 clusters Score -9879118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 196151 members 
Entering Unmasked Estep 
Score: -9879149.000000 Penalty: 3961.118164
	Iteration 20F: 3 clusters Score -9879149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 196162 members 
Entering Unmasked Estep 
Score: -9879159.000000 Penalty: 3961.118164
	Iteration 21Q: 3 clusters Score -9879159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 196167 members 
Entering Unmasked Estep 
Score: -9879170.000000 Penalty: 3961.118164
	Iteration 22Q: 3 clusters Score -9879170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 196174 members 
Entering Unmasked Estep 
Score: -9879185.000000 Penalty: 3961.118164
	Iteration 23Q: 3 clusters Score -9879185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 196182 members 
Entering Unmasked Estep 
Score: -9879197.000000 Penalty: 3961.118164
	Iteration 24Q: 3 clusters Score -9879197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 196193 members 
Entering Unmasked Estep 
Score: -9879212.000000 Penalty: 3961.118164
	Iteration 25Q: 3 clusters Score -9879212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 196195 members 
Entering Unmasked Estep 
Score: -9879214.000000 Penalty: 3961.118164
	Iteration 26Q: 3 clusters Score -9879214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 196200 members 
Entering Unmasked Estep 
Score: -9879223.000000 Penalty: 3961.118164
	Iteration 27Q: 3 clusters Score -9879223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 196200 members 
Entering Unmasked Estep 
Score: -9879222.000000 Penalty: 3961.118164
	Iteration 28Q: 3 clusters Score -9879222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 196204 members 
Entering Unmasked Estep 
Score: -9879227.000000 Penalty: 3961.118164
	Iteration 29Q: 3 clusters Score -9879227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 196205 members 
Entering Unmasked Estep 
Score: -9879232.000000 Penalty: 3961.118164
	Iteration 30Q: 3 clusters Score -9879232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 196207 members 
Entering Unmasked Estep 
Score: -9879239.000000 Penalty: 3961.118164
	Iteration 31Q: 3 clusters Score -9879239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 196209 members 
Entering Unmasked Estep 
Score: -9879238.000000 Penalty: 3961.118164
	Iteration 32Q: 3 clusters Score -9879238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 196211 members 
Entering Unmasked Estep 
Score: -9879244.000000 Penalty: 3961.118164
	Iteration 33Q: 3 clusters Score -9879244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 196211 members 
Entering Unmasked Estep 
Score: -9879243.000000 Penalty: 3961.118164
	Iteration 34Q: 3 clusters Score -9879243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 196210 members 
Entering Unmasked Estep 
Score: -9879245.000000 Penalty: 3961.118164
	Iteration 35Q: 3 clusters Score -9879245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 196210 members 
Entering Unmasked Estep 
Score: -9879245.000000 Penalty: 3961.118164
	Iteration 36F: 3 clusters Score -9879245 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: -117110.804688 Penalty: 1246.141113
	Iteration 0F: 2 clusters Score -117110.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -114917.328125 Penalty: 2492.282227
	Iteration 0F: 3 clusters Score -114917.3 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -115347.523438 Penalty: 2492.282227
	Iteration 1F: 3 clusters Score -115347.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -115425.070312 Penalty: 2492.282227
	Iteration 2F: 3 clusters Score -115425.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -115475.101562 Penalty: 2492.282227
	Iteration 3Q: 3 clusters Score -115475.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -115513.343750 Penalty: 2492.282227
	Iteration 4Q: 3 clusters Score -115513.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -115534.109375 Penalty: 2492.282227
	Iteration 5Q: 3 clusters Score -115534.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -115547.492188 Penalty: 2492.282227
	Iteration 6Q: 3 clusters Score -115547.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -115560.679688 Penalty: 2492.282227
	Iteration 7Q: 3 clusters Score -115560.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -115572.453125 Penalty: 2492.282227
	Iteration 8Q: 3 clusters Score -115572.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -115579.078125 Penalty: 2492.282227
	Iteration 9Q: 3 clusters Score -115579.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -115583.921875 Penalty: 2492.282227
	Iteration 10Q: 3 clusters Score -115583.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -115589.507812 Penalty: 2492.282227
	Iteration 11Q: 3 clusters Score -115589.5 nChanged 13
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: -115595.523438 Penalty: 2492.282227
	Iteration 12Q: 3 clusters Score -115595.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -115596.500000 Penalty: 2492.282227
	Iteration 13Q: 3 clusters Score -115596.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -115596.976562 Penalty: 2492.282227
	Iteration 14Q: 3 clusters Score -115597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -115597.210938 Penalty: 2492.282227
	Iteration 15Q: 3 clusters Score -115597.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -115598.257812 Penalty: 2492.282227
	Iteration 16Q: 3 clusters Score -115598.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -115598.367188 Penalty: 2492.282227
	Iteration 17Q: 3 clusters Score -115598.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -115598.757812 Penalty: 2492.282227
	Iteration 18Q: 3 clusters Score -115598.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -115598.757812 Penalty: 2492.282227
	Iteration 19F: 3 clusters Score -115598.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Entering Unmasked Estep 
Score: -1320005.625000 Penalty: 1643.246826
	Iteration 0F: 2 clusters Score -1320006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1303319.625000 Penalty: 3286.493652
	Iteration 0F: 3 clusters Score -1303320 nChanged 11199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1309397.500000 Penalty: 3286.493652
	Iteration 1F: 3 clusters Score -1309398 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1309739.000000 Penalty: 3286.493652
	Iteration 2Q: 3 clusters Score -1309739 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1310078.125000 Penalty: 3286.493652
	Iteration 3Q: 3 clusters Score -1310078 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1310523.625000 Penalty: 3286.493652
	Iteration 4Q: 3 clusters Score -1310524 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -1311114.750000 Penalty: 3286.493652
	Iteration 5Q: 3 clusters Score -1311115 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -1312009.375000 Penalty: 3286.493652
	Iteration 6F: 3 clusters Score -1312009 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -1313232.500000 Penalty: 3286.493652
	Iteration 7F: 3 clusters Score -1313232 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -1314615.000000 Penalty: 3286.493652
	Iteration 8F: 3 clusters Score -1314615 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -1315804.625000 Penalty: 3286.493652
	Iteration 9F: 3 clusters Score -1315805 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -1316754.250000 Penalty: 3286.493652
	Iteration 10Q: 3 clusters Score -1316754 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -1317448.375000 Penalty: 3286.493652
	Iteration 11Q: 3 clusters Score -1317448 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -1317944.375000 Penalty: 3286.493652
	Iteration 12Q: 3 clusters Score -1317944 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -1318200.500000 Penalty: 3286.493652
	Iteration 13Q: 3 clusters Score -1318200 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -1318350.625000 Penalty: 3286.493652
	Iteration 14Q: 3 clusters Score -1318351 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -1318442.250000 Penalty: 3286.493652
	Iteration 15Q: 3 clusters Score -1318442 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -1318482.250000 Penalty: 3286.493652
	Iteration 16Q: 3 clusters Score -1318482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -1318513.375000 Penalty: 3286.493652
	Iteration 17Q: 3 clusters Score -1318513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -1318535.750000 Penalty: 3286.493652
	Iteration 18Q: 3 clusters Score -1318536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -1318552.750000 Penalty: 3286.493652
	Iteration 19Q: 3 clusters Score -1318553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -1318561.500000 Penalty: 3286.493652
	Iteration 20F: 3 clusters Score -1318562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -1318565.500000 Penalty: 3286.493652
	Iteration 21Q: 3 clusters Score -1318566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -1318573.250000 Penalty: 3286.493652
	Iteration 22Q: 3 clusters Score -1318573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -1318579.750000 Penalty: 3286.493652
	Iteration 23Q: 3 clusters Score -1318580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -1318589.000000 Penalty: 3286.493652
	Iteration 24Q: 3 clusters Score -1318589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -1318595.125000 Penalty: 3286.493652
	Iteration 25Q: 3 clusters Score -1318595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -1318595.750000 Penalty: 3286.493652
	Iteration 26Q: 3 clusters Score -1318596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -1318601.875000 Penalty: 3286.493652
	Iteration 27Q: 3 clusters Score -1318602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -1318604.500000 Penalty: 3286.493652
	Iteration 28Q: 3 clusters Score -1318604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -1318604.500000 Penalty: 3286.493652
	Iteration 29F: 3 clusters Score -1318604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Entering Unmasked Estep 
Score: -192366.015625 Penalty: 1363.344849
	Iteration 0F: 2 clusters Score -192366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -188835.484375 Penalty: 2726.689697
	Iteration 0F: 3 clusters Score -188835.5 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -189875.406250 Penalty: 2726.689697
	Iteration 1F: 3 clusters Score -189875.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -190115.750000 Penalty: 2726.689697
	Iteration 2F: 3 clusters Score -190115.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -190308.859375 Penalty: 2726.689697
	Iteration 3F: 3 clusters Score -190308.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -190474.859375 Penalty: 2726.689697
	Iteration 4F: 3 clusters Score -190474.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -190616.796875 Penalty: 2726.689697
	Iteration 5Q: 3 clusters Score -190616.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -190732.343750 Penalty: 2726.689697
	Iteration 6Q: 3 clusters Score -190732.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -190832.984375 Penalty: 2726.689697
	Iteration 7Q: 3 clusters Score -190833 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -190925.640625 Penalty: 2726.689697
	Iteration 8Q: 3 clusters Score -190925.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -191006.921875 Penalty: 2726.689697
	Iteration 9Q: 3 clusters Score -191006.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -191084.312500 Penalty: 2726.689697
	Iteration 10Q: 3 clusters Score -191084.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -191140.468750 Penalty: 2726.689697
	Iteration 11Q: 3 clusters Score -191140.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -191174.015625 Penalty: 2726.689697
	Iteration 12Q: 3 clusters Score -191174 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -191200.390625 Penalty: 2726.689697
	Iteration 13Q: 3 clusters Score -191200.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -191222.421875 Penalty: 2726.689697
	Iteration 14Q: 3 clusters Score -191222.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -191239.734375 Penalty: 2726.689697
	Iteration 15Q: 3 clusters Score -191239.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -191254.125000 Penalty: 2726.689697
	Iteration 16Q: 3 clusters Score -191254.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -191277.609375 Penalty: 2726.689697
	Iteration 17Q: 3 clusters Score -191277.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -191300.296875 Penalty: 2726.689697
	Iteration 18Q: 3 clusters Score -191300.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -191330.796875 Penalty: 2726.689697
	Iteration 19Q: 3 clusters Score -191330.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -191355.562500 Penalty: 2726.689697
	Iteration 20F: 3 clusters Score -191355.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -191374.953125 Penalty: 2726.689697
	Iteration 21Q: 3 clusters Score -191375 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -191393.406250 Penalty: 2726.689697
	Iteration 22Q: 3 clusters Score -191393.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -191404.281250 Penalty: 2726.689697
	Iteration 23Q: 3 clusters Score -191404.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -191417.625000 Penalty: 2726.689697
	Iteration 24Q: 3 clusters Score -191417.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -191425.796875 Penalty: 2726.689697
	Iteration 25Q: 3 clusters Score -191425.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -191432.296875 Penalty: 2726.689697
	Iteration 26Q: 3 clusters Score -191432.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -191437.140625 Penalty: 2726.689697
	Iteration 27Q: 3 clusters Score -191437.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -191439.828125 Penalty: 2726.689697
	Iteration 28Q: 3 clusters Score -191439.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -191442.171875 Penalty: 2726.689697
	Iteration 29Q: 3 clusters Score -191442.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -191443.375000 Penalty: 2726.689697
	Iteration 30Q: 3 clusters Score -191443.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -191444.703125 Penalty: 2726.689697
	Iteration 31Q: 3 clusters Score -191444.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -191445.078125 Penalty: 2726.689697
	Iteration 32Q: 3 clusters Score -191445.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -191445.328125 Penalty: 2726.689697
	Iteration 33Q: 3 clusters Score -191445.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -191445.328125 Penalty: 2726.689697
	Iteration 34F: 3 clusters Score -191445.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Entering Unmasked Estep 
Score: -75654.312500 Penalty: 1205.746704
	Iteration 0F: 2 clusters Score -75654.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -73754.265625 Penalty: 2411.493408
	Iteration 0F: 3 clusters Score -73754.27 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -74100.710938 Penalty: 2411.493408
	Iteration 1F: 3 clusters Score -74100.71 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -74182.664062 Penalty: 2411.493408
	Iteration 2F: 3 clusters Score -74182.66 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -74224.937500 Penalty: 2411.493408
	Iteration 3Q: 3 clusters Score -74224.94 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -74272.937500 Penalty: 2411.493408
	Iteration 4Q: 3 clusters Score -74272.94 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -74327.578125 Penalty: 2411.493408
	Iteration 5Q: 3 clusters Score -74327.58 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -74394.343750 Penalty: 2411.493408
	Iteration 6Q: 3 clusters Score -74394.34 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -74483.382812 Penalty: 2411.493408
	Iteration 7Q: 3 clusters Score -74483.38 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -74569.117188 Penalty: 2411.493408
	Iteration 8Q: 3 clusters Score -74569.12 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -74635.179688 Penalty: 2411.493408
	Iteration 9Q: 3 clusters Score -74635.18 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -74685.679688 Penalty: 2411.493408
	Iteration 10Q: 3 clusters Score -74685.68 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -74713.898438 Penalty: 2411.493408
	Iteration 11Q: 3 clusters Score -74713.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -74734.343750 Penalty: 2411.493408
	Iteration 12Q: 3 clusters Score -74734.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -74759.882812 Penalty: 2411.493408
	Iteration 13Q: 3 clusters Score -74759.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -74780.632812 Penalty: 2411.493408
	Iteration 14Q: 3 clusters Score -74780.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -74801.679688 Penalty: 2411.493408
	Iteration 15Q: 3 clusters Score -74801.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -74812.437500 Penalty: 2411.493408
	Iteration 16Q: 3 clusters Score -74812.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -74816.304688 Penalty: 2411.493408
	Iteration 17Q: 3 clusters Score -74816.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -74820.875000 Penalty: 2411.493408
	Iteration 18Q: 3 clusters Score -74820.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -74826.484375 Penalty: 2411.493408
	Iteration 19Q: 3 clusters Score -74826.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -74836.804688 Penalty: 2411.493408
	Iteration 20F: 3 clusters Score -74836.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -74844.867188 Penalty: 2411.493408
	Iteration 21Q: 3 clusters Score -74844.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -74848.718750 Penalty: 2411.493408
	Iteration 22Q: 3 clusters Score -74848.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -74850.679688 Penalty: 2411.493408
	Iteration 23Q: 3 clusters Score -74850.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -74851.796875 Penalty: 2411.493408
	Iteration 24Q: 3 clusters Score -74851.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -74853.703125 Penalty: 2411.493408
	Iteration 25Q: 3 clusters Score -74853.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -74855.218750 Penalty: 2411.493408
	Iteration 26Q: 3 clusters Score -74855.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -74855.218750 Penalty: 2411.493408
	Iteration 27F: 3 clusters Score -74855.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Entering Unmasked Estep 
Score: -489633.375000 Penalty: 1487.436035
	Iteration 0F: 2 clusters Score -489633.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -482813.625000 Penalty: 2974.872070
	Iteration 0F: 3 clusters Score -482813.6 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -485013.593750 Penalty: 2974.872070
	Iteration 1F: 3 clusters Score -485013.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -485231.281250 Penalty: 2974.872070
	Iteration 2F: 3 clusters Score -485231.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -485408.906250 Penalty: 2974.872070
	Iteration 3Q: 3 clusters Score -485408.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -485583.937500 Penalty: 2974.872070
	Iteration 4Q: 3 clusters Score -485583.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -485729.656250 Penalty: 2974.872070
	Iteration 5Q: 3 clusters Score -485729.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -485873.687500 Penalty: 2974.872070
	Iteration 6Q: 3 clusters Score -485873.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -486038.406250 Penalty: 2974.872070
	Iteration 7Q: 3 clusters Score -486038.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -486244.281250 Penalty: 2974.872070
	Iteration 8Q: 3 clusters Score -486244.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -486463.937500 Penalty: 2974.872070
	Iteration 9Q: 3 clusters Score -486463.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -486680.437500 Penalty: 2974.872070
	Iteration 10Q: 3 clusters Score -486680.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -486864.218750 Penalty: 2974.872070
	Iteration 11Q: 3 clusters Score -486864.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -487000.437500 Penalty: 2974.872070
	Iteration 12Q: 3 clusters Score -487000.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -487116.500000 Penalty: 2974.872070
	Iteration 13Q: 3 clusters Score -487116.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -487205.937500 Penalty: 2974.872070
	Iteration 14Q: 3 clusters Score -487205.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -487276.687500 Penalty: 2974.872070
	Iteration 15Q: 3 clusters Score -487276.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -487328.718750 Penalty: 2974.872070
	Iteration 16Q: 3 clusters Score -487328.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -487383.156250 Penalty: 2974.872070
	Iteration 17Q: 3 clusters Score -487383.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -487417.437500 Penalty: 2974.872070
	Iteration 18Q: 3 clusters Score -487417.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -487446.375000 Penalty: 2974.872070
	Iteration 19Q: 3 clusters Score -487446.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -487466.906250 Penalty: 2974.872070
	Iteration 20F: 3 clusters Score -487466.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -487490.468750 Penalty: 2974.872070
	Iteration 21Q: 3 clusters Score -487490.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -487517.375000 Penalty: 2974.872070
	Iteration 22Q: 3 clusters Score -487517.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -487541.593750 Penalty: 2974.872070
	Iteration 23Q: 3 clusters Score -487541.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -487567.968750 Penalty: 2974.872070
	Iteration 24Q: 3 clusters Score -487568 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -487591.312500 Penalty: 2974.872070
	Iteration 25Q: 3 clusters Score -487591.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -487609.468750 Penalty: 2974.872070
	Iteration 26Q: 3 clusters Score -487609.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -487633.406250 Penalty: 2974.872070
	Iteration 27Q: 3 clusters Score -487633.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -487654.875000 Penalty: 2974.872070
	Iteration 28Q: 3 clusters Score -487654.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -487672.812500 Penalty: 2974.872070
	Iteration 29Q: 3 clusters Score -487672.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -487689.468750 Penalty: 2974.872070
	Iteration 30Q: 3 clusters Score -487689.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -487711.656250 Penalty: 2974.872070
	Iteration 31Q: 3 clusters Score -487711.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -487737.156250 Penalty: 2974.872070
	Iteration 32Q: 3 clusters Score -487737.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -487773.281250 Penalty: 2974.872070
	Iteration 33Q: 3 clusters Score -487773.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -487809.218750 Penalty: 2974.872070
	Iteration 34Q: 3 clusters Score -487809.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -487848.218750 Penalty: 2974.872070
	Iteration 35Q: 3 clusters Score -487848.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -487895.281250 Penalty: 2974.872070
	Iteration 36Q: 3 clusters Score -487895.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -487939.687500 Penalty: 2974.872070
	Iteration 37Q: 3 clusters Score -487939.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -487982.000000 Penalty: 2974.872070
	Iteration 38Q: 3 clusters Score -487982 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -488026.218750 Penalty: 2974.872070
	Iteration 39Q: 3 clusters Score -488026.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -488058.968750 Penalty: 2974.872070
	Iteration 40F: 3 clusters Score -488059 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -488085.656250 Penalty: 2974.872070
	Iteration 41Q: 3 clusters Score -488085.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -488109.750000 Penalty: 2974.872070
	Iteration 42Q: 3 clusters Score -488109.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -488126.406250 Penalty: 2974.872070
	Iteration 43Q: 3 clusters Score -488126.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -488139.343750 Penalty: 2974.872070
	Iteration 44Q: 3 clusters Score -488139.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -488153.843750 Penalty: 2974.872070
	Iteration 45Q: 3 clusters Score -488153.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -488172.187500 Penalty: 2974.872070
	Iteration 46Q: 3 clusters Score -488172.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -488189.812500 Penalty: 2974.872070
	Iteration 47Q: 3 clusters Score -488189.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -488207.000000 Penalty: 2974.872070
	Iteration 48Q: 3 clusters Score -488207 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -488228.625000 Penalty: 2974.872070
	Iteration 49Q: 3 clusters Score -488228.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -488242.937500 Penalty: 2974.872070
	Iteration 50Q: 3 clusters Score -488242.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -488256.937500 Penalty: 2974.872070
	Iteration 51Q: 3 clusters Score -488256.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -488270.093750 Penalty: 2974.872070
	Iteration 52Q: 3 clusters Score -488270.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -488274.406250 Penalty: 2974.872070
	Iteration 53Q: 3 clusters Score -488274.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -488277.531250 Penalty: 2974.872070
	Iteration 54Q: 3 clusters Score -488277.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -488280.406250 Penalty: 2974.872070
	Iteration 55Q: 3 clusters Score -488280.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -488285.687500 Penalty: 2974.872070
	Iteration 56Q: 3 clusters Score -488285.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -488293.531250 Penalty: 2974.872070
	Iteration 57Q: 3 clusters Score -488293.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -488298.343750 Penalty: 2974.872070
	Iteration 58Q: 3 clusters Score -488298.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -488299.750000 Penalty: 2974.872070
	Iteration 59Q: 3 clusters Score -488299.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -488301.031250 Penalty: 2974.872070
	Iteration 60F: 3 clusters Score -488301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -488304.000000 Penalty: 2974.872070
	Iteration 61Q: 3 clusters Score -488304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -488311.000000 Penalty: 2974.872070
	Iteration 62Q: 3 clusters Score -488311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -488317.375000 Penalty: 2974.872070
	Iteration 63Q: 3 clusters Score -488317.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -488324.562500 Penalty: 2974.872070
	Iteration 64Q: 3 clusters Score -488324.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -488329.062500 Penalty: 2974.872070
	Iteration 65Q: 3 clusters Score -488329.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -488331.468750 Penalty: 2974.872070
	Iteration 66Q: 3 clusters Score -488331.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -488335.437500 Penalty: 2974.872070
	Iteration 67Q: 3 clusters Score -488335.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -488337.500000 Penalty: 2974.872070
	Iteration 68Q: 3 clusters Score -488337.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -488339.562500 Penalty: 2974.872070
	Iteration 69Q: 3 clusters Score -488339.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -488341.406250 Penalty: 2974.872070
	Iteration 70Q: 3 clusters Score -488341.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -488342.437500 Penalty: 2974.872070
	Iteration 71Q: 3 clusters Score -488342.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -488342.656250 Penalty: 2974.872070
	Iteration 72Q: 3 clusters Score -488342.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -488342.656250 Penalty: 2974.872070
	Iteration 73F: 3 clusters Score -488342.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 7118 members 
Mstep: Class 3 contains 35994 members 
Mstep: Class 5 contains 44111 members 
Mstep: Class 7 contains 150179 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41883 members 
Mstep: Class 12 contains 47263 members 
Mstep: Class 13 contains 196429 members 
Mstep: Class 15 contains 2140 members 
Mstep: Class 16 contains 24644 members 
Mstep: Class 17 contains 4402 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085414.000000 Penalty: 30217.503906
Iteration 199Q: 15 clusters Score -2.908541e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 7118 members 
Mstep: Class 3 contains 35994 members 
Mstep: Class 5 contains 44111 members 
Mstep: Class 7 contains 150179 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 11 contains 41883 members 
Mstep: Class 12 contains 47263 members 
Mstep: Class 13 contains 196429 members 
Mstep: Class 15 contains 2140 members 
Mstep: Class 16 contains 24644 members 
Mstep: Class 17 contains 4402 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 9447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085414.000000 Penalty: 30217.503906
Iteration 200F: 15 clusters Score -2.908541e+07 nChanged 0
Entering ConstructFrom: 
Score: -29085414.000000 Penalty: 30217.503906
Entering ConstructFrom: 
Trying to split cluster 1 (11462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Entering Unmasked Estep 
Score: -562285.312500 Penalty: 1518.853760
	Iteration 0F: 2 clusters Score -562285.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -554171.062500 Penalty: 3037.707520
	Iteration 0F: 3 clusters Score -554171.1 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -556792.437500 Penalty: 3037.707520
	Iteration 1F: 3 clusters Score -556792.4 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -557049.687500 Penalty: 3037.707520
	Iteration 2F: 3 clusters Score -557049.7 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -557229.812500 Penalty: 3037.707520
	Iteration 3Q: 3 clusters Score -557229.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -557381.625000 Penalty: 3037.707520
	Iteration 4Q: 3 clusters Score -557381.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -557521.500000 Penalty: 3037.707520
	Iteration 5Q: 3 clusters Score -557521.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -557663.375000 Penalty: 3037.707520
	Iteration 6Q: 3 clusters Score -557663.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -557810.562500 Penalty: 3037.707520
	Iteration 7Q: 3 clusters Score -557810.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -557980.500000 Penalty: 3037.707520
	Iteration 8Q: 3 clusters Score -557980.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -558201.687500 Penalty: 3037.707520
	Iteration 9Q: 3 clusters Score -558201.7 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -558526.375000 Penalty: 3037.707520
	Iteration 10Q: 3 clusters Score -558526.4 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -558927.375000 Penalty: 3037.707520
	Iteration 11Q: 3 clusters Score -558927.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -559323.500000 Penalty: 3037.707520
	Iteration 12Q: 3 clusters Score -559323.5 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -559692.750000 Penalty: 3037.707520
	Iteration 13Q: 3 clusters Score -559692.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -560035.187500 Penalty: 3037.707520
	Iteration 14Q: 3 clusters Score -560035.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -560306.312500 Penalty: 3037.707520
	Iteration 15Q: 3 clusters Score -560306.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -560513.437500 Penalty: 3037.707520
	Iteration 16Q: 3 clusters Score -560513.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -560670.937500 Penalty: 3037.707520
	Iteration 17Q: 3 clusters Score -560670.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -560770.312500 Penalty: 3037.707520
	Iteration 18Q: 3 clusters Score -560770.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -560855.062500 Penalty: 3037.707520
	Iteration 19Q: 3 clusters Score -560855.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -560918.812500 Penalty: 3037.707520
	Iteration 20F: 3 clusters Score -560918.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -560979.937500 Penalty: 3037.707520
	Iteration 21Q: 3 clusters Score -560979.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -561013.062500 Penalty: 3037.707520
	Iteration 22Q: 3 clusters Score -561013.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -561027.750000 Penalty: 3037.707520
	Iteration 23Q: 3 clusters Score -561027.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -561036.875000 Penalty: 3037.707520
	Iteration 24Q: 3 clusters Score -561036.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -561045.750000 Penalty: 3037.707520
	Iteration 25Q: 3 clusters Score -561045.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -561051.562500 Penalty: 3037.707520
	Iteration 26Q: 3 clusters Score -561051.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -561056.187500 Penalty: 3037.707520
	Iteration 27Q: 3 clusters Score -561056.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -561063.000000 Penalty: 3037.707520
	Iteration 28Q: 3 clusters Score -561063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -561068.937500 Penalty: 3037.707520
	Iteration 29Q: 3 clusters Score -561068.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -561073.375000 Penalty: 3037.707520
	Iteration 30Q: 3 clusters Score -561073.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -561078.312500 Penalty: 3037.707520
	Iteration 31Q: 3 clusters Score -561078.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -561079.500000 Penalty: 3037.707520
	Iteration 32Q: 3 clusters Score -561079.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -561084.125000 Penalty: 3037.707520
	Iteration 33Q: 3 clusters Score -561084.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -561085.375000 Penalty: 3037.707520
	Iteration 34Q: 3 clusters Score -561085.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -561089.187500 Penalty: 3037.707520
	Iteration 35Q: 3 clusters Score -561089.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -561094.437500 Penalty: 3037.707520
	Iteration 36Q: 3 clusters Score -561094.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -561098.750000 Penalty: 3037.707520
	Iteration 37Q: 3 clusters Score -561098.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -561101.062500 Penalty: 3037.707520
	Iteration 38Q: 3 clusters Score -561101.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -561106.187500 Penalty: 3037.707520
	Iteration 39Q: 3 clusters Score -561106.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -561110.312500 Penalty: 3037.707520
	Iteration 40F: 3 clusters Score -561110.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -561111.312500 Penalty: 3037.707520
	Iteration 41Q: 3 clusters Score -561111.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -561111.312500 Penalty: 3037.707520
	Iteration 42F: 3 clusters Score -561111.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Entering Unmasked Estep 
Score: -379876.562500 Penalty: 1441.437134
	Iteration 0F: 2 clusters Score -379876.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -374504.218750 Penalty: 2882.874268
	Iteration 0F: 3 clusters Score -374504.2 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -376054.125000 Penalty: 2882.874268
	Iteration 1F: 3 clusters Score -376054.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -376233.562500 Penalty: 2882.874268
	Iteration 2F: 3 clusters Score -376233.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -376365.187500 Penalty: 2882.874268
	Iteration 3Q: 3 clusters Score -376365.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -376469.468750 Penalty: 2882.874268
	Iteration 4Q: 3 clusters Score -376469.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -376546.500000 Penalty: 2882.874268
	Iteration 5Q: 3 clusters Score -376546.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -376614.625000 Penalty: 2882.874268
	Iteration 6Q: 3 clusters Score -376614.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -376676.625000 Penalty: 2882.874268
	Iteration 7Q: 3 clusters Score -376676.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -376751.937500 Penalty: 2882.874268
	Iteration 8Q: 3 clusters Score -376751.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -376830.812500 Penalty: 2882.874268
	Iteration 9Q: 3 clusters Score -376830.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -376922.906250 Penalty: 2882.874268
	Iteration 10Q: 3 clusters Score -376922.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -377027.593750 Penalty: 2882.874268
	Iteration 11Q: 3 clusters Score -377027.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -377163.843750 Penalty: 2882.874268
	Iteration 12Q: 3 clusters Score -377163.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -377371.656250 Penalty: 2882.874268
	Iteration 13Q: 3 clusters Score -377371.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -377605.343750 Penalty: 2882.874268
	Iteration 14Q: 3 clusters Score -377605.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -377845.281250 Penalty: 2882.874268
	Iteration 15Q: 3 clusters Score -377845.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -378067.562500 Penalty: 2882.874268
	Iteration 16Q: 3 clusters Score -378067.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -378284.187500 Penalty: 2882.874268
	Iteration 17Q: 3 clusters Score -378284.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -378427.250000 Penalty: 2882.874268
	Iteration 18Q: 3 clusters Score -378427.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -378524.343750 Penalty: 2882.874268
	Iteration 19Q: 3 clusters Score -378524.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -378595.062500 Penalty: 2882.874268
	Iteration 20F: 3 clusters Score -378595.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -378639.625000 Penalty: 2882.874268
	Iteration 21Q: 3 clusters Score -378639.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -378676.875000 Penalty: 2882.874268
	Iteration 22Q: 3 clusters Score -378676.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -378697.781250 Penalty: 2882.874268
	Iteration 23Q: 3 clusters Score -378697.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -378706.531250 Penalty: 2882.874268
	Iteration 24Q: 3 clusters Score -378706.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -378710.250000 Penalty: 2882.874268
	Iteration 25Q: 3 clusters Score -378710.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -378713.906250 Penalty: 2882.874268
	Iteration 26Q: 3 clusters Score -378713.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -378718.656250 Penalty: 2882.874268
	Iteration 27Q: 3 clusters Score -378718.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -378720.000000 Penalty: 2882.874268
	Iteration 28Q: 3 clusters Score -378720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -378720.000000 Penalty: 2882.874268
	Iteration 29F: 3 clusters Score -378720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (35994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35994 members 
Entering Unmasked Estep 
Score: -1849692.000000 Penalty: 1704.805054
	Iteration 0F: 2 clusters Score -1849692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -1825640.750000 Penalty: 3409.610107
	Iteration 0F: 3 clusters Score -1825641 nChanged 16675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -1835126.625000 Penalty: 3409.610107
	Iteration 1F: 3 clusters Score -1835127 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -1835694.250000 Penalty: 3409.610107
	Iteration 2Q: 3 clusters Score -1835694 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -1836438.875000 Penalty: 3409.610107
	Iteration 3Q: 3 clusters Score -1836439 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -1837470.125000 Penalty: 3409.610107
	Iteration 4F: 3 clusters Score -1837470 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1838936.500000 Penalty: 3409.610107
	Iteration 5F: 3 clusters Score -1838936 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1840806.125000 Penalty: 3409.610107
	Iteration 6F: 3 clusters Score -1840806 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1842833.875000 Penalty: 3409.610107
	Iteration 7F: 3 clusters Score -1842834 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1844535.500000 Penalty: 3409.610107
	Iteration 8F: 3 clusters Score -1844536 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1845591.250000 Penalty: 3409.610107
	Iteration 9Q: 3 clusters Score -1845591 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1846119.125000 Penalty: 3409.610107
	Iteration 10Q: 3 clusters Score -1846119 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1846438.625000 Penalty: 3409.610107
	Iteration 11Q: 3 clusters Score -1846439 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1846691.750000 Penalty: 3409.610107
	Iteration 12Q: 3 clusters Score -1846692 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1846938.375000 Penalty: 3409.610107
	Iteration 13Q: 3 clusters Score -1846938 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1847120.750000 Penalty: 3409.610107
	Iteration 14Q: 3 clusters Score -1847121 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1847272.375000 Penalty: 3409.610107
	Iteration 15Q: 3 clusters Score -1847272 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1847408.750000 Penalty: 3409.610107
	Iteration 16Q: 3 clusters Score -1847409 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1847538.500000 Penalty: 3409.610107
	Iteration 17Q: 3 clusters Score -1847538 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1847664.500000 Penalty: 3409.610107
	Iteration 18Q: 3 clusters Score -1847664 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1847767.750000 Penalty: 3409.610107
	Iteration 19Q: 3 clusters Score -1847768 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1847870.750000 Penalty: 3409.610107
	Iteration 20F: 3 clusters Score -1847871 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1847959.250000 Penalty: 3409.610107
	Iteration 21Q: 3 clusters Score -1847959 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1848033.000000 Penalty: 3409.610107
	Iteration 22Q: 3 clusters Score -1848033 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1848072.750000 Penalty: 3409.610107
	Iteration 23Q: 3 clusters Score -1848073 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1848114.750000 Penalty: 3409.610107
	Iteration 24Q: 3 clusters Score -1848115 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1848153.125000 Penalty: 3409.610107
	Iteration 25Q: 3 clusters Score -1848153 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1848183.375000 Penalty: 3409.610107
	Iteration 26Q: 3 clusters Score -1848183 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1848207.750000 Penalty: 3409.610107
	Iteration 27Q: 3 clusters Score -1848208 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1848233.375000 Penalty: 3409.610107
	Iteration 28Q: 3 clusters Score -1848233 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1848266.000000 Penalty: 3409.610107
	Iteration 29Q: 3 clusters Score -1848266 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1848284.625000 Penalty: 3409.610107
	Iteration 30Q: 3 clusters Score -1848285 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1848302.500000 Penalty: 3409.610107
	Iteration 31Q: 3 clusters Score -1848302 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1848315.875000 Penalty: 3409.610107
	Iteration 32Q: 3 clusters Score -1848316 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1848340.750000 Penalty: 3409.610107
	Iteration 33Q: 3 clusters Score -1848341 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1848364.000000 Penalty: 3409.610107
	Iteration 34Q: 3 clusters Score -1848364 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1848386.000000 Penalty: 3409.610107
	Iteration 35Q: 3 clusters Score -1848386 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1848399.250000 Penalty: 3409.610107
	Iteration 36Q: 3 clusters Score -1848399 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1848418.500000 Penalty: 3409.610107
	Iteration 37Q: 3 clusters Score -1848418 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1848434.500000 Penalty: 3409.610107
	Iteration 38Q: 3 clusters Score -1848434 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1848445.250000 Penalty: 3409.610107
	Iteration 39Q: 3 clusters Score -1848445 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1848451.375000 Penalty: 3409.610107
	Iteration 40F: 3 clusters Score -1848451 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1848456.750000 Penalty: 3409.610107
	Iteration 41Q: 3 clusters Score -1848457 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1848458.375000 Penalty: 3409.610107
	Iteration 42Q: 3 clusters Score -1848458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1848462.875000 Penalty: 3409.610107
	Iteration 43Q: 3 clusters Score -1848463 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1848466.125000 Penalty: 3409.610107
	Iteration 44Q: 3 clusters Score -1848466 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1848472.125000 Penalty: 3409.610107
	Iteration 45Q: 3 clusters Score -1848472 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1848473.125000 Penalty: 3409.610107
	Iteration 46Q: 3 clusters Score -1848473 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1848479.375000 Penalty: 3409.610107
	Iteration 47Q: 3 clusters Score -1848479 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1848491.375000 Penalty: 3409.610107
	Iteration 48Q: 3 clusters Score -1848491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1848491.500000 Penalty: 3409.610107
	Iteration 49Q: 3 clusters Score -1848492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1848495.250000 Penalty: 3409.610107
	Iteration 50Q: 3 clusters Score -1848495 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1848499.250000 Penalty: 3409.610107
	Iteration 51Q: 3 clusters Score -1848499 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1848500.250000 Penalty: 3409.610107
	Iteration 52Q: 3 clusters Score -1848500 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1848508.250000 Penalty: 3409.610107
	Iteration 53Q: 3 clusters Score -1848508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1848511.375000 Penalty: 3409.610107
	Iteration 54Q: 3 clusters Score -1848511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1848520.875000 Penalty: 3409.610107
	Iteration 55Q: 3 clusters Score -1848521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1848524.875000 Penalty: 3409.610107
	Iteration 56Q: 3 clusters Score -1848525 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1848531.125000 Penalty: 3409.610107
	Iteration 57Q: 3 clusters Score -1848531 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1848534.375000 Penalty: 3409.610107
	Iteration 58Q: 3 clusters Score -1848534 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1848540.125000 Penalty: 3409.610107
	Iteration 59Q: 3 clusters Score -1848540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1848542.125000 Penalty: 3409.610107
	Iteration 60F: 3 clusters Score -1848542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1848546.500000 Penalty: 3409.610107
	Iteration 61Q: 3 clusters Score -1848546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1848552.500000 Penalty: 3409.610107
	Iteration 62Q: 3 clusters Score -1848552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1848556.875000 Penalty: 3409.610107
	Iteration 63Q: 3 clusters Score -1848557 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1848561.000000 Penalty: 3409.610107
	Iteration 64Q: 3 clusters Score -1848561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1848567.375000 Penalty: 3409.610107
	Iteration 65Q: 3 clusters Score -1848567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1848571.500000 Penalty: 3409.610107
	Iteration 66Q: 3 clusters Score -1848572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1848571.625000 Penalty: 3409.610107
	Iteration 67Q: 3 clusters Score -1848572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1848576.750000 Penalty: 3409.610107
	Iteration 68Q: 3 clusters Score -1848577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1848575.375000 Penalty: 3409.610107
	Iteration 69Q: 3 clusters Score -1848575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1848573.000000 Penalty: 3409.610107
	Iteration 70Q: 3 clusters Score -1848573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1848575.750000 Penalty: 3409.610107
	Iteration 71Q: 3 clusters Score -1848576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1848577.500000 Penalty: 3409.610107
	Iteration 72Q: 3 clusters Score -1848578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1848577.875000 Penalty: 3409.610107
	Iteration 73Q: 3 clusters Score -1848578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1848578.500000 Penalty: 3409.610107
	Iteration 74Q: 3 clusters Score -1848578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1848580.125000 Penalty: 3409.610107
	Iteration 75Q: 3 clusters Score -1848580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1848579.375000 Penalty: 3409.610107
	Iteration 76Q: 3 clusters Score -1848579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1848582.375000 Penalty: 3409.610107
	Iteration 77Q: 3 clusters Score -1848582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1848585.875000 Penalty: 3409.610107
	Iteration 78Q: 3 clusters Score -1848586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1848584.750000 Penalty: 3409.610107
	Iteration 79Q: 3 clusters Score -1848585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34538 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1848590.375000 Penalty: 3409.610107
	Iteration 80F: 3 clusters Score -1848590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34557 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1848596.875000 Penalty: 3409.610107
	Iteration 81Q: 3 clusters Score -1848597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1848592.750000 Penalty: 3409.610107
	Iteration 82Q: 3 clusters Score -1848593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1848598.500000 Penalty: 3409.610107
	Iteration 83Q: 3 clusters Score -1848598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1848602.000000 Penalty: 3409.610107
	Iteration 84Q: 3 clusters Score -1848602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1848604.375000 Penalty: 3409.610107
	Iteration 85Q: 3 clusters Score -1848604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1848609.125000 Penalty: 3409.610107
	Iteration 86Q: 3 clusters Score -1848609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1848608.875000 Penalty: 3409.610107
	Iteration 87Q: 3 clusters Score -1848609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1848610.500000 Penalty: 3409.610107
	Iteration 88Q: 3 clusters Score -1848610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34687 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1848615.250000 Penalty: 3409.610107
	Iteration 89Q: 3 clusters Score -1848615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1848611.500000 Penalty: 3409.610107
	Iteration 90Q: 3 clusters Score -1848612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1848618.250000 Penalty: 3409.610107
	Iteration 91Q: 3 clusters Score -1848618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1848617.125000 Penalty: 3409.610107
	Iteration 92Q: 3 clusters Score -1848617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1848620.625000 Penalty: 3409.610107
	Iteration 93Q: 3 clusters Score -1848621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1848631.500000 Penalty: 3409.610107
	Iteration 94Q: 3 clusters Score -1848632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1848632.000000 Penalty: 3409.610107
	Iteration 95Q: 3 clusters Score -1848632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1848631.625000 Penalty: 3409.610107
	Iteration 96Q: 3 clusters Score -1848632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1848634.625000 Penalty: 3409.610107
	Iteration 97Q: 3 clusters Score -1848635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1848633.500000 Penalty: 3409.610107
	Iteration 98Q: 3 clusters Score -1848634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1848632.250000 Penalty: 3409.610107
	Iteration 99Q: 3 clusters Score -1848632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1848632.250000 Penalty: 3409.610107
	Iteration 100F: 3 clusters Score -1848632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44111 members 
Entering Unmasked Estep 
Score: -2332383.500000 Penalty: 1737.850464
	Iteration 0F: 2 clusters Score -2332384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -2302839.000000 Penalty: 3475.700928
	Iteration 0F: 3 clusters Score -2302839 nChanged 20558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -2314767.250000 Penalty: 3475.700928
	Iteration 1F: 3 clusters Score -2314767 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -2316122.500000 Penalty: 3475.700928
	Iteration 2Q: 3 clusters Score -2316122 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -2318129.500000 Penalty: 3475.700928
	Iteration 3F: 3 clusters Score -2318130 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -2320489.750000 Penalty: 3475.700928
	Iteration 4F: 3 clusters Score -2320490 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -2322958.500000 Penalty: 3475.700928
	Iteration 5F: 3 clusters Score -2322958 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -2325364.000000 Penalty: 3475.700928
	Iteration 6F: 3 clusters Score -2325364 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2327588.250000 Penalty: 3475.700928
	Iteration 7F: 3 clusters Score -2327588 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2329376.750000 Penalty: 3475.700928
	Iteration 8Q: 3 clusters Score -2329377 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -2330577.250000 Penalty: 3475.700928
	Iteration 9Q: 3 clusters Score -2330577 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2331171.250000 Penalty: 3475.700928
	Iteration 10Q: 3 clusters Score -2331171 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -2331328.250000 Penalty: 3475.700928
	Iteration 11Q: 3 clusters Score -2331328 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -2331406.000000 Penalty: 3475.700928
	Iteration 12Q: 3 clusters Score -2331406 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -2331460.000000 Penalty: 3475.700928
	Iteration 13Q: 3 clusters Score -2331460 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -2331502.500000 Penalty: 3475.700928
	Iteration 14Q: 3 clusters Score -2331502 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -2331525.000000 Penalty: 3475.700928
	Iteration 15Q: 3 clusters Score -2331525 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -2331560.000000 Penalty: 3475.700928
	Iteration 16Q: 3 clusters Score -2331560 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -2331584.750000 Penalty: 3475.700928
	Iteration 17Q: 3 clusters Score -2331585 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -2331608.000000 Penalty: 3475.700928
	Iteration 18Q: 3 clusters Score -2331608 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2331629.500000 Penalty: 3475.700928
	Iteration 19Q: 3 clusters Score -2331630 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -2331647.500000 Penalty: 3475.700928
	Iteration 20F: 3 clusters Score -2331648 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -2331671.250000 Penalty: 3475.700928
	Iteration 21Q: 3 clusters Score -2331671 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2331691.250000 Penalty: 3475.700928
	Iteration 22Q: 3 clusters Score -2331691 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2331717.250000 Penalty: 3475.700928
	Iteration 23Q: 3 clusters Score -2331717 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2331744.750000 Penalty: 3475.700928
	Iteration 24Q: 3 clusters Score -2331745 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -2331771.000000 Penalty: 3475.700928
	Iteration 25Q: 3 clusters Score -2331771 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2331788.250000 Penalty: 3475.700928
	Iteration 26Q: 3 clusters Score -2331788 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -2331809.000000 Penalty: 3475.700928
	Iteration 27Q: 3 clusters Score -2331809 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -2331825.000000 Penalty: 3475.700928
	Iteration 28Q: 3 clusters Score -2331825 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33479 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2331839.250000 Penalty: 3475.700928
	Iteration 29Q: 3 clusters Score -2331839 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -2331852.000000 Penalty: 3475.700928
	Iteration 30Q: 3 clusters Score -2331852 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2331874.500000 Penalty: 3475.700928
	Iteration 31Q: 3 clusters Score -2331874 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2331890.500000 Penalty: 3475.700928
	Iteration 32Q: 3 clusters Score -2331890 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2331910.250000 Penalty: 3475.700928
	Iteration 33Q: 3 clusters Score -2331910 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2331933.250000 Penalty: 3475.700928
	Iteration 34Q: 3 clusters Score -2331933 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2331950.000000 Penalty: 3475.700928
	Iteration 35Q: 3 clusters Score -2331950 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2331956.750000 Penalty: 3475.700928
	Iteration 36Q: 3 clusters Score -2331957 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2331976.000000 Penalty: 3475.700928
	Iteration 37Q: 3 clusters Score -2331976 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2331981.500000 Penalty: 3475.700928
	Iteration 38Q: 3 clusters Score -2331982 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -2331991.750000 Penalty: 3475.700928
	Iteration 39Q: 3 clusters Score -2331992 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2331999.750000 Penalty: 3475.700928
	Iteration 40F: 3 clusters Score -2332000 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2332007.500000 Penalty: 3475.700928
	Iteration 41Q: 3 clusters Score -2332008 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -2332015.750000 Penalty: 3475.700928
	Iteration 42Q: 3 clusters Score -2332016 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2332028.500000 Penalty: 3475.700928
	Iteration 43Q: 3 clusters Score -2332028 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2332028.250000 Penalty: 3475.700928
	Iteration 44Q: 3 clusters Score -2332028 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2332046.750000 Penalty: 3475.700928
	Iteration 45Q: 3 clusters Score -2332047 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -2332052.750000 Penalty: 3475.700928
	Iteration 46Q: 3 clusters Score -2332053 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2332053 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2332069.250000 Penalty: 3475.700928
	Iteration 48Q: 3 clusters Score -2332069 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -2332073.250000 Penalty: 3475.700928
	Iteration 49Q: 3 clusters Score -2332073 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2332088.750000 Penalty: 3475.700928
	Iteration 50Q: 3 clusters Score -2332089 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -2332096.500000 Penalty: 3475.700928
	Iteration 51Q: 3 clusters Score -2332096 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -2332107.500000 Penalty: 3475.700928
	Iteration 52Q: 3 clusters Score -2332108 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -2332122.500000 Penalty: 3475.700928
	Iteration 53Q: 3 clusters Score -2332122 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2332134.000000 Penalty: 3475.700928
	Iteration 54Q: 3 clusters Score -2332134 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2332136.000000 Penalty: 3475.700928
	Iteration 55Q: 3 clusters Score -2332136 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -2332146.750000 Penalty: 3475.700928
	Iteration 56Q: 3 clusters Score -2332147 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -2332137.750000 Penalty: 3475.700928
	Iteration 57Q: 3 clusters Score -2332138 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -2332145.250000 Penalty: 3475.700928
	Iteration 58Q: 3 clusters Score -2332145 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -2332155.500000 Penalty: 3475.700928
	Iteration 59Q: 3 clusters Score -2332156 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -2332162.250000 Penalty: 3475.700928
	Iteration 60F: 3 clusters Score -2332162 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -2332166.750000 Penalty: 3475.700928
	Iteration 61Q: 3 clusters Score -2332167 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -2332168.500000 Penalty: 3475.700928
	Iteration 62Q: 3 clusters Score -2332168 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -2332169.000000 Penalty: 3475.700928
	Iteration 63Q: 3 clusters Score -2332169 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2332172.250000 Penalty: 3475.700928
	Iteration 64Q: 3 clusters Score -2332172 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2332178.750000 Penalty: 3475.700928
	Iteration 65Q: 3 clusters Score -2332179 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -2332183.500000 Penalty: 3475.700928
	Iteration 66Q: 3 clusters Score -2332184 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -2332176.000000 Penalty: 3475.700928
	Iteration 67Q: 3 clusters Score -2332176 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -2332177.750000 Penalty: 3475.700928
	Iteration 68Q: 3 clusters Score -2332178 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -2332181.500000 Penalty: 3475.700928
	Iteration 69Q: 3 clusters Score -2332182 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -2332174.500000 Penalty: 3475.700928
	Iteration 70Q: 3 clusters Score -2332174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2332181 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -2332175.500000 Penalty: 3475.700928
	Iteration 72Q: 3 clusters Score -2332176 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2332171.500000 Penalty: 3475.700928
	Iteration 73Q: 3 clusters Score -2332172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2332181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -2332184.000000 Penalty: 3475.700928
	Iteration 75Q: 3 clusters Score -2332184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -2332184.500000 Penalty: 3475.700928
	Iteration 76Q: 3 clusters Score -2332184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -2332183.000000 Penalty: 3475.700928
	Iteration 77Q: 3 clusters Score -2332183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2332186.250000 Penalty: 3475.700928
	Iteration 78Q: 3 clusters Score -2332186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -2332183.750000 Penalty: 3475.700928
	Iteration 79Q: 3 clusters Score -2332184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2332189.000000 Penalty: 3475.700928
	Iteration 80F: 3 clusters Score -2332189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -2332189.250000 Penalty: 3475.700928
	Iteration 81Q: 3 clusters Score -2332189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2332184.000000 Penalty: 3475.700928
	Iteration 82Q: 3 clusters Score -2332184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
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Entering Unmasked Estep 
Score: -2332187.750000 Penalty: 3475.700928
	Iteration 83Q: 3 clusters Score -2332188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -2332190.000000 Penalty: 3475.700928
	Iteration 84Q: 3 clusters Score -2332190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -2332197.000000 Penalty: 3475.700928
	Iteration 85Q: 3 clusters Score -2332197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2332200.000000 Penalty: 3475.700928
	Iteration 86Q: 3 clusters Score -2332200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
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Entering Unmasked Estep 
Score: -2332194.750000 Penalty: 3475.700928
	Iteration 87Q: 3 clusters Score -2332195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2332194 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37352 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2332194 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37367 members 
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Entering Unmasked Estep 
Score: -2332204.500000 Penalty: 3475.700928
	Iteration 90Q: 3 clusters Score -2332204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
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Entering Unmasked Estep 
Score: -2332202.250000 Penalty: 3475.700928
	Iteration 91Q: 3 clusters Score -2332202 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37401 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2332202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2332202 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37430 members 
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Entering Unmasked Estep 
Score: -2332205.750000 Penalty: 3475.700928
	Iteration 94Q: 3 clusters Score -2332206 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2332205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37452 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2332205.250000 Penalty: 3475.700928
	Iteration 96Q: 3 clusters Score -2332205 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37460 members 
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Entering Unmasked Estep 
Score: -2332212.000000 Penalty: 3475.700928
	Iteration 97Q: 3 clusters Score -2332212 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -2332214.500000 Penalty: 3475.700928
	Iteration 98Q: 3 clusters Score -2332214 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37486 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -2332210.250000 Penalty: 3475.700928
	Iteration 99Q: 3 clusters Score -2332210 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37501 members 
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Entering Unmasked Estep 
Score: -2332212.500000 Penalty: 3475.700928
	Iteration 100F: 3 clusters Score -2332212 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2332214.000000 Penalty: 3475.700928
	Iteration 101Q: 3 clusters Score -2332214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -2332215.250000 Penalty: 3475.700928
	Iteration 102Q: 3 clusters Score -2332215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37550 members 
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Entering Unmasked Estep 
Score: -2332213.000000 Penalty: 3475.700928
	Iteration 103Q: 3 clusters Score -2332213 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
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Score: -2332215.000000 Penalty: 3475.700928
	Iteration 104Q: 3 clusters Score -2332215 nChanged 16
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Mstep: Class 1 contains 37582 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2332211 nChanged 18
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Mstep: Class 1 contains 37600 members 
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Entering Unmasked Estep 
Score: -2332213.000000 Penalty: 3475.700928
	Iteration 106Q: 3 clusters Score -2332213 nChanged 16
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Mstep: Class 1 contains 37616 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2332214 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
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Entering Unmasked Estep 
Score: -2332213.000000 Penalty: 3475.700928
	Iteration 108Q: 3 clusters Score -2332213 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37647 members 
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Entering Unmasked Estep 
Score: -2332219.750000 Penalty: 3475.700928
	Iteration 109Q: 3 clusters Score -2332220 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -2332223.000000 Penalty: 3475.700928
	Iteration 110Q: 3 clusters Score -2332223 nChanged 7
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Mstep: Class 1 contains 37666 members 
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Entering Unmasked Estep 
Score: -2332229.250000 Penalty: 3475.700928
	Iteration 111Q: 3 clusters Score -2332229 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -2332228.500000 Penalty: 3475.700928
	Iteration 112Q: 3 clusters Score -2332228 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37690 members 
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Entering Unmasked Estep 
Score: -2332226.500000 Penalty: 3475.700928
	Iteration 113Q: 3 clusters Score -2332226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -2332234.500000 Penalty: 3475.700928
	Iteration 114Q: 3 clusters Score -2332234 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2332230.000000 Penalty: 3475.700928
	Iteration 115Q: 3 clusters Score -2332230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -2332234.750000 Penalty: 3475.700928
	Iteration 116Q: 3 clusters Score -2332235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37735 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2332236.250000 Penalty: 3475.700928
	Iteration 117Q: 3 clusters Score -2332236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -2332236.250000 Penalty: 3475.700928
	Iteration 118Q: 3 clusters Score -2332236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -2332232.000000 Penalty: 3475.700928
	Iteration 119Q: 3 clusters Score -2332232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -2332232.250000 Penalty: 3475.700928
	Iteration 120F: 3 clusters Score -2332232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -2332233.000000 Penalty: 3475.700928
	Iteration 121Q: 3 clusters Score -2332233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -2332229.500000 Penalty: 3475.700928
	Iteration 122Q: 3 clusters Score -2332230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -2332227.750000 Penalty: 3475.700928
	Iteration 123Q: 3 clusters Score -2332228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37762 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2332230.250000 Penalty: 3475.700928
	Iteration 124Q: 3 clusters Score -2332230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2332231.000000 Penalty: 3475.700928
	Iteration 125Q: 3 clusters Score -2332231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2332228.750000 Penalty: 3475.700928
	Iteration 126Q: 3 clusters Score -2332229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2332232.750000 Penalty: 3475.700928
	Iteration 127Q: 3 clusters Score -2332233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2332237.250000 Penalty: 3475.700928
	Iteration 128Q: 3 clusters Score -2332237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2332234.500000 Penalty: 3475.700928
	Iteration 129Q: 3 clusters Score -2332234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2332234.750000 Penalty: 3475.700928
	Iteration 130Q: 3 clusters Score -2332235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -2332237.750000 Penalty: 3475.700928
	Iteration 131Q: 3 clusters Score -2332238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -2332234.000000 Penalty: 3475.700928
	Iteration 132Q: 3 clusters Score -2332234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2332234.000000 Penalty: 3475.700928
	Iteration 133Q: 3 clusters Score -2332234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -2332235.250000 Penalty: 3475.700928
	Iteration 134Q: 3 clusters Score -2332235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2332234.750000 Penalty: 3475.700928
	Iteration 135Q: 3 clusters Score -2332235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2332234.750000 Penalty: 3475.700928
	Iteration 136Q: 3 clusters Score -2332235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2332235.250000 Penalty: 3475.700928
	Iteration 137Q: 3 clusters Score -2332235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -2332235.250000 Penalty: 3475.700928
	Iteration 138Q: 3 clusters Score -2332235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -2332235.250000 Penalty: 3475.700928
	Iteration 139Q: 3 clusters Score -2332235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -2332235.250000 Penalty: 3475.700928
	Iteration 140F: 3 clusters Score -2332235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (150179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150179 members 
Entering Unmasked Estep 
Score: -7961916.000000 Penalty: 1936.932251
	Iteration 0F: 2 clusters Score -7961916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74977 members 
Mstep: Class 2 contains 75202 members 
Entering Unmasked Estep 
Score: -7861072.000000 Penalty: 3873.864502
	Iteration 0F: 3 clusters Score -7861072 nChanged 72398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71041 members 
Mstep: Class 2 contains 79138 members 
Entering Unmasked Estep 
Score: -7903952.500000 Penalty: 3873.864502
	Iteration 1F: 3 clusters Score -7903952 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68658 members 
Mstep: Class 2 contains 81521 members 
Entering Unmasked Estep 
Score: -7905510.500000 Penalty: 3873.864502
	Iteration 2Q: 3 clusters Score -7905510 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65123 members 
Mstep: Class 2 contains 85056 members 
Entering Unmasked Estep 
Score: -7907825.000000 Penalty: 3873.864502
	Iteration 3Q: 3 clusters Score -7907825 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60172 members 
Mstep: Class 2 contains 90007 members 
Entering Unmasked Estep 
Score: -7911537.000000 Penalty: 3873.864502
	Iteration 4Q: 3 clusters Score -7911537 nChanged 8549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53577 members 
Mstep: Class 2 contains 96602 members 
Entering Unmasked Estep 
Score: -7917416.000000 Penalty: 3873.864502
	Iteration 5F: 3 clusters Score -7917416 nChanged 9538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45949 members 
Mstep: Class 2 contains 104230 members 
Entering Unmasked Estep 
Score: -7925471.500000 Penalty: 3873.864502
	Iteration 6F: 3 clusters Score -7925472 nChanged 9281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 111285 members 
Entering Unmasked Estep 
Score: -7933471.000000 Penalty: 3873.864502
	Iteration 7F: 3 clusters Score -7933471 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 116602 members 
Entering Unmasked Estep 
Score: -7938843.500000 Penalty: 3873.864502
	Iteration 8Q: 3 clusters Score -7938844 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 120707 members 
Entering Unmasked Estep 
Score: -7941963.500000 Penalty: 3873.864502
	Iteration 9Q: 3 clusters Score -7941964 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 124374 members 
Entering Unmasked Estep 
Score: -7944124.000000 Penalty: 3873.864502
	Iteration 10Q: 3 clusters Score -7944124 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 127791 members 
Entering Unmasked Estep 
Score: -7945874.500000 Penalty: 3873.864502
	Iteration 11Q: 3 clusters Score -7945874 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 131054 members 
Entering Unmasked Estep 
Score: -7947609.000000 Penalty: 3873.864502
	Iteration 12Q: 3 clusters Score -7947609 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 134236 members 
Entering Unmasked Estep 
Score: -7949417.000000 Penalty: 3873.864502
	Iteration 13Q: 3 clusters Score -7949417 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 137243 members 
Entering Unmasked Estep 
Score: -7951164.500000 Penalty: 3873.864502
	Iteration 14Q: 3 clusters Score -7951164 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 140075 members 
Entering Unmasked Estep 
Score: -7953039.500000 Penalty: 3873.864502
	Iteration 15Q: 3 clusters Score -7953040 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 142697 members 
Entering Unmasked Estep 
Score: -7954888.000000 Penalty: 3873.864502
	Iteration 16Q: 3 clusters Score -7954888 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 144879 members 
Entering Unmasked Estep 
Score: -7956557.000000 Penalty: 3873.864502
	Iteration 17Q: 3 clusters Score -7956557 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 146578 members 
Entering Unmasked Estep 
Score: -7957872.000000 Penalty: 3873.864502
	Iteration 18Q: 3 clusters Score -7957872 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 147751 members 
Entering Unmasked Estep 
Score: -7958818.000000 Penalty: 3873.864502
	Iteration 19Q: 3 clusters Score -7958818 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 148509 members 
Entering Unmasked Estep 
Score: -7959443.000000 Penalty: 3873.864502
	Iteration 20F: 3 clusters Score -7959443 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 148930 members 
Entering Unmasked Estep 
Score: -7959743.000000 Penalty: 3873.864502
	Iteration 21Q: 3 clusters Score -7959743 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 149183 members 
Entering Unmasked Estep 
Score: -7959919.500000 Penalty: 3873.864502
	Iteration 22Q: 3 clusters Score -7959920 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 149328 members 
Entering Unmasked Estep 
Score: -7960030.500000 Penalty: 3873.864502
	Iteration 23Q: 3 clusters Score -7960030 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 149415 members 
Entering Unmasked Estep 
Score: -7960089.500000 Penalty: 3873.864502
	Iteration 24Q: 3 clusters Score -7960090 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 149460 members 
Entering Unmasked Estep 
Score: -7960133.500000 Penalty: 3873.864502
	Iteration 25Q: 3 clusters Score -7960134 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 149501 members 
Entering Unmasked Estep 
Score: -7960166.500000 Penalty: 3873.864502
	Iteration 26Q: 3 clusters Score -7960166 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 149527 members 
Entering Unmasked Estep 
Score: -7960184.000000 Penalty: 3873.864502
	Iteration 27Q: 3 clusters Score -7960184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 149547 members 
Entering Unmasked Estep 
Score: -7960204.000000 Penalty: 3873.864502
	Iteration 28Q: 3 clusters Score -7960204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 149556 members 
Entering Unmasked Estep 
Score: -7960209.500000 Penalty: 3873.864502
	Iteration 29Q: 3 clusters Score -7960210 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 149567 members 
Entering Unmasked Estep 
Score: -7960226.000000 Penalty: 3873.864502
	Iteration 30Q: 3 clusters Score -7960226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 149578 members 
Entering Unmasked Estep 
Score: -7960245.500000 Penalty: 3873.864502
	Iteration 31Q: 3 clusters Score -7960246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 149583 members 
Entering Unmasked Estep 
Score: -7960253.000000 Penalty: 3873.864502
	Iteration 32Q: 3 clusters Score -7960253 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 149597 members 
Entering Unmasked Estep 
Score: -7960261.000000 Penalty: 3873.864502
	Iteration 33Q: 3 clusters Score -7960261 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 149603 members 
Entering Unmasked Estep 
Score: -7960277.500000 Penalty: 3873.864502
	Iteration 34Q: 3 clusters Score -7960278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 149611 members 
Entering Unmasked Estep 
Score: -7960293.500000 Penalty: 3873.864502
	Iteration 35Q: 3 clusters Score -7960294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 149622 members 
Entering Unmasked Estep 
Score: -7960305.500000 Penalty: 3873.864502
	Iteration 36Q: 3 clusters Score -7960306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 149629 members 
Entering Unmasked Estep 
Score: -7960328.500000 Penalty: 3873.864502
	Iteration 37Q: 3 clusters Score -7960328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 149638 members 
Entering Unmasked Estep 
Score: -7960326.500000 Penalty: 3873.864502
	Iteration 38Q: 3 clusters Score -7960326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 149643 members 
Entering Unmasked Estep 
Score: -7960338.500000 Penalty: 3873.864502
	Iteration 39Q: 3 clusters Score -7960338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 149644 members 
Entering Unmasked Estep 
Score: -7960340.000000 Penalty: 3873.864502
	Iteration 40F: 3 clusters Score -7960340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 149648 members 
Entering Unmasked Estep 
Score: -7960342.000000 Penalty: 3873.864502
	Iteration 41Q: 3 clusters Score -7960342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 149653 members 
Entering Unmasked Estep 
Score: -7960341.500000 Penalty: 3873.864502
	Iteration 42Q: 3 clusters Score -7960342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 149659 members 
Entering Unmasked Estep 
Score: -7960353.000000 Penalty: 3873.864502
	Iteration 43Q: 3 clusters Score -7960353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 149664 members 
Entering Unmasked Estep 
Score: -7960350.500000 Penalty: 3873.864502
	Iteration 44Q: 3 clusters Score -7960350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 149668 members 
Entering Unmasked Estep 
Score: -7960367.500000 Penalty: 3873.864502
	Iteration 45Q: 3 clusters Score -7960368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 149668 members 
Entering Unmasked Estep 
Score: -7960368.000000 Penalty: 3873.864502
	Iteration 46Q: 3 clusters Score -7960368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 149669 members 
Entering Unmasked Estep 
Score: -7960365.000000 Penalty: 3873.864502
	Iteration 47Q: 3 clusters Score -7960365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 149668 members 
Entering Unmasked Estep 
Score: -7960363.000000 Penalty: 3873.864502
	Iteration 48Q: 3 clusters Score -7960363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 149667 members 
Entering Unmasked Estep 
Score: -7960364.500000 Penalty: 3873.864502
	Iteration 49Q: 3 clusters Score -7960364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 149667 members 
Entering Unmasked Estep 
Score: -7960362.000000 Penalty: 3873.864502
	Iteration 50Q: 3 clusters Score -7960362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 149665 members 
Entering Unmasked Estep 
Score: -7960370.500000 Penalty: 3873.864502
	Iteration 51Q: 3 clusters Score -7960370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 149662 members 
Entering Unmasked Estep 
Score: -7960372.000000 Penalty: 3873.864502
	Iteration 52Q: 3 clusters Score -7960372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 149662 members 
Entering Unmasked Estep 
Score: -7960375.000000 Penalty: 3873.864502
	Iteration 53Q: 3 clusters Score -7960375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 149663 members 
Entering Unmasked Estep 
Score: -7960374.000000 Penalty: 3873.864502
	Iteration 54Q: 3 clusters Score -7960374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 149663 members 
Entering Unmasked Estep 
Score: -7960374.000000 Penalty: 3873.864502
	Iteration 55F: 3 clusters Score -7960374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Entering Unmasked Estep 
Score: -514095.937500 Penalty: 1497.442383
	Iteration 0F: 2 clusters Score -514095.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -506903.843750 Penalty: 2994.884766
	Iteration 0F: 3 clusters Score -506903.8 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -509179.031250 Penalty: 2994.884766
	Iteration 1F: 3 clusters Score -509179 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -509453.875000 Penalty: 2994.884766
	Iteration 2F: 3 clusters Score -509453.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -509748.093750 Penalty: 2994.884766
	Iteration 3F: 3 clusters Score -509748.1 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -510050.531250 Penalty: 2994.884766
	Iteration 4F: 3 clusters Score -510050.5 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -510420.156250 Penalty: 2994.884766
	Iteration 5F: 3 clusters Score -510420.2 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -510851.250000 Penalty: 2994.884766
	Iteration 6F: 3 clusters Score -510851.2 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -511289.406250 Penalty: 2994.884766
	Iteration 7F: 3 clusters Score -511289.4 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -511718.468750 Penalty: 2994.884766
	Iteration 8F: 3 clusters Score -511718.5 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -512083.593750 Penalty: 2994.884766
	Iteration 9Q: 3 clusters Score -512083.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -512374.562500 Penalty: 2994.884766
	Iteration 10Q: 3 clusters Score -512374.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -512584.312500 Penalty: 2994.884766
	Iteration 11Q: 3 clusters Score -512584.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -512740.968750 Penalty: 2994.884766
	Iteration 12Q: 3 clusters Score -512741 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -512847.781250 Penalty: 2994.884766
	Iteration 13Q: 3 clusters Score -512847.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -512913.562500 Penalty: 2994.884766
	Iteration 14Q: 3 clusters Score -512913.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -512946.062500 Penalty: 2994.884766
	Iteration 15Q: 3 clusters Score -512946.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -512965.093750 Penalty: 2994.884766
	Iteration 16Q: 3 clusters Score -512965.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -512972.562500 Penalty: 2994.884766
	Iteration 17Q: 3 clusters Score -512972.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -512977.375000 Penalty: 2994.884766
	Iteration 18Q: 3 clusters Score -512977.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -512979.156250 Penalty: 2994.884766
	Iteration 19Q: 3 clusters Score -512979.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -512984.500000 Penalty: 2994.884766
	Iteration 20F: 3 clusters Score -512984.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -512988.406250 Penalty: 2994.884766
	Iteration 21Q: 3 clusters Score -512988.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -512991.593750 Penalty: 2994.884766
	Iteration 22Q: 3 clusters Score -512991.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -512993.187500 Penalty: 2994.884766
	Iteration 23Q: 3 clusters Score -512993.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -512996.562500 Penalty: 2994.884766
	Iteration 24Q: 3 clusters Score -512996.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -512998.218750 Penalty: 2994.884766
	Iteration 25Q: 3 clusters Score -512998.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -513001.812500 Penalty: 2994.884766
	Iteration 26Q: 3 clusters Score -513001.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -513007.375000 Penalty: 2994.884766
	Iteration 27Q: 3 clusters Score -513007.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -513012.062500 Penalty: 2994.884766
	Iteration 28Q: 3 clusters Score -513012.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -513015.625000 Penalty: 2994.884766
	Iteration 29Q: 3 clusters Score -513015.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -513016.781250 Penalty: 2994.884766
	Iteration 30Q: 3 clusters Score -513016.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -513019.531250 Penalty: 2994.884766
	Iteration 31Q: 3 clusters Score -513019.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -513022.156250 Penalty: 2994.884766
	Iteration 32Q: 3 clusters Score -513022.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -513027.937500 Penalty: 2994.884766
	Iteration 33Q: 3 clusters Score -513027.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -513029.531250 Penalty: 2994.884766
	Iteration 34Q: 3 clusters Score -513029.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -513031.312500 Penalty: 2994.884766
	Iteration 35Q: 3 clusters Score -513031.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -513031.312500 Penalty: 2994.884766
	Iteration 36Q: 3 clusters Score -513031.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -513032.625000 Penalty: 2994.884766
	Iteration 37Q: 3 clusters Score -513032.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -513032.968750 Penalty: 2994.884766
	Iteration 38Q: 3 clusters Score -513033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -513034.406250 Penalty: 2994.884766
	Iteration 39Q: 3 clusters Score -513034.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -513035.125000 Penalty: 2994.884766
	Iteration 40F: 3 clusters Score -513035.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Entering Unmasked Estep 
Score: -2121269.250000 Penalty: 1729.428223
	Iteration 0F: 2 clusters Score -2121269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -2093226.750000 Penalty: 3458.856445
	Iteration 0F: 3 clusters Score -2093227 nChanged 19510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -2104274.250000 Penalty: 3458.856445
	Iteration 1F: 3 clusters Score -2104274 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -2104787.000000 Penalty: 3458.856445
	Iteration 2Q: 3 clusters Score -2104787 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -2105459.750000 Penalty: 3458.856445
	Iteration 3Q: 3 clusters Score -2105460 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -2106464.750000 Penalty: 3458.856445
	Iteration 4Q: 3 clusters Score -2106465 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -2108079.250000 Penalty: 3458.856445
	Iteration 5F: 3 clusters Score -2108079 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -2110394.250000 Penalty: 3458.856445
	Iteration 6F: 3 clusters Score -2110394 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -2113028.750000 Penalty: 3458.856445
	Iteration 7F: 3 clusters Score -2113029 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -2115533.750000 Penalty: 3458.856445
	Iteration 8F: 3 clusters Score -2115534 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -2117406.000000 Penalty: 3458.856445
	Iteration 9F: 3 clusters Score -2117406 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -2118621.500000 Penalty: 3458.856445
	Iteration 10Q: 3 clusters Score -2118622 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -2119312.750000 Penalty: 3458.856445
	Iteration 11Q: 3 clusters Score -2119313 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -2119703.000000 Penalty: 3458.856445
	Iteration 12Q: 3 clusters Score -2119703 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -2119954.250000 Penalty: 3458.856445
	Iteration 13Q: 3 clusters Score -2119954 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -2120095.250000 Penalty: 3458.856445
	Iteration 14Q: 3 clusters Score -2120095 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -2120199.500000 Penalty: 3458.856445
	Iteration 15Q: 3 clusters Score -2120200 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -2120259.250000 Penalty: 3458.856445
	Iteration 16Q: 3 clusters Score -2120259 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -2120291.250000 Penalty: 3458.856445
	Iteration 17Q: 3 clusters Score -2120291 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -2120301.250000 Penalty: 3458.856445
	Iteration 18Q: 3 clusters Score -2120301 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -2120310.250000 Penalty: 3458.856445
	Iteration 19Q: 3 clusters Score -2120310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -2120310.750000 Penalty: 3458.856445
	Iteration 20F: 3 clusters Score -2120311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -2120313.500000 Penalty: 3458.856445
	Iteration 21Q: 3 clusters Score -2120314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -2120315.250000 Penalty: 3458.856445
	Iteration 22Q: 3 clusters Score -2120315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -2120317.750000 Penalty: 3458.856445
	Iteration 23Q: 3 clusters Score -2120318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -2120317.750000 Penalty: 3458.856445
	Iteration 24F: 3 clusters Score -2120318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Entering Unmasked Estep 
Score: -2438230.000000 Penalty: 1749.066040
	Iteration 0F: 2 clusters Score -2438230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -2406561.750000 Penalty: 3498.132080
	Iteration 0F: 3 clusters Score -2406562 nChanged 22078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -2419319.000000 Penalty: 3498.132080
	Iteration 1F: 3 clusters Score -2419319 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -2420163.000000 Penalty: 3498.132080
	Iteration 2Q: 3 clusters Score -2420163 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -2421497.000000 Penalty: 3498.132080
	Iteration 3F: 3 clusters Score -2421497 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -2423531.250000 Penalty: 3498.132080
	Iteration 4F: 3 clusters Score -2423531 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -2426174.750000 Penalty: 3498.132080
	Iteration 5F: 3 clusters Score -2426175 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35990 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2429013.500000 Penalty: 3498.132080
	Iteration 6F: 3 clusters Score -2429014 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2431556.000000 Penalty: 3498.132080
	Iteration 7F: 3 clusters Score -2431556 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2433567.000000 Penalty: 3498.132080
	Iteration 8Q: 3 clusters Score -2433567 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -2435076.000000 Penalty: 3498.132080
	Iteration 9Q: 3 clusters Score -2435076 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2436084.250000 Penalty: 3498.132080
	Iteration 10Q: 3 clusters Score -2436084 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -2436616.500000 Penalty: 3498.132080
	Iteration 11Q: 3 clusters Score -2436616 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -2436918.250000 Penalty: 3498.132080
	Iteration 12Q: 3 clusters Score -2436918 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -2437095.000000 Penalty: 3498.132080
	Iteration 13Q: 3 clusters Score -2437095 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2437191.250000 Penalty: 3498.132080
	Iteration 14Q: 3 clusters Score -2437191 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2437255.250000 Penalty: 3498.132080
	Iteration 15Q: 3 clusters Score -2437255 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2437326.000000 Penalty: 3498.132080
	Iteration 16Q: 3 clusters Score -2437326 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43520 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -2437361.500000 Penalty: 3498.132080
	Iteration 17Q: 3 clusters Score -2437362 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2437388.750000 Penalty: 3498.132080
	Iteration 18Q: 3 clusters Score -2437389 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2437426.250000 Penalty: 3498.132080
	Iteration 19Q: 3 clusters Score -2437426 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2437439.250000 Penalty: 3498.132080
	Iteration 20F: 3 clusters Score -2437439 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43918 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2437443.250000 Penalty: 3498.132080
	Iteration 21Q: 3 clusters Score -2437443 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2437455.000000 Penalty: 3498.132080
	Iteration 22Q: 3 clusters Score -2437455 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2437461.750000 Penalty: 3498.132080
	Iteration 23Q: 3 clusters Score -2437462 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2437470.500000 Penalty: 3498.132080
	Iteration 24Q: 3 clusters Score -2437470 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44111 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2437479.750000 Penalty: 3498.132080
	Iteration 25Q: 3 clusters Score -2437480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2437479.250000 Penalty: 3498.132080
	Iteration 26Q: 3 clusters Score -2437479 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44167 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -2437484.000000 Penalty: 3498.132080
	Iteration 27Q: 3 clusters Score -2437484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2437484.000000 Penalty: 3498.132080
	Iteration 28Q: 3 clusters Score -2437484 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2437490.000000 Penalty: 3498.132080
	Iteration 29Q: 3 clusters Score -2437490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2437492.750000 Penalty: 3498.132080
	Iteration 30Q: 3 clusters Score -2437493 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2437503.500000 Penalty: 3498.132080
	Iteration 31Q: 3 clusters Score -2437504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2437504.750000 Penalty: 3498.132080
	Iteration 32Q: 3 clusters Score -2437505 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44329 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2437507.000000 Penalty: 3498.132080
	Iteration 33Q: 3 clusters Score -2437507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44348 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2437518.250000 Penalty: 3498.132080
	Iteration 34Q: 3 clusters Score -2437518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2437521.250000 Penalty: 3498.132080
	Iteration 35Q: 3 clusters Score -2437521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44374 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2437518.250000 Penalty: 3498.132080
	Iteration 36Q: 3 clusters Score -2437518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2437515.000000 Penalty: 3498.132080
	Iteration 37Q: 3 clusters Score -2437515 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2437515.500000 Penalty: 3498.132080
	Iteration 38Q: 3 clusters Score -2437516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44413 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2437518.250000 Penalty: 3498.132080
	Iteration 39Q: 3 clusters Score -2437518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2437515.500000 Penalty: 3498.132080
	Iteration 40F: 3 clusters Score -2437516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2437518.000000 Penalty: 3498.132080
	Iteration 41Q: 3 clusters Score -2437518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2437514.500000 Penalty: 3498.132080
	Iteration 42Q: 3 clusters Score -2437514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44453 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2437521.500000 Penalty: 3498.132080
	Iteration 43Q: 3 clusters Score -2437522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2437524.250000 Penalty: 3498.132080
	Iteration 44Q: 3 clusters Score -2437524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2437526.250000 Penalty: 3498.132080
	Iteration 45Q: 3 clusters Score -2437526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2437531.500000 Penalty: 3498.132080
	Iteration 46Q: 3 clusters Score -2437532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2437523.750000 Penalty: 3498.132080
	Iteration 47Q: 3 clusters Score -2437524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2437524.250000 Penalty: 3498.132080
	Iteration 48Q: 3 clusters Score -2437524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2437526.250000 Penalty: 3498.132080
	Iteration 49Q: 3 clusters Score -2437526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2437526.250000 Penalty: 3498.132080
	Iteration 50Q: 3 clusters Score -2437526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44498 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2437526.000000 Penalty: 3498.132080
	Iteration 51Q: 3 clusters Score -2437526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2437530.000000 Penalty: 3498.132080
	Iteration 52Q: 3 clusters Score -2437530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2437534.000000 Penalty: 3498.132080
	Iteration 53Q: 3 clusters Score -2437534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2437533.250000 Penalty: 3498.132080
	Iteration 54Q: 3 clusters Score -2437533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -2437532.000000 Penalty: 3498.132080
	Iteration 55Q: 3 clusters Score -2437532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2437539.250000 Penalty: 3498.132080
	Iteration 56Q: 3 clusters Score -2437539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44515 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2437539.750000 Penalty: 3498.132080
	Iteration 57Q: 3 clusters Score -2437540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44519 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2437538.500000 Penalty: 3498.132080
	Iteration 58Q: 3 clusters Score -2437538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2437539.000000 Penalty: 3498.132080
	Iteration 59Q: 3 clusters Score -2437539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44521 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2437537.000000 Penalty: 3498.132080
	Iteration 60F: 3 clusters Score -2437537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (196429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196429 members 
Entering Unmasked Estep 
Score: -9880953.000000 Penalty: 1980.559082
	Iteration 0F: 2 clusters Score -9880953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98025 members 
Mstep: Class 2 contains 98404 members 
Entering Unmasked Estep 
Score: -9748990.000000 Penalty: 3961.118164
	Iteration 0F: 3 clusters Score -9748990 nChanged 95119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93470 members 
Mstep: Class 2 contains 102959 members 
Entering Unmasked Estep 
Score: -9805777.000000 Penalty: 3961.118164
	Iteration 1F: 3 clusters Score -9805777 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90732 members 
Mstep: Class 2 contains 105697 members 
Entering Unmasked Estep 
Score: -9807554.000000 Penalty: 3961.118164
	Iteration 2Q: 3 clusters Score -9807554 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86627 members 
Mstep: Class 2 contains 109802 members 
Entering Unmasked Estep 
Score: -9809855.000000 Penalty: 3961.118164
	Iteration 3Q: 3 clusters Score -9809855 nChanged 8327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80462 members 
Mstep: Class 2 contains 115967 members 
Entering Unmasked Estep 
Score: -9813471.000000 Penalty: 3961.118164
	Iteration 4Q: 3 clusters Score -9813471 nChanged 10043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71819 members 
Mstep: Class 2 contains 124610 members 
Entering Unmasked Estep 
Score: -9818696.000000 Penalty: 3961.118164
	Iteration 5F: 3 clusters Score -9818696 nChanged 12401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60110 members 
Mstep: Class 2 contains 136319 members 
Entering Unmasked Estep 
Score: -9826957.000000 Penalty: 3961.118164
	Iteration 6F: 3 clusters Score -9826957 nChanged 14436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45892 members 
Mstep: Class 2 contains 150537 members 
Entering Unmasked Estep 
Score: -9838458.000000 Penalty: 3961.118164
	Iteration 7F: 3 clusters Score -9838458 nChanged 14952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 165445 members 
Entering Unmasked Estep 
Score: -9851591.000000 Penalty: 3961.118164
	Iteration 8F: 3 clusters Score -9851591 nChanged 12862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 178305 members 
Entering Unmasked Estep 
Score: -9863365.000000 Penalty: 3961.118164
	Iteration 9F: 3 clusters Score -9863365 nChanged 8889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 187194 members 
Entering Unmasked Estep 
Score: -9871450.000000 Penalty: 3961.118164
	Iteration 10Q: 3 clusters Score -9871450 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 192265 members 
Entering Unmasked Estep 
Score: -9875884.000000 Penalty: 3961.118164
	Iteration 11Q: 3 clusters Score -9875884 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 194589 members 
Entering Unmasked Estep 
Score: -9877831.000000 Penalty: 3961.118164
	Iteration 12Q: 3 clusters Score -9877831 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 195551 members 
Entering Unmasked Estep 
Score: -9878607.000000 Penalty: 3961.118164
	Iteration 13Q: 3 clusters Score -9878607 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 195921 members 
Entering Unmasked Estep 
Score: -9878942.000000 Penalty: 3961.118164
	Iteration 14Q: 3 clusters Score -9878942 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 196064 members 
Entering Unmasked Estep 
Score: -9879087.000000 Penalty: 3961.118164
	Iteration 15Q: 3 clusters Score -9879087 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 196117 members 
Entering Unmasked Estep 
Score: -9879128.000000 Penalty: 3961.118164
	Iteration 16Q: 3 clusters Score -9879128 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 196151 members 
Entering Unmasked Estep 
Score: -9879161.000000 Penalty: 3961.118164
	Iteration 17Q: 3 clusters Score -9879161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 196162 members 
Entering Unmasked Estep 
Score: -9879165.000000 Penalty: 3961.118164
	Iteration 18Q: 3 clusters Score -9879165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 196173 members 
Entering Unmasked Estep 
Score: -9879173.000000 Penalty: 3961.118164
	Iteration 19Q: 3 clusters Score -9879173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 196173 members 
Entering Unmasked Estep 
Score: -9879183.000000 Penalty: 3961.118164
	Iteration 20F: 3 clusters Score -9879183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 196175 members 
Entering Unmasked Estep 
Score: -9879177.000000 Penalty: 3961.118164
	Iteration 21Q: 3 clusters Score -9879177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 196177 members 
Entering Unmasked Estep 
Score: -9879187.000000 Penalty: 3961.118164
	Iteration 22Q: 3 clusters Score -9879187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 196178 members 
Entering Unmasked Estep 
Score: -9879179.000000 Penalty: 3961.118164
	Iteration 23Q: 3 clusters Score -9879179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 196178 members 
Entering Unmasked Estep 
Score: -9879179.000000 Penalty: 3961.118164
	Iteration 24F: 3 clusters Score -9879179 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: -117110.804688 Penalty: 1246.141113
	Iteration 0F: 2 clusters Score -117110.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -114949.351562 Penalty: 2492.282227
	Iteration 0F: 3 clusters Score -114949.4 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -115434.742188 Penalty: 2492.282227
	Iteration 1F: 3 clusters Score -115434.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -115559.578125 Penalty: 2492.282227
	Iteration 2F: 3 clusters Score -115559.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -115627.953125 Penalty: 2492.282227
	Iteration 3Q: 3 clusters Score -115628 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -115660.859375 Penalty: 2492.282227
	Iteration 4Q: 3 clusters Score -115660.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -115685.156250 Penalty: 2492.282227
	Iteration 5Q: 3 clusters Score -115685.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -115698.539062 Penalty: 2492.282227
	Iteration 6Q: 3 clusters Score -115698.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -115707.656250 Penalty: 2492.282227
	Iteration 7Q: 3 clusters Score -115707.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -115713.945312 Penalty: 2492.282227
	Iteration 8Q: 3 clusters Score -115713.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -115719.156250 Penalty: 2492.282227
	Iteration 9Q: 3 clusters Score -115719.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -115723.546875 Penalty: 2492.282227
	Iteration 10Q: 3 clusters Score -115723.5 nChanged 10
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: -115727.703125 Penalty: 2492.282227
	Iteration 11Q: 3 clusters Score -115727.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -115735.132812 Penalty: 2492.282227
	Iteration 12Q: 3 clusters Score -115735.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -115740.945312 Penalty: 2492.282227
	Iteration 13Q: 3 clusters Score -115740.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -115743.695312 Penalty: 2492.282227
	Iteration 14Q: 3 clusters Score -115743.7 nChanged 7
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: -115746.000000 Penalty: 2492.282227
	Iteration 15Q: 3 clusters Score -115746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -115747.476562 Penalty: 2492.282227
	Iteration 16Q: 3 clusters Score -115747.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -115749.156250 Penalty: 2492.282227
	Iteration 17Q: 3 clusters Score -115749.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -115749.953125 Penalty: 2492.282227
	Iteration 18Q: 3 clusters Score -115750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -115751.078125 Penalty: 2492.282227
	Iteration 19Q: 3 clusters Score -115751.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -115751.476562 Penalty: 2492.282227
	Iteration 20F: 3 clusters Score -115751.5 nChanged 1
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: -115751.796875 Penalty: 2492.282227
	Iteration 21Q: 3 clusters Score -115751.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -115751.953125 Penalty: 2492.282227
	Iteration 22Q: 3 clusters Score -115752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -115751.953125 Penalty: 2492.282227
	Iteration 23F: 3 clusters Score -115752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Entering Unmasked Estep 
Score: -1320005.625000 Penalty: 1643.246826
	Iteration 0F: 2 clusters Score -1320006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1303331.375000 Penalty: 3286.493652
	Iteration 0F: 3 clusters Score -1303331 nChanged 11192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1309725.625000 Penalty: 3286.493652
	Iteration 1F: 3 clusters Score -1309726 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1310222.375000 Penalty: 3286.493652
	Iteration 2F: 3 clusters Score -1310222 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -1310869.500000 Penalty: 3286.493652
	Iteration 3F: 3 clusters Score -1310870 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -1311719.750000 Penalty: 3286.493652
	Iteration 4F: 3 clusters Score -1311720 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -1312915.500000 Penalty: 3286.493652
	Iteration 5F: 3 clusters Score -1312916 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -1314482.625000 Penalty: 3286.493652
	Iteration 6F: 3 clusters Score -1314483 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -1316011.500000 Penalty: 3286.493652
	Iteration 7F: 3 clusters Score -1316012 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -1317140.000000 Penalty: 3286.493652
	Iteration 8Q: 3 clusters Score -1317140 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -1317815.625000 Penalty: 3286.493652
	Iteration 9Q: 3 clusters Score -1317816 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -1318158.625000 Penalty: 3286.493652
	Iteration 10Q: 3 clusters Score -1318159 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -1318332.500000 Penalty: 3286.493652
	Iteration 11Q: 3 clusters Score -1318332 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -1318428.250000 Penalty: 3286.493652
	Iteration 12Q: 3 clusters Score -1318428 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -1318491.375000 Penalty: 3286.493652
	Iteration 13Q: 3 clusters Score -1318491 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -1318537.625000 Penalty: 3286.493652
	Iteration 14Q: 3 clusters Score -1318538 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -1318569.875000 Penalty: 3286.493652
	Iteration 15Q: 3 clusters Score -1318570 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -1318588.125000 Penalty: 3286.493652
	Iteration 16Q: 3 clusters Score -1318588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -1318598.375000 Penalty: 3286.493652
	Iteration 17Q: 3 clusters Score -1318598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -1318604.125000 Penalty: 3286.493652
	Iteration 18Q: 3 clusters Score -1318604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -1318609.250000 Penalty: 3286.493652
	Iteration 19Q: 3 clusters Score -1318609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -1318612.250000 Penalty: 3286.493652
	Iteration 20F: 3 clusters Score -1318612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -1318617.375000 Penalty: 3286.493652
	Iteration 21Q: 3 clusters Score -1318617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -1318617.375000 Penalty: 3286.493652
	Iteration 22Q: 3 clusters Score -1318617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -1318620.625000 Penalty: 3286.493652
	Iteration 23Q: 3 clusters Score -1318621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -1318621.250000 Penalty: 3286.493652
	Iteration 24Q: 3 clusters Score -1318621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -1318621.375000 Penalty: 3286.493652
	Iteration 25Q: 3 clusters Score -1318621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -1318621.375000 Penalty: 3286.493652
	Iteration 26F: 3 clusters Score -1318621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Entering Unmasked Estep 
Score: -192366.015625 Penalty: 1363.344849
	Iteration 0F: 2 clusters Score -192366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -188776.328125 Penalty: 2726.689697
	Iteration 0F: 3 clusters Score -188776.3 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -189774.968750 Penalty: 2726.689697
	Iteration 1F: 3 clusters Score -189775 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -190008.468750 Penalty: 2726.689697
	Iteration 2F: 3 clusters Score -190008.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -190201.937500 Penalty: 2726.689697
	Iteration 3F: 3 clusters Score -190201.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -190373.187500 Penalty: 2726.689697
	Iteration 4F: 3 clusters Score -190373.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -190566.562500 Penalty: 2726.689697
	Iteration 5F: 3 clusters Score -190566.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -190789.015625 Penalty: 2726.689697
	Iteration 6F: 3 clusters Score -190789 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -190977.687500 Penalty: 2726.689697
	Iteration 7F: 3 clusters Score -190977.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -191110.125000 Penalty: 2726.689697
	Iteration 8Q: 3 clusters Score -191110.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -191192.328125 Penalty: 2726.689697
	Iteration 9Q: 3 clusters Score -191192.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -191243.531250 Penalty: 2726.689697
	Iteration 10Q: 3 clusters Score -191243.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -191275.625000 Penalty: 2726.689697
	Iteration 11Q: 3 clusters Score -191275.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -191294.984375 Penalty: 2726.689697
	Iteration 12Q: 3 clusters Score -191295 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -191308.281250 Penalty: 2726.689697
	Iteration 13Q: 3 clusters Score -191308.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -191318.312500 Penalty: 2726.689697
	Iteration 14Q: 3 clusters Score -191318.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -191328.312500 Penalty: 2726.689697
	Iteration 15Q: 3 clusters Score -191328.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -191334.843750 Penalty: 2726.689697
	Iteration 16Q: 3 clusters Score -191334.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -191342.156250 Penalty: 2726.689697
	Iteration 17Q: 3 clusters Score -191342.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -191347.796875 Penalty: 2726.689697
	Iteration 18Q: 3 clusters Score -191347.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -191352.828125 Penalty: 2726.689697
	Iteration 19Q: 3 clusters Score -191352.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -191358.375000 Penalty: 2726.689697
	Iteration 20F: 3 clusters Score -191358.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -191367.296875 Penalty: 2726.689697
	Iteration 21Q: 3 clusters Score -191367.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -191375.640625 Penalty: 2726.689697
	Iteration 22Q: 3 clusters Score -191375.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -191381.593750 Penalty: 2726.689697
	Iteration 23Q: 3 clusters Score -191381.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -191387.937500 Penalty: 2726.689697
	Iteration 24Q: 3 clusters Score -191387.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -191395.812500 Penalty: 2726.689697
	Iteration 25Q: 3 clusters Score -191395.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -191412.687500 Penalty: 2726.689697
	Iteration 26Q: 3 clusters Score -191412.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -191426.984375 Penalty: 2726.689697
	Iteration 27Q: 3 clusters Score -191427 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -191442.531250 Penalty: 2726.689697
	Iteration 28Q: 3 clusters Score -191442.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -191458.156250 Penalty: 2726.689697
	Iteration 29Q: 3 clusters Score -191458.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -191470.703125 Penalty: 2726.689697
	Iteration 30Q: 3 clusters Score -191470.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -191486.812500 Penalty: 2726.689697
	Iteration 31Q: 3 clusters Score -191486.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -191507.125000 Penalty: 2726.689697
	Iteration 32Q: 3 clusters Score -191507.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -191546.062500 Penalty: 2726.689697
	Iteration 33Q: 3 clusters Score -191546.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -191591.187500 Penalty: 2726.689697
	Iteration 34Q: 3 clusters Score -191591.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -191635.171875 Penalty: 2726.689697
	Iteration 35Q: 3 clusters Score -191635.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -191663.265625 Penalty: 2726.689697
	Iteration 36Q: 3 clusters Score -191663.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -191695.593750 Penalty: 2726.689697
	Iteration 37Q: 3 clusters Score -191695.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -191729.796875 Penalty: 2726.689697
	Iteration 38Q: 3 clusters Score -191729.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -191755.953125 Penalty: 2726.689697
	Iteration 39Q: 3 clusters Score -191756 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -191784.640625 Penalty: 2726.689697
	Iteration 40F: 3 clusters Score -191784.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -191812.453125 Penalty: 2726.689697
	Iteration 41Q: 3 clusters Score -191812.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -191839.218750 Penalty: 2726.689697
	Iteration 42Q: 3 clusters Score -191839.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -191883.515625 Penalty: 2726.689697
	Iteration 43Q: 3 clusters Score -191883.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -191934.359375 Penalty: 2726.689697
	Iteration 44Q: 3 clusters Score -191934.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -191994.921875 Penalty: 2726.689697
	Iteration 45Q: 3 clusters Score -191994.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -192037.937500 Penalty: 2726.689697
	Iteration 46Q: 3 clusters Score -192037.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -192075.109375 Penalty: 2726.689697
	Iteration 47Q: 3 clusters Score -192075.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -192092.046875 Penalty: 2726.689697
	Iteration 48Q: 3 clusters Score -192092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -192104.812500 Penalty: 2726.689697
	Iteration 49Q: 3 clusters Score -192104.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -192111.453125 Penalty: 2726.689697
	Iteration 50Q: 3 clusters Score -192111.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -192115.062500 Penalty: 2726.689697
	Iteration 51Q: 3 clusters Score -192115.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -192118.796875 Penalty: 2726.689697
	Iteration 52Q: 3 clusters Score -192118.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -192120.906250 Penalty: 2726.689697
	Iteration 53Q: 3 clusters Score -192120.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -192121.500000 Penalty: 2726.689697
	Iteration 54Q: 3 clusters Score -192121.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -192122.046875 Penalty: 2726.689697
	Iteration 55Q: 3 clusters Score -192122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -192121.609375 Penalty: 2726.689697
	Iteration 56Q: 3 clusters Score -192121.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -192122.015625 Penalty: 2726.689697
	Iteration 57Q: 3 clusters Score -192122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -192122.015625 Penalty: 2726.689697
	Iteration 58F: 3 clusters Score -192122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Entering Unmasked Estep 
Score: -75654.312500 Penalty: 1205.746704
	Iteration 0F: 2 clusters Score -75654.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -73756.867188 Penalty: 2411.493408
	Iteration 0F: 3 clusters Score -73756.87 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -74128.195312 Penalty: 2411.493408
	Iteration 1F: 3 clusters Score -74128.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -74216.093750 Penalty: 2411.493408
	Iteration 2F: 3 clusters Score -74216.09 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -74270.648438 Penalty: 2411.493408
	Iteration 3Q: 3 clusters Score -74270.65 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -74307.898438 Penalty: 2411.493408
	Iteration 4Q: 3 clusters Score -74307.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -74331.546875 Penalty: 2411.493408
	Iteration 5Q: 3 clusters Score -74331.55 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -74364.078125 Penalty: 2411.493408
	Iteration 6Q: 3 clusters Score -74364.08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -74391.445312 Penalty: 2411.493408
	Iteration 7Q: 3 clusters Score -74391.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -74420.703125 Penalty: 2411.493408
	Iteration 8Q: 3 clusters Score -74420.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -74451.132812 Penalty: 2411.493408
	Iteration 9Q: 3 clusters Score -74451.13 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -74479.859375 Penalty: 2411.493408
	Iteration 10Q: 3 clusters Score -74479.86 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -74527.078125 Penalty: 2411.493408
	Iteration 11Q: 3 clusters Score -74527.08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -74554.882812 Penalty: 2411.493408
	Iteration 12Q: 3 clusters Score -74554.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -74571.640625 Penalty: 2411.493408
	Iteration 13Q: 3 clusters Score -74571.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -74589.078125 Penalty: 2411.493408
	Iteration 14Q: 3 clusters Score -74589.08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -74610.203125 Penalty: 2411.493408
	Iteration 15Q: 3 clusters Score -74610.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -74623.914062 Penalty: 2411.493408
	Iteration 16Q: 3 clusters Score -74623.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -74636.500000 Penalty: 2411.493408
	Iteration 17Q: 3 clusters Score -74636.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -74649.890625 Penalty: 2411.493408
	Iteration 18Q: 3 clusters Score -74649.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -74672.515625 Penalty: 2411.493408
	Iteration 19Q: 3 clusters Score -74672.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -74699.109375 Penalty: 2411.493408
	Iteration 20F: 3 clusters Score -74699.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -74724.546875 Penalty: 2411.493408
	Iteration 21Q: 3 clusters Score -74724.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -74746.125000 Penalty: 2411.493408
	Iteration 22Q: 3 clusters Score -74746.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -74758.710938 Penalty: 2411.493408
	Iteration 23Q: 3 clusters Score -74758.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -74774.789062 Penalty: 2411.493408
	Iteration 24Q: 3 clusters Score -74774.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -74784.281250 Penalty: 2411.493408
	Iteration 25Q: 3 clusters Score -74784.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -74793.632812 Penalty: 2411.493408
	Iteration 26Q: 3 clusters Score -74793.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -74799.875000 Penalty: 2411.493408
	Iteration 27Q: 3 clusters Score -74799.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -74804.953125 Penalty: 2411.493408
	Iteration 28Q: 3 clusters Score -74804.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -74807.062500 Penalty: 2411.493408
	Iteration 29Q: 3 clusters Score -74807.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -74809.585938 Penalty: 2411.493408
	Iteration 30Q: 3 clusters Score -74809.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -74814.828125 Penalty: 2411.493408
	Iteration 31Q: 3 clusters Score -74814.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -74817.601562 Penalty: 2411.493408
	Iteration 32Q: 3 clusters Score -74817.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -74819.617188 Penalty: 2411.493408
	Iteration 33Q: 3 clusters Score -74819.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -74821.625000 Penalty: 2411.493408
	Iteration 34Q: 3 clusters Score -74821.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -74821.875000 Penalty: 2411.493408
	Iteration 35Q: 3 clusters Score -74821.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -74823.242188 Penalty: 2411.493408
	Iteration 36Q: 3 clusters Score -74823.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -74824.570312 Penalty: 2411.493408
	Iteration 37Q: 3 clusters Score -74824.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -74825.382812 Penalty: 2411.493408
	Iteration 38Q: 3 clusters Score -74825.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -74826.703125 Penalty: 2411.493408
	Iteration 39Q: 3 clusters Score -74826.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -74828.617188 Penalty: 2411.493408
	Iteration 40F: 3 clusters Score -74828.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Entering Unmasked Estep 
Score: -489633.375000 Penalty: 1487.436035
	Iteration 0F: 2 clusters Score -489633.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -482850.750000 Penalty: 2974.872070
	Iteration 0F: 3 clusters Score -482850.8 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -485027.156250 Penalty: 2974.872070
	Iteration 1F: 3 clusters Score -485027.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -485275.031250 Penalty: 2974.872070
	Iteration 2F: 3 clusters Score -485275 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -485508.031250 Penalty: 2974.872070
	Iteration 3F: 3 clusters Score -485508 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -485780.750000 Penalty: 2974.872070
	Iteration 4Q: 3 clusters Score -485780.8 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -486161.500000 Penalty: 2974.872070
	Iteration 5F: 3 clusters Score -486161.5 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -486622.187500 Penalty: 2974.872070
	Iteration 6F: 3 clusters Score -486622.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -487089.906250 Penalty: 2974.872070
	Iteration 7F: 3 clusters Score -487089.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -487490.625000 Penalty: 2974.872070
	Iteration 8Q: 3 clusters Score -487490.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -487791.062500 Penalty: 2974.872070
	Iteration 9Q: 3 clusters Score -487791.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -487992.968750 Penalty: 2974.872070
	Iteration 10Q: 3 clusters Score -487993 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -488109.812500 Penalty: 2974.872070
	Iteration 11Q: 3 clusters Score -488109.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -488191.500000 Penalty: 2974.872070
	Iteration 12Q: 3 clusters Score -488191.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -488249.031250 Penalty: 2974.872070
	Iteration 13Q: 3 clusters Score -488249 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -488281.218750 Penalty: 2974.872070
	Iteration 14Q: 3 clusters Score -488281.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -488297.781250 Penalty: 2974.872070
	Iteration 15Q: 3 clusters Score -488297.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -488311.500000 Penalty: 2974.872070
	Iteration 16Q: 3 clusters Score -488311.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -488320.031250 Penalty: 2974.872070
	Iteration 17Q: 3 clusters Score -488320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -488327.875000 Penalty: 2974.872070
	Iteration 18Q: 3 clusters Score -488327.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -488331.093750 Penalty: 2974.872070
	Iteration 19Q: 3 clusters Score -488331.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -488334.937500 Penalty: 2974.872070
	Iteration 20F: 3 clusters Score -488334.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -488336.656250 Penalty: 2974.872070
	Iteration 21Q: 3 clusters Score -488336.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -488336.656250 Penalty: 2974.872070
	Iteration 22F: 3 clusters Score -488336.7 nChanged 0
--- Evaluating fit on full set of 1760365 points ---
Entering Unmasked Estep 
Score: -87291608.000000 Penalty: 32716.847656
22->15 Clusters: Score -87291608.000000, best is -87316160.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 586788 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 26637 members 
Mstep: Class 3 contains 26584 members 
Mstep: Class 4 contains 26624 members 
Mstep: Class 5 contains 26374 members 
Mstep: Class 6 contains 26896 members 
Mstep: Class 7 contains 26577 members 
Mstep: Class 8 contains 26794 members 
Mstep: Class 9 contains 26710 members 
Mstep: Class 10 contains 26844 members 
Mstep: Class 11 contains 26555 members 
Mstep: Class 12 contains 26702 members 
Mstep: Class 13 contains 26829 members 
Mstep: Class 14 contains 26346 members 
Mstep: Class 15 contains 26507 members 
Mstep: Class 16 contains 26812 members 
Mstep: Class 17 contains 26717 members 
Mstep: Class 18 contains 26773 members 
Mstep: Class 19 contains 26684 members 
Mstep: Class 20 contains 26551 members 
Mstep: Class 21 contains 26691 members 
Mstep: Class 22 contains 27046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 844.431702 but Gain 2158.394531
Score: -26829240.000000 Penalty: 45326.253906
Iteration 0F: 22 clusters Score -2.682924e+07 nChanged 554806
Entering Unmasked Mstep 
Mstep: Class 0 contains 307 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 25319 members 
Mstep: Class 3 contains 28233 members 
Mstep: Class 4 contains 31087 members 
Mstep: Class 6 contains 30855 members 
Mstep: Class 7 contains 21544 members 
Mstep: Class 8 contains 25245 members 
Mstep: Class 9 contains 25375 members 
Mstep: Class 10 contains 28920 members 
Mstep: Class 11 contains 23907 members 
Mstep: Class 12 contains 35737 members 
Mstep: Class 13 contains 39160 members 
Mstep: Class 14 contains 19336 members 
Mstep: Class 15 contains 21764 members 
Mstep: Class 16 contains 28472 members 
Mstep: Class 17 contains 30758 members 
Mstep: Class 18 contains 43779 members 
Mstep: Class 19 contains 26632 members 
Mstep: Class 20 contains 16444 members 
Mstep: Class 21 contains 28027 members 
Mstep: Class 22 contains 35636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28098640.000000 Penalty: 45326.253906
Iteration 1F: 22 clusters Score -2.809864e+07 nChanged 155797
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 19818 members 
Mstep: Class 3 contains 31026 members 
Mstep: Class 4 contains 28796 members 
Mstep: Class 6 contains 31966 members 
Mstep: Class 7 contains 21339 members 
Mstep: Class 8 contains 18982 members 
Mstep: Class 9 contains 24670 members 
Mstep: Class 10 contains 27292 members 
Mstep: Class 11 contains 25579 members 
Mstep: Class 12 contains 39674 members 
Mstep: Class 13 contains 45433 members 
Mstep: Class 14 contains 16481 members 
Mstep: Class 15 contains 21132 members 
Mstep: Class 16 contains 29997 members 
Mstep: Class 17 contains 31015 members 
Mstep: Class 18 contains 56675 members 
Mstep: Class 19 contains 24392 members 
Mstep: Class 20 contains 15339 members 
Mstep: Class 21 contains 25223 members 
Mstep: Class 22 contains 38067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28314472.000000 Penalty: 45326.253906
Iteration 2F: 22 clusters Score -2.831447e+07 nChanged 136917
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 16685 members 
Mstep: Class 3 contains 29951 members 
Mstep: Class 4 contains 25001 members 
Mstep: Class 6 contains 31939 members 
Mstep: Class 7 contains 26512 members 
Mstep: Class 8 contains 15661 members 
Mstep: Class 9 contains 20991 members 
Mstep: Class 10 contains 26237 members 
Mstep: Class 11 contains 25605 members 
Mstep: Class 12 contains 41151 members 
Mstep: Class 13 contains 49112 members 
Mstep: Class 14 contains 14812 members 
Mstep: Class 15 contains 18116 members 
Mstep: Class 16 contains 30308 members 
Mstep: Class 17 contains 29361 members 
Mstep: Class 18 contains 70081 members 
Mstep: Class 19 contains 21545 members 
Mstep: Class 20 contains 17289 members 
Mstep: Class 21 contains 23106 members 
Mstep: Class 22 contains 44267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28475624.000000 Penalty: 45326.253906
Iteration 3F: 22 clusters Score -2.847562e+07 nChanged 118932
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 15414 members 
Mstep: Class 3 contains 25354 members 
Mstep: Class 4 contains 23173 members 
Mstep: Class 6 contains 30038 members 
Mstep: Class 7 contains 37230 members 
Mstep: Class 8 contains 13860 members 
Mstep: Class 9 contains 15678 members 
Mstep: Class 10 contains 25928 members 
Mstep: Class 11 contains 23901 members 
Mstep: Class 12 contains 41299 members 
Mstep: Class 13 contains 49917 members 
Mstep: Class 14 contains 13093 members 
Mstep: Class 15 contains 13809 members 
Mstep: Class 16 contains 28518 members 
Mstep: Class 17 contains 26985 members 
Mstep: Class 18 contains 82940 members 
Mstep: Class 19 contains 18720 members 
Mstep: Class 20 contains 18534 members 
Mstep: Class 21 contains 22688 members 
Mstep: Class 22 contains 54011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28594326.000000 Penalty: 45326.253906
Iteration 4F: 22 clusters Score -2.859433e+07 nChanged 103075
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 13745 members 
Mstep: Class 3 contains 19677 members 
Mstep: Class 4 contains 23530 members 
Mstep: Class 6 contains 25897 members 
Mstep: Class 7 contains 51734 members 
Mstep: Class 8 contains 11812 members 
Mstep: Class 9 contains 10536 members 
Mstep: Class 10 contains 26321 members 
Mstep: Class 11 contains 21727 members 
Mstep: Class 12 contains 41497 members 
Mstep: Class 13 contains 48553 members 
Mstep: Class 14 contains 10784 members 
Mstep: Class 15 contains 9768 members 
Mstep: Class 16 contains 25271 members 
Mstep: Class 17 contains 24579 members 
Mstep: Class 18 contains 96619 members 
Mstep: Class 19 contains 16042 members 
Mstep: Class 20 contains 18073 members 
Mstep: Class 21 contains 23839 members 
Mstep: Class 22 contains 63355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28688292.000000 Penalty: 45326.253906
Iteration 5F: 22 clusters Score -2.868829e+07 nChanged 90920
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 11326 members 
Mstep: Class 3 contains 14609 members 
Mstep: Class 4 contains 24876 members 
Mstep: Class 6 contains 20039 members 
Mstep: Class 7 contains 66911 members 
Mstep: Class 8 contains 9479 members 
Mstep: Class 9 contains 6352 members 
Mstep: Class 10 contains 26765 members 
Mstep: Class 11 contains 19746 members 
Mstep: Class 12 contains 41771 members 
Mstep: Class 13 contains 45995 members 
Mstep: Class 14 contains 8232 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 20933 members 
Mstep: Class 17 contains 21958 members 
Mstep: Class 18 contains 112090 members 
Mstep: Class 19 contains 13517 members 
Mstep: Class 20 contains 16657 members 
Mstep: Class 21 contains 26095 members 
Mstep: Class 22 contains 70908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1830.668823 but Gain 2158.390625
Score: -28767222.000000 Penalty: 43167.863281
Iteration 6F: 21 clusters Score -2.876722e+07 nChanged 80918
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 8634 members 
Mstep: Class 3 contains 10606 members 
Mstep: Class 4 contains 26253 members 
Mstep: Class 6 contains 13569 members 
Mstep: Class 7 contains 80608 members 
Mstep: Class 8 contains 7349 members 
Mstep: Class 9 contains 3460 members 
Mstep: Class 10 contains 27024 members 
Mstep: Class 11 contains 17871 members 
Mstep: Class 12 contains 40850 members 
Mstep: Class 13 contains 42719 members 
Mstep: Class 14 contains 6114 members 
Mstep: Class 15 contains 3925 members 
Mstep: Class 16 contains 16507 members 
Mstep: Class 17 contains 19543 members 
Mstep: Class 18 contains 129128 members 
Mstep: Class 19 contains 11206 members 
Mstep: Class 20 contains 15199 members 
Mstep: Class 21 contains 29221 members 
Mstep: Class 22 contains 76999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1649.223145 but Gain 2158.394531
Score: -28838808.000000 Penalty: 41009.468750
Iteration 7F: 20 clusters Score -2.883881e+07 nChanged 68473
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 6187 members 
Mstep: Class 3 contains 7557 members 
Mstep: Class 4 contains 26792 members 
Mstep: Class 6 contains 7993 members 
Mstep: Class 7 contains 91088 members 
Mstep: Class 8 contains 5694 members 
Mstep: Class 10 contains 26994 members 
Mstep: Class 11 contains 16084 members 
Mstep: Class 12 contains 38690 members 
Mstep: Class 13 contains 39346 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 2318 members 
Mstep: Class 16 contains 12883 members 
Mstep: Class 17 contains 16951 members 
Mstep: Class 18 contains 146051 members 
Mstep: Class 19 contains 9466 members 
Mstep: Class 20 contains 13803 members 
Mstep: Class 21 contains 33009 members 
Mstep: Class 22 contains 81123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1519.914917 but Gain 2158.390625
Score: -28897472.000000 Penalty: 38851.078125
Iteration 8F: 19 clusters Score -2.889747e+07 nChanged 54094
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 2 contains 4333 members 
Mstep: Class 3 contains 5424 members 
Mstep: Class 4 contains 26906 members 
Mstep: Class 6 contains 4343 members 
Mstep: Class 7 contains 98716 members 
Mstep: Class 8 contains 4644 members 
Mstep: Class 10 contains 26588 members 
Mstep: Class 11 contains 14136 members 
Mstep: Class 12 contains 35402 members 
Mstep: Class 13 contains 36578 members 
Mstep: Class 14 contains 4066 members 
Mstep: Class 16 contains 10117 members 
Mstep: Class 17 contains 14455 members 
Mstep: Class 18 contains 158804 members 
Mstep: Class 19 contains 8534 members 
Mstep: Class 20 contains 12616 members 
Mstep: Class 21 contains 37139 members 
Mstep: Class 22 contains 83985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28939790.000000 Penalty: 38851.078125
Iteration 9F: 19 clusters Score -2.893979e+07 nChanged 40075
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 2 contains 3012 members 
Mstep: Class 3 contains 3940 members 
Mstep: Class 4 contains 26372 members 
Mstep: Class 6 contains 2675 members 
Mstep: Class 7 contains 103916 members 
Mstep: Class 8 contains 4130 members 
Mstep: Class 10 contains 25787 members 
Mstep: Class 11 contains 12422 members 
Mstep: Class 12 contains 32637 members 
Mstep: Class 13 contains 34494 members 
Mstep: Class 14 contains 3826 members 
Mstep: Class 16 contains 8361 members 
Mstep: Class 17 contains 11949 members 
Mstep: Class 18 contains 167332 members 
Mstep: Class 19 contains 8279 members 
Mstep: Class 20 contains 11694 members 
Mstep: Class 21 contains 40853 members 
Mstep: Class 22 contains 85107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28967918.000000 Penalty: 38851.078125
Iteration 10F: 19 clusters Score -2.896792e+07 nChanged 30974
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 2 contains 2121 members 
Mstep: Class 3 contains 2919 members 
Mstep: Class 4 contains 25554 members 
Mstep: Class 6 contains 1996 members 
Mstep: Class 7 contains 107584 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 10 contains 24670 members 
Mstep: Class 11 contains 11138 members 
Mstep: Class 12 contains 30748 members 
Mstep: Class 13 contains 33457 members 
Mstep: Class 14 contains 3800 members 
Mstep: Class 16 contains 7412 members 
Mstep: Class 17 contains 9576 members 
Mstep: Class 18 contains 172719 members 
Mstep: Class 19 contains 8669 members 
Mstep: Class 20 contains 11027 members 
Mstep: Class 21 contains 44149 members 
Mstep: Class 22 contains 85390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1836.376343 but Gain 2158.394531
Score: -28987906.000000 Penalty: 36692.683594
Iteration 11F: 18 clusters Score -2.898791e+07 nChanged 26325
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 2334 members 
Mstep: Class 4 contains 24657 members 
Mstep: Class 6 contains 1745 members 
Mstep: Class 7 contains 110591 members 
Mstep: Class 8 contains 3739 members 
Mstep: Class 10 contains 23280 members 
Mstep: Class 11 contains 10346 members 
Mstep: Class 12 contains 29571 members 
Mstep: Class 13 contains 32944 members 
Mstep: Class 14 contains 3857 members 
Mstep: Class 16 contains 6796 members 
Mstep: Class 17 contains 7591 members 
Mstep: Class 18 contains 176264 members 
Mstep: Class 19 contains 9398 members 
Mstep: Class 20 contains 10573 members 
Mstep: Class 21 contains 47416 members 
Mstep: Class 22 contains 85685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29003728.000000 Penalty: 36692.683594
Iteration 12Q: 18 clusters Score -2.900373e+07 nChanged 20450
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 1963 members 
Mstep: Class 4 contains 23565 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 112421 members 
Mstep: Class 8 contains 3668 members 
Mstep: Class 10 contains 21612 members 
Mstep: Class 11 contains 9687 members 
Mstep: Class 12 contains 28910 members 
Mstep: Class 13 contains 32934 members 
Mstep: Class 14 contains 3915 members 
Mstep: Class 16 contains 6465 members 
Mstep: Class 17 contains 5897 members 
Mstep: Class 18 contains 178317 members 
Mstep: Class 19 contains 10414 members 
Mstep: Class 20 contains 10205 members 
Mstep: Class 21 contains 50121 members 
Mstep: Class 22 contains 85002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2004.860107 but Gain 2158.394531
Score: -29014432.000000 Penalty: 34534.289062
Iteration 13Q: 17 clusters Score -2.901443e+07 nChanged 18902
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 114267 members 
Mstep: Class 8 contains 3638 members 
Mstep: Class 10 contains 20026 members 
Mstep: Class 11 contains 9299 members 
Mstep: Class 12 contains 28586 members 
Mstep: Class 13 contains 33200 members 
Mstep: Class 14 contains 3946 members 
Mstep: Class 16 contains 6191 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 179696 members 
Mstep: Class 19 contains 11863 members 
Mstep: Class 20 contains 9896 members 
Mstep: Class 21 contains 52956 members 
Mstep: Class 22 contains 84460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29024194.000000 Penalty: 34534.289062
Iteration 14Q: 17 clusters Score -2.902419e+07 nChanged 14746
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 21468 members 
Mstep: Class 6 contains 1566 members 
Mstep: Class 7 contains 115324 members 
Mstep: Class 8 contains 3630 members 
Mstep: Class 10 contains 18251 members 
Mstep: Class 11 contains 8970 members 
Mstep: Class 12 contains 28405 members 
Mstep: Class 13 contains 33830 members 
Mstep: Class 14 contains 3953 members 
Mstep: Class 16 contains 6057 members 
Mstep: Class 17 contains 3863 members 
Mstep: Class 18 contains 180184 members 
Mstep: Class 19 contains 13432 members 
Mstep: Class 20 contains 9669 members 
Mstep: Class 21 contains 55049 members 
Mstep: Class 22 contains 83136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29029944.000000 Penalty: 34534.289062
Iteration 15Q: 17 clusters Score -2.902994e+07 nChanged 13044
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 20647 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 116230 members 
Mstep: Class 8 contains 3606 members 
Mstep: Class 10 contains 16587 members 
Mstep: Class 11 contains 8671 members 
Mstep: Class 12 contains 28367 members 
Mstep: Class 13 contains 34626 members 
Mstep: Class 14 contains 3970 members 
Mstep: Class 16 contains 6004 members 
Mstep: Class 17 contains 3252 members 
Mstep: Class 18 contains 180332 members 
Mstep: Class 19 contains 15299 members 
Mstep: Class 20 contains 9492 members 
Mstep: Class 21 contains 56846 members 
Mstep: Class 22 contains 81344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29034558.000000 Penalty: 34534.289062
Iteration 16Q: 17 clusters Score -2.903456e+07 nChanged 11603
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 19905 members 
Mstep: Class 6 contains 1460 members 
Mstep: Class 7 contains 117096 members 
Mstep: Class 8 contains 3593 members 
Mstep: Class 10 contains 15013 members 
Mstep: Class 11 contains 8402 members 
Mstep: Class 12 contains 28347 members 
Mstep: Class 13 contains 35476 members 
Mstep: Class 14 contains 4003 members 
Mstep: Class 16 contains 5995 members 
Mstep: Class 17 contains 2836 members 
Mstep: Class 18 contains 180328 members 
Mstep: Class 19 contains 17384 members 
Mstep: Class 20 contains 9353 members 
Mstep: Class 21 contains 58463 members 
Mstep: Class 22 contains 79133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29038774.000000 Penalty: 34534.289062
Iteration 17Q: 17 clusters Score -2.903877e+07 nChanged 10482
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 19277 members 
Mstep: Class 6 contains 1428 members 
Mstep: Class 7 contains 117884 members 
Mstep: Class 8 contains 3548 members 
Mstep: Class 10 contains 13543 members 
Mstep: Class 11 contains 8144 members 
Mstep: Class 12 contains 28418 members 
Mstep: Class 13 contains 36398 members 
Mstep: Class 14 contains 4035 members 
Mstep: Class 16 contains 6005 members 
Mstep: Class 17 contains 2532 members 
Mstep: Class 18 contains 180053 members 
Mstep: Class 19 contains 19758 members 
Mstep: Class 20 contains 9233 members 
Mstep: Class 21 contains 59912 members 
Mstep: Class 22 contains 76619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29042512.000000 Penalty: 34534.289062
Iteration 18Q: 17 clusters Score -2.904251e+07 nChanged 9626
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 18706 members 
Mstep: Class 6 contains 1393 members 
Mstep: Class 7 contains 118746 members 
Mstep: Class 8 contains 3521 members 
Mstep: Class 10 contains 12132 members 
Mstep: Class 11 contains 7922 members 
Mstep: Class 12 contains 28515 members 
Mstep: Class 13 contains 37356 members 
Mstep: Class 14 contains 4063 members 
Mstep: Class 16 contains 6005 members 
Mstep: Class 17 contains 2290 members 
Mstep: Class 18 contains 179700 members 
Mstep: Class 19 contains 22160 members 
Mstep: Class 20 contains 9130 members 
Mstep: Class 21 contains 61171 members 
Mstep: Class 22 contains 73977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2153.155029 but Gain 2158.392578
Score: -29046056.000000 Penalty: 32375.896484
Iteration 19Q: 16 clusters Score -2.904606e+07 nChanged 10271
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 18174 members 
Mstep: Class 7 contains 120517 members 
Mstep: Class 8 contains 3508 members 
Mstep: Class 10 contains 10897 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 28640 members 
Mstep: Class 13 contains 38299 members 
Mstep: Class 14 contains 4079 members 
Mstep: Class 16 contains 6000 members 
Mstep: Class 17 contains 2126 members 
Mstep: Class 18 contains 179598 members 
Mstep: Class 19 contains 24660 members 
Mstep: Class 20 contains 9039 members 
Mstep: Class 21 contains 62338 members 
Mstep: Class 22 contains 71230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29050690.000000 Penalty: 32375.896484
Iteration 20F: 16 clusters Score -2.905069e+07 nChanged 8587
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 17661 members 
Mstep: Class 7 contains 121253 members 
Mstep: Class 8 contains 3502 members 
Mstep: Class 10 contains 9638 members 
Mstep: Class 11 contains 7481 members 
Mstep: Class 12 contains 28733 members 
Mstep: Class 13 contains 39218 members 
Mstep: Class 14 contains 4099 members 
Mstep: Class 16 contains 6060 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 179187 members 
Mstep: Class 19 contains 27260 members 
Mstep: Class 20 contains 8962 members 
Mstep: Class 21 contains 63330 members 
Mstep: Class 22 contains 68362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29053714.000000 Penalty: 32375.896484
Iteration 21Q: 16 clusters Score -2.905371e+07 nChanged 7874
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 17144 members 
Mstep: Class 7 contains 121835 members 
Mstep: Class 8 contains 3497 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 7266 members 
Mstep: Class 12 contains 28832 members 
Mstep: Class 13 contains 40116 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 16 contains 6091 members 
Mstep: Class 17 contains 1992 members 
Mstep: Class 18 contains 178789 members 
Mstep: Class 19 contains 29661 members 
Mstep: Class 20 contains 8881 members 
Mstep: Class 21 contains 64291 members 
Mstep: Class 22 contains 65782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29056298.000000 Penalty: 32375.896484
Iteration 22Q: 16 clusters Score -2.90563e+07 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 16691 members 
Mstep: Class 7 contains 122419 members 
Mstep: Class 8 contains 3523 members 
Mstep: Class 10 contains 7459 members 
Mstep: Class 11 contains 7046 members 
Mstep: Class 12 contains 28945 members 
Mstep: Class 13 contains 40963 members 
Mstep: Class 14 contains 4134 members 
Mstep: Class 16 contains 6096 members 
Mstep: Class 17 contains 1959 members 
Mstep: Class 18 contains 178348 members 
Mstep: Class 19 contains 31805 members 
Mstep: Class 20 contains 8771 members 
Mstep: Class 21 contains 65179 members 
Mstep: Class 22 contains 63449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29058676.000000 Penalty: 32375.896484
Iteration 23Q: 16 clusters Score -2.905868e+07 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 16274 members 
Mstep: Class 7 contains 122882 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 10 contains 6539 members 
Mstep: Class 11 contains 6844 members 
Mstep: Class 12 contains 29054 members 
Mstep: Class 13 contains 41781 members 
Mstep: Class 14 contains 4140 members 
Mstep: Class 16 contains 6121 members 
Mstep: Class 17 contains 1945 members 
Mstep: Class 18 contains 177903 members 
Mstep: Class 19 contains 33642 members 
Mstep: Class 20 contains 8668 members 
Mstep: Class 21 contains 65961 members 
Mstep: Class 22 contains 61482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29060556.000000 Penalty: 32375.896484
Iteration 24Q: 16 clusters Score -2.906056e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 15857 members 
Mstep: Class 7 contains 123243 members 
Mstep: Class 8 contains 3592 members 
Mstep: Class 10 contains 5757 members 
Mstep: Class 11 contains 6637 members 
Mstep: Class 12 contains 29168 members 
Mstep: Class 13 contains 42473 members 
Mstep: Class 14 contains 4141 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 1987 members 
Mstep: Class 18 contains 177447 members 
Mstep: Class 19 contains 35276 members 
Mstep: Class 20 contains 8557 members 
Mstep: Class 21 contains 66753 members 
Mstep: Class 22 contains 59755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29061930.000000 Penalty: 32375.896484
Iteration 25Q: 16 clusters Score -2.906193e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 15443 members 
Mstep: Class 7 contains 123490 members 
Mstep: Class 8 contains 3639 members 
Mstep: Class 10 contains 5143 members 
Mstep: Class 11 contains 6442 members 
Mstep: Class 12 contains 29298 members 
Mstep: Class 13 contains 43067 members 
Mstep: Class 14 contains 4144 members 
Mstep: Class 16 contains 6151 members 
Mstep: Class 17 contains 2051 members 
Mstep: Class 18 contains 176994 members 
Mstep: Class 19 contains 36616 members 
Mstep: Class 20 contains 8449 members 
Mstep: Class 21 contains 67515 members 
Mstep: Class 22 contains 58345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29063178.000000 Penalty: 32375.896484
Iteration 26Q: 16 clusters Score -2.906318e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 15006 members 
Mstep: Class 7 contains 123603 members 
Mstep: Class 8 contains 3680 members 
Mstep: Class 10 contains 4609 members 
Mstep: Class 11 contains 6273 members 
Mstep: Class 12 contains 29431 members 
Mstep: Class 13 contains 43609 members 
Mstep: Class 14 contains 4153 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 176584 members 
Mstep: Class 19 contains 37730 members 
Mstep: Class 20 contains 8375 members 
Mstep: Class 21 contains 68313 members 
Mstep: Class 22 contains 57205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29064158.000000 Penalty: 32375.896484
Iteration 27Q: 16 clusters Score -2.906416e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 14612 members 
Mstep: Class 7 contains 123609 members 
Mstep: Class 8 contains 3722 members 
Mstep: Class 10 contains 4165 members 
Mstep: Class 11 contains 6105 members 
Mstep: Class 12 contains 29566 members 
Mstep: Class 13 contains 44054 members 
Mstep: Class 14 contains 4158 members 
Mstep: Class 16 contains 6130 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 176252 members 
Mstep: Class 19 contains 38675 members 
Mstep: Class 20 contains 8285 members 
Mstep: Class 21 contains 69096 members 
Mstep: Class 22 contains 56254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29064676.000000 Penalty: 32375.896484
Iteration 28Q: 16 clusters Score -2.906468e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 14135 members 
Mstep: Class 7 contains 123613 members 
Mstep: Class 8 contains 3754 members 
Mstep: Class 10 contains 3769 members 
Mstep: Class 11 contains 5956 members 
Mstep: Class 12 contains 29686 members 
Mstep: Class 13 contains 44437 members 
Mstep: Class 14 contains 4169 members 
Mstep: Class 16 contains 6125 members 
Mstep: Class 17 contains 2127 members 
Mstep: Class 18 contains 175918 members 
Mstep: Class 19 contains 39484 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 69903 members 
Mstep: Class 22 contains 55513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29065192.000000 Penalty: 32375.896484
Iteration 29Q: 16 clusters Score -2.906519e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 13647 members 
Mstep: Class 7 contains 123583 members 
Mstep: Class 8 contains 3801 members 
Mstep: Class 10 contains 3400 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 29803 members 
Mstep: Class 13 contains 44742 members 
Mstep: Class 14 contains 4172 members 
Mstep: Class 16 contains 6116 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 175612 members 
Mstep: Class 19 contains 40181 members 
Mstep: Class 20 contains 8107 members 
Mstep: Class 21 contains 70670 members 
Mstep: Class 22 contains 54934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29065828.000000 Penalty: 32375.896484
Iteration 30Q: 16 clusters Score -2.906583e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 13193 members 
Mstep: Class 7 contains 123545 members 
Mstep: Class 8 contains 3842 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 5783 members 
Mstep: Class 12 contains 29939 members 
Mstep: Class 13 contains 45010 members 
Mstep: Class 14 contains 4174 members 
Mstep: Class 16 contains 6101 members 
Mstep: Class 17 contains 2169 members 
Mstep: Class 18 contains 175302 members 
Mstep: Class 19 contains 40758 members 
Mstep: Class 20 contains 8009 members 
Mstep: Class 21 contains 71389 members 
Mstep: Class 22 contains 54460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29066286.000000 Penalty: 32375.896484
Iteration 31Q: 16 clusters Score -2.906629e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 12800 members 
Mstep: Class 7 contains 123434 members 
Mstep: Class 8 contains 3893 members 
Mstep: Class 10 contains 2878 members 
Mstep: Class 11 contains 5688 members 
Mstep: Class 12 contains 30077 members 
Mstep: Class 13 contains 45256 members 
Mstep: Class 14 contains 4183 members 
Mstep: Class 16 contains 6100 members 
Mstep: Class 17 contains 2185 members 
Mstep: Class 18 contains 175014 members 
Mstep: Class 19 contains 41238 members 
Mstep: Class 20 contains 7894 members 
Mstep: Class 21 contains 72070 members 
Mstep: Class 22 contains 54077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29066666.000000 Penalty: 32375.896484
Iteration 32Q: 16 clusters Score -2.906667e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 12419 members 
Mstep: Class 7 contains 123232 members 
Mstep: Class 8 contains 3982 members 
Mstep: Class 10 contains 2665 members 
Mstep: Class 11 contains 5608 members 
Mstep: Class 12 contains 30232 members 
Mstep: Class 13 contains 45476 members 
Mstep: Class 14 contains 4189 members 
Mstep: Class 16 contains 6103 members 
Mstep: Class 17 contains 2208 members 
Mstep: Class 18 contains 174729 members 
Mstep: Class 19 contains 41696 members 
Mstep: Class 20 contains 7787 members 
Mstep: Class 21 contains 72655 members 
Mstep: Class 22 contains 53806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29066750.000000 Penalty: 32375.896484
Iteration 33Q: 16 clusters Score -2.906675e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 12063 members 
Mstep: Class 7 contains 122993 members 
Mstep: Class 8 contains 4076 members 
Mstep: Class 10 contains 2516 members 
Mstep: Class 11 contains 5544 members 
Mstep: Class 12 contains 30363 members 
Mstep: Class 13 contains 45636 members 
Mstep: Class 14 contains 4194 members 
Mstep: Class 16 contains 6102 members 
Mstep: Class 17 contains 2230 members 
Mstep: Class 18 contains 174477 members 
Mstep: Class 19 contains 42100 members 
Mstep: Class 20 contains 7671 members 
Mstep: Class 21 contains 73263 members 
Mstep: Class 22 contains 53559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29067066.000000 Penalty: 32375.896484
Iteration 34Q: 16 clusters Score -2.906707e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 11735 members 
Mstep: Class 7 contains 122692 members 
Mstep: Class 8 contains 4162 members 
Mstep: Class 10 contains 2386 members 
Mstep: Class 11 contains 5480 members 
Mstep: Class 12 contains 30489 members 
Mstep: Class 13 contains 45799 members 
Mstep: Class 14 contains 4200 members 
Mstep: Class 16 contains 6115 members 
Mstep: Class 17 contains 2239 members 
Mstep: Class 18 contains 174249 members 
Mstep: Class 19 contains 42410 members 
Mstep: Class 20 contains 7568 members 
Mstep: Class 21 contains 73909 members 
Mstep: Class 22 contains 53354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29067312.000000 Penalty: 32375.896484
Iteration 35Q: 16 clusters Score -2.906731e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 11445 members 
Mstep: Class 7 contains 122333 members 
Mstep: Class 8 contains 4289 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 5417 members 
Mstep: Class 12 contains 30597 members 
Mstep: Class 13 contains 45945 members 
Mstep: Class 14 contains 4201 members 
Mstep: Class 16 contains 6127 members 
Mstep: Class 17 contains 2252 members 
Mstep: Class 18 contains 174044 members 
Mstep: Class 19 contains 42685 members 
Mstep: Class 20 contains 7466 members 
Mstep: Class 21 contains 74534 members 
Mstep: Class 22 contains 53196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29067408.000000 Penalty: 32375.896484
Iteration 36Q: 16 clusters Score -2.906741e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 11163 members 
Mstep: Class 7 contains 121993 members 
Mstep: Class 8 contains 4394 members 
Mstep: Class 10 contains 2126 members 
Mstep: Class 11 contains 5364 members 
Mstep: Class 12 contains 30699 members 
Mstep: Class 13 contains 46076 members 
Mstep: Class 14 contains 4200 members 
Mstep: Class 16 contains 6127 members 
Mstep: Class 17 contains 2268 members 
Mstep: Class 18 contains 173878 members 
Mstep: Class 19 contains 42926 members 
Mstep: Class 20 contains 7390 members 
Mstep: Class 21 contains 75122 members 
Mstep: Class 22 contains 53061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29067658.000000 Penalty: 32375.896484
Iteration 37Q: 16 clusters Score -2.906766e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 10875 members 
Mstep: Class 7 contains 121644 members 
Mstep: Class 8 contains 4527 members 
Mstep: Class 10 contains 2029 members 
Mstep: Class 11 contains 5323 members 
Mstep: Class 12 contains 30798 members 
Mstep: Class 13 contains 46195 members 
Mstep: Class 14 contains 4210 members 
Mstep: Class 16 contains 6120 members 
Mstep: Class 17 contains 2279 members 
Mstep: Class 18 contains 173723 members 
Mstep: Class 19 contains 43128 members 
Mstep: Class 20 contains 7296 members 
Mstep: Class 21 contains 75680 members 
Mstep: Class 22 contains 52960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29067714.000000 Penalty: 32375.896484
Iteration 38Q: 16 clusters Score -2.906771e+07 nChanged 1750
Entering ConstructFrom: 
Score: -29067714.000000 Penalty: 32375.896484
Entering ConstructFrom: 
Trying to split cluster 4 (10582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Entering Unmasked Estep 
Score: -553809.687500 Penalty: 1505.872803
	Iteration 0F: 2 clusters Score -553809.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -546205.062500 Penalty: 3011.745605
	Iteration 0F: 3 clusters Score -546205.1 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -548750.312500 Penalty: 3011.745605
	Iteration 1F: 3 clusters Score -548750.3 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -549087.000000 Penalty: 3011.745605
	Iteration 2F: 3 clusters Score -549087 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -549394.250000 Penalty: 3011.745605
	Iteration 3F: 3 clusters Score -549394.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -549702.937500 Penalty: 3011.745605
	Iteration 4F: 3 clusters Score -549702.9 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -550063.500000 Penalty: 3011.745605
	Iteration 5F: 3 clusters Score -550063.5 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -550481.187500 Penalty: 3011.745605
	Iteration 6F: 3 clusters Score -550481.2 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -550999.500000 Penalty: 3011.745605
	Iteration 7F: 3 clusters Score -550999.5 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -551503.125000 Penalty: 3011.745605
	Iteration 8F: 3 clusters Score -551503.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -551924.812500 Penalty: 3011.745605
	Iteration 9Q: 3 clusters Score -551924.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -552185.875000 Penalty: 3011.745605
	Iteration 10Q: 3 clusters Score -552185.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -552318.562500 Penalty: 3011.745605
	Iteration 11Q: 3 clusters Score -552318.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -552392.062500 Penalty: 3011.745605
	Iteration 12Q: 3 clusters Score -552392.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -552426.937500 Penalty: 3011.745605
	Iteration 13Q: 3 clusters Score -552426.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -552442.062500 Penalty: 3011.745605
	Iteration 14Q: 3 clusters Score -552442.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -552461.437500 Penalty: 3011.745605
	Iteration 15Q: 3 clusters Score -552461.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -552476.750000 Penalty: 3011.745605
	Iteration 16Q: 3 clusters Score -552476.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -552481.375000 Penalty: 3011.745605
	Iteration 17Q: 3 clusters Score -552481.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -552482.000000 Penalty: 3011.745605
	Iteration 18Q: 3 clusters Score -552482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -552484.312500 Penalty: 3011.745605
	Iteration 19Q: 3 clusters Score -552484.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -552484.562500 Penalty: 3011.745605
	Iteration 20F: 3 clusters Score -552484.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (121315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121315 members 
Entering Unmasked Estep 
Score: -6110342.500000 Penalty: 1902.248657
	Iteration 0F: 2 clusters Score -6110342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60454 members 
Mstep: Class 2 contains 60861 members 
Entering Unmasked Estep 
Score: -6028892.000000 Penalty: 3804.497314
	Iteration 0F: 3 clusters Score -6028892 nChanged 58377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55639 members 
Mstep: Class 2 contains 65676 members 
Entering Unmasked Estep 
Score: -6064168.500000 Penalty: 3804.497314
	Iteration 1F: 3 clusters Score -6064168 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52838 members 
Mstep: Class 2 contains 68477 members 
Entering Unmasked Estep 
Score: -6066010.000000 Penalty: 3804.497314
	Iteration 2Q: 3 clusters Score -6066010 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48801 members 
Mstep: Class 2 contains 72514 members 
Entering Unmasked Estep 
Score: -6068784.500000 Penalty: 3804.497314
	Iteration 3Q: 3 clusters Score -6068784 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43203 members 
Mstep: Class 2 contains 78112 members 
Entering Unmasked Estep 
Score: -6072672.500000 Penalty: 3804.497314
	Iteration 4F: 3 clusters Score -6072672 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 85317 members 
Entering Unmasked Estep 
Score: -6078360.500000 Penalty: 3804.497314
	Iteration 5F: 3 clusters Score -6078360 nChanged 8964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 93695 members 
Entering Unmasked Estep 
Score: -6085605.000000 Penalty: 3804.497314
	Iteration 6F: 3 clusters Score -6085605 nChanged 8525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 101824 members 
Entering Unmasked Estep 
Score: -6093043.000000 Penalty: 3804.497314
	Iteration 7F: 3 clusters Score -6093043 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 108250 members 
Entering Unmasked Estep 
Score: -6099233.000000 Penalty: 3804.497314
	Iteration 8F: 3 clusters Score -6099233 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 112539 members 
Entering Unmasked Estep 
Score: -6103533.000000 Penalty: 3804.497314
	Iteration 9Q: 3 clusters Score -6103533 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 114930 members 
Entering Unmasked Estep 
Score: -6105980.500000 Penalty: 3804.497314
	Iteration 10Q: 3 clusters Score -6105980 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 116187 members 
Entering Unmasked Estep 
Score: -6107013.000000 Penalty: 3804.497314
	Iteration 11Q: 3 clusters Score -6107013 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 117026 members 
Entering Unmasked Estep 
Score: -6107539.500000 Penalty: 3804.497314
	Iteration 12Q: 3 clusters Score -6107540 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 117615 members 
Entering Unmasked Estep 
Score: -6107812.500000 Penalty: 3804.497314
	Iteration 13Q: 3 clusters Score -6107812 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 118077 members 
Entering Unmasked Estep 
Score: -6108025.500000 Penalty: 3804.497314
	Iteration 14Q: 3 clusters Score -6108026 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 118454 members 
Entering Unmasked Estep 
Score: -6108168.000000 Penalty: 3804.497314
	Iteration 15Q: 3 clusters Score -6108168 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 118776 members 
Entering Unmasked Estep 
Score: -6108275.000000 Penalty: 3804.497314
	Iteration 16Q: 3 clusters Score -6108275 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 119012 members 
Entering Unmasked Estep 
Score: -6108351.000000 Penalty: 3804.497314
	Iteration 17Q: 3 clusters Score -6108351 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 119226 members 
Entering Unmasked Estep 
Score: -6108423.500000 Penalty: 3804.497314
	Iteration 18Q: 3 clusters Score -6108424 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 119382 members 
Entering Unmasked Estep 
Score: -6108489.500000 Penalty: 3804.497314
	Iteration 19Q: 3 clusters Score -6108490 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 119494 members 
Entering Unmasked Estep 
Score: -6108520.500000 Penalty: 3804.497314
	Iteration 20F: 3 clusters Score -6108520 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 119592 members 
Entering Unmasked Estep 
Score: -6108575.500000 Penalty: 3804.497314
	Iteration 21Q: 3 clusters Score -6108576 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 119674 members 
Entering Unmasked Estep 
Score: -6108578.000000 Penalty: 3804.497314
	Iteration 22Q: 3 clusters Score -6108578 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 119751 members 
Entering Unmasked Estep 
Score: -6108597.000000 Penalty: 3804.497314
	Iteration 23Q: 3 clusters Score -6108597 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 119819 members 
Entering Unmasked Estep 
Score: -6108628.000000 Penalty: 3804.497314
	Iteration 24Q: 3 clusters Score -6108628 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 119873 members 
Entering Unmasked Estep 
Score: -6108649.500000 Penalty: 3804.497314
	Iteration 25Q: 3 clusters Score -6108650 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 119915 members 
Entering Unmasked Estep 
Score: -6108651.000000 Penalty: 3804.497314
	Iteration 26Q: 3 clusters Score -6108651 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 119950 members 
Entering Unmasked Estep 
Score: -6108666.000000 Penalty: 3804.497314
	Iteration 27Q: 3 clusters Score -6108666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 119979 members 
Entering Unmasked Estep 
Score: -6108671.000000 Penalty: 3804.497314
	Iteration 28Q: 3 clusters Score -6108671 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 120005 members 
Entering Unmasked Estep 
Score: -6108685.500000 Penalty: 3804.497314
	Iteration 29Q: 3 clusters Score -6108686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 120027 members 
Entering Unmasked Estep 
Score: -6108686.500000 Penalty: 3804.497314
	Iteration 30Q: 3 clusters Score -6108686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 120047 members 
Entering Unmasked Estep 
Score: -6108704.500000 Penalty: 3804.497314
	Iteration 31Q: 3 clusters Score -6108704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 120061 members 
Entering Unmasked Estep 
Score: -6108706.000000 Penalty: 3804.497314
	Iteration 32Q: 3 clusters Score -6108706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 120072 members 
Entering Unmasked Estep 
Score: -6108712.500000 Penalty: 3804.497314
	Iteration 33Q: 3 clusters Score -6108712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 120081 members 
Entering Unmasked Estep 
Score: -6108717.500000 Penalty: 3804.497314
	Iteration 34Q: 3 clusters Score -6108718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 120091 members 
Entering Unmasked Estep 
Score: -6108714.000000 Penalty: 3804.497314
	Iteration 35Q: 3 clusters Score -6108714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 120098 members 
Entering Unmasked Estep 
Score: -6108712.500000 Penalty: 3804.497314
	Iteration 36Q: 3 clusters Score -6108712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 120103 members 
Entering Unmasked Estep 
Score: -6108716.500000 Penalty: 3804.497314
	Iteration 37Q: 3 clusters Score -6108716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 120111 members 
Entering Unmasked Estep 
Score: -6108724.500000 Penalty: 3804.497314
	Iteration 38Q: 3 clusters Score -6108724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 120124 members 
Entering Unmasked Estep 
Score: -6108724.000000 Penalty: 3804.497314
	Iteration 39Q: 3 clusters Score -6108724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 120137 members 
Entering Unmasked Estep 
Score: -6108720.500000 Penalty: 3804.497314
	Iteration 40F: 3 clusters Score -6108720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 120145 members 
Entering Unmasked Estep 
Score: -6108729.000000 Penalty: 3804.497314
	Iteration 41Q: 3 clusters Score -6108729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 120149 members 
Entering Unmasked Estep 
Score: -6108724.500000 Penalty: 3804.497314
	Iteration 42Q: 3 clusters Score -6108724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 120152 members 
Entering Unmasked Estep 
Score: -6108728.000000 Penalty: 3804.497314
	Iteration 43Q: 3 clusters Score -6108728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 120157 members 
Entering Unmasked Estep 
Score: -6108728.500000 Penalty: 3804.497314
	Iteration 44Q: 3 clusters Score -6108728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 120162 members 
Entering Unmasked Estep 
Score: -6108725.000000 Penalty: 3804.497314
	Iteration 45Q: 3 clusters Score -6108725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 120166 members 
Entering Unmasked Estep 
Score: -6108734.500000 Penalty: 3804.497314
	Iteration 46Q: 3 clusters Score -6108734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 120171 members 
Entering Unmasked Estep 
Score: -6108734.000000 Penalty: 3804.497314
	Iteration 47Q: 3 clusters Score -6108734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 120179 members 
Entering Unmasked Estep 
Score: -6108741.000000 Penalty: 3804.497314
	Iteration 48Q: 3 clusters Score -6108741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 120195 members 
Entering Unmasked Estep 
Score: -6108739.500000 Penalty: 3804.497314
	Iteration 49Q: 3 clusters Score -6108740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 120204 members 
Entering Unmasked Estep 
Score: -6108744.000000 Penalty: 3804.497314
	Iteration 50Q: 3 clusters Score -6108744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 120211 members 
Entering Unmasked Estep 
Score: -6108749.000000 Penalty: 3804.497314
	Iteration 51Q: 3 clusters Score -6108749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 120216 members 
Entering Unmasked Estep 
Score: -6108747.500000 Penalty: 3804.497314
	Iteration 52Q: 3 clusters Score -6108748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 120217 members 
Entering Unmasked Estep 
Score: -6108754.000000 Penalty: 3804.497314
	Iteration 53Q: 3 clusters Score -6108754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 120221 members 
Entering Unmasked Estep 
Score: -6108757.500000 Penalty: 3804.497314
	Iteration 54Q: 3 clusters Score -6108758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 120222 members 
Entering Unmasked Estep 
Score: -6108753.500000 Penalty: 3804.497314
	Iteration 55Q: 3 clusters Score -6108754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 120224 members 
Entering Unmasked Estep 
Score: -6108752.500000 Penalty: 3804.497314
	Iteration 56Q: 3 clusters Score -6108752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 120228 members 
Entering Unmasked Estep 
Score: -6108758.000000 Penalty: 3804.497314
	Iteration 57Q: 3 clusters Score -6108758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 120228 members 
Entering Unmasked Estep 
Score: -6108762.500000 Penalty: 3804.497314
	Iteration 58Q: 3 clusters Score -6108762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 120229 members 
Entering Unmasked Estep 
Score: -6108764.000000 Penalty: 3804.497314
	Iteration 59Q: 3 clusters Score -6108764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 120231 members 
Entering Unmasked Estep 
Score: -6108765.500000 Penalty: 3804.497314
	Iteration 60F: 3 clusters Score -6108766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 120234 members 
Entering Unmasked Estep 
Score: -6108773.000000 Penalty: 3804.497314
	Iteration 61Q: 3 clusters Score -6108773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 120239 members 
Entering Unmasked Estep 
Score: -6108774.000000 Penalty: 3804.497314
	Iteration 62Q: 3 clusters Score -6108774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 120248 members 
Entering Unmasked Estep 
Score: -6108782.500000 Penalty: 3804.497314
	Iteration 63Q: 3 clusters Score -6108782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 120250 members 
Entering Unmasked Estep 
Score: -6108781.000000 Penalty: 3804.497314
	Iteration 64Q: 3 clusters Score -6108781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 120251 members 
Entering Unmasked Estep 
Score: -6108784.000000 Penalty: 3804.497314
	Iteration 65Q: 3 clusters Score -6108784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 120251 members 
Entering Unmasked Estep 
Score: -6108784.000000 Penalty: 3804.497314
	Iteration 66F: 3 clusters Score -6108784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Entering Unmasked Estep 
Score: -234233.453125 Penalty: 1373.122437
	Iteration 0F: 2 clusters Score -234233.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -230473.750000 Penalty: 2746.244873
	Iteration 0F: 3 clusters Score -230473.8 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -231521.046875 Penalty: 2746.244873
	Iteration 1F: 3 clusters Score -231521 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -231733.234375 Penalty: 2746.244873
	Iteration 2F: 3 clusters Score -231733.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -231877.015625 Penalty: 2746.244873
	Iteration 3F: 3 clusters Score -231877 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -231978.750000 Penalty: 2746.244873
	Iteration 4Q: 3 clusters Score -231978.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -232056.187500 Penalty: 2746.244873
	Iteration 5Q: 3 clusters Score -232056.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -232122.796875 Penalty: 2746.244873
	Iteration 6Q: 3 clusters Score -232122.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -232191.203125 Penalty: 2746.244873
	Iteration 7Q: 3 clusters Score -232191.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -232269.640625 Penalty: 2746.244873
	Iteration 8Q: 3 clusters Score -232269.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -232361.062500 Penalty: 2746.244873
	Iteration 9Q: 3 clusters Score -232361.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -232460.843750 Penalty: 2746.244873
	Iteration 10Q: 3 clusters Score -232460.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -232561.484375 Penalty: 2746.244873
	Iteration 11Q: 3 clusters Score -232561.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -232658.781250 Penalty: 2746.244873
	Iteration 12Q: 3 clusters Score -232658.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -232757.312500 Penalty: 2746.244873
	Iteration 13Q: 3 clusters Score -232757.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -232850.406250 Penalty: 2746.244873
	Iteration 14Q: 3 clusters Score -232850.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -232915.953125 Penalty: 2746.244873
	Iteration 15Q: 3 clusters Score -232916 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -232976.109375 Penalty: 2746.244873
	Iteration 16Q: 3 clusters Score -232976.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -233025.343750 Penalty: 2746.244873
	Iteration 17Q: 3 clusters Score -233025.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -233072.859375 Penalty: 2746.244873
	Iteration 18Q: 3 clusters Score -233072.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -233127.796875 Penalty: 2746.244873
	Iteration 19Q: 3 clusters Score -233127.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -233174.734375 Penalty: 2746.244873
	Iteration 20F: 3 clusters Score -233174.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -233211.500000 Penalty: 2746.244873
	Iteration 21Q: 3 clusters Score -233211.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -233235.640625 Penalty: 2746.244873
	Iteration 22Q: 3 clusters Score -233235.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -233258.718750 Penalty: 2746.244873
	Iteration 23Q: 3 clusters Score -233258.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -233282.250000 Penalty: 2746.244873
	Iteration 24Q: 3 clusters Score -233282.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -233290.312500 Penalty: 2746.244873
	Iteration 25Q: 3 clusters Score -233290.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -233294.984375 Penalty: 2746.244873
	Iteration 26Q: 3 clusters Score -233295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -233298.765625 Penalty: 2746.244873
	Iteration 27Q: 3 clusters Score -233298.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -233299.328125 Penalty: 2746.244873
	Iteration 28Q: 3 clusters Score -233299.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -233301.093750 Penalty: 2746.244873
	Iteration 29Q: 3 clusters Score -233301.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -233303.796875 Penalty: 2746.244873
	Iteration 30Q: 3 clusters Score -233303.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -233303.937500 Penalty: 2746.244873
	Iteration 31Q: 3 clusters Score -233303.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -233304.156250 Penalty: 2746.244873
	Iteration 32Q: 3 clusters Score -233304.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -233304.718750 Penalty: 2746.244873
	Iteration 33Q: 3 clusters Score -233304.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -233305.046875 Penalty: 2746.244873
	Iteration 34Q: 3 clusters Score -233305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -233305.671875 Penalty: 2746.244873
	Iteration 35Q: 3 clusters Score -233305.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -233306.421875 Penalty: 2746.244873
	Iteration 36Q: 3 clusters Score -233306.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -233307.171875 Penalty: 2746.244873
	Iteration 37Q: 3 clusters Score -233307.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -233307.171875 Penalty: 2746.244873
	Iteration 38F: 3 clusters Score -233307.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Entering Unmasked Estep 
Score: -101444.210938 Penalty: 1231.365479
	Iteration 0F: 2 clusters Score -101444.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -99390.765625 Penalty: 2462.730957
	Iteration 0F: 3 clusters Score -99390.77 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -99829.679688 Penalty: 2462.730957
	Iteration 1F: 3 clusters Score -99829.68 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -99927.992188 Penalty: 2462.730957
	Iteration 2F: 3 clusters Score -99927.99 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -99980.773438 Penalty: 2462.730957
	Iteration 3Q: 3 clusters Score -99980.77 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -100011.718750 Penalty: 2462.730957
	Iteration 4Q: 3 clusters Score -100011.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -100030.382812 Penalty: 2462.730957
	Iteration 5Q: 3 clusters Score -100030.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -100040.773438 Penalty: 2462.730957
	Iteration 6Q: 3 clusters Score -100040.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -100048.179688 Penalty: 2462.730957
	Iteration 7Q: 3 clusters Score -100048.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -100056.625000 Penalty: 2462.730957
	Iteration 8Q: 3 clusters Score -100056.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -100063.914062 Penalty: 2462.730957
	Iteration 9Q: 3 clusters Score -100063.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -100068.750000 Penalty: 2462.730957
	Iteration 10Q: 3 clusters Score -100068.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -100071.234375 Penalty: 2462.730957
	Iteration 11Q: 3 clusters Score -100071.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -100073.796875 Penalty: 2462.730957
	Iteration 12Q: 3 clusters Score -100073.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -100076.695312 Penalty: 2462.730957
	Iteration 13Q: 3 clusters Score -100076.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -100080.210938 Penalty: 2462.730957
	Iteration 14Q: 3 clusters Score -100080.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -100083.570312 Penalty: 2462.730957
	Iteration 15Q: 3 clusters Score -100083.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -100086.476562 Penalty: 2462.730957
	Iteration 16Q: 3 clusters Score -100086.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -100089.351562 Penalty: 2462.730957
	Iteration 17Q: 3 clusters Score -100089.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -100091.929688 Penalty: 2462.730957
	Iteration 18Q: 3 clusters Score -100091.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -100095.820312 Penalty: 2462.730957
	Iteration 19Q: 3 clusters Score -100095.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -100097.750000 Penalty: 2462.730957
	Iteration 20F: 3 clusters Score -100097.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -100099.101562 Penalty: 2462.730957
	Iteration 21Q: 3 clusters Score -100099.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -100100.750000 Penalty: 2462.730957
	Iteration 22Q: 3 clusters Score -100100.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -100103.617188 Penalty: 2462.730957
	Iteration 23Q: 3 clusters Score -100103.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -100108.062500 Penalty: 2462.730957
	Iteration 24Q: 3 clusters Score -100108.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -100113.453125 Penalty: 2462.730957
	Iteration 25Q: 3 clusters Score -100113.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -100117.593750 Penalty: 2462.730957
	Iteration 26Q: 3 clusters Score -100117.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -100119.046875 Penalty: 2462.730957
	Iteration 27Q: 3 clusters Score -100119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -100120.140625 Penalty: 2462.730957
	Iteration 28Q: 3 clusters Score -100120.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -100120.390625 Penalty: 2462.730957
	Iteration 29Q: 3 clusters Score -100120.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -100120.390625 Penalty: 2462.730957
	Iteration 30F: 3 clusters Score -100120.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Entering Unmasked Estep 
Score: -276885.750000 Penalty: 1392.497559
	Iteration 0F: 2 clusters Score -276885.8 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 2640 members 
Entering Unmasked Estep 
Score: -272705.187500 Penalty: 2784.995117
	Iteration 0F: 3 clusters Score -272705.2 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -273835.718750 Penalty: 2784.995117
	Iteration 1F: 3 clusters Score -273835.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -274016.125000 Penalty: 2784.995117
	Iteration 2F: 3 clusters Score -274016.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -274178.406250 Penalty: 2784.995117
	Iteration 3F: 3 clusters Score -274178.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -274317.937500 Penalty: 2784.995117
	Iteration 4F: 3 clusters Score -274317.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -274433.875000 Penalty: 2784.995117
	Iteration 5Q: 3 clusters Score -274433.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -274549.375000 Penalty: 2784.995117
	Iteration 6Q: 3 clusters Score -274549.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -274678.062500 Penalty: 2784.995117
	Iteration 7Q: 3 clusters Score -274678.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -274820.593750 Penalty: 2784.995117
	Iteration 8Q: 3 clusters Score -274820.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -274970.125000 Penalty: 2784.995117
	Iteration 9Q: 3 clusters Score -274970.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -275118.968750 Penalty: 2784.995117
	Iteration 10Q: 3 clusters Score -275119 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -275273.125000 Penalty: 2784.995117
	Iteration 11Q: 3 clusters Score -275273.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -275384.281250 Penalty: 2784.995117
	Iteration 12Q: 3 clusters Score -275384.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -275472.468750 Penalty: 2784.995117
	Iteration 13Q: 3 clusters Score -275472.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -275532.781250 Penalty: 2784.995117
	Iteration 14Q: 3 clusters Score -275532.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -275563.937500 Penalty: 2784.995117
	Iteration 15Q: 3 clusters Score -275563.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -275575.593750 Penalty: 2784.995117
	Iteration 16Q: 3 clusters Score -275575.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -275583.312500 Penalty: 2784.995117
	Iteration 17Q: 3 clusters Score -275583.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -275589.343750 Penalty: 2784.995117
	Iteration 18Q: 3 clusters Score -275589.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -275594.750000 Penalty: 2784.995117
	Iteration 19Q: 3 clusters Score -275594.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -275601.250000 Penalty: 2784.995117
	Iteration 20F: 3 clusters Score -275601.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -275607.437500 Penalty: 2784.995117
	Iteration 21Q: 3 clusters Score -275607.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -275611.437500 Penalty: 2784.995117
	Iteration 22Q: 3 clusters Score -275611.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -275612.687500 Penalty: 2784.995117
	Iteration 23Q: 3 clusters Score -275612.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -275613.875000 Penalty: 2784.995117
	Iteration 24Q: 3 clusters Score -275613.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -275616.250000 Penalty: 2784.995117
	Iteration 25Q: 3 clusters Score -275616.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -275619.156250 Penalty: 2784.995117
	Iteration 26Q: 3 clusters Score -275619.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -275622.406250 Penalty: 2784.995117
	Iteration 27Q: 3 clusters Score -275622.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -275624.687500 Penalty: 2784.995117
	Iteration 28Q: 3 clusters Score -275624.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -275627.468750 Penalty: 2784.995117
	Iteration 29Q: 3 clusters Score -275627.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -275629.312500 Penalty: 2784.995117
	Iteration 30Q: 3 clusters Score -275629.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -275631.156250 Penalty: 2784.995117
	Iteration 31Q: 3 clusters Score -275631.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -275631.875000 Penalty: 2784.995117
	Iteration 32Q: 3 clusters Score -275631.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -275632.562500 Penalty: 2784.995117
	Iteration 33Q: 3 clusters Score -275632.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -275633.343750 Penalty: 2784.995117
	Iteration 34Q: 3 clusters Score -275633.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -275633.031250 Penalty: 2784.995117
	Iteration 35Q: 3 clusters Score -275633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -275633.218750 Penalty: 2784.995117
	Iteration 36Q: 3 clusters Score -275633.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -275633.218750 Penalty: 2784.995117
	Iteration 37F: 3 clusters Score -275633.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Entering Unmasked Estep 
Score: -1646547.875000 Penalty: 1680.176270
	Iteration 0F: 2 clusters Score -1646548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -1625669.625000 Penalty: 3360.352539
	Iteration 0F: 3 clusters Score -1625670 nChanged 14416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -1634108.750000 Penalty: 3360.352539
	Iteration 1F: 3 clusters Score -1634109 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -1635299.625000 Penalty: 3360.352539
	Iteration 2F: 3 clusters Score -1635300 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -1637078.875000 Penalty: 3360.352539
	Iteration 3F: 3 clusters Score -1637079 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -1639451.250000 Penalty: 3360.352539
	Iteration 4F: 3 clusters Score -1639451 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -1642227.250000 Penalty: 3360.352539
	Iteration 5F: 3 clusters Score -1642227 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -1644664.250000 Penalty: 3360.352539
	Iteration 6F: 3 clusters Score -1644664 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -1645684.875000 Penalty: 3360.352539
	Iteration 7Q: 3 clusters Score -1645685 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -1645912.250000 Penalty: 3360.352539
	Iteration 8Q: 3 clusters Score -1645912 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -1645988.125000 Penalty: 3360.352539
	Iteration 9Q: 3 clusters Score -1645988 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -1646035.000000 Penalty: 3360.352539
	Iteration 10Q: 3 clusters Score -1646035 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -1646056.750000 Penalty: 3360.352539
	Iteration 11Q: 3 clusters Score -1646057 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -1646074.250000 Penalty: 3360.352539
	Iteration 12Q: 3 clusters Score -1646074 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -1646082.875000 Penalty: 3360.352539
	Iteration 13Q: 3 clusters Score -1646083 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -1646098.875000 Penalty: 3360.352539
	Iteration 14Q: 3 clusters Score -1646099 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -1646103.000000 Penalty: 3360.352539
	Iteration 15Q: 3 clusters Score -1646103 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -1646101.250000 Penalty: 3360.352539
	Iteration 16Q: 3 clusters Score -1646101 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -1646110.125000 Penalty: 3360.352539
	Iteration 17Q: 3 clusters Score -1646110 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -1646113.750000 Penalty: 3360.352539
	Iteration 18Q: 3 clusters Score -1646114 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -1646123.875000 Penalty: 3360.352539
	Iteration 19Q: 3 clusters Score -1646124 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -1646128.375000 Penalty: 3360.352539
	Iteration 20F: 3 clusters Score -1646128 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -1646134.875000 Penalty: 3360.352539
	Iteration 21Q: 3 clusters Score -1646135 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -1646137.000000 Penalty: 3360.352539
	Iteration 22Q: 3 clusters Score -1646137 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -1646142.125000 Penalty: 3360.352539
	Iteration 23Q: 3 clusters Score -1646142 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -1646146.750000 Penalty: 3360.352539
	Iteration 24Q: 3 clusters Score -1646147 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -1646163.375000 Penalty: 3360.352539
	Iteration 25Q: 3 clusters Score -1646163 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -1646167.250000 Penalty: 3360.352539
	Iteration 26Q: 3 clusters Score -1646167 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -1646170.500000 Penalty: 3360.352539
	Iteration 27Q: 3 clusters Score -1646170 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -1646176.000000 Penalty: 3360.352539
	Iteration 28Q: 3 clusters Score -1646176 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -1646175.625000 Penalty: 3360.352539
	Iteration 29Q: 3 clusters Score -1646176 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -1646183.125000 Penalty: 3360.352539
	Iteration 30Q: 3 clusters Score -1646183 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -1646192.000000 Penalty: 3360.352539
	Iteration 31Q: 3 clusters Score -1646192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -1646183.250000 Penalty: 3360.352539
	Iteration 32Q: 3 clusters Score -1646183 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -1646184.750000 Penalty: 3360.352539
	Iteration 33Q: 3 clusters Score -1646185 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -1646189.125000 Penalty: 3360.352539
	Iteration 34Q: 3 clusters Score -1646189 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -1646198.375000 Penalty: 3360.352539
	Iteration 35Q: 3 clusters Score -1646198 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -1646196.125000 Penalty: 3360.352539
	Iteration 36Q: 3 clusters Score -1646196 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -1646199.375000 Penalty: 3360.352539
	Iteration 37Q: 3 clusters Score -1646199 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -1646200.375000 Penalty: 3360.352539
	Iteration 38Q: 3 clusters Score -1646200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -1646200.625000 Penalty: 3360.352539
	Iteration 39Q: 3 clusters Score -1646201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -1646204.375000 Penalty: 3360.352539
	Iteration 40F: 3 clusters Score -1646204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -1646205.000000 Penalty: 3360.352539
	Iteration 41Q: 3 clusters Score -1646205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -1646207.750000 Penalty: 3360.352539
	Iteration 42Q: 3 clusters Score -1646208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -1646207.625000 Penalty: 3360.352539
	Iteration 43Q: 3 clusters Score -1646208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -1646210.500000 Penalty: 3360.352539
	Iteration 44Q: 3 clusters Score -1646210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -1646206.500000 Penalty: 3360.352539
	Iteration 45Q: 3 clusters Score -1646206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -1646205.875000 Penalty: 3360.352539
	Iteration 46Q: 3 clusters Score -1646206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -1646207.500000 Penalty: 3360.352539
	Iteration 47Q: 3 clusters Score -1646208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -1646209.125000 Penalty: 3360.352539
	Iteration 48Q: 3 clusters Score -1646209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -1646209.125000 Penalty: 3360.352539
	Iteration 49Q: 3 clusters Score -1646209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -1646212.375000 Penalty: 3360.352539
	Iteration 50Q: 3 clusters Score -1646212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -1646210.750000 Penalty: 3360.352539
	Iteration 51Q: 3 clusters Score -1646211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -1646212.500000 Penalty: 3360.352539
	Iteration 52Q: 3 clusters Score -1646212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -1646211.125000 Penalty: 3360.352539
	Iteration 53Q: 3 clusters Score -1646211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -1646211.375000 Penalty: 3360.352539
	Iteration 54Q: 3 clusters Score -1646211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -1646212.625000 Penalty: 3360.352539
	Iteration 55Q: 3 clusters Score -1646213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -1646214.000000 Penalty: 3360.352539
	Iteration 56Q: 3 clusters Score -1646214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -1646216.500000 Penalty: 3360.352539
	Iteration 57Q: 3 clusters Score -1646216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -1646216.625000 Penalty: 3360.352539
	Iteration 58Q: 3 clusters Score -1646217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -1646219.375000 Penalty: 3360.352539
	Iteration 59Q: 3 clusters Score -1646219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -1646217.125000 Penalty: 3360.352539
	Iteration 60F: 3 clusters Score -1646217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -1646220.000000 Penalty: 3360.352539
	Iteration 61Q: 3 clusters Score -1646220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -1646220.000000 Penalty: 3360.352539
	Iteration 62Q: 3 clusters Score -1646220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -1646218.750000 Penalty: 3360.352539
	Iteration 63Q: 3 clusters Score -1646219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -1646218.375000 Penalty: 3360.352539
	Iteration 64Q: 3 clusters Score -1646218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -1646217.750000 Penalty: 3360.352539
	Iteration 65Q: 3 clusters Score -1646218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -1646219.500000 Penalty: 3360.352539
	Iteration 66Q: 3 clusters Score -1646220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -1646219.625000 Penalty: 3360.352539
	Iteration 67Q: 3 clusters Score -1646220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -1646219.750000 Penalty: 3360.352539
	Iteration 68Q: 3 clusters Score -1646220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -1646219.875000 Penalty: 3360.352539
	Iteration 69Q: 3 clusters Score -1646220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -1646225.875000 Penalty: 3360.352539
	Iteration 70Q: 3 clusters Score -1646226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -1646220.250000 Penalty: 3360.352539
	Iteration 71Q: 3 clusters Score -1646220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -1646224.000000 Penalty: 3360.352539
	Iteration 72Q: 3 clusters Score -1646224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -1646221.125000 Penalty: 3360.352539
	Iteration 73Q: 3 clusters Score -1646221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -1646224.250000 Penalty: 3360.352539
	Iteration 74Q: 3 clusters Score -1646224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -1646225.375000 Penalty: 3360.352539
	Iteration 75Q: 3 clusters Score -1646225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -1646221.750000 Penalty: 3360.352539
	Iteration 76Q: 3 clusters Score -1646222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -1646227.875000 Penalty: 3360.352539
	Iteration 77Q: 3 clusters Score -1646228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -1646231.125000 Penalty: 3360.352539
	Iteration 78Q: 3 clusters Score -1646231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -1646225.750000 Penalty: 3360.352539
	Iteration 79Q: 3 clusters Score -1646226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -1646235.125000 Penalty: 3360.352539
	Iteration 80F: 3 clusters Score -1646235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -1646236.625000 Penalty: 3360.352539
	Iteration 81Q: 3 clusters Score -1646237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -1646237.500000 Penalty: 3360.352539
	Iteration 82Q: 3 clusters Score -1646238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -1646238.125000 Penalty: 3360.352539
	Iteration 83Q: 3 clusters Score -1646238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -1646237.250000 Penalty: 3360.352539
	Iteration 84Q: 3 clusters Score -1646237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -1646237.750000 Penalty: 3360.352539
	Iteration 85Q: 3 clusters Score -1646238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -1646236.625000 Penalty: 3360.352539
	Iteration 86Q: 3 clusters Score -1646237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -1646240.000000 Penalty: 3360.352539
	Iteration 87Q: 3 clusters Score -1646240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -1646245.250000 Penalty: 3360.352539
	Iteration 88Q: 3 clusters Score -1646245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -1646238.250000 Penalty: 3360.352539
	Iteration 89Q: 3 clusters Score -1646238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -1646240.375000 Penalty: 3360.352539
	Iteration 90Q: 3 clusters Score -1646240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -1646242.125000 Penalty: 3360.352539
	Iteration 91Q: 3 clusters Score -1646242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -1646246.625000 Penalty: 3360.352539
	Iteration 92Q: 3 clusters Score -1646247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -1646245.000000 Penalty: 3360.352539
	Iteration 93Q: 3 clusters Score -1646245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -1646242.875000 Penalty: 3360.352539
	Iteration 94Q: 3 clusters Score -1646243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -1646243.375000 Penalty: 3360.352539
	Iteration 95Q: 3 clusters Score -1646243 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -1646244.000000 Penalty: 3360.352539
	Iteration 96Q: 3 clusters Score -1646244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -1646245.750000 Penalty: 3360.352539
	Iteration 97Q: 3 clusters Score -1646246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -1646247.250000 Penalty: 3360.352539
	Iteration 98Q: 3 clusters Score -1646247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -1646246.875000 Penalty: 3360.352539
	Iteration 99Q: 3 clusters Score -1646247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -1646256.000000 Penalty: 3360.352539
	Iteration 100F: 3 clusters Score -1646256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -1646250.125000 Penalty: 3360.352539
	Iteration 101Q: 3 clusters Score -1646250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -1646256.375000 Penalty: 3360.352539
	Iteration 102Q: 3 clusters Score -1646256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -1646255.000000 Penalty: 3360.352539
	Iteration 103Q: 3 clusters Score -1646255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -1646257.875000 Penalty: 3360.352539
	Iteration 104Q: 3 clusters Score -1646258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -1646258.500000 Penalty: 3360.352539
	Iteration 105Q: 3 clusters Score -1646258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -1646258.375000 Penalty: 3360.352539
	Iteration 106Q: 3 clusters Score -1646258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -1646258.000000 Penalty: 3360.352539
	Iteration 107Q: 3 clusters Score -1646258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -1646259.750000 Penalty: 3360.352539
	Iteration 108Q: 3 clusters Score -1646260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -1646256.500000 Penalty: 3360.352539
	Iteration 109Q: 3 clusters Score -1646256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -1646255.750000 Penalty: 3360.352539
	Iteration 110Q: 3 clusters Score -1646256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -1646257.625000 Penalty: 3360.352539
	Iteration 111Q: 3 clusters Score -1646258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -1646257.000000 Penalty: 3360.352539
	Iteration 112Q: 3 clusters Score -1646257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -1646256.875000 Penalty: 3360.352539
	Iteration 113Q: 3 clusters Score -1646257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -1646255.500000 Penalty: 3360.352539
	Iteration 114Q: 3 clusters Score -1646256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -1646255.875000 Penalty: 3360.352539
	Iteration 115Q: 3 clusters Score -1646256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -1646255.875000 Penalty: 3360.352539
	Iteration 116F: 3 clusters Score -1646256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (46318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46318 members 
Entering Unmasked Estep 
Score: -2395495.750000 Penalty: 1745.783936
	Iteration 0F: 2 clusters Score -2395496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -2364523.500000 Penalty: 3491.567871
	Iteration 0F: 3 clusters Score -2364524 nChanged 21704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -2376477.000000 Penalty: 3491.567871
	Iteration 1F: 3 clusters Score -2376477 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -2376990.000000 Penalty: 3491.567871
	Iteration 2Q: 3 clusters Score -2376990 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -2377552.500000 Penalty: 3491.567871
	Iteration 3Q: 3 clusters Score -2377552 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -2378206.250000 Penalty: 3491.567871
	Iteration 4Q: 3 clusters Score -2378206 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -2378970.250000 Penalty: 3491.567871
	Iteration 5Q: 3 clusters Score -2378970 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -2379928.750000 Penalty: 3491.567871
	Iteration 6Q: 3 clusters Score -2379929 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -2381115.500000 Penalty: 3491.567871
	Iteration 7Q: 3 clusters Score -2381116 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -2382492.750000 Penalty: 3491.567871
	Iteration 8F: 3 clusters Score -2382493 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -2383953.750000 Penalty: 3491.567871
	Iteration 9F: 3 clusters Score -2383954 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -2385475.250000 Penalty: 3491.567871
	Iteration 10F: 3 clusters Score -2385475 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -2386930.250000 Penalty: 3491.567871
	Iteration 11Q: 3 clusters Score -2386930 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -2388207.000000 Penalty: 3491.567871
	Iteration 12Q: 3 clusters Score -2388207 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 39297 members 
Entering Unmasked Estep 
Score: -2389311.750000 Penalty: 3491.567871
	Iteration 13Q: 3 clusters Score -2389312 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -2390294.250000 Penalty: 3491.567871
	Iteration 14Q: 3 clusters Score -2390294 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -2391209.500000 Penalty: 3491.567871
	Iteration 15Q: 3 clusters Score -2391210 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -2391973.500000 Penalty: 3491.567871
	Iteration 16Q: 3 clusters Score -2391974 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 44228 members 
Entering Unmasked Estep 
Score: -2392588.250000 Penalty: 3491.567871
	Iteration 17Q: 3 clusters Score -2392588 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 44939 members 
Entering Unmasked Estep 
Score: -2393084.250000 Penalty: 3491.567871
	Iteration 18Q: 3 clusters Score -2393084 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -2393442.250000 Penalty: 3491.567871
	Iteration 19Q: 3 clusters Score -2393442 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 45682 members 
Entering Unmasked Estep 
Score: -2393653.000000 Penalty: 3491.567871
	Iteration 20F: 3 clusters Score -2393653 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 45849 members 
Entering Unmasked Estep 
Score: -2393794.000000 Penalty: 3491.567871
	Iteration 21Q: 3 clusters Score -2393794 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -2393873.250000 Penalty: 3491.567871
	Iteration 22Q: 3 clusters Score -2393873 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 45973 members 
Entering Unmasked Estep 
Score: -2393908.500000 Penalty: 3491.567871
	Iteration 23Q: 3 clusters Score -2393908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 45996 members 
Entering Unmasked Estep 
Score: -2393930.250000 Penalty: 3491.567871
	Iteration 24Q: 3 clusters Score -2393930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 46010 members 
Entering Unmasked Estep 
Score: -2393945.750000 Penalty: 3491.567871
	Iteration 25Q: 3 clusters Score -2393946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 46019 members 
Entering Unmasked Estep 
Score: -2393956.500000 Penalty: 3491.567871
	Iteration 26Q: 3 clusters Score -2393956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -2393964.500000 Penalty: 3491.567871
	Iteration 27Q: 3 clusters Score -2393964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -2393970.250000 Penalty: 3491.567871
	Iteration 28Q: 3 clusters Score -2393970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -2393976.000000 Penalty: 3491.567871
	Iteration 29Q: 3 clusters Score -2393976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -2393981.250000 Penalty: 3491.567871
	Iteration 30Q: 3 clusters Score -2393981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -2393990.000000 Penalty: 3491.567871
	Iteration 31Q: 3 clusters Score -2393990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 46051 members 
Entering Unmasked Estep 
Score: -2393996.000000 Penalty: 3491.567871
	Iteration 32Q: 3 clusters Score -2393996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -2394002.500000 Penalty: 3491.567871
	Iteration 33Q: 3 clusters Score -2394002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -2394007.250000 Penalty: 3491.567871
	Iteration 34Q: 3 clusters Score -2394007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 46058 members 
Entering Unmasked Estep 
Score: -2394007.250000 Penalty: 3491.567871
	Iteration 35Q: 3 clusters Score -2394007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -2394011.500000 Penalty: 3491.567871
	Iteration 36Q: 3 clusters Score -2394012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -2394011.500000 Penalty: 3491.567871
	Iteration 37F: 3 clusters Score -2394012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Entering Unmasked Estep 
Score: -194583.875000 Penalty: 1356.097900
	Iteration 0F: 2 clusters Score -194583.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -191115.250000 Penalty: 2712.195801
	Iteration 0F: 3 clusters Score -191115.2 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -192124.093750 Penalty: 2712.195801
	Iteration 1F: 3 clusters Score -192124.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -192320.593750 Penalty: 2712.195801
	Iteration 2F: 3 clusters Score -192320.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -192461.515625 Penalty: 2712.195801
	Iteration 3F: 3 clusters Score -192461.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -192582.578125 Penalty: 2712.195801
	Iteration 4Q: 3 clusters Score -192582.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -192673.281250 Penalty: 2712.195801
	Iteration 5Q: 3 clusters Score -192673.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -192758.703125 Penalty: 2712.195801
	Iteration 6Q: 3 clusters Score -192758.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -192853.375000 Penalty: 2712.195801
	Iteration 7Q: 3 clusters Score -192853.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -192948.312500 Penalty: 2712.195801
	Iteration 8Q: 3 clusters Score -192948.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -193048.375000 Penalty: 2712.195801
	Iteration 9Q: 3 clusters Score -193048.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -193144.218750 Penalty: 2712.195801
	Iteration 10Q: 3 clusters Score -193144.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -193221.750000 Penalty: 2712.195801
	Iteration 11Q: 3 clusters Score -193221.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -193309.734375 Penalty: 2712.195801
	Iteration 12Q: 3 clusters Score -193309.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -193378.781250 Penalty: 2712.195801
	Iteration 13Q: 3 clusters Score -193378.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -193429.593750 Penalty: 2712.195801
	Iteration 14Q: 3 clusters Score -193429.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -193472.000000 Penalty: 2712.195801
	Iteration 15Q: 3 clusters Score -193472 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -193499.203125 Penalty: 2712.195801
	Iteration 16Q: 3 clusters Score -193499.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -193515.281250 Penalty: 2712.195801
	Iteration 17Q: 3 clusters Score -193515.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -193527.578125 Penalty: 2712.195801
	Iteration 18Q: 3 clusters Score -193527.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -193533.609375 Penalty: 2712.195801
	Iteration 19Q: 3 clusters Score -193533.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -193536.031250 Penalty: 2712.195801
	Iteration 20F: 3 clusters Score -193536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -193538.734375 Penalty: 2712.195801
	Iteration 21Q: 3 clusters Score -193538.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -193542.218750 Penalty: 2712.195801
	Iteration 22Q: 3 clusters Score -193542.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -193545.171875 Penalty: 2712.195801
	Iteration 23Q: 3 clusters Score -193545.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -193547.265625 Penalty: 2712.195801
	Iteration 24Q: 3 clusters Score -193547.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -193550.671875 Penalty: 2712.195801
	Iteration 25Q: 3 clusters Score -193550.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -193553.312500 Penalty: 2712.195801
	Iteration 26Q: 3 clusters Score -193553.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -193556.953125 Penalty: 2712.195801
	Iteration 27Q: 3 clusters Score -193557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -193560.625000 Penalty: 2712.195801
	Iteration 28Q: 3 clusters Score -193560.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -193562.968750 Penalty: 2712.195801
	Iteration 29Q: 3 clusters Score -193563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -193563.093750 Penalty: 2712.195801
	Iteration 30Q: 3 clusters Score -193563.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -193563.625000 Penalty: 2712.195801
	Iteration 31Q: 3 clusters Score -193563.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -193569.375000 Penalty: 2712.195801
	Iteration 32Q: 3 clusters Score -193569.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -193575.187500 Penalty: 2712.195801
	Iteration 33Q: 3 clusters Score -193575.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -193584.734375 Penalty: 2712.195801
	Iteration 34Q: 3 clusters Score -193584.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -193588.296875 Penalty: 2712.195801
	Iteration 35Q: 3 clusters Score -193588.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -193588.953125 Penalty: 2712.195801
	Iteration 36Q: 3 clusters Score -193589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -193590.296875 Penalty: 2712.195801
	Iteration 37Q: 3 clusters Score -193590.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -193590.296875 Penalty: 2712.195801
	Iteration 38F: 3 clusters Score -193590.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -330563.843750 Penalty: 1416.889038
	Iteration 0F: 2 clusters Score -330563.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -325896.000000 Penalty: 2833.778076
	Iteration 0F: 3 clusters Score -325896 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -327277.593750 Penalty: 2833.778076
	Iteration 1F: 3 clusters Score -327277.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -327540.531250 Penalty: 2833.778076
	Iteration 2F: 3 clusters Score -327540.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -327789.062500 Penalty: 2833.778076
	Iteration 3F: 3 clusters Score -327789.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -328046.562500 Penalty: 2833.778076
	Iteration 4F: 3 clusters Score -328046.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -328312.031250 Penalty: 2833.778076
	Iteration 5F: 3 clusters Score -328312 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -328557.312500 Penalty: 2833.778076
	Iteration 6F: 3 clusters Score -328557.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -328752.906250 Penalty: 2833.778076
	Iteration 7Q: 3 clusters Score -328752.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -328891.218750 Penalty: 2833.778076
	Iteration 8Q: 3 clusters Score -328891.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -328985.343750 Penalty: 2833.778076
	Iteration 9Q: 3 clusters Score -328985.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -329047.718750 Penalty: 2833.778076
	Iteration 10Q: 3 clusters Score -329047.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -329103.250000 Penalty: 2833.778076
	Iteration 11Q: 3 clusters Score -329103.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -329142.375000 Penalty: 2833.778076
	Iteration 12Q: 3 clusters Score -329142.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -329195.468750 Penalty: 2833.778076
	Iteration 13Q: 3 clusters Score -329195.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -329256.937500 Penalty: 2833.778076
	Iteration 14Q: 3 clusters Score -329256.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -329321.718750 Penalty: 2833.778076
	Iteration 15Q: 3 clusters Score -329321.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -329383.312500 Penalty: 2833.778076
	Iteration 16Q: 3 clusters Score -329383.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -329421.531250 Penalty: 2833.778076
	Iteration 17Q: 3 clusters Score -329421.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -329441.500000 Penalty: 2833.778076
	Iteration 18Q: 3 clusters Score -329441.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -329457.031250 Penalty: 2833.778076
	Iteration 19Q: 3 clusters Score -329457 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -329468.156250 Penalty: 2833.778076
	Iteration 20F: 3 clusters Score -329468.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -329478.093750 Penalty: 2833.778076
	Iteration 21Q: 3 clusters Score -329478.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -329484.718750 Penalty: 2833.778076
	Iteration 22Q: 3 clusters Score -329484.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -329490.281250 Penalty: 2833.778076
	Iteration 23Q: 3 clusters Score -329490.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -329495.437500 Penalty: 2833.778076
	Iteration 24Q: 3 clusters Score -329495.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -329498.937500 Penalty: 2833.778076
	Iteration 25Q: 3 clusters Score -329498.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -329500.843750 Penalty: 2833.778076
	Iteration 26Q: 3 clusters Score -329500.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -329500.937500 Penalty: 2833.778076
	Iteration 27Q: 3 clusters Score -329500.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -329500.937500 Penalty: 2833.778076
	Iteration 28F: 3 clusters Score -329500.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Entering Unmasked Estep 
Score: -112645.101562 Penalty: 1257.007935
	Iteration 0F: 2 clusters Score -112645.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -110394.085938 Penalty: 2514.015869
	Iteration 0F: 3 clusters Score -110394.1 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -110900.507812 Penalty: 2514.015869
	Iteration 1F: 3 clusters Score -110900.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -111045.390625 Penalty: 2514.015869
	Iteration 2F: 3 clusters Score -111045.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -111138.312500 Penalty: 2514.015869
	Iteration 3F: 3 clusters Score -111138.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -111203.515625 Penalty: 2514.015869
	Iteration 4Q: 3 clusters Score -111203.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -111253.593750 Penalty: 2514.015869
	Iteration 5Q: 3 clusters Score -111253.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -111297.539062 Penalty: 2514.015869
	Iteration 6Q: 3 clusters Score -111297.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -111341.578125 Penalty: 2514.015869
	Iteration 7Q: 3 clusters Score -111341.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -111370.554688 Penalty: 2514.015869
	Iteration 8Q: 3 clusters Score -111370.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -111390.476562 Penalty: 2514.015869
	Iteration 9Q: 3 clusters Score -111390.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -111399.828125 Penalty: 2514.015869
	Iteration 10Q: 3 clusters Score -111399.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -111408.500000 Penalty: 2514.015869
	Iteration 11Q: 3 clusters Score -111408.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -111422.257812 Penalty: 2514.015869
	Iteration 12Q: 3 clusters Score -111422.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -111441.398438 Penalty: 2514.015869
	Iteration 13Q: 3 clusters Score -111441.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -111455.859375 Penalty: 2514.015869
	Iteration 14Q: 3 clusters Score -111455.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -111471.796875 Penalty: 2514.015869
	Iteration 15Q: 3 clusters Score -111471.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -111486.281250 Penalty: 2514.015869
	Iteration 16Q: 3 clusters Score -111486.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -111501.695312 Penalty: 2514.015869
	Iteration 17Q: 3 clusters Score -111501.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -111512.554688 Penalty: 2514.015869
	Iteration 18Q: 3 clusters Score -111512.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -111519.960938 Penalty: 2514.015869
	Iteration 19Q: 3 clusters Score -111520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -111526.773438 Penalty: 2514.015869
	Iteration 20F: 3 clusters Score -111526.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -111530.500000 Penalty: 2514.015869
	Iteration 21Q: 3 clusters Score -111530.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -111535.164062 Penalty: 2514.015869
	Iteration 22Q: 3 clusters Score -111535.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -111539.507812 Penalty: 2514.015869
	Iteration 23Q: 3 clusters Score -111539.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -111544.281250 Penalty: 2514.015869
	Iteration 24Q: 3 clusters Score -111544.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -111551.789062 Penalty: 2514.015869
	Iteration 25Q: 3 clusters Score -111551.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -111560.914062 Penalty: 2514.015869
	Iteration 26Q: 3 clusters Score -111560.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -111571.210938 Penalty: 2514.015869
	Iteration 27Q: 3 clusters Score -111571.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -111580.843750 Penalty: 2514.015869
	Iteration 28Q: 3 clusters Score -111580.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -111586.750000 Penalty: 2514.015869
	Iteration 29Q: 3 clusters Score -111586.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -111594.195312 Penalty: 2514.015869
	Iteration 30Q: 3 clusters Score -111594.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -111596.726562 Penalty: 2514.015869
	Iteration 31Q: 3 clusters Score -111596.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -111597.070312 Penalty: 2514.015869
	Iteration 32Q: 3 clusters Score -111597.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -111597.914062 Penalty: 2514.015869
	Iteration 33Q: 3 clusters Score -111597.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -111598.179688 Penalty: 2514.015869
	Iteration 34Q: 3 clusters Score -111598.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -111599.328125 Penalty: 2514.015869
	Iteration 35Q: 3 clusters Score -111599.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -111601.039062 Penalty: 2514.015869
	Iteration 36Q: 3 clusters Score -111601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -111603.570312 Penalty: 2514.015869
	Iteration 37Q: 3 clusters Score -111603.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -111606.640625 Penalty: 2514.015869
	Iteration 38Q: 3 clusters Score -111606.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -111607.375000 Penalty: 2514.015869
	Iteration 39Q: 3 clusters Score -111607.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -111608.164062 Penalty: 2514.015869
	Iteration 40F: 3 clusters Score -111608.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -111608.476562 Penalty: 2514.015869
	Iteration 41Q: 3 clusters Score -111608.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -111609.640625 Penalty: 2514.015869
	Iteration 42Q: 3 clusters Score -111609.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -111611.062500 Penalty: 2514.015869
	Iteration 43Q: 3 clusters Score -111611.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -111611.914062 Penalty: 2514.015869
	Iteration 44Q: 3 clusters Score -111611.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -111613.054688 Penalty: 2514.015869
	Iteration 45Q: 3 clusters Score -111613.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -111614.312500 Penalty: 2514.015869
	Iteration 46Q: 3 clusters Score -111614.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -111615.960938 Penalty: 2514.015869
	Iteration 47Q: 3 clusters Score -111616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -111616.593750 Penalty: 2514.015869
	Iteration 48Q: 3 clusters Score -111616.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -111617.234375 Penalty: 2514.015869
	Iteration 49Q: 3 clusters Score -111617.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -111617.382812 Penalty: 2514.015869
	Iteration 50Q: 3 clusters Score -111617.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -111619.242188 Penalty: 2514.015869
	Iteration 51Q: 3 clusters Score -111619.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -111621.203125 Penalty: 2514.015869
	Iteration 52Q: 3 clusters Score -111621.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -111621.921875 Penalty: 2514.015869
	Iteration 53Q: 3 clusters Score -111621.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -111622.625000 Penalty: 2514.015869
	Iteration 54Q: 3 clusters Score -111622.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -111622.625000 Penalty: 2514.015869
	Iteration 55F: 3 clusters Score -111622.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (173545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173545 members 
Entering Unmasked Estep 
Score: -9145791.000000 Penalty: 1960.431152
	Iteration 0F: 2 clusters Score -9145791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86470 members 
Mstep: Class 2 contains 87075 members 
Entering Unmasked Estep 
Score: -9029345.000000 Penalty: 3920.862305
	Iteration 0F: 3 clusters Score -9029345 nChanged 83996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81246 members 
Mstep: Class 2 contains 92299 members 
Entering Unmasked Estep 
Score: -9079465.000000 Penalty: 3920.862305
	Iteration 1F: 3 clusters Score -9079465 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77798 members 
Mstep: Class 2 contains 95747 members 
Entering Unmasked Estep 
Score: -9081296.000000 Penalty: 3920.862305
	Iteration 2Q: 3 clusters Score -9081296 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72455 members 
Mstep: Class 2 contains 101090 members 
Entering Unmasked Estep 
Score: -9084211.000000 Penalty: 3920.862305
	Iteration 3Q: 3 clusters Score -9084211 nChanged 9233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64644 members 
Mstep: Class 2 contains 108901 members 
Entering Unmasked Estep 
Score: -9089068.000000 Penalty: 3920.862305
	Iteration 4F: 3 clusters Score -9089068 nChanged 11995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53617 members 
Mstep: Class 2 contains 119928 members 
Entering Unmasked Estep 
Score: -9097439.000000 Penalty: 3920.862305
	Iteration 5F: 3 clusters Score -9097439 nChanged 14034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 133422 members 
Entering Unmasked Estep 
Score: -9109413.000000 Penalty: 3920.862305
	Iteration 6F: 3 clusters Score -9109413 nChanged 13352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 146536 members 
Entering Unmasked Estep 
Score: -9121840.000000 Penalty: 3920.862305
	Iteration 7F: 3 clusters Score -9121840 nChanged 10170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 156602 members 
Entering Unmasked Estep 
Score: -9131147.000000 Penalty: 3920.862305
	Iteration 8F: 3 clusters Score -9131147 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 163136 members 
Entering Unmasked Estep 
Score: -9136730.000000 Penalty: 3920.862305
	Iteration 9Q: 3 clusters Score -9136730 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 167209 members 
Entering Unmasked Estep 
Score: -9139969.000000 Penalty: 3920.862305
	Iteration 10Q: 3 clusters Score -9139969 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 169675 members 
Entering Unmasked Estep 
Score: -9141913.000000 Penalty: 3920.862305
	Iteration 11Q: 3 clusters Score -9141913 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 171067 members 
Entering Unmasked Estep 
Score: -9142919.000000 Penalty: 3920.862305
	Iteration 12Q: 3 clusters Score -9142919 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 171870 members 
Entering Unmasked Estep 
Score: -9143474.000000 Penalty: 3920.862305
	Iteration 13Q: 3 clusters Score -9143474 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 172278 members 
Entering Unmasked Estep 
Score: -9143750.000000 Penalty: 3920.862305
	Iteration 14Q: 3 clusters Score -9143750 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 172518 members 
Entering Unmasked Estep 
Score: -9143914.000000 Penalty: 3920.862305
	Iteration 15Q: 3 clusters Score -9143914 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 172676 members 
Entering Unmasked Estep 
Score: -9143997.000000 Penalty: 3920.862305
	Iteration 16Q: 3 clusters Score -9143997 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 172780 members 
Entering Unmasked Estep 
Score: -9144070.000000 Penalty: 3920.862305
	Iteration 17Q: 3 clusters Score -9144070 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 172828 members 
Entering Unmasked Estep 
Score: -9144142.000000 Penalty: 3920.862305
	Iteration 18Q: 3 clusters Score -9144142 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 172862 members 
Entering Unmasked Estep 
Score: -9144208.000000 Penalty: 3920.862305
	Iteration 19Q: 3 clusters Score -9144208 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 172871 members 
Entering Unmasked Estep 
Score: -9144270.000000 Penalty: 3920.862305
	Iteration 20F: 3 clusters Score -9144270 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 172886 members 
Entering Unmasked Estep 
Score: -9144323.000000 Penalty: 3920.862305
	Iteration 21Q: 3 clusters Score -9144323 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 172880 members 
Entering Unmasked Estep 
Score: -9144363.000000 Penalty: 3920.862305
	Iteration 22Q: 3 clusters Score -9144363 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 172883 members 
Entering Unmasked Estep 
Score: -9144392.000000 Penalty: 3920.862305
	Iteration 23Q: 3 clusters Score -9144392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 172887 members 
Entering Unmasked Estep 
Score: -9144404.000000 Penalty: 3920.862305
	Iteration 24Q: 3 clusters Score -9144404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 172892 members 
Entering Unmasked Estep 
Score: -9144424.000000 Penalty: 3920.862305
	Iteration 25Q: 3 clusters Score -9144424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 172894 members 
Entering Unmasked Estep 
Score: -9144433.000000 Penalty: 3920.862305
	Iteration 26Q: 3 clusters Score -9144433 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 172894 members 
Entering Unmasked Estep 
Score: -9144437.000000 Penalty: 3920.862305
	Iteration 27Q: 3 clusters Score -9144437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 172891 members 
Entering Unmasked Estep 
Score: -9144464.000000 Penalty: 3920.862305
	Iteration 28Q: 3 clusters Score -9144464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 172885 members 
Entering Unmasked Estep 
Score: -9144464.000000 Penalty: 3920.862305
	Iteration 29Q: 3 clusters Score -9144464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 172883 members 
Entering Unmasked Estep 
Score: -9144465.000000 Penalty: 3920.862305
	Iteration 30Q: 3 clusters Score -9144465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 172884 members 
Entering Unmasked Estep 
Score: -9144466.000000 Penalty: 3920.862305
	Iteration 31Q: 3 clusters Score -9144466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 172886 members 
Entering Unmasked Estep 
Score: -9144472.000000 Penalty: 3920.862305
	Iteration 32Q: 3 clusters Score -9144472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 172887 members 
Entering Unmasked Estep 
Score: -9144468.000000 Penalty: 3920.862305
	Iteration 33Q: 3 clusters Score -9144468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 172886 members 
Entering Unmasked Estep 
Score: -9144469.000000 Penalty: 3920.862305
	Iteration 34Q: 3 clusters Score -9144469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 172887 members 
Entering Unmasked Estep 
Score: -9144471.000000 Penalty: 3920.862305
	Iteration 35Q: 3 clusters Score -9144471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 172886 members 
Entering Unmasked Estep 
Score: -9144471.000000 Penalty: 3920.862305
	Iteration 36Q: 3 clusters Score -9144471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 172886 members 
Entering Unmasked Estep 
Score: -9144471.000000 Penalty: 3920.862305
	Iteration 37F: 3 clusters Score -9144471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43285 members 
Entering Unmasked Estep 
Score: -2279070.750000 Penalty: 1734.778809
	Iteration 0F: 2 clusters Score -2279071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -2250268.250000 Penalty: 3469.557617
	Iteration 0F: 3 clusters Score -2250268 nChanged 20246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -2261700.750000 Penalty: 3469.557617
	Iteration 1F: 3 clusters Score -2261701 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -2262280.250000 Penalty: 3469.557617
	Iteration 2Q: 3 clusters Score -2262280 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -2262994.000000 Penalty: 3469.557617
	Iteration 3Q: 3 clusters Score -2262994 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2263928.250000 Penalty: 3469.557617
	Iteration 4Q: 3 clusters Score -2263928 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -2265258.500000 Penalty: 3469.557617
	Iteration 5F: 3 clusters Score -2265258 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -2267153.500000 Penalty: 3469.557617
	Iteration 6F: 3 clusters Score -2267154 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2269405.500000 Penalty: 3469.557617
	Iteration 7F: 3 clusters Score -2269406 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2271535.000000 Penalty: 3469.557617
	Iteration 8F: 3 clusters Score -2271535 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35698 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2273398.500000 Penalty: 3469.557617
	Iteration 9Q: 3 clusters Score -2273398 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -2274634.250000 Penalty: 3469.557617
	Iteration 10Q: 3 clusters Score -2274634 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -2275333.250000 Penalty: 3469.557617
	Iteration 11Q: 3 clusters Score -2275333 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2275715.500000 Penalty: 3469.557617
	Iteration 12Q: 3 clusters Score -2275716 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -2275963.250000 Penalty: 3469.557617
	Iteration 13Q: 3 clusters Score -2275963 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -2276150.750000 Penalty: 3469.557617
	Iteration 14Q: 3 clusters Score -2276151 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -2276287.750000 Penalty: 3469.557617
	Iteration 15Q: 3 clusters Score -2276288 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -2276419.500000 Penalty: 3469.557617
	Iteration 16Q: 3 clusters Score -2276420 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2276539.250000 Penalty: 3469.557617
	Iteration 17Q: 3 clusters Score -2276539 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -2276633.000000 Penalty: 3469.557617
	Iteration 18Q: 3 clusters Score -2276633 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2276717.250000 Penalty: 3469.557617
	Iteration 19Q: 3 clusters Score -2276717 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2276813.000000 Penalty: 3469.557617
	Iteration 20F: 3 clusters Score -2276813 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2276890.000000 Penalty: 3469.557617
	Iteration 21Q: 3 clusters Score -2276890 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2276959.750000 Penalty: 3469.557617
	Iteration 22Q: 3 clusters Score -2276960 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2277037.250000 Penalty: 3469.557617
	Iteration 23Q: 3 clusters Score -2277037 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2277086.000000 Penalty: 3469.557617
	Iteration 24Q: 3 clusters Score -2277086 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2277139.750000 Penalty: 3469.557617
	Iteration 25Q: 3 clusters Score -2277140 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2277189.500000 Penalty: 3469.557617
	Iteration 26Q: 3 clusters Score -2277190 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2277237.500000 Penalty: 3469.557617
	Iteration 27Q: 3 clusters Score -2277238 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2277273.750000 Penalty: 3469.557617
	Iteration 28Q: 3 clusters Score -2277274 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2277302.250000 Penalty: 3469.557617
	Iteration 29Q: 3 clusters Score -2277302 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2277320.000000 Penalty: 3469.557617
	Iteration 30Q: 3 clusters Score -2277320 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2277333.750000 Penalty: 3469.557617
	Iteration 31Q: 3 clusters Score -2277334 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2277348.750000 Penalty: 3469.557617
	Iteration 32Q: 3 clusters Score -2277349 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2277355.500000 Penalty: 3469.557617
	Iteration 33Q: 3 clusters Score -2277356 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42190 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2277367.000000 Penalty: 3469.557617
	Iteration 34Q: 3 clusters Score -2277367 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2277373.500000 Penalty: 3469.557617
	Iteration 35Q: 3 clusters Score -2277374 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2277384.750000 Penalty: 3469.557617
	Iteration 36Q: 3 clusters Score -2277385 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2277403.000000 Penalty: 3469.557617
	Iteration 37Q: 3 clusters Score -2277403 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42303 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2277413.250000 Penalty: 3469.557617
	Iteration 38Q: 3 clusters Score -2277413 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2277415.250000 Penalty: 3469.557617
	Iteration 39Q: 3 clusters Score -2277415 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2277425.250000 Penalty: 3469.557617
	Iteration 40F: 3 clusters Score -2277425 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42378 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2277437.500000 Penalty: 3469.557617
	Iteration 41Q: 3 clusters Score -2277438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2277453.000000 Penalty: 3469.557617
	Iteration 42Q: 3 clusters Score -2277453 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2277460.500000 Penalty: 3469.557617
	Iteration 43Q: 3 clusters Score -2277460 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2277471.500000 Penalty: 3469.557617
	Iteration 44Q: 3 clusters Score -2277472 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2277485.250000 Penalty: 3469.557617
	Iteration 45Q: 3 clusters Score -2277485 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42521 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2277496.250000 Penalty: 3469.557617
	Iteration 46Q: 3 clusters Score -2277496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42545 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2277503.500000 Penalty: 3469.557617
	Iteration 47Q: 3 clusters Score -2277504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2277518.500000 Penalty: 3469.557617
	Iteration 48Q: 3 clusters Score -2277518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2277528.500000 Penalty: 3469.557617
	Iteration 49Q: 3 clusters Score -2277528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42602 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2277528.500000 Penalty: 3469.557617
	Iteration 50Q: 3 clusters Score -2277528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2277538.250000 Penalty: 3469.557617
	Iteration 51Q: 3 clusters Score -2277538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2277547.750000 Penalty: 3469.557617
	Iteration 52Q: 3 clusters Score -2277548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2277558.750000 Penalty: 3469.557617
	Iteration 53Q: 3 clusters Score -2277559 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42694 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2277572.500000 Penalty: 3469.557617
	Iteration 54Q: 3 clusters Score -2277572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2277573.500000 Penalty: 3469.557617
	Iteration 55Q: 3 clusters Score -2277574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2277574.500000 Penalty: 3469.557617
	Iteration 56Q: 3 clusters Score -2277574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2277576.500000 Penalty: 3469.557617
	Iteration 57Q: 3 clusters Score -2277576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2277579.250000 Penalty: 3469.557617
	Iteration 58Q: 3 clusters Score -2277579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2277584.250000 Penalty: 3469.557617
	Iteration 59Q: 3 clusters Score -2277584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2277586.750000 Penalty: 3469.557617
	Iteration 60F: 3 clusters Score -2277587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42753 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2277587.250000 Penalty: 3469.557617
	Iteration 61Q: 3 clusters Score -2277587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2277589.500000 Penalty: 3469.557617
	Iteration 62Q: 3 clusters Score -2277590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2277590.250000 Penalty: 3469.557617
	Iteration 63Q: 3 clusters Score -2277590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2277590.750000 Penalty: 3469.557617
	Iteration 64Q: 3 clusters Score -2277591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2277592.000000 Penalty: 3469.557617
	Iteration 65Q: 3 clusters Score -2277592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2277594.750000 Penalty: 3469.557617
	Iteration 66Q: 3 clusters Score -2277595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2277595.750000 Penalty: 3469.557617
	Iteration 67Q: 3 clusters Score -2277596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2277595.500000 Penalty: 3469.557617
	Iteration 68Q: 3 clusters Score -2277596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2277599.250000 Penalty: 3469.557617
	Iteration 69Q: 3 clusters Score -2277599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2277599.500000 Penalty: 3469.557617
	Iteration 70Q: 3 clusters Score -2277600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2277600.750000 Penalty: 3469.557617
	Iteration 71Q: 3 clusters Score -2277601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2277604.750000 Penalty: 3469.557617
	Iteration 72Q: 3 clusters Score -2277605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2277608.000000 Penalty: 3469.557617
	Iteration 73Q: 3 clusters Score -2277608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42799 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2277606.500000 Penalty: 3469.557617
	Iteration 74Q: 3 clusters Score -2277606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42800 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2277608.500000 Penalty: 3469.557617
	Iteration 75Q: 3 clusters Score -2277608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2277608.500000 Penalty: 3469.557617
	Iteration 76Q: 3 clusters Score -2277608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42803 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2277611.500000 Penalty: 3469.557617
	Iteration 77Q: 3 clusters Score -2277612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42803 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2277611.500000 Penalty: 3469.557617
	Iteration 78F: 3 clusters Score -2277612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Entering Unmasked Estep 
Score: -335516.031250 Penalty: 1443.049927
	Iteration 0F: 2 clusters Score -335516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -330160.312500 Penalty: 2886.099854
	Iteration 0F: 3 clusters Score -330160.3 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -331830.718750 Penalty: 2886.099854
	Iteration 1F: 3 clusters Score -331830.7 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -332153.187500 Penalty: 2886.099854
	Iteration 2F: 3 clusters Score -332153.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -332520.062500 Penalty: 2886.099854
	Iteration 3F: 3 clusters Score -332520.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -332949.437500 Penalty: 2886.099854
	Iteration 4F: 3 clusters Score -332949.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -333540.875000 Penalty: 2886.099854
	Iteration 5F: 3 clusters Score -333540.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -334213.593750 Penalty: 2886.099854
	Iteration 6F: 3 clusters Score -334213.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -334677.875000 Penalty: 2886.099854
	Iteration 7F: 3 clusters Score -334677.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -334908.906250 Penalty: 2886.099854
	Iteration 8Q: 3 clusters Score -334908.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -335045.968750 Penalty: 2886.099854
	Iteration 9Q: 3 clusters Score -335046 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -335122.500000 Penalty: 2886.099854
	Iteration 10Q: 3 clusters Score -335122.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -335159.656250 Penalty: 2886.099854
	Iteration 11Q: 3 clusters Score -335159.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -335183.312500 Penalty: 2886.099854
	Iteration 12Q: 3 clusters Score -335183.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -335191.625000 Penalty: 2886.099854
	Iteration 13Q: 3 clusters Score -335191.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -335196.937500 Penalty: 2886.099854
	Iteration 14Q: 3 clusters Score -335196.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -335198.375000 Penalty: 2886.099854
	Iteration 15Q: 3 clusters Score -335198.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -335198.812500 Penalty: 2886.099854
	Iteration 16Q: 3 clusters Score -335198.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -335201.843750 Penalty: 2886.099854
	Iteration 17Q: 3 clusters Score -335201.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -335201.843750 Penalty: 2886.099854
	Iteration 18F: 3 clusters Score -335201.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (76224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76224 members 
Entering Unmasked Estep 
Score: -3911660.250000 Penalty: 1826.732544
	Iteration 0F: 2 clusters Score -3911660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -3860406.750000 Penalty: 3653.465088
	Iteration 0F: 3 clusters Score -3860407 nChanged 36440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -3881431.250000 Penalty: 3653.465088
	Iteration 1F: 3 clusters Score -3881431 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -3881971.500000 Penalty: 3653.465088
	Iteration 2Q: 3 clusters Score -3881972 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -3882686.750000 Penalty: 3653.465088
	Iteration 3Q: 3 clusters Score -3882687 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -3883752.750000 Penalty: 3653.465088
	Iteration 4Q: 3 clusters Score -3883753 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48648 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -3885573.750000 Penalty: 3653.465088
	Iteration 5F: 3 clusters Score -3885574 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53573 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -3888732.000000 Penalty: 3653.465088
	Iteration 6F: 3 clusters Score -3888732 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59820 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -3893745.750000 Penalty: 3653.465088
	Iteration 7F: 3 clusters Score -3893746 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66493 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -3900130.500000 Penalty: 3653.465088
	Iteration 8F: 3 clusters Score -3900130 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71949 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -3905713.500000 Penalty: 3653.465088
	Iteration 9F: 3 clusters Score -3905714 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74841 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3908648.750000 Penalty: 3653.465088
	Iteration 10Q: 3 clusters Score -3908649 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75793 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3909606.250000 Penalty: 3653.465088
	Iteration 11Q: 3 clusters Score -3909606 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76026 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -3909861.500000 Penalty: 3653.465088
	Iteration 12Q: 3 clusters Score -3909862 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76082 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -3909968.750000 Penalty: 3653.465088
	Iteration 13Q: 3 clusters Score -3909969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76096 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -3909997.750000 Penalty: 3653.465088
	Iteration 14Q: 3 clusters Score -3909998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76092 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -3910010.500000 Penalty: 3653.465088
	Iteration 15Q: 3 clusters Score -3910010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76096 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -3910018.000000 Penalty: 3653.465088
	Iteration 16Q: 3 clusters Score -3910018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76097 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -3910016.750000 Penalty: 3653.465088
	Iteration 17Q: 3 clusters Score -3910017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76101 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -3910024.500000 Penalty: 3653.465088
	Iteration 18Q: 3 clusters Score -3910024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76104 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -3910034.250000 Penalty: 3653.465088
	Iteration 19Q: 3 clusters Score -3910034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76108 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -3910048.500000 Penalty: 3653.465088
	Iteration 20F: 3 clusters Score -3910048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76109 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -3910055.250000 Penalty: 3653.465088
	Iteration 21Q: 3 clusters Score -3910055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76110 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -3910055.500000 Penalty: 3653.465088
	Iteration 22Q: 3 clusters Score -3910056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76110 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -3910055.500000 Penalty: 3653.465088
	Iteration 23F: 3 clusters Score -3910056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (52883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52883 members 
Entering Unmasked Estep 
Score: -2649597.250000 Penalty: 1767.323608
	Iteration 0F: 2 clusters Score -2649597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -2614371.250000 Penalty: 3534.647217
	Iteration 0F: 3 clusters Score -2614371 nChanged 24871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -2628729.250000 Penalty: 3534.647217
	Iteration 1F: 3 clusters Score -2628729 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -2629723.500000 Penalty: 3534.647217
	Iteration 2Q: 3 clusters Score -2629724 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -2631127.000000 Penalty: 3534.647217
	Iteration 3F: 3 clusters Score -2631127 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -2633075.750000 Penalty: 3534.647217
	Iteration 4F: 3 clusters Score -2633076 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -2635492.750000 Penalty: 3534.647217
	Iteration 5F: 3 clusters Score -2635493 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -2638010 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2640528.250000 Penalty: 3534.647217
	Iteration 7F: 3 clusters Score -2640528 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2642804.500000 Penalty: 3534.647217
	Iteration 8F: 3 clusters Score -2642804 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -2644828 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -2646611.500000 Penalty: 3534.647217
	Iteration 10Q: 3 clusters Score -2646612 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49259 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2647808 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2648415.500000 Penalty: 3534.647217
	Iteration 12Q: 3 clusters Score -2648416 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50841 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2648743.250000 Penalty: 3534.647217
	Iteration 13Q: 3 clusters Score -2648743 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51173 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2648898 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51372 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2648963 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51494 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2649005 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51565 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2649031.250000 Penalty: 3534.647217
	Iteration 17Q: 3 clusters Score -2649031 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51617 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2649039 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51650 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2649057 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51677 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2649057 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51698 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2649065.500000 Penalty: 3534.647217
	Iteration 21Q: 3 clusters Score -2649066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51712 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2649074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51719 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2649076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51727 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2649075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51734 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2649074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51738 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2649076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51740 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2649074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51741 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2649074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51742 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2649075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51742 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
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	Iteration 30F: 3 clusters Score -2649075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 10582 members 
Mstep: Class 7 contains 121315 members 
Mstep: Class 8 contains 4675 members 
Mstep: Class 10 contains 1954 members 
Mstep: Class 11 contains 5267 members 
Mstep: Class 12 contains 30932 members 
Mstep: Class 13 contains 46318 members 
Mstep: Class 14 contains 4210 members 
Mstep: Class 16 contains 6120 members 
Mstep: Class 17 contains 2288 members 
Mstep: Class 18 contains 173545 members 
Mstep: Class 19 contains 43285 members 
Mstep: Class 20 contains 7189 members 
Mstep: Class 21 contains 76224 members 
Mstep: Class 22 contains 52883 members 
Entering Unmasked Estep 
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Iteration 39Q: 16 clusters Score -2.906802e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 10294 members 
Mstep: Class 7 contains 120997 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 10 contains 1877 members 
Mstep: Class 11 contains 5215 members 
Mstep: Class 12 contains 31052 members 
Mstep: Class 13 contains 46413 members 
Mstep: Class 14 contains 4209 members 
Mstep: Class 16 contains 6129 members 
Mstep: Class 17 contains 2297 members 
Mstep: Class 18 contains 173386 members 
Mstep: Class 19 contains 43431 members 
Mstep: Class 20 contains 7079 members 
Mstep: Class 21 contains 76745 members 
Mstep: Class 22 contains 52821 members 
Entering Unmasked Estep 
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Iteration 40F: 16 clusters Score -2.906827e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 10044 members 
Mstep: Class 7 contains 120668 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 10 contains 1823 members 
Mstep: Class 11 contains 5158 members 
Mstep: Class 12 contains 31162 members 
Mstep: Class 13 contains 46508 members 
Mstep: Class 14 contains 4213 members 
Mstep: Class 16 contains 6130 members 
Mstep: Class 17 contains 2318 members 
Mstep: Class 18 contains 173242 members 
Mstep: Class 19 contains 43561 members 
Mstep: Class 20 contains 6949 members 
Mstep: Class 21 contains 77223 members 
Mstep: Class 22 contains 52775 members 
Entering Unmasked Estep 
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Iteration 41Q: 16 clusters Score -2.906856e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 9801 members 
Mstep: Class 7 contains 120328 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 10 contains 1775 members 
Mstep: Class 11 contains 5101 members 
Mstep: Class 12 contains 31273 members 
Mstep: Class 13 contains 46583 members 
Mstep: Class 14 contains 4217 members 
Mstep: Class 16 contains 6130 members 
Mstep: Class 17 contains 2334 members 
Mstep: Class 18 contains 173095 members 
Mstep: Class 19 contains 43671 members 
Mstep: Class 20 contains 6812 members 
Mstep: Class 21 contains 77714 members 
Mstep: Class 22 contains 52730 members 
Entering Unmasked Estep 
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Iteration 42Q: 16 clusters Score -2.906883e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 9573 members 
Mstep: Class 7 contains 119946 members 
Mstep: Class 8 contains 5433 members 
Mstep: Class 10 contains 1736 members 
Mstep: Class 11 contains 5043 members 
Mstep: Class 12 contains 31370 members 
Mstep: Class 13 contains 46662 members 
Mstep: Class 14 contains 4225 members 
Mstep: Class 16 contains 6134 members 
Mstep: Class 17 contains 2341 members 
Mstep: Class 18 contains 172935 members 
Mstep: Class 19 contains 43782 members 
Mstep: Class 20 contains 6677 members 
Mstep: Class 21 contains 78247 members 
Mstep: Class 22 contains 52683 members 
Entering Unmasked Estep 
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Iteration 43Q: 16 clusters Score -2.906897e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 9355 members 
Mstep: Class 7 contains 119548 members 
Mstep: Class 8 contains 5658 members 
Mstep: Class 10 contains 1703 members 
Mstep: Class 11 contains 4988 members 
Mstep: Class 12 contains 31471 members 
Mstep: Class 13 contains 46743 members 
Mstep: Class 14 contains 4218 members 
Mstep: Class 16 contains 6135 members 
Mstep: Class 17 contains 2348 members 
Mstep: Class 18 contains 172773 members 
Mstep: Class 19 contains 43894 members 
Mstep: Class 20 contains 6536 members 
Mstep: Class 21 contains 78779 members 
Mstep: Class 22 contains 52638 members 
Entering Unmasked Estep 
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Iteration 44Q: 16 clusters Score -2.90692e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 9146 members 
Mstep: Class 7 contains 119093 members 
Mstep: Class 8 contains 5916 members 
Mstep: Class 10 contains 1680 members 
Mstep: Class 11 contains 4933 members 
Mstep: Class 12 contains 31561 members 
Mstep: Class 13 contains 46833 members 
Mstep: Class 14 contains 4212 members 
Mstep: Class 16 contains 6134 members 
Mstep: Class 17 contains 2356 members 
Mstep: Class 18 contains 172612 members 
Mstep: Class 19 contains 44010 members 
Mstep: Class 20 contains 6385 members 
Mstep: Class 21 contains 79317 members 
Mstep: Class 22 contains 52599 members 
Entering Unmasked Estep 
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Iteration 45Q: 16 clusters Score -2.906937e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 8931 members 
Mstep: Class 7 contains 118644 members 
Mstep: Class 8 contains 6191 members 
Mstep: Class 10 contains 1661 members 
Mstep: Class 11 contains 4883 members 
Mstep: Class 12 contains 31650 members 
Mstep: Class 13 contains 46919 members 
Mstep: Class 14 contains 4212 members 
Mstep: Class 16 contains 6131 members 
Mstep: Class 17 contains 2357 members 
Mstep: Class 18 contains 172466 members 
Mstep: Class 19 contains 44097 members 
Mstep: Class 20 contains 6232 members 
Mstep: Class 21 contains 79841 members 
Mstep: Class 22 contains 52572 members 
Entering Unmasked Estep 
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Iteration 46Q: 16 clusters Score -2.906956e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 8724 members 
Mstep: Class 7 contains 118137 members 
Mstep: Class 8 contains 6465 members 
Mstep: Class 10 contains 1645 members 
Mstep: Class 11 contains 4824 members 
Mstep: Class 12 contains 31744 members 
Mstep: Class 13 contains 46993 members 
Mstep: Class 14 contains 4221 members 
Mstep: Class 16 contains 6132 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 172329 members 
Mstep: Class 19 contains 44193 members 
Mstep: Class 20 contains 6095 members 
Mstep: Class 21 contains 80388 members 
Mstep: Class 22 contains 52535 members 
Entering Unmasked Estep 
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Iteration 47Q: 16 clusters Score -2.906985e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 8517 members 
Mstep: Class 7 contains 117658 members 
Mstep: Class 8 contains 6739 members 
Mstep: Class 10 contains 1622 members 
Mstep: Class 11 contains 4771 members 
Mstep: Class 12 contains 31838 members 
Mstep: Class 13 contains 47048 members 
Mstep: Class 14 contains 4222 members 
Mstep: Class 16 contains 6130 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 172179 members 
Mstep: Class 19 contains 44262 members 
Mstep: Class 20 contains 5961 members 
Mstep: Class 21 contains 80971 members 
Mstep: Class 22 contains 52504 members 
Entering Unmasked Estep 
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Iteration 48Q: 16 clusters Score -2.90701e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 8334 members 
Mstep: Class 7 contains 117165 members 
Mstep: Class 8 contains 6970 members 
Mstep: Class 10 contains 1598 members 
Mstep: Class 11 contains 4711 members 
Mstep: Class 12 contains 31936 members 
Mstep: Class 13 contains 47113 members 
Mstep: Class 14 contains 4220 members 
Mstep: Class 16 contains 6128 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 171982 members 
Mstep: Class 19 contains 44326 members 
Mstep: Class 20 contains 5841 members 
Mstep: Class 21 contains 81615 members 
Mstep: Class 22 contains 52483 members 
Entering Unmasked Estep 
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Iteration 49Q: 16 clusters Score -2.907034e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 8167 members 
Mstep: Class 7 contains 116663 members 
Mstep: Class 8 contains 7191 members 
Mstep: Class 10 contains 1577 members 
Mstep: Class 11 contains 4666 members 
Mstep: Class 12 contains 32030 members 
Mstep: Class 13 contains 47173 members 
Mstep: Class 14 contains 4220 members 
Mstep: Class 16 contains 6126 members 
Mstep: Class 17 contains 2367 members 
Mstep: Class 18 contains 171806 members 
Mstep: Class 19 contains 44343 members 
Mstep: Class 20 contains 5720 members 
Mstep: Class 21 contains 82275 members 
Mstep: Class 22 contains 52463 members 
Entering Unmasked Estep 
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Iteration 50Q: 16 clusters Score -2.907043e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 8017 members 
Mstep: Class 7 contains 116158 members 
Mstep: Class 8 contains 7408 members 
Mstep: Class 10 contains 1554 members 
Mstep: Class 11 contains 4616 members 
Mstep: Class 12 contains 32119 members 
Mstep: Class 13 contains 47210 members 
Mstep: Class 14 contains 4223 members 
Mstep: Class 16 contains 6126 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 18 contains 171630 members 
Mstep: Class 19 contains 44316 members 
Mstep: Class 20 contains 5588 members 
Mstep: Class 21 contains 82998 members 
Mstep: Class 22 contains 52448 members 
Entering Unmasked Estep 
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Iteration 51Q: 16 clusters Score -2.907066e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 7881 members 
Mstep: Class 7 contains 115684 members 
Mstep: Class 8 contains 7608 members 
Mstep: Class 10 contains 1527 members 
Mstep: Class 11 contains 4562 members 
Mstep: Class 12 contains 32197 members 
Mstep: Class 13 contains 47245 members 
Mstep: Class 14 contains 4232 members 
Mstep: Class 16 contains 6126 members 
Mstep: Class 17 contains 2378 members 
Mstep: Class 18 contains 171448 members 
Mstep: Class 19 contains 44288 members 
Mstep: Class 20 contains 5473 members 
Mstep: Class 21 contains 83706 members 
Mstep: Class 22 contains 52432 members 
Entering Unmasked Estep 
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Iteration 52Q: 16 clusters Score -2.90707e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 7739 members 
Mstep: Class 7 contains 115260 members 
Mstep: Class 8 contains 7795 members 
Mstep: Class 10 contains 1501 members 
Mstep: Class 11 contains 4514 members 
Mstep: Class 12 contains 32289 members 
Mstep: Class 13 contains 47269 members 
Mstep: Class 14 contains 4233 members 
Mstep: Class 16 contains 6122 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 171253 members 
Mstep: Class 19 contains 44274 members 
Mstep: Class 20 contains 5406 members 
Mstep: Class 21 contains 84342 members 
Mstep: Class 22 contains 52410 members 
Entering Unmasked Estep 
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Iteration 53Q: 16 clusters Score -2.907081e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 7607 members 
Mstep: Class 7 contains 114835 members 
Mstep: Class 8 contains 7959 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 4464 members 
Mstep: Class 12 contains 32384 members 
Mstep: Class 13 contains 47279 members 
Mstep: Class 14 contains 4234 members 
Mstep: Class 16 contains 6119 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 18 contains 171064 members 
Mstep: Class 19 contains 44253 members 
Mstep: Class 20 contains 5331 members 
Mstep: Class 21 contains 85010 members 
Mstep: Class 22 contains 52395 members 
Entering Unmasked Estep 
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Iteration 54Q: 16 clusters Score -2.907093e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 7477 members 
Mstep: Class 7 contains 114451 members 
Mstep: Class 8 contains 8099 members 
Mstep: Class 10 contains 1464 members 
Mstep: Class 11 contains 4415 members 
Mstep: Class 12 contains 32476 members 
Mstep: Class 13 contains 47301 members 
Mstep: Class 14 contains 4234 members 
Mstep: Class 16 contains 6117 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 170888 members 
Mstep: Class 19 contains 44218 members 
Mstep: Class 20 contains 5278 members 
Mstep: Class 21 contains 85632 members 
Mstep: Class 22 contains 52369 members 
Entering Unmasked Estep 
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Iteration 55Q: 16 clusters Score -2.907082e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 7363 members 
Mstep: Class 7 contains 114017 members 
Mstep: Class 8 contains 8215 members 
Mstep: Class 10 contains 1449 members 
Mstep: Class 11 contains 4393 members 
Mstep: Class 12 contains 32553 members 
Mstep: Class 13 contains 47332 members 
Mstep: Class 14 contains 4238 members 
Mstep: Class 16 contains 6113 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 170717 members 
Mstep: Class 19 contains 44187 members 
Mstep: Class 20 contains 5234 members 
Mstep: Class 21 contains 86252 members 
Mstep: Class 22 contains 52363 members 
Entering Unmasked Estep 
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Iteration 56Q: 16 clusters Score -2.907096e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 7260 members 
Mstep: Class 7 contains 113556 members 
Mstep: Class 8 contains 8324 members 
Mstep: Class 10 contains 1431 members 
Mstep: Class 11 contains 4372 members 
Mstep: Class 12 contains 32621 members 
Mstep: Class 13 contains 47369 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 16 contains 6109 members 
Mstep: Class 17 contains 2359 members 
Mstep: Class 18 contains 170564 members 
Mstep: Class 19 contains 44143 members 
Mstep: Class 20 contains 5202 members 
Mstep: Class 21 contains 86879 members 
Mstep: Class 22 contains 52361 members 
Entering Unmasked Estep 
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Iteration 57Q: 16 clusters Score -2.907111e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 7176 members 
Mstep: Class 7 contains 113058 members 
Mstep: Class 8 contains 8406 members 
Mstep: Class 10 contains 1415 members 
Mstep: Class 11 contains 4333 members 
Mstep: Class 12 contains 32701 members 
Mstep: Class 13 contains 47402 members 
Mstep: Class 14 contains 4234 members 
Mstep: Class 16 contains 6103 members 
Mstep: Class 17 contains 2352 members 
Mstep: Class 18 contains 170409 members 
Mstep: Class 19 contains 44116 members 
Mstep: Class 20 contains 5180 members 
Mstep: Class 21 contains 87552 members 
Mstep: Class 22 contains 52350 members 
Entering Unmasked Estep 
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Iteration 58Q: 16 clusters Score -2.907125e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 7067 members 
Mstep: Class 7 contains 112589 members 
Mstep: Class 8 contains 8495 members 
Mstep: Class 10 contains 1406 members 
Mstep: Class 11 contains 4298 members 
Mstep: Class 12 contains 32768 members 
Mstep: Class 13 contains 47425 members 
Mstep: Class 14 contains 4236 members 
Mstep: Class 16 contains 6095 members 
Mstep: Class 17 contains 2347 members 
Mstep: Class 18 contains 170280 members 
Mstep: Class 19 contains 44073 members 
Mstep: Class 20 contains 5153 members 
Mstep: Class 21 contains 88215 members 
Mstep: Class 22 contains 52340 members 
Entering Unmasked Estep 
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Iteration 59Q: 16 clusters Score -2.907144e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 6961 members 
Mstep: Class 7 contains 112108 members 
Mstep: Class 8 contains 8571 members 
Mstep: Class 10 contains 1392 members 
Mstep: Class 11 contains 4265 members 
Mstep: Class 12 contains 32834 members 
Mstep: Class 13 contains 47463 members 
Mstep: Class 14 contains 4236 members 
Mstep: Class 16 contains 6092 members 
Mstep: Class 17 contains 2346 members 
Mstep: Class 18 contains 170167 members 
Mstep: Class 19 contains 44032 members 
Mstep: Class 20 contains 5129 members 
Mstep: Class 21 contains 88867 members 
Mstep: Class 22 contains 52324 members 
Entering Unmasked Estep 
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Iteration 60F: 16 clusters Score -2.907164e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 6858 members 
Mstep: Class 7 contains 111592 members 
Mstep: Class 8 contains 8736 members 
Mstep: Class 10 contains 1382 members 
Mstep: Class 11 contains 4226 members 
Mstep: Class 12 contains 32895 members 
Mstep: Class 13 contains 47491 members 
Mstep: Class 14 contains 4236 members 
Mstep: Class 16 contains 6085 members 
Mstep: Class 17 contains 2346 members 
Mstep: Class 18 contains 170066 members 
Mstep: Class 19 contains 44000 members 
Mstep: Class 20 contains 5036 members 
Mstep: Class 21 contains 89527 members 
Mstep: Class 22 contains 52311 members 
Entering Unmasked Estep 
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Iteration 61Q: 16 clusters Score -2.907177e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 6751 members 
Mstep: Class 7 contains 111087 members 
Mstep: Class 8 contains 8919 members 
Mstep: Class 10 contains 1372 members 
Mstep: Class 11 contains 4182 members 
Mstep: Class 12 contains 32964 members 
Mstep: Class 13 contains 47518 members 
Mstep: Class 14 contains 4240 members 
Mstep: Class 16 contains 6079 members 
Mstep: Class 17 contains 2337 members 
Mstep: Class 18 contains 169940 members 
Mstep: Class 19 contains 43935 members 
Mstep: Class 20 contains 4957 members 
Mstep: Class 21 contains 90207 members 
Mstep: Class 22 contains 52299 members 
Entering Unmasked Estep 
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Iteration 62Q: 16 clusters Score -2.907185e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 6650 members 
Mstep: Class 7 contains 110555 members 
Mstep: Class 8 contains 9079 members 
Mstep: Class 10 contains 1364 members 
Mstep: Class 11 contains 4135 members 
Mstep: Class 12 contains 33043 members 
Mstep: Class 13 contains 47544 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 16 contains 6075 members 
Mstep: Class 17 contains 2339 members 
Mstep: Class 18 contains 169783 members 
Mstep: Class 19 contains 43869 members 
Mstep: Class 20 contains 4881 members 
Mstep: Class 21 contains 90941 members 
Mstep: Class 22 contains 52288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29071892.000000 Penalty: 32375.896484
Iteration 63Q: 16 clusters Score -2.907189e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 6535 members 
Mstep: Class 7 contains 110059 members 
Mstep: Class 8 contains 9231 members 
Mstep: Class 10 contains 1350 members 
Mstep: Class 11 contains 4093 members 
Mstep: Class 12 contains 33118 members 
Mstep: Class 13 contains 47570 members 
Mstep: Class 14 contains 4250 members 
Mstep: Class 16 contains 6073 members 
Mstep: Class 17 contains 2331 members 
Mstep: Class 18 contains 169639 members 
Mstep: Class 19 contains 43778 members 
Mstep: Class 20 contains 4811 members 
Mstep: Class 21 contains 91670 members 
Mstep: Class 22 contains 52279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29072002.000000 Penalty: 32375.896484
Iteration 64Q: 16 clusters Score -2.9072e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 6427 members 
Mstep: Class 7 contains 109568 members 
Mstep: Class 8 contains 9389 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 4054 members 
Mstep: Class 12 contains 33193 members 
Mstep: Class 13 contains 47574 members 
Mstep: Class 14 contains 4254 members 
Mstep: Class 16 contains 6059 members 
Mstep: Class 17 contains 2323 members 
Mstep: Class 18 contains 169496 members 
Mstep: Class 19 contains 43703 members 
Mstep: Class 20 contains 4736 members 
Mstep: Class 21 contains 92407 members 
Mstep: Class 22 contains 52258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29072012.000000 Penalty: 32375.896484
Iteration 65Q: 16 clusters Score -2.907201e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 7 contains 109093 members 
Mstep: Class 8 contains 9514 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 4013 members 
Mstep: Class 12 contains 33280 members 
Mstep: Class 13 contains 47581 members 
Mstep: Class 14 contains 4263 members 
Mstep: Class 16 contains 6052 members 
Mstep: Class 17 contains 2316 members 
Mstep: Class 18 contains 169317 members 
Mstep: Class 19 contains 43616 members 
Mstep: Class 20 contains 4678 members 
Mstep: Class 21 contains 93161 members 
Mstep: Class 22 contains 52239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29072178.000000 Penalty: 32375.896484
Iteration 66Q: 16 clusters Score -2.907218e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 6199 members 
Mstep: Class 7 contains 108597 members 
Mstep: Class 8 contains 9640 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 3980 members 
Mstep: Class 12 contains 33359 members 
Mstep: Class 13 contains 47592 members 
Mstep: Class 14 contains 4274 members 
Mstep: Class 16 contains 6051 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 169140 members 
Mstep: Class 19 contains 43546 members 
Mstep: Class 20 contains 4626 members 
Mstep: Class 21 contains 93913 members 
Mstep: Class 22 contains 52210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29072280.000000 Penalty: 32375.896484
Iteration 67Q: 16 clusters Score -2.907228e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 6099 members 
Mstep: Class 7 contains 108099 members 
Mstep: Class 8 contains 9757 members 
Mstep: Class 10 contains 1342 members 
Mstep: Class 11 contains 3956 members 
Mstep: Class 12 contains 33440 members 
Mstep: Class 13 contains 47619 members 
Mstep: Class 14 contains 4273 members 
Mstep: Class 16 contains 6045 members 
Mstep: Class 17 contains 2312 members 
Mstep: Class 18 contains 168966 members 
Mstep: Class 19 contains 43459 members 
Mstep: Class 20 contains 4573 members 
Mstep: Class 21 contains 94660 members 
Mstep: Class 22 contains 52187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29072310.000000 Penalty: 32375.896484
Iteration 68Q: 16 clusters Score -2.907231e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 5992 members 
Mstep: Class 7 contains 107596 members 
Mstep: Class 8 contains 9868 members 
Mstep: Class 10 contains 1330 members 
Mstep: Class 11 contains 3922 members 
Mstep: Class 12 contains 33504 members 
Mstep: Class 13 contains 47639 members 
Mstep: Class 14 contains 4286 members 
Mstep: Class 16 contains 6038 members 
Mstep: Class 17 contains 2309 members 
Mstep: Class 18 contains 168814 members 
Mstep: Class 19 contains 43380 members 
Mstep: Class 20 contains 4525 members 
Mstep: Class 21 contains 95403 members 
Mstep: Class 22 contains 52181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29072484.000000 Penalty: 32375.896484
Iteration 69Q: 16 clusters Score -2.907248e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 5879 members 
Mstep: Class 7 contains 107078 members 
Mstep: Class 8 contains 9973 members 
Mstep: Class 10 contains 1325 members 
Mstep: Class 11 contains 3890 members 
Mstep: Class 12 contains 33569 members 
Mstep: Class 13 contains 47669 members 
Mstep: Class 14 contains 4285 members 
Mstep: Class 16 contains 6037 members 
Mstep: Class 17 contains 2303 members 
Mstep: Class 18 contains 168667 members 
Mstep: Class 19 contains 43294 members 
Mstep: Class 20 contains 4483 members 
Mstep: Class 21 contains 96161 members 
Mstep: Class 22 contains 52174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29072424.000000 Penalty: 32375.896484
Iteration 70Q: 16 clusters Score -2.907242e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 5769 members 
Mstep: Class 7 contains 106532 members 
Mstep: Class 8 contains 10069 members 
Mstep: Class 10 contains 1315 members 
Mstep: Class 11 contains 3872 members 
Mstep: Class 12 contains 33633 members 
Mstep: Class 13 contains 47703 members 
Mstep: Class 14 contains 4284 members 
Mstep: Class 16 contains 6032 members 
Mstep: Class 17 contains 2295 members 
Mstep: Class 18 contains 168506 members 
Mstep: Class 19 contains 43199 members 
Mstep: Class 20 contains 4447 members 
Mstep: Class 21 contains 96964 members 
Mstep: Class 22 contains 52167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29072580.000000 Penalty: 32375.896484
Iteration 71Q: 16 clusters Score -2.907258e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 5669 members 
Mstep: Class 7 contains 105985 members 
Mstep: Class 8 contains 10176 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 3845 members 
Mstep: Class 12 contains 33699 members 
Mstep: Class 13 contains 47726 members 
Mstep: Class 14 contains 4286 members 
Mstep: Class 16 contains 6023 members 
Mstep: Class 17 contains 2285 members 
Mstep: Class 18 contains 168338 members 
Mstep: Class 19 contains 43110 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 21 contains 97761 members 
Mstep: Class 22 contains 52167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29072698.000000 Penalty: 32375.896484
Iteration 72Q: 16 clusters Score -2.90727e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 5579 members 
Mstep: Class 7 contains 105442 members 
Mstep: Class 8 contains 10293 members 
Mstep: Class 10 contains 1320 members 
Mstep: Class 11 contains 3813 members 
Mstep: Class 12 contains 33780 members 
Mstep: Class 13 contains 47740 members 
Mstep: Class 14 contains 4287 members 
Mstep: Class 16 contains 6021 members 
Mstep: Class 17 contains 2278 members 
Mstep: Class 18 contains 168160 members 
Mstep: Class 19 contains 43012 members 
Mstep: Class 20 contains 4350 members 
Mstep: Class 21 contains 98548 members 
Mstep: Class 22 contains 52164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29072818.000000 Penalty: 32375.896484
Iteration 73Q: 16 clusters Score -2.907282e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 5498 members 
Mstep: Class 7 contains 104897 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 10 contains 1320 members 
Mstep: Class 11 contains 3774 members 
Mstep: Class 12 contains 33853 members 
Mstep: Class 13 contains 47753 members 
Mstep: Class 14 contains 4283 members 
Mstep: Class 16 contains 6010 members 
Mstep: Class 17 contains 2273 members 
Mstep: Class 18 contains 168006 members 
Mstep: Class 19 contains 42885 members 
Mstep: Class 20 contains 4292 members 
Mstep: Class 21 contains 99360 members 
Mstep: Class 22 contains 52152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29073028.000000 Penalty: 32375.896484
Iteration 74Q: 16 clusters Score -2.907303e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 5417 members 
Mstep: Class 7 contains 104401 members 
Mstep: Class 8 contains 10567 members 
Mstep: Class 10 contains 1321 members 
Mstep: Class 11 contains 3725 members 
Mstep: Class 12 contains 33916 members 
Mstep: Class 13 contains 47770 members 
Mstep: Class 14 contains 4283 members 
Mstep: Class 16 contains 6007 members 
Mstep: Class 17 contains 2267 members 
Mstep: Class 18 contains 167861 members 
Mstep: Class 19 contains 42738 members 
Mstep: Class 20 contains 4224 members 
Mstep: Class 21 contains 100137 members 
Mstep: Class 22 contains 52153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29073130.000000 Penalty: 32375.896484
Iteration 75Q: 16 clusters Score -2.907313e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 5337 members 
Mstep: Class 7 contains 103881 members 
Mstep: Class 8 contains 10693 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 3675 members 
Mstep: Class 12 contains 33983 members 
Mstep: Class 13 contains 47779 members 
Mstep: Class 14 contains 4284 members 
Mstep: Class 16 contains 5999 members 
Mstep: Class 17 contains 2256 members 
Mstep: Class 18 contains 167715 members 
Mstep: Class 19 contains 42594 members 
Mstep: Class 20 contains 4173 members 
Mstep: Class 21 contains 100956 members 
Mstep: Class 22 contains 52144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29073174.000000 Penalty: 32375.896484
Iteration 76Q: 16 clusters Score -2.907317e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 5247 members 
Mstep: Class 7 contains 103350 members 
Mstep: Class 8 contains 10811 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 3624 members 
Mstep: Class 12 contains 34054 members 
Mstep: Class 13 contains 47788 members 
Mstep: Class 14 contains 4288 members 
Mstep: Class 16 contains 5985 members 
Mstep: Class 17 contains 2250 members 
Mstep: Class 18 contains 167574 members 
Mstep: Class 19 contains 42440 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 101785 members 
Mstep: Class 22 contains 52146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29073240.000000 Penalty: 32375.896484
Iteration 77Q: 16 clusters Score -2.907324e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 5162 members 
Mstep: Class 7 contains 102847 members 
Mstep: Class 8 contains 10917 members 
Mstep: Class 10 contains 1321 members 
Mstep: Class 11 contains 3579 members 
Mstep: Class 12 contains 34127 members 
Mstep: Class 13 contains 47803 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 16 contains 5977 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 167393 members 
Mstep: Class 19 contains 42315 members 
Mstep: Class 20 contains 4074 members 
Mstep: Class 21 contains 102586 members 
Mstep: Class 22 contains 52153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29073284.000000 Penalty: 32375.896484
Iteration 78Q: 16 clusters Score -2.907328e+07 nChanged 1307
Entering ConstructFrom: 
Score: -29073284.000000 Penalty: 32375.896484
Entering ConstructFrom: 
Trying to split cluster 4 (5083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Entering Unmasked Estep 
Score: -268275.875000 Penalty: 1386.719238
	Iteration 0F: 2 clusters Score -268275.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -264238.156250 Penalty: 2773.438477
	Iteration 0F: 3 clusters Score -264238.2 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -265371.000000 Penalty: 2773.438477
	Iteration 1F: 3 clusters Score -265371 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -265566.906250 Penalty: 2773.438477
	Iteration 2F: 3 clusters Score -265566.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -265698.281250 Penalty: 2773.438477
	Iteration 3F: 3 clusters Score -265698.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -265783.031250 Penalty: 2773.438477
	Iteration 4Q: 3 clusters Score -265783 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -265850.093750 Penalty: 2773.438477
	Iteration 5Q: 3 clusters Score -265850.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -265903.531250 Penalty: 2773.438477
	Iteration 6Q: 3 clusters Score -265903.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -265955.656250 Penalty: 2773.438477
	Iteration 7Q: 3 clusters Score -265955.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -265998.593750 Penalty: 2773.438477
	Iteration 8Q: 3 clusters Score -265998.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -266035.531250 Penalty: 2773.438477
	Iteration 9Q: 3 clusters Score -266035.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -266078.593750 Penalty: 2773.438477
	Iteration 10Q: 3 clusters Score -266078.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -266115.281250 Penalty: 2773.438477
	Iteration 11Q: 3 clusters Score -266115.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -266159.562500 Penalty: 2773.438477
	Iteration 12Q: 3 clusters Score -266159.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -266204.406250 Penalty: 2773.438477
	Iteration 13Q: 3 clusters Score -266204.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -266258.687500 Penalty: 2773.438477
	Iteration 14Q: 3 clusters Score -266258.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -266308.218750 Penalty: 2773.438477
	Iteration 15Q: 3 clusters Score -266308.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -266351.343750 Penalty: 2773.438477
	Iteration 16Q: 3 clusters Score -266351.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -266395.312500 Penalty: 2773.438477
	Iteration 17Q: 3 clusters Score -266395.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -266448.187500 Penalty: 2773.438477
	Iteration 18Q: 3 clusters Score -266448.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -266496.500000 Penalty: 2773.438477
	Iteration 19Q: 3 clusters Score -266496.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -266560.312500 Penalty: 2773.438477
	Iteration 20F: 3 clusters Score -266560.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -266612.843750 Penalty: 2773.438477
	Iteration 21Q: 3 clusters Score -266612.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -266658.656250 Penalty: 2773.438477
	Iteration 22Q: 3 clusters Score -266658.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -266688.593750 Penalty: 2773.438477
	Iteration 23Q: 3 clusters Score -266688.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -266714.843750 Penalty: 2773.438477
	Iteration 24Q: 3 clusters Score -266714.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -266743.250000 Penalty: 2773.438477
	Iteration 25Q: 3 clusters Score -266743.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -266780.906250 Penalty: 2773.438477
	Iteration 26Q: 3 clusters Score -266780.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -266821.125000 Penalty: 2773.438477
	Iteration 27Q: 3 clusters Score -266821.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -266860.625000 Penalty: 2773.438477
	Iteration 28Q: 3 clusters Score -266860.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -266887.812500 Penalty: 2773.438477
	Iteration 29Q: 3 clusters Score -266887.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -266908.312500 Penalty: 2773.438477
	Iteration 30Q: 3 clusters Score -266908.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -266934.375000 Penalty: 2773.438477
	Iteration 31Q: 3 clusters Score -266934.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -266954.625000 Penalty: 2773.438477
	Iteration 32Q: 3 clusters Score -266954.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -266965.875000 Penalty: 2773.438477
	Iteration 33Q: 3 clusters Score -266965.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -266975.312500 Penalty: 2773.438477
	Iteration 34Q: 3 clusters Score -266975.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -266983.718750 Penalty: 2773.438477
	Iteration 35Q: 3 clusters Score -266983.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -266993.406250 Penalty: 2773.438477
	Iteration 36Q: 3 clusters Score -266993.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -266998.937500 Penalty: 2773.438477
	Iteration 37Q: 3 clusters Score -266998.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -267000.937500 Penalty: 2773.438477
	Iteration 38Q: 3 clusters Score -267000.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -267003.468750 Penalty: 2773.438477
	Iteration 39Q: 3 clusters Score -267003.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -267008.906250 Penalty: 2773.438477
	Iteration 40F: 3 clusters Score -267008.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -267015.000000 Penalty: 2773.438477
	Iteration 41Q: 3 clusters Score -267015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -267018.500000 Penalty: 2773.438477
	Iteration 42Q: 3 clusters Score -267018.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -267021.343750 Penalty: 2773.438477
	Iteration 43Q: 3 clusters Score -267021.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -267023.250000 Penalty: 2773.438477
	Iteration 44Q: 3 clusters Score -267023.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -267025.718750 Penalty: 2773.438477
	Iteration 45Q: 3 clusters Score -267025.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -267027.125000 Penalty: 2773.438477
	Iteration 46Q: 3 clusters Score -267027.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -267031.562500 Penalty: 2773.438477
	Iteration 47Q: 3 clusters Score -267031.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -267034.468750 Penalty: 2773.438477
	Iteration 48Q: 3 clusters Score -267034.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -267035.562500 Penalty: 2773.438477
	Iteration 49Q: 3 clusters Score -267035.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -267035.906250 Penalty: 2773.438477
	Iteration 50Q: 3 clusters Score -267035.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -267036.156250 Penalty: 2773.438477
	Iteration 51Q: 3 clusters Score -267036.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -267036.156250 Penalty: 2773.438477
	Iteration 52F: 3 clusters Score -267036.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (102347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102347 members 
Entering Unmasked Estep 
Score: -5155929.000000 Penalty: 1874.620239
	Iteration 0F: 2 clusters Score -5155929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51009 members 
Mstep: Class 2 contains 51338 members 
Entering Unmasked Estep 
Score: -5087205.500000 Penalty: 3749.240479
	Iteration 0F: 3 clusters Score -5087206 nChanged 49384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50319 members 
Mstep: Class 2 contains 52028 members 
Entering Unmasked Estep 
Score: -5116498.500000 Penalty: 3749.240479
	Iteration 1F: 3 clusters Score -5116498 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49880 members 
Mstep: Class 2 contains 52467 members 
Entering Unmasked Estep 
Score: -5117604.500000 Penalty: 3749.240479
	Iteration 2Q: 3 clusters Score -5117604 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49142 members 
Mstep: Class 2 contains 53205 members 
Entering Unmasked Estep 
Score: -5119080.000000 Penalty: 3749.240479
	Iteration 3Q: 3 clusters Score -5119080 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47968 members 
Mstep: Class 2 contains 54379 members 
Entering Unmasked Estep 
Score: -5121143.500000 Penalty: 3749.240479
	Iteration 4Q: 3 clusters Score -5121144 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 56042 members 
Entering Unmasked Estep 
Score: -5123901.500000 Penalty: 3749.240479
	Iteration 5F: 3 clusters Score -5123902 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 58286 members 
Entering Unmasked Estep 
Score: -5127291.500000 Penalty: 3749.240479
	Iteration 6F: 3 clusters Score -5127292 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 60879 members 
Entering Unmasked Estep 
Score: -5131122.000000 Penalty: 3749.240479
	Iteration 7F: 3 clusters Score -5131122 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 63573 members 
Entering Unmasked Estep 
Score: -5135362.000000 Penalty: 3749.240479
	Iteration 8F: 3 clusters Score -5135362 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 65909 members 
Entering Unmasked Estep 
Score: -5139410.000000 Penalty: 3749.240479
	Iteration 9F: 3 clusters Score -5139410 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 67488 members 
Entering Unmasked Estep 
Score: -5142167.500000 Penalty: 3749.240479
	Iteration 10Q: 3 clusters Score -5142168 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 68470 members 
Entering Unmasked Estep 
Score: -5143592.500000 Penalty: 3749.240479
	Iteration 11Q: 3 clusters Score -5143592 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 69197 members 
Entering Unmasked Estep 
Score: -5144273.500000 Penalty: 3749.240479
	Iteration 12Q: 3 clusters Score -5144274 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 69787 members 
Entering Unmasked Estep 
Score: -5144669.000000 Penalty: 3749.240479
	Iteration 13Q: 3 clusters Score -5144669 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 70383 members 
Entering Unmasked Estep 
Score: -5144889.000000 Penalty: 3749.240479
	Iteration 14Q: 3 clusters Score -5144889 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 70920 members 
Entering Unmasked Estep 
Score: -5145072.500000 Penalty: 3749.240479
	Iteration 15Q: 3 clusters Score -5145072 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 71450 members 
Entering Unmasked Estep 
Score: -5145219.000000 Penalty: 3749.240479
	Iteration 16Q: 3 clusters Score -5145219 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 71970 members 
Entering Unmasked Estep 
Score: -5145372.500000 Penalty: 3749.240479
	Iteration 17Q: 3 clusters Score -5145372 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 72525 members 
Entering Unmasked Estep 
Score: -5145485.000000 Penalty: 3749.240479
	Iteration 18Q: 3 clusters Score -5145485 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 73111 members 
Entering Unmasked Estep 
Score: -5145602.000000 Penalty: 3749.240479
	Iteration 19Q: 3 clusters Score -5145602 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 73740 members 
Entering Unmasked Estep 
Score: -5145762.000000 Penalty: 3749.240479
	Iteration 20F: 3 clusters Score -5145762 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 74385 members 
Entering Unmasked Estep 
Score: -5145880.000000 Penalty: 3749.240479
	Iteration 21Q: 3 clusters Score -5145880 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 75055 members 
Entering Unmasked Estep 
Score: -5146008.000000 Penalty: 3749.240479
	Iteration 22Q: 3 clusters Score -5146008 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 75765 members 
Entering Unmasked Estep 
Score: -5146139.500000 Penalty: 3749.240479
	Iteration 23Q: 3 clusters Score -5146140 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 76484 members 
Entering Unmasked Estep 
Score: -5146280.000000 Penalty: 3749.240479
	Iteration 24Q: 3 clusters Score -5146280 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 77289 members 
Entering Unmasked Estep 
Score: -5146472.000000 Penalty: 3749.240479
	Iteration 25Q: 3 clusters Score -5146472 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 78174 members 
Entering Unmasked Estep 
Score: -5146669.000000 Penalty: 3749.240479
	Iteration 26Q: 3 clusters Score -5146669 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 79104 members 
Entering Unmasked Estep 
Score: -5146913.000000 Penalty: 3749.240479
	Iteration 27Q: 3 clusters Score -5146913 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 80100 members 
Entering Unmasked Estep 
Score: -5147172.000000 Penalty: 3749.240479
	Iteration 28Q: 3 clusters Score -5147172 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 81091 members 
Entering Unmasked Estep 
Score: -5147460.500000 Penalty: 3749.240479
	Iteration 29Q: 3 clusters Score -5147460 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 82156 members 
Entering Unmasked Estep 
Score: -5147771.000000 Penalty: 3749.240479
	Iteration 30Q: 3 clusters Score -5147771 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 83252 members 
Entering Unmasked Estep 
Score: -5148139.000000 Penalty: 3749.240479
	Iteration 31Q: 3 clusters Score -5148139 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 84350 members 
Entering Unmasked Estep 
Score: -5148509.000000 Penalty: 3749.240479
	Iteration 32Q: 3 clusters Score -5148509 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 85483 members 
Entering Unmasked Estep 
Score: -5148897.500000 Penalty: 3749.240479
	Iteration 33Q: 3 clusters Score -5148898 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 86607 members 
Entering Unmasked Estep 
Score: -5149259.000000 Penalty: 3749.240479
	Iteration 34Q: 3 clusters Score -5149259 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 87716 members 
Entering Unmasked Estep 
Score: -5149651.000000 Penalty: 3749.240479
	Iteration 35Q: 3 clusters Score -5149651 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 88783 members 
Entering Unmasked Estep 
Score: -5150011.000000 Penalty: 3749.240479
	Iteration 36Q: 3 clusters Score -5150011 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 89857 members 
Entering Unmasked Estep 
Score: -5150385.000000 Penalty: 3749.240479
	Iteration 37Q: 3 clusters Score -5150385 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 90867 members 
Entering Unmasked Estep 
Score: -5150725.000000 Penalty: 3749.240479
	Iteration 38Q: 3 clusters Score -5150725 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 91825 members 
Entering Unmasked Estep 
Score: -5151066.000000 Penalty: 3749.240479
	Iteration 39Q: 3 clusters Score -5151066 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 92745 members 
Entering Unmasked Estep 
Score: -5151398.000000 Penalty: 3749.240479
	Iteration 40F: 3 clusters Score -5151398 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 93651 members 
Entering Unmasked Estep 
Score: -5151728.500000 Penalty: 3749.240479
	Iteration 41Q: 3 clusters Score -5151728 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 94528 members 
Entering Unmasked Estep 
Score: -5152069.500000 Penalty: 3749.240479
	Iteration 42Q: 3 clusters Score -5152070 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 95374 members 
Entering Unmasked Estep 
Score: -5152393.500000 Penalty: 3749.240479
	Iteration 43Q: 3 clusters Score -5152394 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 96122 members 
Entering Unmasked Estep 
Score: -5152702.000000 Penalty: 3749.240479
	Iteration 44Q: 3 clusters Score -5152702 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 96756 members 
Entering Unmasked Estep 
Score: -5152953.000000 Penalty: 3749.240479
	Iteration 45Q: 3 clusters Score -5152953 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 97370 members 
Entering Unmasked Estep 
Score: -5153204.000000 Penalty: 3749.240479
	Iteration 46Q: 3 clusters Score -5153204 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 97920 members 
Entering Unmasked Estep 
Score: -5153418.500000 Penalty: 3749.240479
	Iteration 47Q: 3 clusters Score -5153418 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 98421 members 
Entering Unmasked Estep 
Score: -5153595.000000 Penalty: 3749.240479
	Iteration 48Q: 3 clusters Score -5153595 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 98838 members 
Entering Unmasked Estep 
Score: -5153748.000000 Penalty: 3749.240479
	Iteration 49Q: 3 clusters Score -5153748 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 99157 members 
Entering Unmasked Estep 
Score: -5153880.500000 Penalty: 3749.240479
	Iteration 50Q: 3 clusters Score -5153880 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 99452 members 
Entering Unmasked Estep 
Score: -5153988.500000 Penalty: 3749.240479
	Iteration 51Q: 3 clusters Score -5153988 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 99696 members 
Entering Unmasked Estep 
Score: -5154089.000000 Penalty: 3749.240479
	Iteration 52Q: 3 clusters Score -5154089 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 99861 members 
Entering Unmasked Estep 
Score: -5154152.500000 Penalty: 3749.240479
	Iteration 53Q: 3 clusters Score -5154152 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 100059 members 
Entering Unmasked Estep 
Score: -5154230.000000 Penalty: 3749.240479
	Iteration 54Q: 3 clusters Score -5154230 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 100210 members 
Entering Unmasked Estep 
Score: -5154281.500000 Penalty: 3749.240479
	Iteration 55Q: 3 clusters Score -5154282 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 100350 members 
Entering Unmasked Estep 
Score: -5154335.000000 Penalty: 3749.240479
	Iteration 56Q: 3 clusters Score -5154335 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 100463 members 
Entering Unmasked Estep 
Score: -5154361.500000 Penalty: 3749.240479
	Iteration 57Q: 3 clusters Score -5154362 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 100576 members 
Entering Unmasked Estep 
Score: -5154405.500000 Penalty: 3749.240479
	Iteration 58Q: 3 clusters Score -5154406 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 100654 members 
Entering Unmasked Estep 
Score: -5154431.500000 Penalty: 3749.240479
	Iteration 59Q: 3 clusters Score -5154432 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 100728 members 
Entering Unmasked Estep 
Score: -5154447.500000 Penalty: 3749.240479
	Iteration 60F: 3 clusters Score -5154448 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 100789 members 
Entering Unmasked Estep 
Score: -5154480.000000 Penalty: 3749.240479
	Iteration 61Q: 3 clusters Score -5154480 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 100831 members 
Entering Unmasked Estep 
Score: -5154486.500000 Penalty: 3749.240479
	Iteration 62Q: 3 clusters Score -5154486 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 100867 members 
Entering Unmasked Estep 
Score: -5154502.500000 Penalty: 3749.240479
	Iteration 63Q: 3 clusters Score -5154502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 100891 members 
Entering Unmasked Estep 
Score: -5154506.500000 Penalty: 3749.240479
	Iteration 64Q: 3 clusters Score -5154506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 100916 members 
Entering Unmasked Estep 
Score: -5154514.000000 Penalty: 3749.240479
	Iteration 65Q: 3 clusters Score -5154514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 100928 members 
Entering Unmasked Estep 
Score: -5154516.500000 Penalty: 3749.240479
	Iteration 66Q: 3 clusters Score -5154516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 100935 members 
Entering Unmasked Estep 
Score: -5154523.000000 Penalty: 3749.240479
	Iteration 67Q: 3 clusters Score -5154523 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 100947 members 
Entering Unmasked Estep 
Score: -5154526.500000 Penalty: 3749.240479
	Iteration 68Q: 3 clusters Score -5154526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 100967 members 
Entering Unmasked Estep 
Score: -5154537.000000 Penalty: 3749.240479
	Iteration 69Q: 3 clusters Score -5154537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 100980 members 
Entering Unmasked Estep 
Score: -5154555.500000 Penalty: 3749.240479
	Iteration 70Q: 3 clusters Score -5154556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 100988 members 
Entering Unmasked Estep 
Score: -5154565.500000 Penalty: 3749.240479
	Iteration 71Q: 3 clusters Score -5154566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 101002 members 
Entering Unmasked Estep 
Score: -5154574.000000 Penalty: 3749.240479
	Iteration 72Q: 3 clusters Score -5154574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 101017 members 
Entering Unmasked Estep 
Score: -5154571.500000 Penalty: 3749.240479
	Iteration 73Q: 3 clusters Score -5154572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 101032 members 
Entering Unmasked Estep 
Score: -5154573.500000 Penalty: 3749.240479
	Iteration 74Q: 3 clusters Score -5154574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 101046 members 
Entering Unmasked Estep 
Score: -5154585.000000 Penalty: 3749.240479
	Iteration 75Q: 3 clusters Score -5154585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 101059 members 
Entering Unmasked Estep 
Score: -5154589.000000 Penalty: 3749.240479
	Iteration 76Q: 3 clusters Score -5154589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 101071 members 
Entering Unmasked Estep 
Score: -5154595.000000 Penalty: 3749.240479
	Iteration 77Q: 3 clusters Score -5154595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 101082 members 
Entering Unmasked Estep 
Score: -5154597.000000 Penalty: 3749.240479
	Iteration 78Q: 3 clusters Score -5154597 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 101099 members 
Entering Unmasked Estep 
Score: -5154593.500000 Penalty: 3749.240479
	Iteration 79Q: 3 clusters Score -5154594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 101114 members 
Entering Unmasked Estep 
Score: -5154597.500000 Penalty: 3749.240479
	Iteration 80F: 3 clusters Score -5154598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 101125 members 
Entering Unmasked Estep 
Score: -5154601.500000 Penalty: 3749.240479
	Iteration 81Q: 3 clusters Score -5154602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 101133 members 
Entering Unmasked Estep 
Score: -5154604.000000 Penalty: 3749.240479
	Iteration 82Q: 3 clusters Score -5154604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 101139 members 
Entering Unmasked Estep 
Score: -5154601.500000 Penalty: 3749.240479
	Iteration 83Q: 3 clusters Score -5154602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 101146 members 
Entering Unmasked Estep 
Score: -5154605.000000 Penalty: 3749.240479
	Iteration 84Q: 3 clusters Score -5154605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 101153 members 
Entering Unmasked Estep 
Score: -5154603.500000 Penalty: 3749.240479
	Iteration 85Q: 3 clusters Score -5154604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 101159 members 
Entering Unmasked Estep 
Score: -5154607.000000 Penalty: 3749.240479
	Iteration 86Q: 3 clusters Score -5154607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 101161 members 
Entering Unmasked Estep 
Score: -5154614.500000 Penalty: 3749.240479
	Iteration 87Q: 3 clusters Score -5154614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 101162 members 
Entering Unmasked Estep 
Score: -5154609.500000 Penalty: 3749.240479
	Iteration 88Q: 3 clusters Score -5154610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 101162 members 
Entering Unmasked Estep 
Score: -5154614.000000 Penalty: 3749.240479
	Iteration 89Q: 3 clusters Score -5154614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 101162 members 
Entering Unmasked Estep 
Score: -5154616.000000 Penalty: 3749.240479
	Iteration 90Q: 3 clusters Score -5154616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 101161 members 
Entering Unmasked Estep 
Score: -5154614.000000 Penalty: 3749.240479
	Iteration 91Q: 3 clusters Score -5154614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 101161 members 
Entering Unmasked Estep 
Score: -5154613.500000 Penalty: 3749.240479
	Iteration 92Q: 3 clusters Score -5154614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 101161 members 
Entering Unmasked Estep 
Score: -5154614.000000 Penalty: 3749.240479
	Iteration 93Q: 3 clusters Score -5154614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 101161 members 
Entering Unmasked Estep 
Score: -5154614.000000 Penalty: 3749.240479
	Iteration 94F: 3 clusters Score -5154614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Entering Unmasked Estep 
Score: -548603.937500 Penalty: 1512.182983
	Iteration 0F: 2 clusters Score -548603.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -540914.437500 Penalty: 3024.365967
	Iteration 0F: 3 clusters Score -540914.4 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -543353.687500 Penalty: 3024.365967
	Iteration 1F: 3 clusters Score -543353.7 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -543541.250000 Penalty: 3024.365967
	Iteration 2F: 3 clusters Score -543541.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -543701.437500 Penalty: 3024.365967
	Iteration 3Q: 3 clusters Score -543701.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -543825.500000 Penalty: 3024.365967
	Iteration 4Q: 3 clusters Score -543825.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -543920.812500 Penalty: 3024.365967
	Iteration 5Q: 3 clusters Score -543920.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -543992.937500 Penalty: 3024.365967
	Iteration 6Q: 3 clusters Score -543992.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -544066.687500 Penalty: 3024.365967
	Iteration 7Q: 3 clusters Score -544066.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -544142.000000 Penalty: 3024.365967
	Iteration 8Q: 3 clusters Score -544142 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -544228.875000 Penalty: 3024.365967
	Iteration 9Q: 3 clusters Score -544228.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -544346.750000 Penalty: 3024.365967
	Iteration 10Q: 3 clusters Score -544346.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -544486.000000 Penalty: 3024.365967
	Iteration 11Q: 3 clusters Score -544486 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -544633.937500 Penalty: 3024.365967
	Iteration 12Q: 3 clusters Score -544633.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -544845.312500 Penalty: 3024.365967
	Iteration 13Q: 3 clusters Score -544845.3 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -545111.312500 Penalty: 3024.365967
	Iteration 14Q: 3 clusters Score -545111.3 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -545471.250000 Penalty: 3024.365967
	Iteration 15Q: 3 clusters Score -545471.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -545927.687500 Penalty: 3024.365967
	Iteration 16Q: 3 clusters Score -545927.7 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -546392.687500 Penalty: 3024.365967
	Iteration 17Q: 3 clusters Score -546392.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -546763.250000 Penalty: 3024.365967
	Iteration 18Q: 3 clusters Score -546763.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -547035.312500 Penalty: 3024.365967
	Iteration 19Q: 3 clusters Score -547035.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -547209.062500 Penalty: 3024.365967
	Iteration 20F: 3 clusters Score -547209.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -547331.000000 Penalty: 3024.365967
	Iteration 21Q: 3 clusters Score -547331 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -547388.750000 Penalty: 3024.365967
	Iteration 22Q: 3 clusters Score -547388.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -547415.750000 Penalty: 3024.365967
	Iteration 23Q: 3 clusters Score -547415.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -547426.500000 Penalty: 3024.365967
	Iteration 24Q: 3 clusters Score -547426.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -547436.062500 Penalty: 3024.365967
	Iteration 25Q: 3 clusters Score -547436.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -547440.250000 Penalty: 3024.365967
	Iteration 26Q: 3 clusters Score -547440.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -547444.062500 Penalty: 3024.365967
	Iteration 27Q: 3 clusters Score -547444.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -547445.375000 Penalty: 3024.365967
	Iteration 28Q: 3 clusters Score -547445.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -547446.562500 Penalty: 3024.365967
	Iteration 29Q: 3 clusters Score -547446.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -547446.625000 Penalty: 3024.365967
	Iteration 30Q: 3 clusters Score -547446.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -547446.437500 Penalty: 3024.365967
	Iteration 31Q: 3 clusters Score -547446.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -547446.625000 Penalty: 3024.365967
	Iteration 32Q: 3 clusters Score -547446.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -547446.625000 Penalty: 3024.365967
	Iteration 33F: 3 clusters Score -547446.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Entering Unmasked Estep 
Score: -67287.734375 Penalty: 1167.502197
	Iteration 0F: 2 clusters Score -67287.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -65613.757812 Penalty: 2335.004395
	Iteration 0F: 3 clusters Score -65613.76 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -65919.914062 Penalty: 2335.004395
	Iteration 1F: 3 clusters Score -65919.91 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -66002.078125 Penalty: 2335.004395
	Iteration 2F: 3 clusters Score -66002.08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -66045.460938 Penalty: 2335.004395
	Iteration 3Q: 3 clusters Score -66045.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -66069.164062 Penalty: 2335.004395
	Iteration 4Q: 3 clusters Score -66069.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -66089.437500 Penalty: 2335.004395
	Iteration 5Q: 3 clusters Score -66089.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -66102.531250 Penalty: 2335.004395
	Iteration 6Q: 3 clusters Score -66102.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -66111.453125 Penalty: 2335.004395
	Iteration 7Q: 3 clusters Score -66111.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -66117.445312 Penalty: 2335.004395
	Iteration 8Q: 3 clusters Score -66117.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -66121.867188 Penalty: 2335.004395
	Iteration 9Q: 3 clusters Score -66121.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -66125.460938 Penalty: 2335.004395
	Iteration 10Q: 3 clusters Score -66125.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -66127.117188 Penalty: 2335.004395
	Iteration 11Q: 3 clusters Score -66127.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -66128.296875 Penalty: 2335.004395
	Iteration 12Q: 3 clusters Score -66128.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -66130.015625 Penalty: 2335.004395
	Iteration 13Q: 3 clusters Score -66130.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -66130.812500 Penalty: 2335.004395
	Iteration 14Q: 3 clusters Score -66130.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -66130.812500 Penalty: 2335.004395
	Iteration 15F: 3 clusters Score -66130.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Entering Unmasked Estep 
Score: -187366.390625 Penalty: 1328.480713
	Iteration 0F: 2 clusters Score -187366.4 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 1781 members 
Entering Unmasked Estep 
Score: -184262.671875 Penalty: 2656.961426
	Iteration 0F: 3 clusters Score -184262.7 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -185056.234375 Penalty: 2656.961426
	Iteration 1F: 3 clusters Score -185056.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -185199.015625 Penalty: 2656.961426
	Iteration 2F: 3 clusters Score -185199 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -185273.265625 Penalty: 2656.961426
	Iteration 3Q: 3 clusters Score -185273.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -185333.265625 Penalty: 2656.961426
	Iteration 4Q: 3 clusters Score -185333.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -185373.203125 Penalty: 2656.961426
	Iteration 5Q: 3 clusters Score -185373.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -185396.406250 Penalty: 2656.961426
	Iteration 6Q: 3 clusters Score -185396.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -185422.250000 Penalty: 2656.961426
	Iteration 7Q: 3 clusters Score -185422.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -185445.203125 Penalty: 2656.961426
	Iteration 8Q: 3 clusters Score -185445.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -185467.484375 Penalty: 2656.961426
	Iteration 9Q: 3 clusters Score -185467.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -185484.093750 Penalty: 2656.961426
	Iteration 10Q: 3 clusters Score -185484.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -185497.562500 Penalty: 2656.961426
	Iteration 11Q: 3 clusters Score -185497.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -185508.578125 Penalty: 2656.961426
	Iteration 12Q: 3 clusters Score -185508.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -185522.109375 Penalty: 2656.961426
	Iteration 13Q: 3 clusters Score -185522.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -185540.671875 Penalty: 2656.961426
	Iteration 14Q: 3 clusters Score -185540.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -185554.031250 Penalty: 2656.961426
	Iteration 15Q: 3 clusters Score -185554 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -185565.156250 Penalty: 2656.961426
	Iteration 16Q: 3 clusters Score -185565.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -185571.953125 Penalty: 2656.961426
	Iteration 17Q: 3 clusters Score -185572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -185579.234375 Penalty: 2656.961426
	Iteration 18Q: 3 clusters Score -185579.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -185587.921875 Penalty: 2656.961426
	Iteration 19Q: 3 clusters Score -185587.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -185596.875000 Penalty: 2656.961426
	Iteration 20F: 3 clusters Score -185596.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -185604.078125 Penalty: 2656.961426
	Iteration 21Q: 3 clusters Score -185604.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -185610.203125 Penalty: 2656.961426
	Iteration 22Q: 3 clusters Score -185610.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -185617.671875 Penalty: 2656.961426
	Iteration 23Q: 3 clusters Score -185617.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -185626.687500 Penalty: 2656.961426
	Iteration 24Q: 3 clusters Score -185626.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -185635.984375 Penalty: 2656.961426
	Iteration 25Q: 3 clusters Score -185636 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -185644.875000 Penalty: 2656.961426
	Iteration 26Q: 3 clusters Score -185644.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -185654.312500 Penalty: 2656.961426
	Iteration 27Q: 3 clusters Score -185654.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -185665.531250 Penalty: 2656.961426
	Iteration 28Q: 3 clusters Score -185665.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -185676.843750 Penalty: 2656.961426
	Iteration 29Q: 3 clusters Score -185676.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -185686.859375 Penalty: 2656.961426
	Iteration 30Q: 3 clusters Score -185686.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -185696.625000 Penalty: 2656.961426
	Iteration 31Q: 3 clusters Score -185696.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -185716.359375 Penalty: 2656.961426
	Iteration 32Q: 3 clusters Score -185716.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -185743.359375 Penalty: 2656.961426
	Iteration 33Q: 3 clusters Score -185743.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -185761.750000 Penalty: 2656.961426
	Iteration 34Q: 3 clusters Score -185761.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -185777.281250 Penalty: 2656.961426
	Iteration 35Q: 3 clusters Score -185777.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -185792.218750 Penalty: 2656.961426
	Iteration 36Q: 3 clusters Score -185792.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -185799.843750 Penalty: 2656.961426
	Iteration 37Q: 3 clusters Score -185799.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -185804.281250 Penalty: 2656.961426
	Iteration 38Q: 3 clusters Score -185804.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -185809.671875 Penalty: 2656.961426
	Iteration 39Q: 3 clusters Score -185809.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -185816.703125 Penalty: 2656.961426
	Iteration 40F: 3 clusters Score -185816.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -185822.515625 Penalty: 2656.961426
	Iteration 41Q: 3 clusters Score -185822.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -185825.921875 Penalty: 2656.961426
	Iteration 42Q: 3 clusters Score -185825.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -185829.406250 Penalty: 2656.961426
	Iteration 43Q: 3 clusters Score -185829.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -185832.140625 Penalty: 2656.961426
	Iteration 44Q: 3 clusters Score -185832.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -185835.203125 Penalty: 2656.961426
	Iteration 45Q: 3 clusters Score -185835.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -185837.812500 Penalty: 2656.961426
	Iteration 46Q: 3 clusters Score -185837.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -185840.609375 Penalty: 2656.961426
	Iteration 47Q: 3 clusters Score -185840.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -185842.421875 Penalty: 2656.961426
	Iteration 48Q: 3 clusters Score -185842.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -185845.453125 Penalty: 2656.961426
	Iteration 49Q: 3 clusters Score -185845.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -185848.000000 Penalty: 2656.961426
	Iteration 50Q: 3 clusters Score -185848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -185850.968750 Penalty: 2656.961426
	Iteration 51Q: 3 clusters Score -185851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -185852.375000 Penalty: 2656.961426
	Iteration 52Q: 3 clusters Score -185852.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -185854.406250 Penalty: 2656.961426
	Iteration 53Q: 3 clusters Score -185854.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -185855.984375 Penalty: 2656.961426
	Iteration 54Q: 3 clusters Score -185856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -185858.718750 Penalty: 2656.961426
	Iteration 55Q: 3 clusters Score -185858.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -185860.875000 Penalty: 2656.961426
	Iteration 56Q: 3 clusters Score -185860.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -185863.234375 Penalty: 2656.961426
	Iteration 57Q: 3 clusters Score -185863.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -185867.656250 Penalty: 2656.961426
	Iteration 58Q: 3 clusters Score -185867.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -185870.062500 Penalty: 2656.961426
	Iteration 59Q: 3 clusters Score -185870.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -185872.250000 Penalty: 2656.961426
	Iteration 60F: 3 clusters Score -185872.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -185873.890625 Penalty: 2656.961426
	Iteration 61Q: 3 clusters Score -185873.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -185875.187500 Penalty: 2656.961426
	Iteration 62Q: 3 clusters Score -185875.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -185877.031250 Penalty: 2656.961426
	Iteration 63Q: 3 clusters Score -185877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -185879.968750 Penalty: 2656.961426
	Iteration 64Q: 3 clusters Score -185880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -185880.484375 Penalty: 2656.961426
	Iteration 65Q: 3 clusters Score -185880.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -185881.531250 Penalty: 2656.961426
	Iteration 66Q: 3 clusters Score -185881.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -185882.156250 Penalty: 2656.961426
	Iteration 67Q: 3 clusters Score -185882.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -185882.640625 Penalty: 2656.961426
	Iteration 68Q: 3 clusters Score -185882.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -185882.828125 Penalty: 2656.961426
	Iteration 69Q: 3 clusters Score -185882.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -185882.828125 Penalty: 2656.961426
	Iteration 70F: 3 clusters Score -185882.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (34200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Entering Unmasked Estep 
Score: -1818816.500000 Penalty: 1696.496826
	Iteration 0F: 2 clusters Score -1818816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -1795909.000000 Penalty: 3392.993652
	Iteration 0F: 3 clusters Score -1795909 nChanged 15771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -1804581.875000 Penalty: 3392.993652
	Iteration 1F: 3 clusters Score -1804582 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -1804984.875000 Penalty: 3392.993652
	Iteration 2Q: 3 clusters Score -1804985 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -1805431.625000 Penalty: 3392.993652
	Iteration 3Q: 3 clusters Score -1805432 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -1806015.625000 Penalty: 3392.993652
	Iteration 4Q: 3 clusters Score -1806016 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -1806849.500000 Penalty: 3392.993652
	Iteration 5Q: 3 clusters Score -1806850 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -1808050.625000 Penalty: 3392.993652
	Iteration 6Q: 3 clusters Score -1808051 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -1809554.000000 Penalty: 3392.993652
	Iteration 7F: 3 clusters Score -1809554 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -1811139.500000 Penalty: 3392.993652
	Iteration 8F: 3 clusters Score -1811140 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -1812746.500000 Penalty: 3392.993652
	Iteration 9F: 3 clusters Score -1812746 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -1814081.875000 Penalty: 3392.993652
	Iteration 10Q: 3 clusters Score -1814082 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -1815101.875000 Penalty: 3392.993652
	Iteration 11Q: 3 clusters Score -1815102 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -1815800.125000 Penalty: 3392.993652
	Iteration 12Q: 3 clusters Score -1815800 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -1816267.000000 Penalty: 3392.993652
	Iteration 13Q: 3 clusters Score -1816267 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -1816566.000000 Penalty: 3392.993652
	Iteration 14Q: 3 clusters Score -1816566 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -1816811.875000 Penalty: 3392.993652
	Iteration 15Q: 3 clusters Score -1816812 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -1816968.250000 Penalty: 3392.993652
	Iteration 16Q: 3 clusters Score -1816968 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -1817080.500000 Penalty: 3392.993652
	Iteration 17Q: 3 clusters Score -1817080 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -1817139.500000 Penalty: 3392.993652
	Iteration 18Q: 3 clusters Score -1817140 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -1817192.000000 Penalty: 3392.993652
	Iteration 19Q: 3 clusters Score -1817192 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -1817242.625000 Penalty: 3392.993652
	Iteration 20F: 3 clusters Score -1817243 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -1817292.750000 Penalty: 3392.993652
	Iteration 21Q: 3 clusters Score -1817293 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -1817325.375000 Penalty: 3392.993652
	Iteration 22Q: 3 clusters Score -1817325 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -1817352.125000 Penalty: 3392.993652
	Iteration 23Q: 3 clusters Score -1817352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -1817363.375000 Penalty: 3392.993652
	Iteration 24Q: 3 clusters Score -1817363 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -1817378.750000 Penalty: 3392.993652
	Iteration 25Q: 3 clusters Score -1817379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -1817396.125000 Penalty: 3392.993652
	Iteration 26Q: 3 clusters Score -1817396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -1817402.125000 Penalty: 3392.993652
	Iteration 27Q: 3 clusters Score -1817402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -1817403.500000 Penalty: 3392.993652
	Iteration 28Q: 3 clusters Score -1817404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -1817407.750000 Penalty: 3392.993652
	Iteration 29Q: 3 clusters Score -1817408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -1817412.125000 Penalty: 3392.993652
	Iteration 30Q: 3 clusters Score -1817412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -1817414.250000 Penalty: 3392.993652
	Iteration 31Q: 3 clusters Score -1817414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -1817419.000000 Penalty: 3392.993652
	Iteration 32Q: 3 clusters Score -1817419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -1817418.000000 Penalty: 3392.993652
	Iteration 33Q: 3 clusters Score -1817418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -1817420.000000 Penalty: 3392.993652
	Iteration 34Q: 3 clusters Score -1817420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -1817420.250000 Penalty: 3392.993652
	Iteration 35Q: 3 clusters Score -1817420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -1817422.125000 Penalty: 3392.993652
	Iteration 36Q: 3 clusters Score -1817422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -1817422.500000 Penalty: 3392.993652
	Iteration 37Q: 3 clusters Score -1817422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -1817423.500000 Penalty: 3392.993652
	Iteration 38Q: 3 clusters Score -1817424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -1817424.000000 Penalty: 3392.993652
	Iteration 39Q: 3 clusters Score -1817424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -1817426.000000 Penalty: 3392.993652
	Iteration 40F: 3 clusters Score -1817426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -1817424.875000 Penalty: 3392.993652
	Iteration 41Q: 3 clusters Score -1817425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -1817426.500000 Penalty: 3392.993652
	Iteration 42Q: 3 clusters Score -1817426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -1817427.125000 Penalty: 3392.993652
	Iteration 43Q: 3 clusters Score -1817427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -1817428.500000 Penalty: 3392.993652
	Iteration 44Q: 3 clusters Score -1817428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -1817428.250000 Penalty: 3392.993652
	Iteration 45Q: 3 clusters Score -1817428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -1817428.250000 Penalty: 3392.993652
	Iteration 46F: 3 clusters Score -1817428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (47814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47814 members 
Entering Unmasked Estep 
Score: -2469680.500000 Penalty: 1750.949585
	Iteration 0F: 2 clusters Score -2469680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -2437767.250000 Penalty: 3501.899170
	Iteration 0F: 3 clusters Score -2437767 nChanged 22284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -2450886.500000 Penalty: 3501.899170
	Iteration 1F: 3 clusters Score -2450886 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2451888.000000 Penalty: 3501.899170
	Iteration 2Q: 3 clusters Score -2451888 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -2453401.250000 Penalty: 3501.899170
	Iteration 3F: 3 clusters Score -2453401 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2455714.750000 Penalty: 3501.899170
	Iteration 4F: 3 clusters Score -2455715 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2458947.250000 Penalty: 3501.899170
	Iteration 5F: 3 clusters Score -2458947 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2462521.500000 Penalty: 3501.899170
	Iteration 6F: 3 clusters Score -2462522 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2465358.250000 Penalty: 3501.899170
	Iteration 7F: 3 clusters Score -2465358 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46248 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2466982.000000 Penalty: 3501.899170
	Iteration 8Q: 3 clusters Score -2466982 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47042 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2467730.750000 Penalty: 3501.899170
	Iteration 9Q: 3 clusters Score -2467731 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47350 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2468004.000000 Penalty: 3501.899170
	Iteration 10Q: 3 clusters Score -2468004 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47477 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2468125.000000 Penalty: 3501.899170
	Iteration 11Q: 3 clusters Score -2468125 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2468186.750000 Penalty: 3501.899170
	Iteration 12Q: 3 clusters Score -2468187 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47561 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2468219.000000 Penalty: 3501.899170
	Iteration 13Q: 3 clusters Score -2468219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47574 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2468229.500000 Penalty: 3501.899170
	Iteration 14Q: 3 clusters Score -2468230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47581 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2468247.250000 Penalty: 3501.899170
	Iteration 15Q: 3 clusters Score -2468247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47589 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2468262.000000 Penalty: 3501.899170
	Iteration 16Q: 3 clusters Score -2468262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2468270.750000 Penalty: 3501.899170
	Iteration 17Q: 3 clusters Score -2468271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47603 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2468284.250000 Penalty: 3501.899170
	Iteration 18Q: 3 clusters Score -2468284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47606 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2468286.000000 Penalty: 3501.899170
	Iteration 19Q: 3 clusters Score -2468286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47605 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2468287.500000 Penalty: 3501.899170
	Iteration 20F: 3 clusters Score -2468288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47606 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2468287.000000 Penalty: 3501.899170
	Iteration 21Q: 3 clusters Score -2468287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47606 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2468287.000000 Penalty: 3501.899170
	Iteration 22F: 3 clusters Score -2468287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Entering Unmasked Estep 
Score: -199223.250000 Penalty: 1359.572998
	Iteration 0F: 2 clusters Score -199223.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -195682.078125 Penalty: 2719.145996
	Iteration 0F: 3 clusters Score -195682.1 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -196664.375000 Penalty: 2719.145996
	Iteration 1F: 3 clusters Score -196664.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -196848.093750 Penalty: 2719.145996
	Iteration 2F: 3 clusters Score -196848.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -196982.500000 Penalty: 2719.145996
	Iteration 3F: 3 clusters Score -196982.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -197099.421875 Penalty: 2719.145996
	Iteration 4Q: 3 clusters Score -197099.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -197212.890625 Penalty: 2719.145996
	Iteration 5Q: 3 clusters Score -197212.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -197335.046875 Penalty: 2719.145996
	Iteration 6Q: 3 clusters Score -197335 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -197454.640625 Penalty: 2719.145996
	Iteration 7Q: 3 clusters Score -197454.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -197578.375000 Penalty: 2719.145996
	Iteration 8Q: 3 clusters Score -197578.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -197704.406250 Penalty: 2719.145996
	Iteration 9Q: 3 clusters Score -197704.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -197826.656250 Penalty: 2719.145996
	Iteration 10Q: 3 clusters Score -197826.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -197915.718750 Penalty: 2719.145996
	Iteration 11Q: 3 clusters Score -197915.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -197975.687500 Penalty: 2719.145996
	Iteration 12Q: 3 clusters Score -197975.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -198032.062500 Penalty: 2719.145996
	Iteration 13Q: 3 clusters Score -198032.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -198082.171875 Penalty: 2719.145996
	Iteration 14Q: 3 clusters Score -198082.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -198118.656250 Penalty: 2719.145996
	Iteration 15Q: 3 clusters Score -198118.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -198145.625000 Penalty: 2719.145996
	Iteration 16Q: 3 clusters Score -198145.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -198174.218750 Penalty: 2719.145996
	Iteration 17Q: 3 clusters Score -198174.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -198205.515625 Penalty: 2719.145996
	Iteration 18Q: 3 clusters Score -198205.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -198223.546875 Penalty: 2719.145996
	Iteration 19Q: 3 clusters Score -198223.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -198243.015625 Penalty: 2719.145996
	Iteration 20F: 3 clusters Score -198243 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -198257.750000 Penalty: 2719.145996
	Iteration 21Q: 3 clusters Score -198257.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -198273.390625 Penalty: 2719.145996
	Iteration 22Q: 3 clusters Score -198273.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -198282.734375 Penalty: 2719.145996
	Iteration 23Q: 3 clusters Score -198282.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -198289.546875 Penalty: 2719.145996
	Iteration 24Q: 3 clusters Score -198289.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -198296.375000 Penalty: 2719.145996
	Iteration 25Q: 3 clusters Score -198296.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -198298.718750 Penalty: 2719.145996
	Iteration 26Q: 3 clusters Score -198298.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -198303.125000 Penalty: 2719.145996
	Iteration 27Q: 3 clusters Score -198303.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -198306.125000 Penalty: 2719.145996
	Iteration 28Q: 3 clusters Score -198306.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -198308.015625 Penalty: 2719.145996
	Iteration 29Q: 3 clusters Score -198308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -198309.140625 Penalty: 2719.145996
	Iteration 30Q: 3 clusters Score -198309.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -198310.875000 Penalty: 2719.145996
	Iteration 31Q: 3 clusters Score -198310.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -198312.062500 Penalty: 2719.145996
	Iteration 32Q: 3 clusters Score -198312.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -198312.046875 Penalty: 2719.145996
	Iteration 33Q: 3 clusters Score -198312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -198312.046875 Penalty: 2719.145996
	Iteration 34F: 3 clusters Score -198312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Entering Unmasked Estep 
Score: -322102.156250 Penalty: 1412.720459
	Iteration 0F: 2 clusters Score -322102.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -317513.625000 Penalty: 2825.440918
	Iteration 0F: 3 clusters Score -317513.6 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -318843.906250 Penalty: 2825.440918
	Iteration 1F: 3 clusters Score -318843.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -319004.437500 Penalty: 2825.440918
	Iteration 2F: 3 clusters Score -319004.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -319120.250000 Penalty: 2825.440918
	Iteration 3Q: 3 clusters Score -319120.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -319237.312500 Penalty: 2825.440918
	Iteration 4Q: 3 clusters Score -319237.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -319329.031250 Penalty: 2825.440918
	Iteration 5Q: 3 clusters Score -319329 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -319418.750000 Penalty: 2825.440918
	Iteration 6Q: 3 clusters Score -319418.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -319520.593750 Penalty: 2825.440918
	Iteration 7Q: 3 clusters Score -319520.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -319634.875000 Penalty: 2825.440918
	Iteration 8Q: 3 clusters Score -319634.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -319757.781250 Penalty: 2825.440918
	Iteration 9Q: 3 clusters Score -319757.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -319888.062500 Penalty: 2825.440918
	Iteration 10Q: 3 clusters Score -319888.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -320015.937500 Penalty: 2825.440918
	Iteration 11Q: 3 clusters Score -320015.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -320142.781250 Penalty: 2825.440918
	Iteration 12Q: 3 clusters Score -320142.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -320252.156250 Penalty: 2825.440918
	Iteration 13Q: 3 clusters Score -320252.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -320331.343750 Penalty: 2825.440918
	Iteration 14Q: 3 clusters Score -320331.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -320380.343750 Penalty: 2825.440918
	Iteration 15Q: 3 clusters Score -320380.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -320416.062500 Penalty: 2825.440918
	Iteration 16Q: 3 clusters Score -320416.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -320440.062500 Penalty: 2825.440918
	Iteration 17Q: 3 clusters Score -320440.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -320459.625000 Penalty: 2825.440918
	Iteration 18Q: 3 clusters Score -320459.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -320475.562500 Penalty: 2825.440918
	Iteration 19Q: 3 clusters Score -320475.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -320488.093750 Penalty: 2825.440918
	Iteration 20F: 3 clusters Score -320488.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -320495.562500 Penalty: 2825.440918
	Iteration 21Q: 3 clusters Score -320495.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -320501.031250 Penalty: 2825.440918
	Iteration 22Q: 3 clusters Score -320501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -320504.687500 Penalty: 2825.440918
	Iteration 23Q: 3 clusters Score -320504.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -320506.937500 Penalty: 2825.440918
	Iteration 24Q: 3 clusters Score -320506.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -320509.562500 Penalty: 2825.440918
	Iteration 25Q: 3 clusters Score -320509.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -320511.375000 Penalty: 2825.440918
	Iteration 26Q: 3 clusters Score -320511.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -320510.968750 Penalty: 2825.440918
	Iteration 27Q: 3 clusters Score -320511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -320512.375000 Penalty: 2825.440918
	Iteration 28Q: 3 clusters Score -320512.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -320513.812500 Penalty: 2825.440918
	Iteration 29Q: 3 clusters Score -320513.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -320514.375000 Penalty: 2825.440918
	Iteration 30Q: 3 clusters Score -320514.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -320515.875000 Penalty: 2825.440918
	Iteration 31Q: 3 clusters Score -320515.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -320515.875000 Penalty: 2825.440918
	Iteration 32Q: 3 clusters Score -320515.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -320516.125000 Penalty: 2825.440918
	Iteration 33Q: 3 clusters Score -320516.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -320517.312500 Penalty: 2825.440918
	Iteration 34Q: 3 clusters Score -320517.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -320518.687500 Penalty: 2825.440918
	Iteration 35Q: 3 clusters Score -320518.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -320519.000000 Penalty: 2825.440918
	Iteration 36Q: 3 clusters Score -320519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -320520.218750 Penalty: 2825.440918
	Iteration 37Q: 3 clusters Score -320520.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -320520.375000 Penalty: 2825.440918
	Iteration 38Q: 3 clusters Score -320520.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -320520.218750 Penalty: 2825.440918
	Iteration 39Q: 3 clusters Score -320520.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -320521.093750 Penalty: 2825.440918
	Iteration 40F: 3 clusters Score -320521.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -320521.406250 Penalty: 2825.440918
	Iteration 41Q: 3 clusters Score -320521.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -320521.812500 Penalty: 2825.440918
	Iteration 42Q: 3 clusters Score -320521.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -320522.343750 Penalty: 2825.440918
	Iteration 43Q: 3 clusters Score -320522.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -320522.750000 Penalty: 2825.440918
	Iteration 44Q: 3 clusters Score -320522.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -320524.250000 Penalty: 2825.440918
	Iteration 45Q: 3 clusters Score -320524.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -320525.375000 Penalty: 2825.440918
	Iteration 46Q: 3 clusters Score -320525.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -320526.687500 Penalty: 2825.440918
	Iteration 47Q: 3 clusters Score -320526.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -320529.281250 Penalty: 2825.440918
	Iteration 48Q: 3 clusters Score -320529.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -320529.531250 Penalty: 2825.440918
	Iteration 49Q: 3 clusters Score -320529.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -320530.187500 Penalty: 2825.440918
	Iteration 50Q: 3 clusters Score -320530.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -320531.343750 Penalty: 2825.440918
	Iteration 51Q: 3 clusters Score -320531.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -320531.937500 Penalty: 2825.440918
	Iteration 52Q: 3 clusters Score -320531.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -320532.468750 Penalty: 2825.440918
	Iteration 53Q: 3 clusters Score -320532.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -320533.843750 Penalty: 2825.440918
	Iteration 54Q: 3 clusters Score -320533.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -320534.531250 Penalty: 2825.440918
	Iteration 55Q: 3 clusters Score -320534.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -320535.781250 Penalty: 2825.440918
	Iteration 56Q: 3 clusters Score -320535.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -320536.843750 Penalty: 2825.440918
	Iteration 57Q: 3 clusters Score -320536.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -320537.468750 Penalty: 2825.440918
	Iteration 58Q: 3 clusters Score -320537.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -320539.375000 Penalty: 2825.440918
	Iteration 59Q: 3 clusters Score -320539.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -320540.781250 Penalty: 2825.440918
	Iteration 60F: 3 clusters Score -320540.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -320541.750000 Penalty: 2825.440918
	Iteration 61Q: 3 clusters Score -320541.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -320542.000000 Penalty: 2825.440918
	Iteration 62Q: 3 clusters Score -320542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -320543.125000 Penalty: 2825.440918
	Iteration 63Q: 3 clusters Score -320543.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -320543.281250 Penalty: 2825.440918
	Iteration 64Q: 3 clusters Score -320543.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -320543.531250 Penalty: 2825.440918
	Iteration 65Q: 3 clusters Score -320543.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -320543.843750 Penalty: 2825.440918
	Iteration 66Q: 3 clusters Score -320543.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -320544.468750 Penalty: 2825.440918
	Iteration 67Q: 3 clusters Score -320544.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -320544.281250 Penalty: 2825.440918
	Iteration 68Q: 3 clusters Score -320544.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -320544.281250 Penalty: 2825.440918
	Iteration 69F: 3 clusters Score -320544.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Entering Unmasked Estep 
Score: -108776.375000 Penalty: 1253.272095
	Iteration 0F: 2 clusters Score -108776.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -106519.781250 Penalty: 2506.544189
	Iteration 0F: 3 clusters Score -106519.8 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -106997.070312 Penalty: 2506.544189
	Iteration 1F: 3 clusters Score -106997.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -107126.195312 Penalty: 2506.544189
	Iteration 2F: 3 clusters Score -107126.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -107221.625000 Penalty: 2506.544189
	Iteration 3F: 3 clusters Score -107221.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -107301.265625 Penalty: 2506.544189
	Iteration 4Q: 3 clusters Score -107301.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -107376.015625 Penalty: 2506.544189
	Iteration 5Q: 3 clusters Score -107376 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -107433.968750 Penalty: 2506.544189
	Iteration 6Q: 3 clusters Score -107434 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -107477.984375 Penalty: 2506.544189
	Iteration 7Q: 3 clusters Score -107478 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -107517.492188 Penalty: 2506.544189
	Iteration 8Q: 3 clusters Score -107517.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -107546.039062 Penalty: 2506.544189
	Iteration 9Q: 3 clusters Score -107546 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -107571.570312 Penalty: 2506.544189
	Iteration 10Q: 3 clusters Score -107571.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -107594.492188 Penalty: 2506.544189
	Iteration 11Q: 3 clusters Score -107594.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -107612.851562 Penalty: 2506.544189
	Iteration 12Q: 3 clusters Score -107612.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -107626.492188 Penalty: 2506.544189
	Iteration 13Q: 3 clusters Score -107626.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -107639.445312 Penalty: 2506.544189
	Iteration 14Q: 3 clusters Score -107639.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -107648.609375 Penalty: 2506.544189
	Iteration 15Q: 3 clusters Score -107648.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -107653.484375 Penalty: 2506.544189
	Iteration 16Q: 3 clusters Score -107653.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -107656.882812 Penalty: 2506.544189
	Iteration 17Q: 3 clusters Score -107656.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -107660.382812 Penalty: 2506.544189
	Iteration 18Q: 3 clusters Score -107660.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -107664.070312 Penalty: 2506.544189
	Iteration 19Q: 3 clusters Score -107664.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -107666.523438 Penalty: 2506.544189
	Iteration 20F: 3 clusters Score -107666.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -107666.773438 Penalty: 2506.544189
	Iteration 21Q: 3 clusters Score -107666.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -107667.664062 Penalty: 2506.544189
	Iteration 22Q: 3 clusters Score -107667.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -107668.265625 Penalty: 2506.544189
	Iteration 23Q: 3 clusters Score -107668.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -107669.445312 Penalty: 2506.544189
	Iteration 24Q: 3 clusters Score -107669.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -107670.117188 Penalty: 2506.544189
	Iteration 25Q: 3 clusters Score -107670.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -107670.726562 Penalty: 2506.544189
	Iteration 26Q: 3 clusters Score -107670.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -107672.546875 Penalty: 2506.544189
	Iteration 27Q: 3 clusters Score -107672.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -107675.289062 Penalty: 2506.544189
	Iteration 28Q: 3 clusters Score -107675.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -107677.132812 Penalty: 2506.544189
	Iteration 29Q: 3 clusters Score -107677.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -107679.023438 Penalty: 2506.544189
	Iteration 30Q: 3 clusters Score -107679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -107679.234375 Penalty: 2506.544189
	Iteration 31Q: 3 clusters Score -107679.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -107679.492188 Penalty: 2506.544189
	Iteration 32Q: 3 clusters Score -107679.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -107679.492188 Penalty: 2506.544189
	Iteration 33F: 3 clusters Score -107679.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (167207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167207 members 
Entering Unmasked Estep 
Score: -8823726.000000 Penalty: 1954.385498
	Iteration 0F: 2 clusters Score -8823726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83665 members 
Mstep: Class 2 contains 83542 members 
Entering Unmasked Estep 
Score: -8710853.000000 Penalty: 3908.770996
	Iteration 0F: 3 clusters Score -8710853 nChanged 80965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83748 members 
Mstep: Class 2 contains 83459 members 
Entering Unmasked Estep 
Score: -8758480.000000 Penalty: 3908.770996
	Iteration 1F: 3 clusters Score -8758480 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84079 members 
Mstep: Class 2 contains 83128 members 
Entering Unmasked Estep 
Score: -8759302.000000 Penalty: 3908.770996
	Iteration 2Q: 3 clusters Score -8759302 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84661 members 
Mstep: Class 2 contains 82546 members 
Entering Unmasked Estep 
Score: -8760205.000000 Penalty: 3908.770996
	Iteration 3Q: 3 clusters Score -8760205 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85499 members 
Mstep: Class 2 contains 81708 members 
Entering Unmasked Estep 
Score: -8761388.000000 Penalty: 3908.770996
	Iteration 4Q: 3 clusters Score -8761388 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86714 members 
Mstep: Class 2 contains 80493 members 
Entering Unmasked Estep 
Score: -8763070.000000 Penalty: 3908.770996
	Iteration 5Q: 3 clusters Score -8763070 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88483 members 
Mstep: Class 2 contains 78724 members 
Entering Unmasked Estep 
Score: -8765195.000000 Penalty: 3908.770996
	Iteration 6Q: 3 clusters Score -8765195 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91209 members 
Mstep: Class 2 contains 75998 members 
Entering Unmasked Estep 
Score: -8768024.000000 Penalty: 3908.770996
	Iteration 7Q: 3 clusters Score -8768024 nChanged 8111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95002 members 
Mstep: Class 2 contains 72205 members 
Entering Unmasked Estep 
Score: -8772114.000000 Penalty: 3908.770996
	Iteration 8Q: 3 clusters Score -8772114 nChanged 9272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99806 members 
Mstep: Class 2 contains 67401 members 
Entering Unmasked Estep 
Score: -8777551.000000 Penalty: 3908.770996
	Iteration 9F: 3 clusters Score -8777551 nChanged 10080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104886 members 
Mstep: Class 2 contains 62321 members 
Entering Unmasked Estep 
Score: -8784592.000000 Penalty: 3908.770996
	Iteration 10F: 3 clusters Score -8784592 nChanged 9741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109579 members 
Mstep: Class 2 contains 57628 members 
Entering Unmasked Estep 
Score: -8791244.000000 Penalty: 3908.770996
	Iteration 11F: 3 clusters Score -8791244 nChanged 7802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113359 members 
Mstep: Class 2 contains 53848 members 
Entering Unmasked Estep 
Score: -8795335.000000 Penalty: 3908.770996
	Iteration 12Q: 3 clusters Score -8795335 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116735 members 
Mstep: Class 2 contains 50472 members 
Entering Unmasked Estep 
Score: -8797404.000000 Penalty: 3908.770996
	Iteration 13Q: 3 clusters Score -8797404 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120178 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -8798980.000000 Penalty: 3908.770996
	Iteration 14Q: 3 clusters Score -8798980 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123773 members 
Mstep: Class 2 contains 43434 members 
Entering Unmasked Estep 
Score: -8800498.000000 Penalty: 3908.770996
	Iteration 15Q: 3 clusters Score -8800498 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127511 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -8802087.000000 Penalty: 3908.770996
	Iteration 16Q: 3 clusters Score -8802087 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131413 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -8804027.000000 Penalty: 3908.770996
	Iteration 17Q: 3 clusters Score -8804027 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135279 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -8806039.000000 Penalty: 3908.770996
	Iteration 18Q: 3 clusters Score -8806039 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139127 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -8808328.000000 Penalty: 3908.770996
	Iteration 19Q: 3 clusters Score -8808328 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142680 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -8810611.000000 Penalty: 3908.770996
	Iteration 20F: 3 clusters Score -8810611 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145891 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -8812837.000000 Penalty: 3908.770996
	Iteration 21Q: 3 clusters Score -8812837 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148724 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -8814752.000000 Penalty: 3908.770996
	Iteration 22Q: 3 clusters Score -8814752 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151115 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -8816156.000000 Penalty: 3908.770996
	Iteration 23Q: 3 clusters Score -8816156 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153114 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -8817344.000000 Penalty: 3908.770996
	Iteration 24Q: 3 clusters Score -8817344 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154823 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -8818191.000000 Penalty: 3908.770996
	Iteration 25Q: 3 clusters Score -8818191 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156263 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -8818934.000000 Penalty: 3908.770996
	Iteration 26Q: 3 clusters Score -8818934 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157446 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -8819446.000000 Penalty: 3908.770996
	Iteration 27Q: 3 clusters Score -8819446 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158500 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -8819859.000000 Penalty: 3908.770996
	Iteration 28Q: 3 clusters Score -8819859 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159393 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -8820206.000000 Penalty: 3908.770996
	Iteration 29Q: 3 clusters Score -8820206 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160131 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -8820471.000000 Penalty: 3908.770996
	Iteration 30Q: 3 clusters Score -8820471 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160792 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -8820712.000000 Penalty: 3908.770996
	Iteration 31Q: 3 clusters Score -8820712 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161380 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -8820844.000000 Penalty: 3908.770996
	Iteration 32Q: 3 clusters Score -8820844 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161869 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -8821000.000000 Penalty: 3908.770996
	Iteration 33Q: 3 clusters Score -8821000 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162324 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -8821168.000000 Penalty: 3908.770996
	Iteration 34Q: 3 clusters Score -8821168 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162738 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -8821307.000000 Penalty: 3908.770996
	Iteration 35Q: 3 clusters Score -8821307 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163100 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -8821402.000000 Penalty: 3908.770996
	Iteration 36Q: 3 clusters Score -8821402 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163439 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -8821497.000000 Penalty: 3908.770996
	Iteration 37Q: 3 clusters Score -8821497 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163746 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -8821630.000000 Penalty: 3908.770996
	Iteration 38Q: 3 clusters Score -8821630 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164030 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -8821732.000000 Penalty: 3908.770996
	Iteration 39Q: 3 clusters Score -8821732 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164288 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -8821834.000000 Penalty: 3908.770996
	Iteration 40F: 3 clusters Score -8821834 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164517 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -8821910.000000 Penalty: 3908.770996
	Iteration 41Q: 3 clusters Score -8821910 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164688 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -8821989.000000 Penalty: 3908.770996
	Iteration 42Q: 3 clusters Score -8821989 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164859 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -8822046.000000 Penalty: 3908.770996
	Iteration 43Q: 3 clusters Score -8822046 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165016 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -8822136.000000 Penalty: 3908.770996
	Iteration 44Q: 3 clusters Score -8822136 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165160 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -8822207.000000 Penalty: 3908.770996
	Iteration 45Q: 3 clusters Score -8822207 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165280 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -8822268.000000 Penalty: 3908.770996
	Iteration 46Q: 3 clusters Score -8822268 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165378 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -8822353.000000 Penalty: 3908.770996
	Iteration 47Q: 3 clusters Score -8822353 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165481 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -8822433.000000 Penalty: 3908.770996
	Iteration 48Q: 3 clusters Score -8822433 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165564 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -8822534.000000 Penalty: 3908.770996
	Iteration 49Q: 3 clusters Score -8822534 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165636 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -8822581.000000 Penalty: 3908.770996
	Iteration 50Q: 3 clusters Score -8822581 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165698 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -8822612.000000 Penalty: 3908.770996
	Iteration 51Q: 3 clusters Score -8822612 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165741 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -8822643.000000 Penalty: 3908.770996
	Iteration 52Q: 3 clusters Score -8822643 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165765 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -8822675.000000 Penalty: 3908.770996
	Iteration 53Q: 3 clusters Score -8822675 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165786 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -8822691.000000 Penalty: 3908.770996
	Iteration 54Q: 3 clusters Score -8822691 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165802 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -8822703.000000 Penalty: 3908.770996
	Iteration 55Q: 3 clusters Score -8822703 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165818 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -8822697.000000 Penalty: 3908.770996
	Iteration 56Q: 3 clusters Score -8822697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165828 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -8822707.000000 Penalty: 3908.770996
	Iteration 57Q: 3 clusters Score -8822707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165831 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -8822713.000000 Penalty: 3908.770996
	Iteration 58Q: 3 clusters Score -8822713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165839 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -8822705.000000 Penalty: 3908.770996
	Iteration 59Q: 3 clusters Score -8822705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165840 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -8822716.000000 Penalty: 3908.770996
	Iteration 60F: 3 clusters Score -8822716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165844 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -8822716.000000 Penalty: 3908.770996
	Iteration 61Q: 3 clusters Score -8822716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165844 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -8822718.000000 Penalty: 3908.770996
	Iteration 62Q: 3 clusters Score -8822718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165843 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -8822718.000000 Penalty: 3908.770996
	Iteration 63Q: 3 clusters Score -8822718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165843 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -8822722.000000 Penalty: 3908.770996
	Iteration 64Q: 3 clusters Score -8822722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165847 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -8822729.000000 Penalty: 3908.770996
	Iteration 65Q: 3 clusters Score -8822729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165848 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -8822725.000000 Penalty: 3908.770996
	Iteration 66Q: 3 clusters Score -8822725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165851 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -8822728.000000 Penalty: 3908.770996
	Iteration 67Q: 3 clusters Score -8822728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165854 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -8822736.000000 Penalty: 3908.770996
	Iteration 68Q: 3 clusters Score -8822736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165859 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -8822737.000000 Penalty: 3908.770996
	Iteration 69Q: 3 clusters Score -8822737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165862 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -8822734.000000 Penalty: 3908.770996
	Iteration 70Q: 3 clusters Score -8822734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165869 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -8822731.000000 Penalty: 3908.770996
	Iteration 71Q: 3 clusters Score -8822731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165874 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -8822734.000000 Penalty: 3908.770996
	Iteration 72Q: 3 clusters Score -8822734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165880 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -8822729.000000 Penalty: 3908.770996
	Iteration 73Q: 3 clusters Score -8822729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165884 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -8822728.000000 Penalty: 3908.770996
	Iteration 74Q: 3 clusters Score -8822728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165884 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -8822732.000000 Penalty: 3908.770996
	Iteration 75Q: 3 clusters Score -8822732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165889 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -8822726.000000 Penalty: 3908.770996
	Iteration 76Q: 3 clusters Score -8822726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165889 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -8822736.000000 Penalty: 3908.770996
	Iteration 77Q: 3 clusters Score -8822736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165890 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -8822736.000000 Penalty: 3908.770996
	Iteration 78Q: 3 clusters Score -8822736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165891 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -8822736.000000 Penalty: 3908.770996
	Iteration 79Q: 3 clusters Score -8822736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165892 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -8822735.000000 Penalty: 3908.770996
	Iteration 80F: 3 clusters Score -8822735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165894 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -8822737.000000 Penalty: 3908.770996
	Iteration 81Q: 3 clusters Score -8822737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165894 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -8822737.000000 Penalty: 3908.770996
	Iteration 82Q: 3 clusters Score -8822737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165895 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -8822741.000000 Penalty: 3908.770996
	Iteration 83Q: 3 clusters Score -8822741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165896 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -8822736.000000 Penalty: 3908.770996
	Iteration 84Q: 3 clusters Score -8822736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165897 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -8822734.000000 Penalty: 3908.770996
	Iteration 85Q: 3 clusters Score -8822734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165897 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -8822734.000000 Penalty: 3908.770996
	Iteration 86F: 3 clusters Score -8822734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (42200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Entering Unmasked Estep 
Score: -2220433.500000 Penalty: 1730.653442
	Iteration 0F: 2 clusters Score -2220434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -2192108.250000 Penalty: 3461.306885
	Iteration 0F: 3 clusters Score -2192108 nChanged 19746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -2203263.750000 Penalty: 3461.306885
	Iteration 1F: 3 clusters Score -2203264 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -2203765.250000 Penalty: 3461.306885
	Iteration 2Q: 3 clusters Score -2203765 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -2204333.750000 Penalty: 3461.306885
	Iteration 3Q: 3 clusters Score -2204334 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -2204973.750000 Penalty: 3461.306885
	Iteration 4Q: 3 clusters Score -2204974 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -2205766.250000 Penalty: 3461.306885
	Iteration 5Q: 3 clusters Score -2205766 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -2206822.750000 Penalty: 3461.306885
	Iteration 6Q: 3 clusters Score -2206823 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2208204.500000 Penalty: 3461.306885
	Iteration 7F: 3 clusters Score -2208204 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2209984.000000 Penalty: 3461.306885
	Iteration 8F: 3 clusters Score -2209984 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2212000.500000 Penalty: 3461.306885
	Iteration 9F: 3 clusters Score -2212000 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -2213890.000000 Penalty: 3461.306885
	Iteration 10F: 3 clusters Score -2213890 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2215223.500000 Penalty: 3461.306885
	Iteration 11Q: 3 clusters Score -2215224 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -2215951.000000 Penalty: 3461.306885
	Iteration 12Q: 3 clusters Score -2215951 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2216349.250000 Penalty: 3461.306885
	Iteration 13Q: 3 clusters Score -2216349 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -2216632.250000 Penalty: 3461.306885
	Iteration 14Q: 3 clusters Score -2216632 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2216852.750000 Penalty: 3461.306885
	Iteration 15Q: 3 clusters Score -2216853 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35740 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -2217021.250000 Penalty: 3461.306885
	Iteration 16Q: 3 clusters Score -2217021 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2217151.250000 Penalty: 3461.306885
	Iteration 17Q: 3 clusters Score -2217151 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2217284.500000 Penalty: 3461.306885
	Iteration 18Q: 3 clusters Score -2217284 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -2217389.500000 Penalty: 3461.306885
	Iteration 19Q: 3 clusters Score -2217390 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2217465.000000 Penalty: 3461.306885
	Iteration 20F: 3 clusters Score -2217465 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -2217550.500000 Penalty: 3461.306885
	Iteration 21Q: 3 clusters Score -2217550 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -2217635.250000 Penalty: 3461.306885
	Iteration 22Q: 3 clusters Score -2217635 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2217708.000000 Penalty: 3461.306885
	Iteration 23Q: 3 clusters Score -2217708 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -2217778.500000 Penalty: 3461.306885
	Iteration 24Q: 3 clusters Score -2217778 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -2217859.750000 Penalty: 3461.306885
	Iteration 25Q: 3 clusters Score -2217860 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2217923.500000 Penalty: 3461.306885
	Iteration 26Q: 3 clusters Score -2217924 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2217976.750000 Penalty: 3461.306885
	Iteration 27Q: 3 clusters Score -2217977 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2218031.000000 Penalty: 3461.306885
	Iteration 28Q: 3 clusters Score -2218031 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2218097.000000 Penalty: 3461.306885
	Iteration 29Q: 3 clusters Score -2218097 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2218159.250000 Penalty: 3461.306885
	Iteration 30Q: 3 clusters Score -2218159 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2218207.500000 Penalty: 3461.306885
	Iteration 31Q: 3 clusters Score -2218208 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2218256.500000 Penalty: 3461.306885
	Iteration 32Q: 3 clusters Score -2218256 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2218315.750000 Penalty: 3461.306885
	Iteration 33Q: 3 clusters Score -2218316 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2218351.000000 Penalty: 3461.306885
	Iteration 34Q: 3 clusters Score -2218351 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2218393.250000 Penalty: 3461.306885
	Iteration 35Q: 3 clusters Score -2218393 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2218434.750000 Penalty: 3461.306885
	Iteration 36Q: 3 clusters Score -2218435 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2218472.500000 Penalty: 3461.306885
	Iteration 37Q: 3 clusters Score -2218472 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2218525.750000 Penalty: 3461.306885
	Iteration 38Q: 3 clusters Score -2218526 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40728 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2218580.750000 Penalty: 3461.306885
	Iteration 39Q: 3 clusters Score -2218581 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2218615.000000 Penalty: 3461.306885
	Iteration 40F: 3 clusters Score -2218615 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40918 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2218646.750000 Penalty: 3461.306885
	Iteration 41Q: 3 clusters Score -2218647 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2218659.750000 Penalty: 3461.306885
	Iteration 42Q: 3 clusters Score -2218660 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2218685.500000 Penalty: 3461.306885
	Iteration 43Q: 3 clusters Score -2218686 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2218698.500000 Penalty: 3461.306885
	Iteration 44Q: 3 clusters Score -2218698 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2218715.500000 Penalty: 3461.306885
	Iteration 45Q: 3 clusters Score -2218716 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2218734.000000 Penalty: 3461.306885
	Iteration 46Q: 3 clusters Score -2218734 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2218749.500000 Penalty: 3461.306885
	Iteration 47Q: 3 clusters Score -2218750 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2218768.250000 Penalty: 3461.306885
	Iteration 48Q: 3 clusters Score -2218768 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2218780.000000 Penalty: 3461.306885
	Iteration 49Q: 3 clusters Score -2218780 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2218788.000000 Penalty: 3461.306885
	Iteration 50Q: 3 clusters Score -2218788 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2218793.750000 Penalty: 3461.306885
	Iteration 51Q: 3 clusters Score -2218794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2218809.250000 Penalty: 3461.306885
	Iteration 52Q: 3 clusters Score -2218809 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2218809.250000 Penalty: 3461.306885
	Iteration 53Q: 3 clusters Score -2218809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2218808.500000 Penalty: 3461.306885
	Iteration 54Q: 3 clusters Score -2218808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41425 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2218811.500000 Penalty: 3461.306885
	Iteration 55Q: 3 clusters Score -2218812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2218814.000000 Penalty: 3461.306885
	Iteration 56Q: 3 clusters Score -2218814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2218819.500000 Penalty: 3461.306885
	Iteration 57Q: 3 clusters Score -2218820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2218827.500000 Penalty: 3461.306885
	Iteration 58Q: 3 clusters Score -2218828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41482 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2218832.000000 Penalty: 3461.306885
	Iteration 59Q: 3 clusters Score -2218832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2218843.000000 Penalty: 3461.306885
	Iteration 60F: 3 clusters Score -2218843 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2218850.250000 Penalty: 3461.306885
	Iteration 61Q: 3 clusters Score -2218850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41543 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2218862.250000 Penalty: 3461.306885
	Iteration 62Q: 3 clusters Score -2218862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2218879.500000 Penalty: 3461.306885
	Iteration 63Q: 3 clusters Score -2218880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2218881.750000 Penalty: 3461.306885
	Iteration 64Q: 3 clusters Score -2218882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2218887.750000 Penalty: 3461.306885
	Iteration 65Q: 3 clusters Score -2218888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2218899.000000 Penalty: 3461.306885
	Iteration 66Q: 3 clusters Score -2218899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2218909.000000 Penalty: 3461.306885
	Iteration 67Q: 3 clusters Score -2218909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2218916.250000 Penalty: 3461.306885
	Iteration 68Q: 3 clusters Score -2218916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2218927.250000 Penalty: 3461.306885
	Iteration 69Q: 3 clusters Score -2218927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2218929.000000 Penalty: 3461.306885
	Iteration 70Q: 3 clusters Score -2218929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2218928.750000 Penalty: 3461.306885
	Iteration 71Q: 3 clusters Score -2218929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2218937.250000 Penalty: 3461.306885
	Iteration 72Q: 3 clusters Score -2218937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41664 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2218940.250000 Penalty: 3461.306885
	Iteration 73Q: 3 clusters Score -2218940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2218945.750000 Penalty: 3461.306885
	Iteration 74Q: 3 clusters Score -2218946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2218948.500000 Penalty: 3461.306885
	Iteration 75Q: 3 clusters Score -2218948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2218951.750000 Penalty: 3461.306885
	Iteration 76Q: 3 clusters Score -2218952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2218956.250000 Penalty: 3461.306885
	Iteration 77Q: 3 clusters Score -2218956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2218957.500000 Penalty: 3461.306885
	Iteration 78Q: 3 clusters Score -2218958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41700 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2218960.000000 Penalty: 3461.306885
	Iteration 79Q: 3 clusters Score -2218960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2218963.250000 Penalty: 3461.306885
	Iteration 80F: 3 clusters Score -2218963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2218964.250000 Penalty: 3461.306885
	Iteration 81Q: 3 clusters Score -2218964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2218966.250000 Penalty: 3461.306885
	Iteration 82Q: 3 clusters Score -2218966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2218966.250000 Penalty: 3461.306885
	Iteration 83Q: 3 clusters Score -2218966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2218966.250000 Penalty: 3461.306885
	Iteration 84F: 3 clusters Score -2218966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Entering Unmasked Estep 
Score: -183189.031250 Penalty: 1348.755127
	Iteration 0F: 2 clusters Score -183189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -179777.031250 Penalty: 2697.510254
	Iteration 0F: 3 clusters Score -179777 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -180712.984375 Penalty: 2697.510254
	Iteration 1F: 3 clusters Score -180713 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -180939.609375 Penalty: 2697.510254
	Iteration 2F: 3 clusters Score -180939.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -181160.640625 Penalty: 2697.510254
	Iteration 3F: 3 clusters Score -181160.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -181368.734375 Penalty: 2697.510254
	Iteration 4F: 3 clusters Score -181368.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -181509.453125 Penalty: 2697.510254
	Iteration 5F: 3 clusters Score -181509.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -181604.250000 Penalty: 2697.510254
	Iteration 6Q: 3 clusters Score -181604.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -181693.234375 Penalty: 2697.510254
	Iteration 7Q: 3 clusters Score -181693.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -181764.812500 Penalty: 2697.510254
	Iteration 8Q: 3 clusters Score -181764.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -181820.531250 Penalty: 2697.510254
	Iteration 9Q: 3 clusters Score -181820.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -181873.593750 Penalty: 2697.510254
	Iteration 10Q: 3 clusters Score -181873.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -181924.546875 Penalty: 2697.510254
	Iteration 11Q: 3 clusters Score -181924.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -181993.843750 Penalty: 2697.510254
	Iteration 12Q: 3 clusters Score -181993.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -182080.843750 Penalty: 2697.510254
	Iteration 13Q: 3 clusters Score -182080.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -182186.578125 Penalty: 2697.510254
	Iteration 14Q: 3 clusters Score -182186.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -182273.812500 Penalty: 2697.510254
	Iteration 15Q: 3 clusters Score -182273.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -182347.656250 Penalty: 2697.510254
	Iteration 16Q: 3 clusters Score -182347.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -182414.296875 Penalty: 2697.510254
	Iteration 17Q: 3 clusters Score -182414.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -182464.156250 Penalty: 2697.510254
	Iteration 18Q: 3 clusters Score -182464.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -182492.109375 Penalty: 2697.510254
	Iteration 19Q: 3 clusters Score -182492.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -182512.515625 Penalty: 2697.510254
	Iteration 20F: 3 clusters Score -182512.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -182536.546875 Penalty: 2697.510254
	Iteration 21Q: 3 clusters Score -182536.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -182551.796875 Penalty: 2697.510254
	Iteration 22Q: 3 clusters Score -182551.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -182565.500000 Penalty: 2697.510254
	Iteration 23Q: 3 clusters Score -182565.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -182580.484375 Penalty: 2697.510254
	Iteration 24Q: 3 clusters Score -182580.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -182587.578125 Penalty: 2697.510254
	Iteration 25Q: 3 clusters Score -182587.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -182592.718750 Penalty: 2697.510254
	Iteration 26Q: 3 clusters Score -182592.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -182596.546875 Penalty: 2697.510254
	Iteration 27Q: 3 clusters Score -182596.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -182597.015625 Penalty: 2697.510254
	Iteration 28Q: 3 clusters Score -182597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -182597.453125 Penalty: 2697.510254
	Iteration 29Q: 3 clusters Score -182597.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -182598.218750 Penalty: 2697.510254
	Iteration 30Q: 3 clusters Score -182598.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -182598.218750 Penalty: 2697.510254
	Iteration 31F: 3 clusters Score -182598.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (103394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103394 members 
Entering Unmasked Estep 
Score: -5291315.500000 Penalty: 1876.274048
	Iteration 0F: 2 clusters Score -5291316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51934 members 
Mstep: Class 2 contains 51460 members 
Entering Unmasked Estep 
Score: -5222151.500000 Penalty: 3752.548096
	Iteration 0F: 3 clusters Score -5222152 nChanged 49739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57085 members 
Mstep: Class 2 contains 46309 members 
Entering Unmasked Estep 
Score: -5250942.000000 Penalty: 3752.548096
	Iteration 1F: 3 clusters Score -5250942 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60423 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -5252358.500000 Penalty: 3752.548096
	Iteration 2Q: 3 clusters Score -5252358 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65491 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -5254853.000000 Penalty: 3752.548096
	Iteration 3F: 3 clusters Score -5254853 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72572 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -5259551.500000 Penalty: 3752.548096
	Iteration 4F: 3 clusters Score -5259552 nChanged 9205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81751 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -5267315.000000 Penalty: 3752.548096
	Iteration 5F: 3 clusters Score -5267315 nChanged 9792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91537 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -5277342.500000 Penalty: 3752.548096
	Iteration 6F: 3 clusters Score -5277342 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98853 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -5285154.500000 Penalty: 3752.548096
	Iteration 7F: 3 clusters Score -5285154 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102119 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5288444.000000 Penalty: 3752.548096
	Iteration 8Q: 3 clusters Score -5288444 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103018 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5289331.500000 Penalty: 3752.548096
	Iteration 9Q: 3 clusters Score -5289332 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103203 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -5289574.500000 Penalty: 3752.548096
	Iteration 10Q: 3 clusters Score -5289574 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103236 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -5289635.000000 Penalty: 3752.548096
	Iteration 11Q: 3 clusters Score -5289635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103248 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -5289653.000000 Penalty: 3752.548096
	Iteration 12Q: 3 clusters Score -5289653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103253 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -5289664.500000 Penalty: 3752.548096
	Iteration 13Q: 3 clusters Score -5289664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103255 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -5289675.000000 Penalty: 3752.548096
	Iteration 14Q: 3 clusters Score -5289675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103261 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -5289681.000000 Penalty: 3752.548096
	Iteration 15Q: 3 clusters Score -5289681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103263 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -5289685.500000 Penalty: 3752.548096
	Iteration 16Q: 3 clusters Score -5289686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103264 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -5289687.000000 Penalty: 3752.548096
	Iteration 17Q: 3 clusters Score -5289687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103265 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -5289687.500000 Penalty: 3752.548096
	Iteration 18Q: 3 clusters Score -5289688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103266 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -5289691.500000 Penalty: 3752.548096
	Iteration 19Q: 3 clusters Score -5289692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103267 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -5289689.500000 Penalty: 3752.548096
	Iteration 20F: 3 clusters Score -5289690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103268 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -5289688.500000 Penalty: 3752.548096
	Iteration 21Q: 3 clusters Score -5289688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103268 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -5289688.500000 Penalty: 3752.548096
	Iteration 22F: 3 clusters Score -5289688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (52144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52144 members 
Entering Unmasked Estep 
Score: -2615439.750000 Penalty: 1765.036621
	Iteration 0F: 2 clusters Score -2615440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -2580726.750000 Penalty: 3530.073242
	Iteration 0F: 3 clusters Score -2580727 nChanged 24403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -2594859.000000 Penalty: 3530.073242
	Iteration 1F: 3 clusters Score -2594859 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -2595696.000000 Penalty: 3530.073242
	Iteration 2Q: 3 clusters Score -2595696 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -2596910.500000 Penalty: 3530.073242
	Iteration 3Q: 3 clusters Score -2596910 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -2598647.000000 Penalty: 3530.073242
	Iteration 4F: 3 clusters Score -2598647 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -2601085.000000 Penalty: 3530.073242
	Iteration 5F: 3 clusters Score -2601085 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -2604191.500000 Penalty: 3530.073242
	Iteration 6F: 3 clusters Score -2604192 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -2607948.000000 Penalty: 3530.073242
	Iteration 7F: 3 clusters Score -2607948 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 39493 members 
Entering Unmasked Estep 
Score: -2611640.250000 Penalty: 3530.073242
	Iteration 8F: 3 clusters Score -2611640 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 40507 members 
Entering Unmasked Estep 
Score: -2614203.500000 Penalty: 3530.073242
	Iteration 9Q: 3 clusters Score -2614204 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -2615496.500000 Penalty: 3530.073242
	Iteration 10Q: 3 clusters Score -2615496 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 41391 members 
Entering Unmasked Estep 
Score: -2615974.250000 Penalty: 3530.073242
	Iteration 11Q: 3 clusters Score -2615974 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -2616179.750000 Penalty: 3530.073242
	Iteration 12Q: 3 clusters Score -2616180 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 41883 members 
Entering Unmasked Estep 
Score: -2616261.250000 Penalty: 3530.073242
	Iteration 13Q: 3 clusters Score -2616261 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -2616294.750000 Penalty: 3530.073242
	Iteration 14Q: 3 clusters Score -2616295 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -2616306.000000 Penalty: 3530.073242
	Iteration 15Q: 3 clusters Score -2616306 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -2616313.500000 Penalty: 3530.073242
	Iteration 16Q: 3 clusters Score -2616314 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 42313 members 
Entering Unmasked Estep 
Score: -2616322.250000 Penalty: 3530.073242
	Iteration 17Q: 3 clusters Score -2616322 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 42374 members 
Entering Unmasked Estep 
Score: -2616330.000000 Penalty: 3530.073242
	Iteration 18Q: 3 clusters Score -2616330 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
Score: -2616339.750000 Penalty: 3530.073242
	Iteration 19Q: 3 clusters Score -2616340 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -2616342.750000 Penalty: 3530.073242
	Iteration 20F: 3 clusters Score -2616343 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -2616339.750000 Penalty: 3530.073242
	Iteration 21Q: 3 clusters Score -2616340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -2616344.000000 Penalty: 3530.073242
	Iteration 22Q: 3 clusters Score -2616344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -2616343.000000 Penalty: 3530.073242
	Iteration 23Q: 3 clusters Score -2616343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 42518 members 
Entering Unmasked Estep 
Score: -2616343.750000 Penalty: 3530.073242
	Iteration 24Q: 3 clusters Score -2616344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -2616340.250000 Penalty: 3530.073242
	Iteration 25Q: 3 clusters Score -2616340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -2616338.750000 Penalty: 3530.073242
	Iteration 26Q: 3 clusters Score -2616339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -2616340.000000 Penalty: 3530.073242
	Iteration 27Q: 3 clusters Score -2616340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -2616339.000000 Penalty: 3530.073242
	Iteration 28Q: 3 clusters Score -2616339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -2616339.000000 Penalty: 3530.073242
	Iteration 29Q: 3 clusters Score -2616339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -2616338.500000 Penalty: 3530.073242
	Iteration 30Q: 3 clusters Score -2616338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -2616337.750000 Penalty: 3530.073242
	Iteration 31Q: 3 clusters Score -2616338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -2616341.750000 Penalty: 3530.073242
	Iteration 32Q: 3 clusters Score -2616342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -2616338.750000 Penalty: 3530.073242
	Iteration 33Q: 3 clusters Score -2616339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -2616338.750000 Penalty: 3530.073242
	Iteration 34Q: 3 clusters Score -2616339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -2616338.750000 Penalty: 3530.073242
	Iteration 35F: 3 clusters Score -2616339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 4 contains 5083 members 
Mstep: Class 7 contains 102347 members 
Mstep: Class 8 contains 11001 members 
Mstep: Class 10 contains 1319 members 
Mstep: Class 11 contains 3552 members 
Mstep: Class 12 contains 34200 members 
Mstep: Class 13 contains 47814 members 
Mstep: Class 14 contains 4301 members 
Mstep: Class 16 contains 5965 members 
Mstep: Class 17 contains 2236 members 
Mstep: Class 18 contains 167207 members 
Mstep: Class 19 contains 42200 members 
Mstep: Class 20 contains 4024 members 
Mstep: Class 21 contains 103394 members 
Mstep: Class 22 contains 9605 members 
Entering Unmasked Estep 
Score: -29073982.000000 Penalty: 34534.289062
Splitting cluster 22 changes total score from -29073284.000000 to -29073982.000000
So it's getting split into cluster 1.
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 4 contains 5083 members 
Mstep: Class 7 contains 102347 members 
Mstep: Class 8 contains 11001 members 
Mstep: Class 10 contains 1319 members 
Mstep: Class 11 contains 3552 members 
Mstep: Class 12 contains 34200 members 
Mstep: Class 13 contains 47814 members 
Mstep: Class 14 contains 4301 members 
Mstep: Class 16 contains 5965 members 
Mstep: Class 17 contains 2236 members 
Mstep: Class 18 contains 167207 members 
Mstep: Class 19 contains 42200 members 
Mstep: Class 20 contains 4024 members 
Mstep: Class 21 contains 103394 members 
Mstep: Class 22 contains 9605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29074192.000000 Penalty: 34534.289062
Iteration 79Q: 17 clusters Score -2.907419e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 42505 members 
Mstep: Class 4 contains 5027 members 
Mstep: Class 7 contains 101907 members 
Mstep: Class 8 contains 11073 members 
Mstep: Class 10 contains 1313 members 
Mstep: Class 11 contains 3511 members 
Mstep: Class 12 contains 34264 members 
Mstep: Class 13 contains 47827 members 
Mstep: Class 14 contains 4307 members 
Mstep: Class 16 contains 5951 members 
Mstep: Class 17 contains 2224 members 
Mstep: Class 18 contains 167061 members 
Mstep: Class 19 contains 42116 members 
Mstep: Class 20 contains 3985 members 
Mstep: Class 21 contains 104116 members 
Mstep: Class 22 contains 9600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29074332.000000 Penalty: 34534.289062
Iteration 80F: 17 clusters Score -2.907433e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 4 contains 4953 members 
Mstep: Class 7 contains 101408 members 
Mstep: Class 8 contains 11149 members 
Mstep: Class 10 contains 1310 members 
Mstep: Class 11 contains 3469 members 
Mstep: Class 12 contains 34322 members 
Mstep: Class 13 contains 47794 members 
Mstep: Class 14 contains 4310 members 
Mstep: Class 16 contains 5936 members 
Mstep: Class 17 contains 2211 members 
Mstep: Class 18 contains 166923 members 
Mstep: Class 19 contains 41895 members 
Mstep: Class 20 contains 3949 members 
Mstep: Class 21 contains 104871 members 
Mstep: Class 22 contains 9610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29074416.000000 Penalty: 34534.289062
Iteration 81Q: 17 clusters Score -2.907442e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 42769 members 
Mstep: Class 4 contains 4879 members 
Mstep: Class 7 contains 100822 members 
Mstep: Class 8 contains 11227 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 11 contains 3435 members 
Mstep: Class 12 contains 34378 members 
Mstep: Class 13 contains 47782 members 
Mstep: Class 14 contains 4317 members 
Mstep: Class 16 contains 5928 members 
Mstep: Class 17 contains 2206 members 
Mstep: Class 18 contains 166782 members 
Mstep: Class 19 contains 41737 members 
Mstep: Class 20 contains 3915 members 
Mstep: Class 21 contains 105689 members 
Mstep: Class 22 contains 9623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29074568.000000 Penalty: 34534.289062
Iteration 82Q: 17 clusters Score -2.907457e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 4 contains 4805 members 
Mstep: Class 7 contains 100233 members 
Mstep: Class 8 contains 11295 members 
Mstep: Class 10 contains 1283 members 
Mstep: Class 11 contains 3401 members 
Mstep: Class 12 contains 34433 members 
Mstep: Class 13 contains 47780 members 
Mstep: Class 14 contains 4325 members 
Mstep: Class 16 contains 5919 members 
Mstep: Class 17 contains 2209 members 
Mstep: Class 18 contains 166666 members 
Mstep: Class 19 contains 41578 members 
Mstep: Class 20 contains 3886 members 
Mstep: Class 21 contains 106503 members 
Mstep: Class 22 contains 9637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29074700.000000 Penalty: 34534.289062
Iteration 83Q: 17 clusters Score -2.90747e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 4 contains 4750 members 
Mstep: Class 7 contains 99628 members 
Mstep: Class 8 contains 11359 members 
Mstep: Class 10 contains 1281 members 
Mstep: Class 11 contains 3354 members 
Mstep: Class 12 contains 34493 members 
Mstep: Class 13 contains 47787 members 
Mstep: Class 14 contains 4330 members 
Mstep: Class 16 contains 5909 members 
Mstep: Class 17 contains 2207 members 
Mstep: Class 18 contains 166555 members 
Mstep: Class 19 contains 41407 members 
Mstep: Class 20 contains 3858 members 
Mstep: Class 21 contains 107340 members 
Mstep: Class 22 contains 9644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29074844.000000 Penalty: 34534.289062
Iteration 84Q: 17 clusters Score -2.907484e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 4 contains 4706 members 
Mstep: Class 7 contains 98993 members 
Mstep: Class 8 contains 11407 members 
Mstep: Class 10 contains 1268 members 
Mstep: Class 11 contains 3305 members 
Mstep: Class 12 contains 34548 members 
Mstep: Class 13 contains 47799 members 
Mstep: Class 14 contains 4331 members 
Mstep: Class 16 contains 5896 members 
Mstep: Class 17 contains 2202 members 
Mstep: Class 18 contains 166435 members 
Mstep: Class 19 contains 41260 members 
Mstep: Class 20 contains 3841 members 
Mstep: Class 21 contains 108227 members 
Mstep: Class 22 contains 9644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29074900.000000 Penalty: 34534.289062
Iteration 85Q: 17 clusters Score -2.90749e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 42965 members 
Mstep: Class 4 contains 4655 members 
Mstep: Class 7 contains 98406 members 
Mstep: Class 8 contains 11455 members 
Mstep: Class 10 contains 1255 members 
Mstep: Class 11 contains 3264 members 
Mstep: Class 12 contains 34594 members 
Mstep: Class 13 contains 47823 members 
Mstep: Class 14 contains 4333 members 
Mstep: Class 16 contains 5890 members 
Mstep: Class 17 contains 2201 members 
Mstep: Class 18 contains 166333 members 
Mstep: Class 19 contains 41129 members 
Mstep: Class 20 contains 3816 members 
Mstep: Class 21 contains 109019 members 
Mstep: Class 22 contains 9649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29075044.000000 Penalty: 34534.289062
Iteration 86Q: 17 clusters Score -2.907504e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 4 contains 4619 members 
Mstep: Class 7 contains 97832 members 
Mstep: Class 8 contains 11506 members 
Mstep: Class 10 contains 1250 members 
Mstep: Class 11 contains 3217 members 
Mstep: Class 12 contains 34633 members 
Mstep: Class 13 contains 47856 members 
Mstep: Class 14 contains 4339 members 
Mstep: Class 16 contains 5883 members 
Mstep: Class 17 contains 2195 members 
Mstep: Class 18 contains 166213 members 
Mstep: Class 19 contains 41010 members 
Mstep: Class 20 contains 3790 members 
Mstep: Class 21 contains 109802 members 
Mstep: Class 22 contains 9651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29074914.000000 Penalty: 34534.289062
Iteration 87Q: 17 clusters Score -2.907491e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43009 members 
Mstep: Class 4 contains 4602 members 
Mstep: Class 7 contains 97241 members 
Mstep: Class 8 contains 11564 members 
Mstep: Class 10 contains 1246 members 
Mstep: Class 11 contains 3163 members 
Mstep: Class 12 contains 34674 members 
Mstep: Class 13 contains 47880 members 
Mstep: Class 14 contains 4337 members 
Mstep: Class 16 contains 5872 members 
Mstep: Class 17 contains 2195 members 
Mstep: Class 18 contains 166099 members 
Mstep: Class 19 contains 40910 members 
Mstep: Class 20 contains 3763 members 
Mstep: Class 21 contains 110582 members 
Mstep: Class 22 contains 9650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29075120.000000 Penalty: 34534.289062
Iteration 88Q: 17 clusters Score -2.907512e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43019 members 
Mstep: Class 4 contains 4593 members 
Mstep: Class 7 contains 96662 members 
Mstep: Class 8 contains 11606 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 3104 members 
Mstep: Class 12 contains 34708 members 
Mstep: Class 13 contains 47897 members 
Mstep: Class 14 contains 4343 members 
Mstep: Class 16 contains 5866 members 
Mstep: Class 17 contains 2192 members 
Mstep: Class 18 contains 165993 members 
Mstep: Class 19 contains 40780 members 
Mstep: Class 20 contains 3743 members 
Mstep: Class 21 contains 111392 members 
Mstep: Class 22 contains 9653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29075184.000000 Penalty: 34534.289062
Iteration 89Q: 17 clusters Score -2.907518e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 4 contains 4577 members 
Mstep: Class 7 contains 96154 members 
Mstep: Class 8 contains 11652 members 
Mstep: Class 10 contains 1230 members 
Mstep: Class 11 contains 3048 members 
Mstep: Class 12 contains 34734 members 
Mstep: Class 13 contains 47899 members 
Mstep: Class 14 contains 4345 members 
Mstep: Class 16 contains 5860 members 
Mstep: Class 17 contains 2184 members 
Mstep: Class 18 contains 165899 members 
Mstep: Class 19 contains 40666 members 
Mstep: Class 20 contains 3721 members 
Mstep: Class 21 contains 112125 members 
Mstep: Class 22 contains 9654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29075218.000000 Penalty: 34534.289062
Iteration 90Q: 17 clusters Score -2.907522e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43048 members 
Mstep: Class 4 contains 4559 members 
Mstep: Class 7 contains 95642 members 
Mstep: Class 8 contains 11679 members 
Mstep: Class 10 contains 1218 members 
Mstep: Class 11 contains 3009 members 
Mstep: Class 12 contains 34770 members 
Mstep: Class 13 contains 47903 members 
Mstep: Class 14 contains 4346 members 
Mstep: Class 16 contains 5856 members 
Mstep: Class 17 contains 2176 members 
Mstep: Class 18 contains 165785 members 
Mstep: Class 19 contains 40568 members 
Mstep: Class 20 contains 3706 members 
Mstep: Class 21 contains 112867 members 
Mstep: Class 22 contains 9655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29075374.000000 Penalty: 34534.289062
Iteration 91Q: 17 clusters Score -2.907537e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 4 contains 4541 members 
Mstep: Class 7 contains 95101 members 
Mstep: Class 8 contains 11705 members 
Mstep: Class 10 contains 1211 members 
Mstep: Class 11 contains 2973 members 
Mstep: Class 12 contains 34808 members 
Mstep: Class 13 contains 47906 members 
Mstep: Class 14 contains 4348 members 
Mstep: Class 16 contains 5848 members 
Mstep: Class 17 contains 2174 members 
Mstep: Class 18 contains 165673 members 
Mstep: Class 19 contains 40479 members 
Mstep: Class 20 contains 3691 members 
Mstep: Class 21 contains 113613 members 
Mstep: Class 22 contains 9657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29075402.000000 Penalty: 34534.289062
Iteration 92Q: 17 clusters Score -2.90754e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 4 contains 4514 members 
Mstep: Class 7 contains 94564 members 
Mstep: Class 8 contains 11729 members 
Mstep: Class 10 contains 1204 members 
Mstep: Class 11 contains 2929 members 
Mstep: Class 12 contains 34850 members 
Mstep: Class 13 contains 47911 members 
Mstep: Class 14 contains 4347 members 
Mstep: Class 16 contains 5833 members 
Mstep: Class 17 contains 2174 members 
Mstep: Class 18 contains 165567 members 
Mstep: Class 19 contains 40370 members 
Mstep: Class 20 contains 3679 members 
Mstep: Class 21 contains 114380 members 
Mstep: Class 22 contains 9657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29075516.000000 Penalty: 34534.289062
Iteration 93Q: 17 clusters Score -2.907552e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 4 contains 4473 members 
Mstep: Class 7 contains 94072 members 
Mstep: Class 8 contains 11747 members 
Mstep: Class 10 contains 1205 members 
Mstep: Class 11 contains 2893 members 
Mstep: Class 12 contains 34898 members 
Mstep: Class 13 contains 47906 members 
Mstep: Class 14 contains 4349 members 
Mstep: Class 16 contains 5809 members 
Mstep: Class 17 contains 2175 members 
Mstep: Class 18 contains 165468 members 
Mstep: Class 19 contains 40266 members 
Mstep: Class 20 contains 3666 members 
Mstep: Class 21 contains 115114 members 
Mstep: Class 22 contains 9657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29075572.000000 Penalty: 34534.289062
Iteration 94Q: 17 clusters Score -2.907557e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 4 contains 4432 members 
Mstep: Class 7 contains 93572 members 
Mstep: Class 8 contains 11765 members 
Mstep: Class 10 contains 1205 members 
Mstep: Class 11 contains 2847 members 
Mstep: Class 12 contains 34944 members 
Mstep: Class 13 contains 47894 members 
Mstep: Class 14 contains 4354 members 
Mstep: Class 16 contains 5785 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 165367 members 
Mstep: Class 19 contains 40163 members 
Mstep: Class 20 contains 3654 members 
Mstep: Class 21 contains 115881 members 
Mstep: Class 22 contains 9657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29075736.000000 Penalty: 34534.289062
Iteration 95Q: 17 clusters Score -2.907574e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 7 contains 93099 members 
Mstep: Class 8 contains 11776 members 
Mstep: Class 10 contains 1201 members 
Mstep: Class 11 contains 2799 members 
Mstep: Class 12 contains 34984 members 
Mstep: Class 13 contains 47885 members 
Mstep: Class 14 contains 4364 members 
Mstep: Class 16 contains 5756 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 165275 members 
Mstep: Class 19 contains 40070 members 
Mstep: Class 20 contains 3646 members 
Mstep: Class 21 contains 116605 members 
Mstep: Class 22 contains 9656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29075742.000000 Penalty: 34534.289062
Iteration 96Q: 17 clusters Score -2.907574e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43109 members 
Mstep: Class 4 contains 4352 members 
Mstep: Class 7 contains 92647 members 
Mstep: Class 8 contains 11796 members 
Mstep: Class 10 contains 1192 members 
Mstep: Class 11 contains 2763 members 
Mstep: Class 12 contains 35038 members 
Mstep: Class 13 contains 47875 members 
Mstep: Class 14 contains 4365 members 
Mstep: Class 16 contains 5729 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 165166 members 
Mstep: Class 19 contains 39987 members 
Mstep: Class 20 contains 3633 members 
Mstep: Class 21 contains 117295 members 
Mstep: Class 22 contains 9657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29075794.000000 Penalty: 34534.289062
Iteration 97Q: 17 clusters Score -2.907579e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 4 contains 4309 members 
Mstep: Class 7 contains 92183 members 
Mstep: Class 8 contains 11810 members 
Mstep: Class 10 contains 1190 members 
Mstep: Class 11 contains 2717 members 
Mstep: Class 12 contains 35091 members 
Mstep: Class 13 contains 47859 members 
Mstep: Class 14 contains 4367 members 
Mstep: Class 16 contains 5703 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 165055 members 
Mstep: Class 19 contains 39903 members 
Mstep: Class 20 contains 3628 members 
Mstep: Class 21 contains 118023 members 
Mstep: Class 22 contains 9657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29075844.000000 Penalty: 34534.289062
Iteration 98Q: 17 clusters Score -2.907584e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 4 contains 4293 members 
Mstep: Class 7 contains 91707 members 
Mstep: Class 8 contains 11819 members 
Mstep: Class 10 contains 1185 members 
Mstep: Class 11 contains 2676 members 
Mstep: Class 12 contains 35138 members 
Mstep: Class 13 contains 47835 members 
Mstep: Class 14 contains 4367 members 
Mstep: Class 16 contains 5662 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 164972 members 
Mstep: Class 19 contains 39815 members 
Mstep: Class 20 contains 3623 members 
Mstep: Class 21 contains 118738 members 
Mstep: Class 22 contains 9657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29075916.000000 Penalty: 34534.289062
Iteration 99Q: 17 clusters Score -2.907592e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 4 contains 4273 members 
Mstep: Class 7 contains 91247 members 
Mstep: Class 8 contains 11832 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 2632 members 
Mstep: Class 12 contains 35186 members 
Mstep: Class 13 contains 47806 members 
Mstep: Class 14 contains 4369 members 
Mstep: Class 16 contains 5631 members 
Mstep: Class 17 contains 2178 members 
Mstep: Class 18 contains 164902 members 
Mstep: Class 19 contains 39730 members 
Mstep: Class 20 contains 3621 members 
Mstep: Class 21 contains 119411 members 
Mstep: Class 22 contains 9657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29075834.000000 Penalty: 34534.289062
Iteration 100F: 17 clusters Score -2.907583e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 4 contains 4269 members 
Mstep: Class 7 contains 90821 members 
Mstep: Class 8 contains 11844 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 2599 members 
Mstep: Class 12 contains 35224 members 
Mstep: Class 13 contains 47778 members 
Mstep: Class 14 contains 4372 members 
Mstep: Class 16 contains 5612 members 
Mstep: Class 17 contains 2177 members 
Mstep: Class 18 contains 164802 members 
Mstep: Class 19 contains 39637 members 
Mstep: Class 20 contains 3615 members 
Mstep: Class 21 contains 120058 members 
Mstep: Class 22 contains 9657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29075962.000000 Penalty: 34534.289062
Iteration 101Q: 17 clusters Score -2.907596e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 4 contains 4254 members 
Mstep: Class 7 contains 90388 members 
Mstep: Class 8 contains 11863 members 
Mstep: Class 10 contains 1187 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 12 contains 35275 members 
Mstep: Class 13 contains 47752 members 
Mstep: Class 14 contains 4375 members 
Mstep: Class 16 contains 5596 members 
Mstep: Class 17 contains 2173 members 
Mstep: Class 18 contains 164694 members 
Mstep: Class 19 contains 39561 members 
Mstep: Class 20 contains 3607 members 
Mstep: Class 21 contains 120701 members 
Mstep: Class 22 contains 9657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29076052.000000 Penalty: 34534.289062
Iteration 102Q: 17 clusters Score -2.907605e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 4 contains 4228 members 
Mstep: Class 7 contains 89956 members 
Mstep: Class 8 contains 11878 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 35329 members 
Mstep: Class 13 contains 47741 members 
Mstep: Class 14 contains 4378 members 
Mstep: Class 16 contains 5581 members 
Mstep: Class 17 contains 2170 members 
Mstep: Class 18 contains 164592 members 
Mstep: Class 19 contains 39499 members 
Mstep: Class 20 contains 3599 members 
Mstep: Class 21 contains 121319 members 
Mstep: Class 22 contains 9656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29076114.000000 Penalty: 34534.289062
Iteration 103Q: 17 clusters Score -2.907611e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 4 contains 4203 members 
Mstep: Class 7 contains 89497 members 
Mstep: Class 8 contains 11894 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 2485 members 
Mstep: Class 12 contains 35377 members 
Mstep: Class 13 contains 47732 members 
Mstep: Class 14 contains 4379 members 
Mstep: Class 16 contains 5557 members 
Mstep: Class 17 contains 2169 members 
Mstep: Class 18 contains 164495 members 
Mstep: Class 19 contains 39448 members 
Mstep: Class 20 contains 3593 members 
Mstep: Class 21 contains 121959 members 
Mstep: Class 22 contains 9656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29076264.000000 Penalty: 34534.289062
Iteration 104Q: 17 clusters Score -2.907626e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43168 members 
Mstep: Class 4 contains 4174 members 
Mstep: Class 7 contains 89067 members 
Mstep: Class 8 contains 11905 members 
Mstep: Class 10 contains 1178 members 
Mstep: Class 11 contains 2448 members 
Mstep: Class 12 contains 35427 members 
Mstep: Class 13 contains 47722 members 
Mstep: Class 14 contains 4385 members 
Mstep: Class 16 contains 5534 members 
Mstep: Class 17 contains 2169 members 
Mstep: Class 18 contains 164392 members 
Mstep: Class 19 contains 39396 members 
Mstep: Class 20 contains 3585 members 
Mstep: Class 21 contains 122582 members 
Mstep: Class 22 contains 9655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29076264.000000 Penalty: 34534.289062
Iteration 105Q: 17 clusters Score -2.907626e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 4 contains 4135 members 
Mstep: Class 7 contains 88669 members 
Mstep: Class 8 contains 11923 members 
Mstep: Class 10 contains 1177 members 
Mstep: Class 11 contains 2415 members 
Mstep: Class 12 contains 35482 members 
Mstep: Class 13 contains 47705 members 
Mstep: Class 14 contains 4386 members 
Mstep: Class 16 contains 5512 members 
Mstep: Class 17 contains 2166 members 
Mstep: Class 18 contains 164319 members 
Mstep: Class 19 contains 39337 members 
Mstep: Class 20 contains 3579 members 
Mstep: Class 21 contains 123157 members 
Mstep: Class 22 contains 9656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29076310.000000 Penalty: 34534.289062
Iteration 106Q: 17 clusters Score -2.907631e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 4 contains 4115 members 
Mstep: Class 7 contains 88262 members 
Mstep: Class 8 contains 11937 members 
Mstep: Class 10 contains 1169 members 
Mstep: Class 11 contains 2372 members 
Mstep: Class 12 contains 35536 members 
Mstep: Class 13 contains 47698 members 
Mstep: Class 14 contains 4385 members 
Mstep: Class 16 contains 5487 members 
Mstep: Class 17 contains 2168 members 
Mstep: Class 18 contains 164244 members 
Mstep: Class 19 contains 39271 members 
Mstep: Class 20 contains 3576 members 
Mstep: Class 21 contains 123738 members 
Mstep: Class 22 contains 9655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29076394.000000 Penalty: 34534.289062
Iteration 107Q: 17 clusters Score -2.907639e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 4 contains 4092 members 
Mstep: Class 7 contains 87864 members 
Mstep: Class 8 contains 11945 members 
Mstep: Class 10 contains 1168 members 
Mstep: Class 11 contains 2340 members 
Mstep: Class 12 contains 35591 members 
Mstep: Class 13 contains 47686 members 
Mstep: Class 14 contains 4383 members 
Mstep: Class 16 contains 5457 members 
Mstep: Class 17 contains 2168 members 
Mstep: Class 18 contains 164171 members 
Mstep: Class 19 contains 39216 members 
Mstep: Class 20 contains 3569 members 
Mstep: Class 21 contains 124291 members 
Mstep: Class 22 contains 9655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29076342.000000 Penalty: 34534.289062
Iteration 108Q: 17 clusters Score -2.907634e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 4 contains 4068 members 
Mstep: Class 7 contains 87489 members 
Mstep: Class 8 contains 11961 members 
Mstep: Class 10 contains 1170 members 
Mstep: Class 11 contains 2314 members 
Mstep: Class 12 contains 35648 members 
Mstep: Class 13 contains 47665 members 
Mstep: Class 14 contains 4384 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 2165 members 
Mstep: Class 18 contains 164086 members 
Mstep: Class 19 contains 39135 members 
Mstep: Class 20 contains 3569 members 
Mstep: Class 21 contains 124833 members 
Mstep: Class 22 contains 9655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29076482.000000 Penalty: 34534.289062
Iteration 109Q: 17 clusters Score -2.907648e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 7 contains 87107 members 
Mstep: Class 8 contains 11980 members 
Mstep: Class 10 contains 1166 members 
Mstep: Class 11 contains 2282 members 
Mstep: Class 12 contains 35704 members 
Mstep: Class 13 contains 47648 members 
Mstep: Class 14 contains 4383 members 
Mstep: Class 16 contains 5411 members 
Mstep: Class 17 contains 2162 members 
Mstep: Class 18 contains 164004 members 
Mstep: Class 19 contains 39063 members 
Mstep: Class 20 contains 3565 members 
Mstep: Class 21 contains 125386 members 
Mstep: Class 22 contains 9657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29076568.000000 Penalty: 34534.289062
Iteration 110Q: 17 clusters Score -2.907657e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 4 contains 4027 members 
Mstep: Class 7 contains 86717 members 
Mstep: Class 8 contains 11993 members 
Mstep: Class 10 contains 1164 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 35751 members 
Mstep: Class 13 contains 47638 members 
Mstep: Class 14 contains 4383 members 
Mstep: Class 16 contains 5400 members 
Mstep: Class 17 contains 2160 members 
Mstep: Class 18 contains 163914 members 
Mstep: Class 19 contains 39003 members 
Mstep: Class 20 contains 3560 members 
Mstep: Class 21 contains 125933 members 
Mstep: Class 22 contains 9656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29076556.000000 Penalty: 34534.289062
Iteration 111Q: 17 clusters Score -2.907656e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43243 members 
Mstep: Class 4 contains 4016 members 
Mstep: Class 7 contains 86330 members 
Mstep: Class 8 contains 12012 members 
Mstep: Class 10 contains 1165 members 
Mstep: Class 11 contains 2220 members 
Mstep: Class 12 contains 35798 members 
Mstep: Class 13 contains 47638 members 
Mstep: Class 14 contains 4383 members 
Mstep: Class 16 contains 5381 members 
Mstep: Class 17 contains 2160 members 
Mstep: Class 18 contains 163818 members 
Mstep: Class 19 contains 38951 members 
Mstep: Class 20 contains 3556 members 
Mstep: Class 21 contains 126462 members 
Mstep: Class 22 contains 9654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29076652.000000 Penalty: 34534.289062
Iteration 112Q: 17 clusters Score -2.907665e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43252 members 
Mstep: Class 4 contains 4010 members 
Mstep: Class 7 contains 85954 members 
Mstep: Class 8 contains 12021 members 
Mstep: Class 10 contains 1163 members 
Mstep: Class 11 contains 2187 members 
Mstep: Class 12 contains 35843 members 
Mstep: Class 13 contains 47643 members 
Mstep: Class 14 contains 4387 members 
Mstep: Class 16 contains 5350 members 
Mstep: Class 17 contains 2159 members 
Mstep: Class 18 contains 163730 members 
Mstep: Class 19 contains 38873 members 
Mstep: Class 20 contains 3555 members 
Mstep: Class 21 contains 127005 members 
Mstep: Class 22 contains 9655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29076768.000000 Penalty: 34534.289062
Iteration 113Q: 17 clusters Score -2.907677e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43271 members 
Mstep: Class 4 contains 4005 members 
Mstep: Class 7 contains 85553 members 
Mstep: Class 8 contains 12029 members 
Mstep: Class 10 contains 1158 members 
Mstep: Class 11 contains 2154 members 
Mstep: Class 12 contains 35885 members 
Mstep: Class 13 contains 47642 members 
Mstep: Class 14 contains 4388 members 
Mstep: Class 16 contains 5321 members 
Mstep: Class 17 contains 2159 members 
Mstep: Class 18 contains 163653 members 
Mstep: Class 19 contains 38814 members 
Mstep: Class 20 contains 3555 members 
Mstep: Class 21 contains 127544 members 
Mstep: Class 22 contains 9656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29076848.000000 Penalty: 34534.289062
Iteration 114Q: 17 clusters Score -2.907685e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 4 contains 3999 members 
Mstep: Class 7 contains 85141 members 
Mstep: Class 8 contains 12030 members 
Mstep: Class 10 contains 1153 members 
Mstep: Class 11 contains 2129 members 
Mstep: Class 12 contains 35935 members 
Mstep: Class 13 contains 47646 members 
Mstep: Class 14 contains 4394 members 
Mstep: Class 16 contains 5300 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 18 contains 163569 members 
Mstep: Class 19 contains 38758 members 
Mstep: Class 20 contains 3553 members 
Mstep: Class 21 contains 128071 members 
Mstep: Class 22 contains 9658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29076956.000000 Penalty: 34534.289062
Iteration 115Q: 17 clusters Score -2.907696e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43305 members 
Mstep: Class 4 contains 4003 members 
Mstep: Class 7 contains 84676 members 
Mstep: Class 8 contains 12035 members 
Mstep: Class 10 contains 1150 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 35996 members 
Mstep: Class 13 contains 47648 members 
Mstep: Class 14 contains 4397 members 
Mstep: Class 16 contains 5276 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 18 contains 163510 members 
Mstep: Class 19 contains 38696 members 
Mstep: Class 20 contains 3549 members 
Mstep: Class 21 contains 128623 members 
Mstep: Class 22 contains 9658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29077020.000000 Penalty: 34534.289062
Iteration 116Q: 17 clusters Score -2.907702e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 4 contains 4033 members 
Mstep: Class 7 contains 84218 members 
Mstep: Class 8 contains 12045 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 36062 members 
Mstep: Class 13 contains 47659 members 
Mstep: Class 14 contains 4389 members 
Mstep: Class 16 contains 5243 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 18 contains 163471 members 
Mstep: Class 19 contains 38638 members 
Mstep: Class 20 contains 3541 members 
Mstep: Class 21 contains 129135 members 
Mstep: Class 22 contains 9658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29077190.000000 Penalty: 34534.289062
Iteration 117Q: 17 clusters Score -2.907719e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 4 contains 4057 members 
Mstep: Class 7 contains 83758 members 
Mstep: Class 8 contains 12056 members 
Mstep: Class 10 contains 1131 members 
Mstep: Class 11 contains 2052 members 
Mstep: Class 12 contains 36142 members 
Mstep: Class 13 contains 47669 members 
Mstep: Class 14 contains 4384 members 
Mstep: Class 16 contains 5229 members 
Mstep: Class 17 contains 2160 members 
Mstep: Class 18 contains 163384 members 
Mstep: Class 19 contains 38592 members 
Mstep: Class 20 contains 3530 members 
Mstep: Class 21 contains 129658 members 
Mstep: Class 22 contains 9659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29077314.000000 Penalty: 34534.289062
Iteration 118Q: 17 clusters Score -2.907731e+07 nChanged 967
Entering ConstructFrom: 
Score: -29077314.000000 Penalty: 34534.289062
Entering ConstructFrom: 
Trying to split cluster 1 (43340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43340 members 
Entering Unmasked Estep 
Score: -2190403.750000 Penalty: 1734.985107
	Iteration 0F: 2 clusters Score -2190404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -2161373.750000 Penalty: 3469.970215
	Iteration 0F: 3 clusters Score -2161374 nChanged 20340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -2172917.750000 Penalty: 3469.970215
	Iteration 1F: 3 clusters Score -2172918 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -2173508.750000 Penalty: 3469.970215
	Iteration 2Q: 3 clusters Score -2173509 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -2174085.500000 Penalty: 3469.970215
	Iteration 3Q: 3 clusters Score -2174086 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -2174677.750000 Penalty: 3469.970215
	Iteration 4Q: 3 clusters Score -2174678 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -2175331.000000 Penalty: 3469.970215
	Iteration 5Q: 3 clusters Score -2175331 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -2176104.000000 Penalty: 3469.970215
	Iteration 6Q: 3 clusters Score -2176104 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -2176940.750000 Penalty: 3469.970215
	Iteration 7Q: 3 clusters Score -2176941 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -2177890.250000 Penalty: 3469.970215
	Iteration 8Q: 3 clusters Score -2177890 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -2178992.250000 Penalty: 3469.970215
	Iteration 9Q: 3 clusters Score -2178992 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -2180271.500000 Penalty: 3469.970215
	Iteration 10Q: 3 clusters Score -2180272 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -2181681.000000 Penalty: 3469.970215
	Iteration 11F: 3 clusters Score -2181681 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -2183085.250000 Penalty: 3469.970215
	Iteration 12Q: 3 clusters Score -2183085 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -2184497.750000 Penalty: 3469.970215
	Iteration 13Q: 3 clusters Score -2184498 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -2185833.500000 Penalty: 3469.970215
	Iteration 14Q: 3 clusters Score -2185834 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -2187044.750000 Penalty: 3469.970215
	Iteration 15Q: 3 clusters Score -2187045 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -2187966.250000 Penalty: 3469.970215
	Iteration 16Q: 3 clusters Score -2187966 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -2188583.750000 Penalty: 3469.970215
	Iteration 17Q: 3 clusters Score -2188584 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 42716 members 
Entering Unmasked Estep 
Score: -2188857.250000 Penalty: 3469.970215
	Iteration 18Q: 3 clusters Score -2188857 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -2188997.500000 Penalty: 3469.970215
	Iteration 19Q: 3 clusters Score -2188998 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 42943 members 
Entering Unmasked Estep 
Score: -2189069.500000 Penalty: 3469.970215
	Iteration 20F: 3 clusters Score -2189070 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -2189123.000000 Penalty: 3469.970215
	Iteration 21Q: 3 clusters Score -2189123 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 43010 members 
Entering Unmasked Estep 
Score: -2189133.500000 Penalty: 3469.970215
	Iteration 22Q: 3 clusters Score -2189134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -2189147.250000 Penalty: 3469.970215
	Iteration 23Q: 3 clusters Score -2189147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -2189152.250000 Penalty: 3469.970215
	Iteration 24Q: 3 clusters Score -2189152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 43021 members 
Entering Unmasked Estep 
Score: -2189155.500000 Penalty: 3469.970215
	Iteration 25Q: 3 clusters Score -2189156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -2189160.500000 Penalty: 3469.970215
	Iteration 26Q: 3 clusters Score -2189160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 43031 members 
Entering Unmasked Estep 
Score: -2189165.000000 Penalty: 3469.970215
	Iteration 27Q: 3 clusters Score -2189165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -2189165.000000 Penalty: 3469.970215
	Iteration 28Q: 3 clusters Score -2189165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -2189163.500000 Penalty: 3469.970215
	Iteration 29Q: 3 clusters Score -2189164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -2189163.500000 Penalty: 3469.970215
	Iteration 30F: 3 clusters Score -2189164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Entering Unmasked Estep 
Score: -216210.656250 Penalty: 1351.199951
	Iteration 0F: 2 clusters Score -216210.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -212800.875000 Penalty: 2702.399902
	Iteration 0F: 3 clusters Score -212800.9 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -213661.218750 Penalty: 2702.399902
	Iteration 1F: 3 clusters Score -213661.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -213828.062500 Penalty: 2702.399902
	Iteration 2F: 3 clusters Score -213828.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -213923.750000 Penalty: 2702.399902
	Iteration 3Q: 3 clusters Score -213923.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -213993.031250 Penalty: 2702.399902
	Iteration 4Q: 3 clusters Score -213993 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -214059.765625 Penalty: 2702.399902
	Iteration 5Q: 3 clusters Score -214059.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -214106.390625 Penalty: 2702.399902
	Iteration 6Q: 3 clusters Score -214106.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -214143.156250 Penalty: 2702.399902
	Iteration 7Q: 3 clusters Score -214143.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -214168.859375 Penalty: 2702.399902
	Iteration 8Q: 3 clusters Score -214168.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -214191.593750 Penalty: 2702.399902
	Iteration 9Q: 3 clusters Score -214191.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -214212.718750 Penalty: 2702.399902
	Iteration 10Q: 3 clusters Score -214212.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -214242.109375 Penalty: 2702.399902
	Iteration 11Q: 3 clusters Score -214242.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -214270.921875 Penalty: 2702.399902
	Iteration 12Q: 3 clusters Score -214270.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -214302.500000 Penalty: 2702.399902
	Iteration 13Q: 3 clusters Score -214302.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -214336.875000 Penalty: 2702.399902
	Iteration 14Q: 3 clusters Score -214336.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -214376.937500 Penalty: 2702.399902
	Iteration 15Q: 3 clusters Score -214376.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -214417.156250 Penalty: 2702.399902
	Iteration 16Q: 3 clusters Score -214417.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -214465.890625 Penalty: 2702.399902
	Iteration 17Q: 3 clusters Score -214465.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -214508.984375 Penalty: 2702.399902
	Iteration 18Q: 3 clusters Score -214509 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -214542.265625 Penalty: 2702.399902
	Iteration 19Q: 3 clusters Score -214542.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -214585.375000 Penalty: 2702.399902
	Iteration 20F: 3 clusters Score -214585.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -214633.984375 Penalty: 2702.399902
	Iteration 21Q: 3 clusters Score -214634 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -214687.093750 Penalty: 2702.399902
	Iteration 22Q: 3 clusters Score -214687.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -214726.015625 Penalty: 2702.399902
	Iteration 23Q: 3 clusters Score -214726 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -214755.906250 Penalty: 2702.399902
	Iteration 24Q: 3 clusters Score -214755.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -214783.859375 Penalty: 2702.399902
	Iteration 25Q: 3 clusters Score -214783.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -214798.906250 Penalty: 2702.399902
	Iteration 26Q: 3 clusters Score -214798.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -214814.484375 Penalty: 2702.399902
	Iteration 27Q: 3 clusters Score -214814.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -214828.890625 Penalty: 2702.399902
	Iteration 28Q: 3 clusters Score -214828.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -214848.000000 Penalty: 2702.399902
	Iteration 29Q: 3 clusters Score -214848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -214862.203125 Penalty: 2702.399902
	Iteration 30Q: 3 clusters Score -214862.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -214881.156250 Penalty: 2702.399902
	Iteration 31Q: 3 clusters Score -214881.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -214911.546875 Penalty: 2702.399902
	Iteration 32Q: 3 clusters Score -214911.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -214939.609375 Penalty: 2702.399902
	Iteration 33Q: 3 clusters Score -214939.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -214959.781250 Penalty: 2702.399902
	Iteration 34Q: 3 clusters Score -214959.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -214980.671875 Penalty: 2702.399902
	Iteration 35Q: 3 clusters Score -214980.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -214998.093750 Penalty: 2702.399902
	Iteration 36Q: 3 clusters Score -214998.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -215013.843750 Penalty: 2702.399902
	Iteration 37Q: 3 clusters Score -215013.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -215026.234375 Penalty: 2702.399902
	Iteration 38Q: 3 clusters Score -215026.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -215042.437500 Penalty: 2702.399902
	Iteration 39Q: 3 clusters Score -215042.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -215049.515625 Penalty: 2702.399902
	Iteration 40F: 3 clusters Score -215049.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -215053.468750 Penalty: 2702.399902
	Iteration 41Q: 3 clusters Score -215053.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -215055.828125 Penalty: 2702.399902
	Iteration 42Q: 3 clusters Score -215055.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -215059.953125 Penalty: 2702.399902
	Iteration 43Q: 3 clusters Score -215060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -215062.656250 Penalty: 2702.399902
	Iteration 44Q: 3 clusters Score -215062.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -215064.687500 Penalty: 2702.399902
	Iteration 45Q: 3 clusters Score -215064.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -215065.437500 Penalty: 2702.399902
	Iteration 46Q: 3 clusters Score -215065.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -215065.546875 Penalty: 2702.399902
	Iteration 47Q: 3 clusters Score -215065.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -215065.546875 Penalty: 2702.399902
	Iteration 48F: 3 clusters Score -215065.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (83291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83291 members 
Entering Unmasked Estep 
Score: -4202379.500000 Penalty: 1841.140625
	Iteration 0F: 2 clusters Score -4202380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -4146558.250000 Penalty: 3682.281250
	Iteration 0F: 3 clusters Score -4146558 nChanged 39756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 40570 members 
Entering Unmasked Estep 
Score: -4170006.000000 Penalty: 3682.281250
	Iteration 1F: 3 clusters Score -4170006 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -4171123.000000 Penalty: 3682.281250
	Iteration 2Q: 3 clusters Score -4171123 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 38511 members 
Entering Unmasked Estep 
Score: -4172751.250000 Penalty: 3682.281250
	Iteration 3Q: 3 clusters Score -4172751 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46482 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -4175015.000000 Penalty: 3682.281250
	Iteration 4F: 3 clusters Score -4175015 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48778 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -4178035.250000 Penalty: 3682.281250
	Iteration 5F: 3 clusters Score -4178035 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -4181818.500000 Penalty: 3682.281250
	Iteration 6F: 3 clusters Score -4181818 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54352 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -4185720.000000 Penalty: 3682.281250
	Iteration 7F: 3 clusters Score -4185720 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56767 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -4189043.750000 Penalty: 3682.281250
	Iteration 8F: 3 clusters Score -4189044 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58641 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -4191234.000000 Penalty: 3682.281250
	Iteration 9Q: 3 clusters Score -4191234 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60099 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -4192413.750000 Penalty: 3682.281250
	Iteration 10Q: 3 clusters Score -4192414 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61317 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -4193094.250000 Penalty: 3682.281250
	Iteration 11Q: 3 clusters Score -4193094 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62541 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -4193570.000000 Penalty: 3682.281250
	Iteration 12Q: 3 clusters Score -4193570 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63731 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -4193966.750000 Penalty: 3682.281250
	Iteration 13Q: 3 clusters Score -4193967 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64896 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -4194337.500000 Penalty: 3682.281250
	Iteration 14Q: 3 clusters Score -4194338 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66061 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -4194709.000000 Penalty: 3682.281250
	Iteration 15Q: 3 clusters Score -4194709 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67272 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -4195096.500000 Penalty: 3682.281250
	Iteration 16Q: 3 clusters Score -4195096 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68450 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -4195504.000000 Penalty: 3682.281250
	Iteration 17Q: 3 clusters Score -4195504 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69624 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -4195944.500000 Penalty: 3682.281250
	Iteration 18Q: 3 clusters Score -4195944 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70779 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -4196335.500000 Penalty: 3682.281250
	Iteration 19Q: 3 clusters Score -4196336 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71888 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -4196812.500000 Penalty: 3682.281250
	Iteration 20F: 3 clusters Score -4196812 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72964 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -4197259.500000 Penalty: 3682.281250
	Iteration 21Q: 3 clusters Score -4197260 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74009 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -4197667.500000 Penalty: 3682.281250
	Iteration 22Q: 3 clusters Score -4197668 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74951 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -4198105.000000 Penalty: 3682.281250
	Iteration 23Q: 3 clusters Score -4198105 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75856 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -4198466.500000 Penalty: 3682.281250
	Iteration 24Q: 3 clusters Score -4198466 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76641 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -4198795.000000 Penalty: 3682.281250
	Iteration 25Q: 3 clusters Score -4198795 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77354 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -4199169.000000 Penalty: 3682.281250
	Iteration 26Q: 3 clusters Score -4199169 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78007 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -4199462.500000 Penalty: 3682.281250
	Iteration 27Q: 3 clusters Score -4199462 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78601 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -4199786.500000 Penalty: 3682.281250
	Iteration 28Q: 3 clusters Score -4199786 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79126 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -4200014.500000 Penalty: 3682.281250
	Iteration 29Q: 3 clusters Score -4200014 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79581 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -4200239.000000 Penalty: 3682.281250
	Iteration 30Q: 3 clusters Score -4200239 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79958 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -4200398.500000 Penalty: 3682.281250
	Iteration 31Q: 3 clusters Score -4200398 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80260 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -4200532.000000 Penalty: 3682.281250
	Iteration 32Q: 3 clusters Score -4200532 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80557 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -4200653.500000 Penalty: 3682.281250
	Iteration 33Q: 3 clusters Score -4200654 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80792 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -4200749.000000 Penalty: 3682.281250
	Iteration 34Q: 3 clusters Score -4200749 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80985 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -4200816.000000 Penalty: 3682.281250
	Iteration 35Q: 3 clusters Score -4200816 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81157 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -4200896.000000 Penalty: 3682.281250
	Iteration 36Q: 3 clusters Score -4200896 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81312 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -4200952.000000 Penalty: 3682.281250
	Iteration 37Q: 3 clusters Score -4200952 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81433 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4200995.000000 Penalty: 3682.281250
	Iteration 38Q: 3 clusters Score -4200995 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81534 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4201028.000000 Penalty: 3682.281250
	Iteration 39Q: 3 clusters Score -4201028 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81619 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -4201045.000000 Penalty: 3682.281250
	Iteration 40F: 3 clusters Score -4201045 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81677 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4201057.500000 Penalty: 3682.281250
	Iteration 41Q: 3 clusters Score -4201058 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81712 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4201058.500000 Penalty: 3682.281250
	Iteration 42Q: 3 clusters Score -4201058 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81740 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -4201065.000000 Penalty: 3682.281250
	Iteration 43Q: 3 clusters Score -4201065 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81767 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4201075.000000 Penalty: 3682.281250
	Iteration 44Q: 3 clusters Score -4201075 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81797 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4201075.500000 Penalty: 3682.281250
	Iteration 45Q: 3 clusters Score -4201076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81825 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4201082.000000 Penalty: 3682.281250
	Iteration 46Q: 3 clusters Score -4201082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81843 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4201080.500000 Penalty: 3682.281250
	Iteration 47Q: 3 clusters Score -4201080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81856 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4201083.000000 Penalty: 3682.281250
	Iteration 48Q: 3 clusters Score -4201083 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81876 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4201094.000000 Penalty: 3682.281250
	Iteration 49Q: 3 clusters Score -4201094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81891 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4201103.000000 Penalty: 3682.281250
	Iteration 50Q: 3 clusters Score -4201103 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81908 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4201112.000000 Penalty: 3682.281250
	Iteration 51Q: 3 clusters Score -4201112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81922 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -4201110.000000 Penalty: 3682.281250
	Iteration 52Q: 3 clusters Score -4201110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81934 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4201113.500000 Penalty: 3682.281250
	Iteration 53Q: 3 clusters Score -4201114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81944 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4201116.500000 Penalty: 3682.281250
	Iteration 54Q: 3 clusters Score -4201116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81952 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4201118.000000 Penalty: 3682.281250
	Iteration 55Q: 3 clusters Score -4201118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81960 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -4201109.500000 Penalty: 3682.281250
	Iteration 56Q: 3 clusters Score -4201110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81967 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4201115.500000 Penalty: 3682.281250
	Iteration 57Q: 3 clusters Score -4201116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81973 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4201110.500000 Penalty: 3682.281250
	Iteration 58Q: 3 clusters Score -4201110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81977 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4201110.000000 Penalty: 3682.281250
	Iteration 59Q: 3 clusters Score -4201110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81980 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4201111.500000 Penalty: 3682.281250
	Iteration 60F: 3 clusters Score -4201112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81982 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -4201113.500000 Penalty: 3682.281250
	Iteration 61Q: 3 clusters Score -4201114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81984 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4201109.000000 Penalty: 3682.281250
	Iteration 62Q: 3 clusters Score -4201109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81985 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -4201116.000000 Penalty: 3682.281250
	Iteration 63Q: 3 clusters Score -4201116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81987 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4201115.000000 Penalty: 3682.281250
	Iteration 64Q: 3 clusters Score -4201115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81988 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4201115.500000 Penalty: 3682.281250
	Iteration 65Q: 3 clusters Score -4201116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81988 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4201115.500000 Penalty: 3682.281250
	Iteration 66F: 3 clusters Score -4201116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Entering Unmasked Estep 
Score: -599272.812500 Penalty: 1527.118042
	Iteration 0F: 2 clusters Score -599272.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -590710.062500 Penalty: 3054.236084
	Iteration 0F: 3 clusters Score -590710.1 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -593562.750000 Penalty: 3054.236084
	Iteration 1F: 3 clusters Score -593562.8 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -593824.562500 Penalty: 3054.236084
	Iteration 2F: 3 clusters Score -593824.6 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -594094.250000 Penalty: 3054.236084
	Iteration 3F: 3 clusters Score -594094.2 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -594356.187500 Penalty: 3054.236084
	Iteration 4Q: 3 clusters Score -594356.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -594642.000000 Penalty: 3054.236084
	Iteration 5Q: 3 clusters Score -594642 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -594959.312500 Penalty: 3054.236084
	Iteration 6Q: 3 clusters Score -594959.3 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -595416.000000 Penalty: 3054.236084
	Iteration 7F: 3 clusters Score -595416 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -596004.750000 Penalty: 3054.236084
	Iteration 8F: 3 clusters Score -596004.8 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -596707.812500 Penalty: 3054.236084
	Iteration 9F: 3 clusters Score -596707.8 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -597371.750000 Penalty: 3054.236084
	Iteration 10F: 3 clusters Score -597371.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -597770.562500 Penalty: 3054.236084
	Iteration 11Q: 3 clusters Score -597770.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -597925.250000 Penalty: 3054.236084
	Iteration 12Q: 3 clusters Score -597925.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -597985.562500 Penalty: 3054.236084
	Iteration 13Q: 3 clusters Score -597985.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -598024.437500 Penalty: 3054.236084
	Iteration 14Q: 3 clusters Score -598024.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -598046.875000 Penalty: 3054.236084
	Iteration 15Q: 3 clusters Score -598046.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -598063.437500 Penalty: 3054.236084
	Iteration 16Q: 3 clusters Score -598063.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -598073.687500 Penalty: 3054.236084
	Iteration 17Q: 3 clusters Score -598073.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -598083.062500 Penalty: 3054.236084
	Iteration 18Q: 3 clusters Score -598083.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -598097.750000 Penalty: 3054.236084
	Iteration 19Q: 3 clusters Score -598097.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -598105.875000 Penalty: 3054.236084
	Iteration 20F: 3 clusters Score -598105.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -598110.500000 Penalty: 3054.236084
	Iteration 21Q: 3 clusters Score -598110.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -598114.187500 Penalty: 3054.236084
	Iteration 22Q: 3 clusters Score -598114.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -598120.187500 Penalty: 3054.236084
	Iteration 23Q: 3 clusters Score -598120.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -598125.187500 Penalty: 3054.236084
	Iteration 24Q: 3 clusters Score -598125.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -598128.687500 Penalty: 3054.236084
	Iteration 25Q: 3 clusters Score -598128.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -598133.937500 Penalty: 3054.236084
	Iteration 26Q: 3 clusters Score -598133.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -598137.000000 Penalty: 3054.236084
	Iteration 27Q: 3 clusters Score -598137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -598138.812500 Penalty: 3054.236084
	Iteration 28Q: 3 clusters Score -598138.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -598141.500000 Penalty: 3054.236084
	Iteration 29Q: 3 clusters Score -598141.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -598144.875000 Penalty: 3054.236084
	Iteration 30Q: 3 clusters Score -598144.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -598146.687500 Penalty: 3054.236084
	Iteration 31Q: 3 clusters Score -598146.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -598148.562500 Penalty: 3054.236084
	Iteration 32Q: 3 clusters Score -598148.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -598150.687500 Penalty: 3054.236084
	Iteration 33Q: 3 clusters Score -598150.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -598154.187500 Penalty: 3054.236084
	Iteration 34Q: 3 clusters Score -598154.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -598152.625000 Penalty: 3054.236084
	Iteration 35Q: 3 clusters Score -598152.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -598154.937500 Penalty: 3054.236084
	Iteration 36Q: 3 clusters Score -598154.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -598157.375000 Penalty: 3054.236084
	Iteration 37Q: 3 clusters Score -598157.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -598156.562500 Penalty: 3054.236084
	Iteration 38Q: 3 clusters Score -598156.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -598157.375000 Penalty: 3054.236084
	Iteration 39Q: 3 clusters Score -598157.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -598157.750000 Penalty: 3054.236084
	Iteration 40F: 3 clusters Score -598157.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -598158.500000 Penalty: 3054.236084
	Iteration 41Q: 3 clusters Score -598158.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -598159.312500 Penalty: 3054.236084
	Iteration 42Q: 3 clusters Score -598159.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -598158.250000 Penalty: 3054.236084
	Iteration 43Q: 3 clusters Score -598158.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -598159.937500 Penalty: 3054.236084
	Iteration 44Q: 3 clusters Score -598159.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -598162.312500 Penalty: 3054.236084
	Iteration 45Q: 3 clusters Score -598162.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -598163.562500 Penalty: 3054.236084
	Iteration 46Q: 3 clusters Score -598163.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -598163.625000 Penalty: 3054.236084
	Iteration 47Q: 3 clusters Score -598163.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -598166.750000 Penalty: 3054.236084
	Iteration 48Q: 3 clusters Score -598166.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -598168.312500 Penalty: 3054.236084
	Iteration 49Q: 3 clusters Score -598168.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -598169.875000 Penalty: 3054.236084
	Iteration 50Q: 3 clusters Score -598169.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -598171.000000 Penalty: 3054.236084
	Iteration 51Q: 3 clusters Score -598171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -598171.125000 Penalty: 3054.236084
	Iteration 52Q: 3 clusters Score -598171.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -598170.625000 Penalty: 3054.236084
	Iteration 53Q: 3 clusters Score -598170.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -598170.437500 Penalty: 3054.236084
	Iteration 54Q: 3 clusters Score -598170.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -598171.000000 Penalty: 3054.236084
	Iteration 55Q: 3 clusters Score -598171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -598172.187500 Penalty: 3054.236084
	Iteration 56Q: 3 clusters Score -598172.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -598172.500000 Penalty: 3054.236084
	Iteration 57Q: 3 clusters Score -598172.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -598172.312500 Penalty: 3054.236084
	Iteration 58Q: 3 clusters Score -598172.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -598172.250000 Penalty: 3054.236084
	Iteration 59Q: 3 clusters Score -598172.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -598171.187500 Penalty: 3054.236084
	Iteration 60F: 3 clusters Score -598171.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -598171.875000 Penalty: 3054.236084
	Iteration 61Q: 3 clusters Score -598171.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -598172.437500 Penalty: 3054.236084
	Iteration 62Q: 3 clusters Score -598172.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -598172.062500 Penalty: 3054.236084
	Iteration 63Q: 3 clusters Score -598172.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -598172.062500 Penalty: 3054.236084
	Iteration 64F: 3 clusters Score -598172.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Entering Unmasked Estep 
Score: -55659.152344 Penalty: 1141.216064
	Iteration 0F: 2 clusters Score -55659.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -54137.167969 Penalty: 2282.432129
	Iteration 0F: 3 clusters Score -54137.17 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -54410.507812 Penalty: 2282.432129
	Iteration 1F: 3 clusters Score -54410.51 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -54487.359375 Penalty: 2282.432129
	Iteration 2F: 3 clusters Score -54487.36 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -54531.914062 Penalty: 2282.432129
	Iteration 3Q: 3 clusters Score -54531.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -54550.375000 Penalty: 2282.432129
	Iteration 4Q: 3 clusters Score -54550.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -54564.445312 Penalty: 2282.432129
	Iteration 5Q: 3 clusters Score -54564.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -54576.906250 Penalty: 2282.432129
	Iteration 6Q: 3 clusters Score -54576.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -54582.355469 Penalty: 2282.432129
	Iteration 7Q: 3 clusters Score -54582.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -54590.234375 Penalty: 2282.432129
	Iteration 8Q: 3 clusters Score -54590.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -54598.621094 Penalty: 2282.432129
	Iteration 9Q: 3 clusters Score -54598.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -54606.390625 Penalty: 2282.432129
	Iteration 10Q: 3 clusters Score -54606.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -54609.812500 Penalty: 2282.432129
	Iteration 11Q: 3 clusters Score -54609.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -54612.554688 Penalty: 2282.432129
	Iteration 12Q: 3 clusters Score -54612.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -54614.390625 Penalty: 2282.432129
	Iteration 13Q: 3 clusters Score -54614.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -54614.390625 Penalty: 2282.432129
	Iteration 14F: 3 clusters Score -54614.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Entering Unmasked Estep 
Score: -107143.820312 Penalty: 1237.806030
	Iteration 0F: 2 clusters Score -107143.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -105026.171875 Penalty: 2475.612061
	Iteration 0F: 3 clusters Score -105026.2 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -105429.921875 Penalty: 2475.612061
	Iteration 1F: 3 clusters Score -105429.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -105530.203125 Penalty: 2475.612061
	Iteration 2F: 3 clusters Score -105530.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -105594.953125 Penalty: 2475.612061
	Iteration 3Q: 3 clusters Score -105595 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -105640.414062 Penalty: 2475.612061
	Iteration 4Q: 3 clusters Score -105640.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -105668.679688 Penalty: 2475.612061
	Iteration 5Q: 3 clusters Score -105668.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -105696.367188 Penalty: 2475.612061
	Iteration 6Q: 3 clusters Score -105696.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -105720.984375 Penalty: 2475.612061
	Iteration 7Q: 3 clusters Score -105721 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -105744.031250 Penalty: 2475.612061
	Iteration 8Q: 3 clusters Score -105744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -105756.117188 Penalty: 2475.612061
	Iteration 9Q: 3 clusters Score -105756.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -105766.226562 Penalty: 2475.612061
	Iteration 10Q: 3 clusters Score -105766.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -105772.117188 Penalty: 2475.612061
	Iteration 11Q: 3 clusters Score -105772.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -105782.984375 Penalty: 2475.612061
	Iteration 12Q: 3 clusters Score -105783 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -105793.984375 Penalty: 2475.612061
	Iteration 13Q: 3 clusters Score -105794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -105801.460938 Penalty: 2475.612061
	Iteration 14Q: 3 clusters Score -105801.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -105808.804688 Penalty: 2475.612061
	Iteration 15Q: 3 clusters Score -105808.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -105818.492188 Penalty: 2475.612061
	Iteration 16Q: 3 clusters Score -105818.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -105827.242188 Penalty: 2475.612061
	Iteration 17Q: 3 clusters Score -105827.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -105834.773438 Penalty: 2475.612061
	Iteration 18Q: 3 clusters Score -105834.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -105838.164062 Penalty: 2475.612061
	Iteration 19Q: 3 clusters Score -105838.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -105841.843750 Penalty: 2475.612061
	Iteration 20F: 3 clusters Score -105841.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -105844.164062 Penalty: 2475.612061
	Iteration 21Q: 3 clusters Score -105844.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -105850.242188 Penalty: 2475.612061
	Iteration 22Q: 3 clusters Score -105850.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -105858.070312 Penalty: 2475.612061
	Iteration 23Q: 3 clusters Score -105858.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -105862.445312 Penalty: 2475.612061
	Iteration 24Q: 3 clusters Score -105862.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -105865.585938 Penalty: 2475.612061
	Iteration 25Q: 3 clusters Score -105865.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -105868.757812 Penalty: 2475.612061
	Iteration 26Q: 3 clusters Score -105868.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -105870.750000 Penalty: 2475.612061
	Iteration 27Q: 3 clusters Score -105870.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -105873.156250 Penalty: 2475.612061
	Iteration 28Q: 3 clusters Score -105873.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -105878.132812 Penalty: 2475.612061
	Iteration 29Q: 3 clusters Score -105878.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -105881.968750 Penalty: 2475.612061
	Iteration 30Q: 3 clusters Score -105882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -105883.375000 Penalty: 2475.612061
	Iteration 31Q: 3 clusters Score -105883.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -105885.398438 Penalty: 2475.612061
	Iteration 32Q: 3 clusters Score -105885.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -105885.867188 Penalty: 2475.612061
	Iteration 33Q: 3 clusters Score -105885.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -105886.992188 Penalty: 2475.612061
	Iteration 34Q: 3 clusters Score -105887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -105888.093750 Penalty: 2475.612061
	Iteration 35Q: 3 clusters Score -105888.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -105888.820312 Penalty: 2475.612061
	Iteration 36Q: 3 clusters Score -105888.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -105889.359375 Penalty: 2475.612061
	Iteration 37Q: 3 clusters Score -105889.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -105889.359375 Penalty: 2475.612061
	Iteration 38F: 3 clusters Score -105889.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (36202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Entering Unmasked Estep 
Score: -1924337.750000 Penalty: 1705.741333
	Iteration 0F: 2 clusters Score -1924338 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 18333 members 
Entering Unmasked Estep 
Score: -1900202.500000 Penalty: 3411.482666
	Iteration 0F: 3 clusters Score -1900202 nChanged 16697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -1909778.250000 Penalty: 3411.482666
	Iteration 1F: 3 clusters Score -1909778 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -1910945.875000 Penalty: 3411.482666
	Iteration 2F: 3 clusters Score -1910946 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -1912472.125000 Penalty: 3411.482666
	Iteration 3F: 3 clusters Score -1912472 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -1914125.250000 Penalty: 3411.482666
	Iteration 4F: 3 clusters Score -1914125 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -1915676.750000 Penalty: 3411.482666
	Iteration 5F: 3 clusters Score -1915677 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -1917158.750000 Penalty: 3411.482666
	Iteration 6F: 3 clusters Score -1917159 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -1918669.875000 Penalty: 3411.482666
	Iteration 7F: 3 clusters Score -1918670 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -1920071.375000 Penalty: 3411.482666
	Iteration 8Q: 3 clusters Score -1920071 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -1921142.750000 Penalty: 3411.482666
	Iteration 9Q: 3 clusters Score -1921143 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -1921869.500000 Penalty: 3411.482666
	Iteration 10Q: 3 clusters Score -1921870 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -1922295.500000 Penalty: 3411.482666
	Iteration 11Q: 3 clusters Score -1922296 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -1922536.375000 Penalty: 3411.482666
	Iteration 12Q: 3 clusters Score -1922536 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -1922673.750000 Penalty: 3411.482666
	Iteration 13Q: 3 clusters Score -1922674 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -1922751.375000 Penalty: 3411.482666
	Iteration 14Q: 3 clusters Score -1922751 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -1922779.750000 Penalty: 3411.482666
	Iteration 15Q: 3 clusters Score -1922780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -1922800.500000 Penalty: 3411.482666
	Iteration 16Q: 3 clusters Score -1922800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -1922821.000000 Penalty: 3411.482666
	Iteration 17Q: 3 clusters Score -1922821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -1922829.500000 Penalty: 3411.482666
	Iteration 18Q: 3 clusters Score -1922830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -1922838.375000 Penalty: 3411.482666
	Iteration 19Q: 3 clusters Score -1922838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -1922842.875000 Penalty: 3411.482666
	Iteration 20F: 3 clusters Score -1922843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -1922847.000000 Penalty: 3411.482666
	Iteration 21Q: 3 clusters Score -1922847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -1922847.250000 Penalty: 3411.482666
	Iteration 22Q: 3 clusters Score -1922847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -1922847.250000 Penalty: 3411.482666
	Iteration 23F: 3 clusters Score -1922847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (47676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47676 members 
Entering Unmasked Estep 
Score: -2461920.750000 Penalty: 1750.479858
	Iteration 0F: 2 clusters Score -2461921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -2430006.500000 Penalty: 3500.959717
	Iteration 0F: 3 clusters Score -2430006 nChanged 22291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -2442623.500000 Penalty: 3500.959717
	Iteration 1F: 3 clusters Score -2442624 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -2443143.000000 Penalty: 3500.959717
	Iteration 2Q: 3 clusters Score -2443143 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -2443725.500000 Penalty: 3500.959717
	Iteration 3Q: 3 clusters Score -2443726 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -2444386.750000 Penalty: 3500.959717
	Iteration 4Q: 3 clusters Score -2444387 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -2445264.000000 Penalty: 3500.959717
	Iteration 5Q: 3 clusters Score -2445264 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -2446569.250000 Penalty: 3500.959717
	Iteration 6Q: 3 clusters Score -2446569 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -2448482.000000 Penalty: 3500.959717
	Iteration 7F: 3 clusters Score -2448482 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -2450773.250000 Penalty: 3500.959717
	Iteration 8F: 3 clusters Score -2450773 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -2452715.750000 Penalty: 3500.959717
	Iteration 9F: 3 clusters Score -2452716 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -2453687.000000 Penalty: 3500.959717
	Iteration 10Q: 3 clusters Score -2453687 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -2454139.750000 Penalty: 3500.959717
	Iteration 11Q: 3 clusters Score -2454140 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -2454390.750000 Penalty: 3500.959717
	Iteration 12Q: 3 clusters Score -2454391 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -2454614.750000 Penalty: 3500.959717
	Iteration 13Q: 3 clusters Score -2454615 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -2454839.250000 Penalty: 3500.959717
	Iteration 14Q: 3 clusters Score -2454839 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -2455037.250000 Penalty: 3500.959717
	Iteration 15Q: 3 clusters Score -2455037 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -2455237.750000 Penalty: 3500.959717
	Iteration 16Q: 3 clusters Score -2455238 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -2455428.750000 Penalty: 3500.959717
	Iteration 17Q: 3 clusters Score -2455429 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -2455566.750000 Penalty: 3500.959717
	Iteration 18Q: 3 clusters Score -2455567 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -2455720.250000 Penalty: 3500.959717
	Iteration 19Q: 3 clusters Score -2455720 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -2455830.000000 Penalty: 3500.959717
	Iteration 20F: 3 clusters Score -2455830 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -2455928.750000 Penalty: 3500.959717
	Iteration 21Q: 3 clusters Score -2455929 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -2456050.500000 Penalty: 3500.959717
	Iteration 22Q: 3 clusters Score -2456050 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -2456150.250000 Penalty: 3500.959717
	Iteration 23Q: 3 clusters Score -2456150 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -2456279.250000 Penalty: 3500.959717
	Iteration 24Q: 3 clusters Score -2456279 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -2456399.750000 Penalty: 3500.959717
	Iteration 25Q: 3 clusters Score -2456400 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -2456494.250000 Penalty: 3500.959717
	Iteration 26Q: 3 clusters Score -2456494 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 34043 members 
Entering Unmasked Estep 
Score: -2456595.500000 Penalty: 3500.959717
	Iteration 27Q: 3 clusters Score -2456596 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -2456725.750000 Penalty: 3500.959717
	Iteration 28Q: 3 clusters Score -2456726 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -2456830.250000 Penalty: 3500.959717
	Iteration 29Q: 3 clusters Score -2456830 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -2456966.500000 Penalty: 3500.959717
	Iteration 30Q: 3 clusters Score -2456966 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -2457095.250000 Penalty: 3500.959717
	Iteration 31Q: 3 clusters Score -2457095 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 36562 members 
Entering Unmasked Estep 
Score: -2457207.500000 Penalty: 3500.959717
	Iteration 32Q: 3 clusters Score -2457208 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -2457324.500000 Penalty: 3500.959717
	Iteration 33Q: 3 clusters Score -2457324 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -2457444.250000 Penalty: 3500.959717
	Iteration 34Q: 3 clusters Score -2457444 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -2457562.500000 Penalty: 3500.959717
	Iteration 35Q: 3 clusters Score -2457562 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -2457672.250000 Penalty: 3500.959717
	Iteration 36Q: 3 clusters Score -2457672 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -2457804.500000 Penalty: 3500.959717
	Iteration 37Q: 3 clusters Score -2457804 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -2457915.750000 Penalty: 3500.959717
	Iteration 38Q: 3 clusters Score -2457916 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
Score: -2458031.250000 Penalty: 3500.959717
	Iteration 39Q: 3 clusters Score -2458031 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -2458125.000000 Penalty: 3500.959717
	Iteration 40F: 3 clusters Score -2458125 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -2458248.000000 Penalty: 3500.959717
	Iteration 41Q: 3 clusters Score -2458248 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 41030 members 
Entering Unmasked Estep 
Score: -2458349.250000 Penalty: 3500.959717
	Iteration 42Q: 3 clusters Score -2458349 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -2458473.250000 Penalty: 3500.959717
	Iteration 43Q: 3 clusters Score -2458473 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -2458608.500000 Penalty: 3500.959717
	Iteration 44Q: 3 clusters Score -2458608 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -2458731.000000 Penalty: 3500.959717
	Iteration 45Q: 3 clusters Score -2458731 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
Score: -2458847.250000 Penalty: 3500.959717
	Iteration 46Q: 3 clusters Score -2458847 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
Score: -2458966.250000 Penalty: 3500.959717
	Iteration 47Q: 3 clusters Score -2458966 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -2459071.750000 Penalty: 3500.959717
	Iteration 48Q: 3 clusters Score -2459072 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -2459185.750000 Penalty: 3500.959717
	Iteration 49Q: 3 clusters Score -2459186 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 43963 members 
Entering Unmasked Estep 
Score: -2459289.000000 Penalty: 3500.959717
	Iteration 50Q: 3 clusters Score -2459289 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -2459388.000000 Penalty: 3500.959717
	Iteration 51Q: 3 clusters Score -2459388 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 44516 members 
Entering Unmasked Estep 
Score: -2459486.750000 Penalty: 3500.959717
	Iteration 52Q: 3 clusters Score -2459487 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -2459588.750000 Penalty: 3500.959717
	Iteration 53Q: 3 clusters Score -2459589 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -2459682.250000 Penalty: 3500.959717
	Iteration 54Q: 3 clusters Score -2459682 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -2459784.750000 Penalty: 3500.959717
	Iteration 55Q: 3 clusters Score -2459785 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -2459862.250000 Penalty: 3500.959717
	Iteration 56Q: 3 clusters Score -2459862 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 45659 members 
Entering Unmasked Estep 
Score: -2459935.000000 Penalty: 3500.959717
	Iteration 57Q: 3 clusters Score -2459935 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 45826 members 
Entering Unmasked Estep 
Score: -2459998.250000 Penalty: 3500.959717
	Iteration 58Q: 3 clusters Score -2459998 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -2460047.500000 Penalty: 3500.959717
	Iteration 59Q: 3 clusters Score -2460048 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 46096 members 
Entering Unmasked Estep 
Score: -2460092.000000 Penalty: 3500.959717
	Iteration 60F: 3 clusters Score -2460092 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -2460141.500000 Penalty: 3500.959717
	Iteration 61Q: 3 clusters Score -2460142 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -2460189.500000 Penalty: 3500.959717
	Iteration 62Q: 3 clusters Score -2460190 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 46433 members 
Entering Unmasked Estep 
Score: -2460240.500000 Penalty: 3500.959717
	Iteration 63Q: 3 clusters Score -2460240 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 46531 members 
Entering Unmasked Estep 
Score: -2460279.250000 Penalty: 3500.959717
	Iteration 64Q: 3 clusters Score -2460279 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 46606 members 
Entering Unmasked Estep 
Score: -2460320.750000 Penalty: 3500.959717
	Iteration 65Q: 3 clusters Score -2460321 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 46665 members 
Entering Unmasked Estep 
Score: -2460348.000000 Penalty: 3500.959717
	Iteration 66Q: 3 clusters Score -2460348 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -2460371.500000 Penalty: 3500.959717
	Iteration 67Q: 3 clusters Score -2460372 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -2460395.250000 Penalty: 3500.959717
	Iteration 68Q: 3 clusters Score -2460395 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 46788 members 
Entering Unmasked Estep 
Score: -2460406.500000 Penalty: 3500.959717
	Iteration 69Q: 3 clusters Score -2460406 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 46816 members 
Entering Unmasked Estep 
Score: -2460419.250000 Penalty: 3500.959717
	Iteration 70Q: 3 clusters Score -2460419 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 46845 members 
Entering Unmasked Estep 
Score: -2460430.250000 Penalty: 3500.959717
	Iteration 71Q: 3 clusters Score -2460430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 46863 members 
Entering Unmasked Estep 
Score: -2460431.750000 Penalty: 3500.959717
	Iteration 72Q: 3 clusters Score -2460432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 46879 members 
Entering Unmasked Estep 
Score: -2460439.750000 Penalty: 3500.959717
	Iteration 73Q: 3 clusters Score -2460440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 46890 members 
Entering Unmasked Estep 
Score: -2460446.250000 Penalty: 3500.959717
	Iteration 74Q: 3 clusters Score -2460446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 46904 members 
Entering Unmasked Estep 
Score: -2460450.000000 Penalty: 3500.959717
	Iteration 75Q: 3 clusters Score -2460450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -2460461.750000 Penalty: 3500.959717
	Iteration 76Q: 3 clusters Score -2460462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
Score: -2460466.250000 Penalty: 3500.959717
	Iteration 77Q: 3 clusters Score -2460466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 46935 members 
Entering Unmasked Estep 
Score: -2460468.000000 Penalty: 3500.959717
	Iteration 78Q: 3 clusters Score -2460468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 46942 members 
Entering Unmasked Estep 
Score: -2460475.250000 Penalty: 3500.959717
	Iteration 79Q: 3 clusters Score -2460475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 46949 members 
Entering Unmasked Estep 
Score: -2460475.250000 Penalty: 3500.959717
	Iteration 80F: 3 clusters Score -2460475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 46956 members 
Entering Unmasked Estep 
Score: -2460478.750000 Penalty: 3500.959717
	Iteration 81Q: 3 clusters Score -2460479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 46962 members 
Entering Unmasked Estep 
Score: -2460478.250000 Penalty: 3500.959717
	Iteration 82Q: 3 clusters Score -2460478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 46963 members 
Entering Unmasked Estep 
Score: -2460478.750000 Penalty: 3500.959717
	Iteration 83Q: 3 clusters Score -2460479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 46964 members 
Entering Unmasked Estep 
Score: -2460479.000000 Penalty: 3500.959717
	Iteration 84Q: 3 clusters Score -2460479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 46964 members 
Entering Unmasked Estep 
Score: -2460479.000000 Penalty: 3500.959717
	Iteration 85F: 3 clusters Score -2460479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Entering Unmasked Estep 
Score: -203911.437500 Penalty: 1362.864258
	Iteration 0F: 2 clusters Score -203911.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -200331.375000 Penalty: 2725.728516
	Iteration 0F: 3 clusters Score -200331.4 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -201282.109375 Penalty: 2725.728516
	Iteration 1F: 3 clusters Score -201282.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -201464.406250 Penalty: 2725.728516
	Iteration 2F: 3 clusters Score -201464.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -201601.937500 Penalty: 2725.728516
	Iteration 3F: 3 clusters Score -201601.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -201695.406250 Penalty: 2725.728516
	Iteration 4Q: 3 clusters Score -201695.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -201787.015625 Penalty: 2725.728516
	Iteration 5Q: 3 clusters Score -201787 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -201904.687500 Penalty: 2725.728516
	Iteration 6Q: 3 clusters Score -201904.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -202049.343750 Penalty: 2725.728516
	Iteration 7Q: 3 clusters Score -202049.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -202203.546875 Penalty: 2725.728516
	Iteration 8Q: 3 clusters Score -202203.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -202343.765625 Penalty: 2725.728516
	Iteration 9Q: 3 clusters Score -202343.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -202486.015625 Penalty: 2725.728516
	Iteration 10Q: 3 clusters Score -202486 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -202603.484375 Penalty: 2725.728516
	Iteration 11Q: 3 clusters Score -202603.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -202700.031250 Penalty: 2725.728516
	Iteration 12Q: 3 clusters Score -202700 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -202767.765625 Penalty: 2725.728516
	Iteration 13Q: 3 clusters Score -202767.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -202813.062500 Penalty: 2725.728516
	Iteration 14Q: 3 clusters Score -202813.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -202843.812500 Penalty: 2725.728516
	Iteration 15Q: 3 clusters Score -202843.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -202860.343750 Penalty: 2725.728516
	Iteration 16Q: 3 clusters Score -202860.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -202873.031250 Penalty: 2725.728516
	Iteration 17Q: 3 clusters Score -202873 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -202882.125000 Penalty: 2725.728516
	Iteration 18Q: 3 clusters Score -202882.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -202888.390625 Penalty: 2725.728516
	Iteration 19Q: 3 clusters Score -202888.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -202891.812500 Penalty: 2725.728516
	Iteration 20F: 3 clusters Score -202891.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -202894.812500 Penalty: 2725.728516
	Iteration 21Q: 3 clusters Score -202894.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -202899.093750 Penalty: 2725.728516
	Iteration 22Q: 3 clusters Score -202899.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -202901.828125 Penalty: 2725.728516
	Iteration 23Q: 3 clusters Score -202901.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -202905.859375 Penalty: 2725.728516
	Iteration 24Q: 3 clusters Score -202905.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -202910.640625 Penalty: 2725.728516
	Iteration 25Q: 3 clusters Score -202910.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -202916.250000 Penalty: 2725.728516
	Iteration 26Q: 3 clusters Score -202916.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -202917.312500 Penalty: 2725.728516
	Iteration 27Q: 3 clusters Score -202917.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -202920.015625 Penalty: 2725.728516
	Iteration 28Q: 3 clusters Score -202920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -202923.609375 Penalty: 2725.728516
	Iteration 29Q: 3 clusters Score -202923.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -202929.484375 Penalty: 2725.728516
	Iteration 30Q: 3 clusters Score -202929.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -202931.953125 Penalty: 2725.728516
	Iteration 31Q: 3 clusters Score -202932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -202935.984375 Penalty: 2725.728516
	Iteration 32Q: 3 clusters Score -202936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -202938.937500 Penalty: 2725.728516
	Iteration 33Q: 3 clusters Score -202938.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -202940.500000 Penalty: 2725.728516
	Iteration 34Q: 3 clusters Score -202940.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -202941.265625 Penalty: 2725.728516
	Iteration 35Q: 3 clusters Score -202941.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -202941.265625 Penalty: 2725.728516
	Iteration 36F: 3 clusters Score -202941.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Entering Unmasked Estep 
Score: -281677.625000 Penalty: 1391.165527
	Iteration 0F: 2 clusters Score -281677.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -277590.875000 Penalty: 2782.331055
	Iteration 0F: 3 clusters Score -277590.9 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -278717.718750 Penalty: 2782.331055
	Iteration 1F: 3 clusters Score -278717.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -278896.343750 Penalty: 2782.331055
	Iteration 2F: 3 clusters Score -278896.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -279035.843750 Penalty: 2782.331055
	Iteration 3F: 3 clusters Score -279035.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -279142.843750 Penalty: 2782.331055
	Iteration 4Q: 3 clusters Score -279142.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -279220.968750 Penalty: 2782.331055
	Iteration 5Q: 3 clusters Score -279221 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -279298.937500 Penalty: 2782.331055
	Iteration 6Q: 3 clusters Score -279298.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -279362.500000 Penalty: 2782.331055
	Iteration 7Q: 3 clusters Score -279362.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -279404.343750 Penalty: 2782.331055
	Iteration 8Q: 3 clusters Score -279404.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -279443.343750 Penalty: 2782.331055
	Iteration 9Q: 3 clusters Score -279443.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -279490.218750 Penalty: 2782.331055
	Iteration 10Q: 3 clusters Score -279490.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -279544.593750 Penalty: 2782.331055
	Iteration 11Q: 3 clusters Score -279544.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -279600.312500 Penalty: 2782.331055
	Iteration 12Q: 3 clusters Score -279600.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -279648.906250 Penalty: 2782.331055
	Iteration 13Q: 3 clusters Score -279648.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -279702.875000 Penalty: 2782.331055
	Iteration 14Q: 3 clusters Score -279702.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -279771.531250 Penalty: 2782.331055
	Iteration 15Q: 3 clusters Score -279771.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -279852.562500 Penalty: 2782.331055
	Iteration 16Q: 3 clusters Score -279852.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -279922.593750 Penalty: 2782.331055
	Iteration 17Q: 3 clusters Score -279922.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -279971.125000 Penalty: 2782.331055
	Iteration 18Q: 3 clusters Score -279971.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -280014.156250 Penalty: 2782.331055
	Iteration 19Q: 3 clusters Score -280014.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -280048.656250 Penalty: 2782.331055
	Iteration 20F: 3 clusters Score -280048.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -280080.812500 Penalty: 2782.331055
	Iteration 21Q: 3 clusters Score -280080.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -280104.000000 Penalty: 2782.331055
	Iteration 22Q: 3 clusters Score -280104 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -280120.968750 Penalty: 2782.331055
	Iteration 23Q: 3 clusters Score -280121 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -280139.906250 Penalty: 2782.331055
	Iteration 24Q: 3 clusters Score -280139.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -280154.437500 Penalty: 2782.331055
	Iteration 25Q: 3 clusters Score -280154.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -280167.000000 Penalty: 2782.331055
	Iteration 26Q: 3 clusters Score -280167 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -280180.906250 Penalty: 2782.331055
	Iteration 27Q: 3 clusters Score -280180.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -280189.406250 Penalty: 2782.331055
	Iteration 28Q: 3 clusters Score -280189.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -280200.343750 Penalty: 2782.331055
	Iteration 29Q: 3 clusters Score -280200.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -280207.812500 Penalty: 2782.331055
	Iteration 30Q: 3 clusters Score -280207.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -280213.000000 Penalty: 2782.331055
	Iteration 31Q: 3 clusters Score -280213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -280217.031250 Penalty: 2782.331055
	Iteration 32Q: 3 clusters Score -280217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -280221.656250 Penalty: 2782.331055
	Iteration 33Q: 3 clusters Score -280221.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -280226.437500 Penalty: 2782.331055
	Iteration 34Q: 3 clusters Score -280226.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -280231.468750 Penalty: 2782.331055
	Iteration 35Q: 3 clusters Score -280231.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -280234.968750 Penalty: 2782.331055
	Iteration 36Q: 3 clusters Score -280235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -280239.062500 Penalty: 2782.331055
	Iteration 37Q: 3 clusters Score -280239.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -280242.437500 Penalty: 2782.331055
	Iteration 38Q: 3 clusters Score -280242.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -280244.781250 Penalty: 2782.331055
	Iteration 39Q: 3 clusters Score -280244.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -280248.093750 Penalty: 2782.331055
	Iteration 40F: 3 clusters Score -280248.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -280252.781250 Penalty: 2782.331055
	Iteration 41Q: 3 clusters Score -280252.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -280258.906250 Penalty: 2782.331055
	Iteration 42Q: 3 clusters Score -280258.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -280262.437500 Penalty: 2782.331055
	Iteration 43Q: 3 clusters Score -280262.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -280265.937500 Penalty: 2782.331055
	Iteration 44Q: 3 clusters Score -280265.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -280267.500000 Penalty: 2782.331055
	Iteration 45Q: 3 clusters Score -280267.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -280269.281250 Penalty: 2782.331055
	Iteration 46Q: 3 clusters Score -280269.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -280271.843750 Penalty: 2782.331055
	Iteration 47Q: 3 clusters Score -280271.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -280273.750000 Penalty: 2782.331055
	Iteration 48Q: 3 clusters Score -280273.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -280276.281250 Penalty: 2782.331055
	Iteration 49Q: 3 clusters Score -280276.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -280279.406250 Penalty: 2782.331055
	Iteration 50Q: 3 clusters Score -280279.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -280281.875000 Penalty: 2782.331055
	Iteration 51Q: 3 clusters Score -280281.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -280285.875000 Penalty: 2782.331055
	Iteration 52Q: 3 clusters Score -280285.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -280289.781250 Penalty: 2782.331055
	Iteration 53Q: 3 clusters Score -280289.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -280293.437500 Penalty: 2782.331055
	Iteration 54Q: 3 clusters Score -280293.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -280296.218750 Penalty: 2782.331055
	Iteration 55Q: 3 clusters Score -280296.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -280296.968750 Penalty: 2782.331055
	Iteration 56Q: 3 clusters Score -280297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -280298.500000 Penalty: 2782.331055
	Iteration 57Q: 3 clusters Score -280298.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -280299.875000 Penalty: 2782.331055
	Iteration 58Q: 3 clusters Score -280299.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -280301.093750 Penalty: 2782.331055
	Iteration 59Q: 3 clusters Score -280301.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -280301.562500 Penalty: 2782.331055
	Iteration 60F: 3 clusters Score -280301.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -280301.562500 Penalty: 2782.331055
	Iteration 61Q: 3 clusters Score -280301.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -280303.906250 Penalty: 2782.331055
	Iteration 62Q: 3 clusters Score -280303.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -280307.062500 Penalty: 2782.331055
	Iteration 63Q: 3 clusters Score -280307.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -280309.375000 Penalty: 2782.331055
	Iteration 64Q: 3 clusters Score -280309.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -280312.156250 Penalty: 2782.331055
	Iteration 65Q: 3 clusters Score -280312.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -280314.750000 Penalty: 2782.331055
	Iteration 66Q: 3 clusters Score -280314.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -280318.375000 Penalty: 2782.331055
	Iteration 67Q: 3 clusters Score -280318.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -280321.500000 Penalty: 2782.331055
	Iteration 68Q: 3 clusters Score -280321.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -280323.531250 Penalty: 2782.331055
	Iteration 69Q: 3 clusters Score -280323.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -280325.031250 Penalty: 2782.331055
	Iteration 70Q: 3 clusters Score -280325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -280328.062500 Penalty: 2782.331055
	Iteration 71Q: 3 clusters Score -280328.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -280333.250000 Penalty: 2782.331055
	Iteration 72Q: 3 clusters Score -280333.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -280339.781250 Penalty: 2782.331055
	Iteration 73Q: 3 clusters Score -280339.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -280346.312500 Penalty: 2782.331055
	Iteration 74Q: 3 clusters Score -280346.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -280353.250000 Penalty: 2782.331055
	Iteration 75Q: 3 clusters Score -280353.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -280357.562500 Penalty: 2782.331055
	Iteration 76Q: 3 clusters Score -280357.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -280359.750000 Penalty: 2782.331055
	Iteration 77Q: 3 clusters Score -280359.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -280361.781250 Penalty: 2782.331055
	Iteration 78Q: 3 clusters Score -280361.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -280364.625000 Penalty: 2782.331055
	Iteration 79Q: 3 clusters Score -280364.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -280367.125000 Penalty: 2782.331055
	Iteration 80F: 3 clusters Score -280367.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -280371.437500 Penalty: 2782.331055
	Iteration 81Q: 3 clusters Score -280371.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -280373.968750 Penalty: 2782.331055
	Iteration 82Q: 3 clusters Score -280374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -280375.812500 Penalty: 2782.331055
	Iteration 83Q: 3 clusters Score -280375.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -280377.218750 Penalty: 2782.331055
	Iteration 84Q: 3 clusters Score -280377.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -280378.750000 Penalty: 2782.331055
	Iteration 85Q: 3 clusters Score -280378.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -280379.625000 Penalty: 2782.331055
	Iteration 86Q: 3 clusters Score -280379.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -280380.343750 Penalty: 2782.331055
	Iteration 87Q: 3 clusters Score -280380.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -280380.875000 Penalty: 2782.331055
	Iteration 88Q: 3 clusters Score -280380.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -280381.437500 Penalty: 2782.331055
	Iteration 89Q: 3 clusters Score -280381.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -280381.656250 Penalty: 2782.331055
	Iteration 90Q: 3 clusters Score -280381.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -280381.500000 Penalty: 2782.331055
	Iteration 91Q: 3 clusters Score -280381.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -280382.843750 Penalty: 2782.331055
	Iteration 92Q: 3 clusters Score -280382.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -280382.843750 Penalty: 2782.331055
	Iteration 93F: 3 clusters Score -280382.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Entering Unmasked Estep 
Score: -105010.218750 Penalty: 1248.103516
	Iteration 0F: 2 clusters Score -105010.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -102830.359375 Penalty: 2496.207031
	Iteration 0F: 3 clusters Score -102830.4 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -103271.015625 Penalty: 2496.207031
	Iteration 1F: 3 clusters Score -103271 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -103370.070312 Penalty: 2496.207031
	Iteration 2F: 3 clusters Score -103370.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -103438.382812 Penalty: 2496.207031
	Iteration 3F: 3 clusters Score -103438.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -103491.179688 Penalty: 2496.207031
	Iteration 4Q: 3 clusters Score -103491.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -103524.945312 Penalty: 2496.207031
	Iteration 5Q: 3 clusters Score -103524.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -103563.484375 Penalty: 2496.207031
	Iteration 6Q: 3 clusters Score -103563.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -103599.609375 Penalty: 2496.207031
	Iteration 7Q: 3 clusters Score -103599.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -103629.726562 Penalty: 2496.207031
	Iteration 8Q: 3 clusters Score -103629.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -103661.367188 Penalty: 2496.207031
	Iteration 9Q: 3 clusters Score -103661.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -103682.890625 Penalty: 2496.207031
	Iteration 10Q: 3 clusters Score -103682.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -103703.093750 Penalty: 2496.207031
	Iteration 11Q: 3 clusters Score -103703.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -103717.609375 Penalty: 2496.207031
	Iteration 12Q: 3 clusters Score -103717.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -103737.187500 Penalty: 2496.207031
	Iteration 13Q: 3 clusters Score -103737.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -103753.414062 Penalty: 2496.207031
	Iteration 14Q: 3 clusters Score -103753.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -103773.921875 Penalty: 2496.207031
	Iteration 15Q: 3 clusters Score -103773.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -103793.429688 Penalty: 2496.207031
	Iteration 16Q: 3 clusters Score -103793.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -103813.796875 Penalty: 2496.207031
	Iteration 17Q: 3 clusters Score -103813.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -103837.273438 Penalty: 2496.207031
	Iteration 18Q: 3 clusters Score -103837.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -103860.695312 Penalty: 2496.207031
	Iteration 19Q: 3 clusters Score -103860.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -103883.609375 Penalty: 2496.207031
	Iteration 20F: 3 clusters Score -103883.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -103901.757812 Penalty: 2496.207031
	Iteration 21Q: 3 clusters Score -103901.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -103918.500000 Penalty: 2496.207031
	Iteration 22Q: 3 clusters Score -103918.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -103929.085938 Penalty: 2496.207031
	Iteration 23Q: 3 clusters Score -103929.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -103937.992188 Penalty: 2496.207031
	Iteration 24Q: 3 clusters Score -103938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -103944.460938 Penalty: 2496.207031
	Iteration 25Q: 3 clusters Score -103944.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -103950.968750 Penalty: 2496.207031
	Iteration 26Q: 3 clusters Score -103951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -103956.242188 Penalty: 2496.207031
	Iteration 27Q: 3 clusters Score -103956.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -103961.257812 Penalty: 2496.207031
	Iteration 28Q: 3 clusters Score -103961.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -103965.617188 Penalty: 2496.207031
	Iteration 29Q: 3 clusters Score -103965.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -103969.726562 Penalty: 2496.207031
	Iteration 30Q: 3 clusters Score -103969.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -103976.218750 Penalty: 2496.207031
	Iteration 31Q: 3 clusters Score -103976.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -103981.921875 Penalty: 2496.207031
	Iteration 32Q: 3 clusters Score -103981.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -103984.203125 Penalty: 2496.207031
	Iteration 33Q: 3 clusters Score -103984.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -103988.906250 Penalty: 2496.207031
	Iteration 34Q: 3 clusters Score -103988.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -103994.125000 Penalty: 2496.207031
	Iteration 35Q: 3 clusters Score -103994.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -103999.851562 Penalty: 2496.207031
	Iteration 36Q: 3 clusters Score -103999.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -104005.523438 Penalty: 2496.207031
	Iteration 37Q: 3 clusters Score -104005.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -104010.273438 Penalty: 2496.207031
	Iteration 38Q: 3 clusters Score -104010.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -104011.125000 Penalty: 2496.207031
	Iteration 39Q: 3 clusters Score -104011.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -104011.125000 Penalty: 2496.207031
	Iteration 40F: 3 clusters Score -104011.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (163304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163304 members 
Entering Unmasked Estep 
Score: -8626213.000000 Penalty: 1950.547363
	Iteration 0F: 2 clusters Score -8626213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81332 members 
Mstep: Class 2 contains 81972 members 
Entering Unmasked Estep 
Score: -8516862.000000 Penalty: 3901.094727
	Iteration 0F: 3 clusters Score -8516862 nChanged 78747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74555 members 
Mstep: Class 2 contains 88749 members 
Entering Unmasked Estep 
Score: -8562961.000000 Penalty: 3901.094727
	Iteration 1F: 3 clusters Score -8562961 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69879 members 
Mstep: Class 2 contains 93425 members 
Entering Unmasked Estep 
Score: -8564918.000000 Penalty: 3901.094727
	Iteration 2Q: 3 clusters Score -8564918 nChanged 8265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62456 members 
Mstep: Class 2 contains 100848 members 
Entering Unmasked Estep 
Score: -8568617.000000 Penalty: 3901.094727
	Iteration 3F: 3 clusters Score -8568617 nChanged 11329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51549 members 
Mstep: Class 2 contains 111755 members 
Entering Unmasked Estep 
Score: -8575919.000000 Penalty: 3901.094727
	Iteration 4F: 3 clusters Score -8575919 nChanged 14513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 126104 members 
Entering Unmasked Estep 
Score: -8587993.000000 Penalty: 3901.094727
	Iteration 5F: 3 clusters Score -8587993 nChanged 15332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 141388 members 
Entering Unmasked Estep 
Score: -8603015.000000 Penalty: 3901.094727
	Iteration 6F: 3 clusters Score -8603015 nChanged 11821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 153199 members 
Entering Unmasked Estep 
Score: -8615209.000000 Penalty: 3901.094727
	Iteration 7F: 3 clusters Score -8615209 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 159429 members 
Entering Unmasked Estep 
Score: -8621287.000000 Penalty: 3901.094727
	Iteration 8Q: 3 clusters Score -8621287 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 161875 members 
Entering Unmasked Estep 
Score: -8623527.000000 Penalty: 3901.094727
	Iteration 9Q: 3 clusters Score -8623527 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 162660 members 
Entering Unmasked Estep 
Score: -8624194.000000 Penalty: 3901.094727
	Iteration 10Q: 3 clusters Score -8624194 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 162920 members 
Entering Unmasked Estep 
Score: -8624402.000000 Penalty: 3901.094727
	Iteration 11Q: 3 clusters Score -8624402 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 162989 members 
Entering Unmasked Estep 
Score: -8624519.000000 Penalty: 3901.094727
	Iteration 12Q: 3 clusters Score -8624519 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 163016 members 
Entering Unmasked Estep 
Score: -8624562.000000 Penalty: 3901.094727
	Iteration 13Q: 3 clusters Score -8624562 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 163026 members 
Entering Unmasked Estep 
Score: -8624635.000000 Penalty: 3901.094727
	Iteration 14Q: 3 clusters Score -8624635 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 163024 members 
Entering Unmasked Estep 
Score: -8624675.000000 Penalty: 3901.094727
	Iteration 15Q: 3 clusters Score -8624675 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 163026 members 
Entering Unmasked Estep 
Score: -8624718.000000 Penalty: 3901.094727
	Iteration 16Q: 3 clusters Score -8624718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 163015 members 
Entering Unmasked Estep 
Score: -8624750.000000 Penalty: 3901.094727
	Iteration 17Q: 3 clusters Score -8624750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 162995 members 
Entering Unmasked Estep 
Score: -8624787.000000 Penalty: 3901.094727
	Iteration 18Q: 3 clusters Score -8624787 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 162977 members 
Entering Unmasked Estep 
Score: -8624814.000000 Penalty: 3901.094727
	Iteration 19Q: 3 clusters Score -8624814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 162963 members 
Entering Unmasked Estep 
Score: -8624829.000000 Penalty: 3901.094727
	Iteration 20F: 3 clusters Score -8624829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 162949 members 
Entering Unmasked Estep 
Score: -8624838.000000 Penalty: 3901.094727
	Iteration 21Q: 3 clusters Score -8624838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 162948 members 
Entering Unmasked Estep 
Score: -8624851.000000 Penalty: 3901.094727
	Iteration 22Q: 3 clusters Score -8624851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 162938 members 
Entering Unmasked Estep 
Score: -8624866.000000 Penalty: 3901.094727
	Iteration 23Q: 3 clusters Score -8624866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 162932 members 
Entering Unmasked Estep 
Score: -8624872.000000 Penalty: 3901.094727
	Iteration 24Q: 3 clusters Score -8624872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 162922 members 
Entering Unmasked Estep 
Score: -8624886.000000 Penalty: 3901.094727
	Iteration 25Q: 3 clusters Score -8624886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 162908 members 
Entering Unmasked Estep 
Score: -8624895.000000 Penalty: 3901.094727
	Iteration 26Q: 3 clusters Score -8624895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 162899 members 
Entering Unmasked Estep 
Score: -8624890.000000 Penalty: 3901.094727
	Iteration 27Q: 3 clusters Score -8624890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 162891 members 
Entering Unmasked Estep 
Score: -8624910.000000 Penalty: 3901.094727
	Iteration 28Q: 3 clusters Score -8624910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 162886 members 
Entering Unmasked Estep 
Score: -8624909.000000 Penalty: 3901.094727
	Iteration 29Q: 3 clusters Score -8624909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 162882 members 
Entering Unmasked Estep 
Score: -8624916.000000 Penalty: 3901.094727
	Iteration 30Q: 3 clusters Score -8624916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 162878 members 
Entering Unmasked Estep 
Score: -8624919.000000 Penalty: 3901.094727
	Iteration 31Q: 3 clusters Score -8624919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 162875 members 
Entering Unmasked Estep 
Score: -8624923.000000 Penalty: 3901.094727
	Iteration 32Q: 3 clusters Score -8624923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 162869 members 
Entering Unmasked Estep 
Score: -8624927.000000 Penalty: 3901.094727
	Iteration 33Q: 3 clusters Score -8624927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 162865 members 
Entering Unmasked Estep 
Score: -8624930.000000 Penalty: 3901.094727
	Iteration 34Q: 3 clusters Score -8624930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 162861 members 
Entering Unmasked Estep 
Score: -8624934.000000 Penalty: 3901.094727
	Iteration 35Q: 3 clusters Score -8624934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 162861 members 
Entering Unmasked Estep 
Score: -8624939.000000 Penalty: 3901.094727
	Iteration 36Q: 3 clusters Score -8624939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 162860 members 
Entering Unmasked Estep 
Score: -8624944.000000 Penalty: 3901.094727
	Iteration 37Q: 3 clusters Score -8624944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 162857 members 
Entering Unmasked Estep 
Score: -8624930.000000 Penalty: 3901.094727
	Iteration 38Q: 3 clusters Score -8624930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 162854 members 
Entering Unmasked Estep 
Score: -8624933.000000 Penalty: 3901.094727
	Iteration 39Q: 3 clusters Score -8624933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 162852 members 
Entering Unmasked Estep 
Score: -8624940.000000 Penalty: 3901.094727
	Iteration 40F: 3 clusters Score -8624940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 162848 members 
Entering Unmasked Estep 
Score: -8624935.000000 Penalty: 3901.094727
	Iteration 41Q: 3 clusters Score -8624935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 162848 members 
Entering Unmasked Estep 
Score: -8624953.000000 Penalty: 3901.094727
	Iteration 42Q: 3 clusters Score -8624953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 162845 members 
Entering Unmasked Estep 
Score: -8624954.000000 Penalty: 3901.094727
	Iteration 43Q: 3 clusters Score -8624954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 162843 members 
Entering Unmasked Estep 
Score: -8624962.000000 Penalty: 3901.094727
	Iteration 44Q: 3 clusters Score -8624962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 162838 members 
Entering Unmasked Estep 
Score: -8624973.000000 Penalty: 3901.094727
	Iteration 45Q: 3 clusters Score -8624973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 162834 members 
Entering Unmasked Estep 
Score: -8624977.000000 Penalty: 3901.094727
	Iteration 46Q: 3 clusters Score -8624977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 162830 members 
Entering Unmasked Estep 
Score: -8624974.000000 Penalty: 3901.094727
	Iteration 47Q: 3 clusters Score -8624974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 162831 members 
Entering Unmasked Estep 
Score: -8624984.000000 Penalty: 3901.094727
	Iteration 48Q: 3 clusters Score -8624984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 162834 members 
Entering Unmasked Estep 
Score: -8624985.000000 Penalty: 3901.094727
	Iteration 49Q: 3 clusters Score -8624985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 162833 members 
Entering Unmasked Estep 
Score: -8624989.000000 Penalty: 3901.094727
	Iteration 50Q: 3 clusters Score -8624989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 162831 members 
Entering Unmasked Estep 
Score: -8624980.000000 Penalty: 3901.094727
	Iteration 51Q: 3 clusters Score -8624980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 162832 members 
Entering Unmasked Estep 
Score: -8624984.000000 Penalty: 3901.094727
	Iteration 52Q: 3 clusters Score -8624984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 162831 members 
Entering Unmasked Estep 
Score: -8624984.000000 Penalty: 3901.094727
	Iteration 53Q: 3 clusters Score -8624984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 162831 members 
Entering Unmasked Estep 
Score: -8624992.000000 Penalty: 3901.094727
	Iteration 54Q: 3 clusters Score -8624992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 162832 members 
Entering Unmasked Estep 
Score: -8624991.000000 Penalty: 3901.094727
	Iteration 55Q: 3 clusters Score -8624991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 162831 members 
Entering Unmasked Estep 
Score: -8624992.000000 Penalty: 3901.094727
	Iteration 56Q: 3 clusters Score -8624992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 162831 members 
Entering Unmasked Estep 
Score: -8624992.000000 Penalty: 3901.094727
	Iteration 57F: 3 clusters Score -8624992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Entering Unmasked Estep 
Score: -2031033.125000 Penalty: 1715.911011
	Iteration 0F: 2 clusters Score -2031033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -2005192.125000 Penalty: 3431.822021
	Iteration 0F: 3 clusters Score -2005192 nChanged 17836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -2015329.000000 Penalty: 3431.822021
	Iteration 1F: 3 clusters Score -2015329 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -2016081.500000 Penalty: 3431.822021
	Iteration 2Q: 3 clusters Score -2016082 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -2017158.125000 Penalty: 3431.822021
	Iteration 3F: 3 clusters Score -2017158 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -2018939.625000 Penalty: 3431.822021
	Iteration 4F: 3 clusters Score -2018940 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -2021346.625000 Penalty: 3431.822021
	Iteration 5F: 3 clusters Score -2021347 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -2024187.125000 Penalty: 3431.822021
	Iteration 6F: 3 clusters Score -2024187 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -2026658.375000 Penalty: 3431.822021
	Iteration 7F: 3 clusters Score -2026658 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -2028258.750000 Penalty: 3431.822021
	Iteration 8Q: 3 clusters Score -2028259 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -2029018.375000 Penalty: 3431.822021
	Iteration 9Q: 3 clusters Score -2029018 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 38153 members 
Entering Unmasked Estep 
Score: -2029291.625000 Penalty: 3431.822021
	Iteration 10Q: 3 clusters Score -2029292 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 38258 members 
Entering Unmasked Estep 
Score: -2029413.000000 Penalty: 3431.822021
	Iteration 11Q: 3 clusters Score -2029413 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 38312 members 
Entering Unmasked Estep 
Score: -2029498.125000 Penalty: 3431.822021
	Iteration 12Q: 3 clusters Score -2029498 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -2029550.000000 Penalty: 3431.822021
	Iteration 13Q: 3 clusters Score -2029550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 38343 members 
Entering Unmasked Estep 
Score: -2029567.625000 Penalty: 3431.822021
	Iteration 14Q: 3 clusters Score -2029568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -2029579.625000 Penalty: 3431.822021
	Iteration 15Q: 3 clusters Score -2029580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -2029590.125000 Penalty: 3431.822021
	Iteration 16Q: 3 clusters Score -2029590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -2029598.250000 Penalty: 3431.822021
	Iteration 17Q: 3 clusters Score -2029598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -2029608.250000 Penalty: 3431.822021
	Iteration 18Q: 3 clusters Score -2029608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -2029613.500000 Penalty: 3431.822021
	Iteration 19Q: 3 clusters Score -2029614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -2029617.125000 Penalty: 3431.822021
	Iteration 20F: 3 clusters Score -2029617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -2029620.125000 Penalty: 3431.822021
	Iteration 21Q: 3 clusters Score -2029620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -2029622.750000 Penalty: 3431.822021
	Iteration 22Q: 3 clusters Score -2029623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -2029622.125000 Penalty: 3431.822021
	Iteration 23Q: 3 clusters Score -2029622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -2029622.125000 Penalty: 3431.822021
	Iteration 24F: 3 clusters Score -2029622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Entering Unmasked Estep 
Score: -159737.906250 Penalty: 1327.056274
	Iteration 0F: 2 clusters Score -159737.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -156772.390625 Penalty: 2654.112549
	Iteration 0F: 3 clusters Score -156772.4 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -157620.453125 Penalty: 2654.112549
	Iteration 1F: 3 clusters Score -157620.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -157908.390625 Penalty: 2654.112549
	Iteration 2F: 3 clusters Score -157908.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -158128.937500 Penalty: 2654.112549
	Iteration 3F: 3 clusters Score -158128.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -158286.171875 Penalty: 2654.112549
	Iteration 4F: 3 clusters Score -158286.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -158383.203125 Penalty: 2654.112549
	Iteration 5Q: 3 clusters Score -158383.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -158436.546875 Penalty: 2654.112549
	Iteration 6Q: 3 clusters Score -158436.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -158476.062500 Penalty: 2654.112549
	Iteration 7Q: 3 clusters Score -158476.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -158508.687500 Penalty: 2654.112549
	Iteration 8Q: 3 clusters Score -158508.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -158531.578125 Penalty: 2654.112549
	Iteration 9Q: 3 clusters Score -158531.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -158546.515625 Penalty: 2654.112549
	Iteration 10Q: 3 clusters Score -158546.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -158557.109375 Penalty: 2654.112549
	Iteration 11Q: 3 clusters Score -158557.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -158564.796875 Penalty: 2654.112549
	Iteration 12Q: 3 clusters Score -158564.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -158572.578125 Penalty: 2654.112549
	Iteration 13Q: 3 clusters Score -158572.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -158581.468750 Penalty: 2654.112549
	Iteration 14Q: 3 clusters Score -158581.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -158591.031250 Penalty: 2654.112549
	Iteration 15Q: 3 clusters Score -158591 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -158598.078125 Penalty: 2654.112549
	Iteration 16Q: 3 clusters Score -158598.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -158605.093750 Penalty: 2654.112549
	Iteration 17Q: 3 clusters Score -158605.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -158610.390625 Penalty: 2654.112549
	Iteration 18Q: 3 clusters Score -158610.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -158616.859375 Penalty: 2654.112549
	Iteration 19Q: 3 clusters Score -158616.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -158624.828125 Penalty: 2654.112549
	Iteration 20F: 3 clusters Score -158624.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -158629.750000 Penalty: 2654.112549
	Iteration 21Q: 3 clusters Score -158629.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -158634.453125 Penalty: 2654.112549
	Iteration 22Q: 3 clusters Score -158634.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -158638.250000 Penalty: 2654.112549
	Iteration 23Q: 3 clusters Score -158638.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -158642.421875 Penalty: 2654.112549
	Iteration 24Q: 3 clusters Score -158642.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -158647.296875 Penalty: 2654.112549
	Iteration 25Q: 3 clusters Score -158647.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -158651.937500 Penalty: 2654.112549
	Iteration 26Q: 3 clusters Score -158651.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -158653.875000 Penalty: 2654.112549
	Iteration 27Q: 3 clusters Score -158653.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -158654.781250 Penalty: 2654.112549
	Iteration 28Q: 3 clusters Score -158654.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -158655.265625 Penalty: 2654.112549
	Iteration 29Q: 3 clusters Score -158655.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -158655.687500 Penalty: 2654.112549
	Iteration 30Q: 3 clusters Score -158655.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -158656.109375 Penalty: 2654.112549
	Iteration 31Q: 3 clusters Score -158656.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -158656.140625 Penalty: 2654.112549
	Iteration 32Q: 3 clusters Score -158656.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -158656.140625 Penalty: 2654.112549
	Iteration 33F: 3 clusters Score -158656.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (130175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130175 members 
Entering Unmasked Estep 
Score: -6634877.000000 Penalty: 1913.703247
	Iteration 0F: 2 clusters Score -6634877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65358 members 
Mstep: Class 2 contains 64817 members 
Entering Unmasked Estep 
Score: -6547587.500000 Penalty: 3827.406494
	Iteration 0F: 3 clusters Score -6547588 nChanged 62618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69100 members 
Mstep: Class 2 contains 61075 members 
Entering Unmasked Estep 
Score: -6584594.000000 Penalty: 3827.406494
	Iteration 1F: 3 clusters Score -6584594 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71123 members 
Mstep: Class 2 contains 59052 members 
Entering Unmasked Estep 
Score: -6585787.000000 Penalty: 3827.406494
	Iteration 2Q: 3 clusters Score -6585787 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74230 members 
Mstep: Class 2 contains 55945 members 
Entering Unmasked Estep 
Score: -6587551.000000 Penalty: 3827.406494
	Iteration 3Q: 3 clusters Score -6587551 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78897 members 
Mstep: Class 2 contains 51278 members 
Entering Unmasked Estep 
Score: -6590400.000000 Penalty: 3827.406494
	Iteration 4Q: 3 clusters Score -6590400 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85478 members 
Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
Score: -6594816.500000 Penalty: 3827.406494
	Iteration 5F: 3 clusters Score -6594816 nChanged 8730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93914 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -6601193.500000 Penalty: 3827.406494
	Iteration 6F: 3 clusters Score -6601194 nChanged 9779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103611 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -6609294.000000 Penalty: 3827.406494
	Iteration 7F: 3 clusters Score -6609294 nChanged 9609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113204 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -6617781.000000 Penalty: 3827.406494
	Iteration 8F: 3 clusters Score -6617781 nChanged 7652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120856 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -6624838.000000 Penalty: 3827.406494
	Iteration 9F: 3 clusters Score -6624838 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125947 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -6629555.500000 Penalty: 3827.406494
	Iteration 10Q: 3 clusters Score -6629556 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128517 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -6631774.000000 Penalty: 3827.406494
	Iteration 11Q: 3 clusters Score -6631774 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129528 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6632668.000000 Penalty: 3827.406494
	Iteration 12Q: 3 clusters Score -6632668 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129828 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6632926.500000 Penalty: 3827.406494
	Iteration 13Q: 3 clusters Score -6632926 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129913 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -6633046.500000 Penalty: 3827.406494
	Iteration 14Q: 3 clusters Score -6633046 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129948 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -6633088.500000 Penalty: 3827.406494
	Iteration 15Q: 3 clusters Score -6633088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129965 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -6633107.500000 Penalty: 3827.406494
	Iteration 16Q: 3 clusters Score -6633108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129977 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -6633128.000000 Penalty: 3827.406494
	Iteration 17Q: 3 clusters Score -6633128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129983 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -6633144.000000 Penalty: 3827.406494
	Iteration 18Q: 3 clusters Score -6633144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129988 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -6633158.500000 Penalty: 3827.406494
	Iteration 19Q: 3 clusters Score -6633158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129993 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -6633169.000000 Penalty: 3827.406494
	Iteration 20F: 3 clusters Score -6633169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129992 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -6633175.000000 Penalty: 3827.406494
	Iteration 21Q: 3 clusters Score -6633175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129996 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -6633179.000000 Penalty: 3827.406494
	Iteration 22Q: 3 clusters Score -6633179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129999 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -6633181.000000 Penalty: 3827.406494
	Iteration 23Q: 3 clusters Score -6633181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130002 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -6633183.500000 Penalty: 3827.406494
	Iteration 24Q: 3 clusters Score -6633184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130002 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -6633194.000000 Penalty: 3827.406494
	Iteration 25Q: 3 clusters Score -6633194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130002 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -6633194.500000 Penalty: 3827.406494
	Iteration 26Q: 3 clusters Score -6633194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130002 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -6633194.500000 Penalty: 3827.406494
	Iteration 27F: 3 clusters Score -6633194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Entering Unmasked Estep 
Score: -494988.468750 Penalty: 1491.042480
	Iteration 0F: 2 clusters Score -494988.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -488062.312500 Penalty: 2982.084961
	Iteration 0F: 3 clusters Score -488062.3 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -490266.093750 Penalty: 2982.084961
	Iteration 1F: 3 clusters Score -490266.1 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -490474.656250 Penalty: 2982.084961
	Iteration 2F: 3 clusters Score -490474.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -490624.968750 Penalty: 2982.084961
	Iteration 3Q: 3 clusters Score -490625 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -490716.343750 Penalty: 2982.084961
	Iteration 4Q: 3 clusters Score -490716.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -490801.062500 Penalty: 2982.084961
	Iteration 5Q: 3 clusters Score -490801.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -490876.281250 Penalty: 2982.084961
	Iteration 6Q: 3 clusters Score -490876.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -490955.312500 Penalty: 2982.084961
	Iteration 7Q: 3 clusters Score -490955.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -491055.187500 Penalty: 2982.084961
	Iteration 8Q: 3 clusters Score -491055.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -491145.906250 Penalty: 2982.084961
	Iteration 9Q: 3 clusters Score -491145.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -491244.343750 Penalty: 2982.084961
	Iteration 10Q: 3 clusters Score -491244.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -491352.843750 Penalty: 2982.084961
	Iteration 11Q: 3 clusters Score -491352.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -491456.375000 Penalty: 2982.084961
	Iteration 12Q: 3 clusters Score -491456.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -491545.156250 Penalty: 2982.084961
	Iteration 13Q: 3 clusters Score -491545.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -491627.031250 Penalty: 2982.084961
	Iteration 14Q: 3 clusters Score -491627 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -491712.250000 Penalty: 2982.084961
	Iteration 15Q: 3 clusters Score -491712.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -491796.250000 Penalty: 2982.084961
	Iteration 16Q: 3 clusters Score -491796.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -491866.531250 Penalty: 2982.084961
	Iteration 17Q: 3 clusters Score -491866.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -491934.125000 Penalty: 2982.084961
	Iteration 18Q: 3 clusters Score -491934.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -492001.781250 Penalty: 2982.084961
	Iteration 19Q: 3 clusters Score -492001.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -492068.750000 Penalty: 2982.084961
	Iteration 20F: 3 clusters Score -492068.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -492146.156250 Penalty: 2982.084961
	Iteration 21Q: 3 clusters Score -492146.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -492233.750000 Penalty: 2982.084961
	Iteration 22Q: 3 clusters Score -492233.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -492320.187500 Penalty: 2982.084961
	Iteration 23Q: 3 clusters Score -492320.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -492425.062500 Penalty: 2982.084961
	Iteration 24Q: 3 clusters Score -492425.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -492539.187500 Penalty: 2982.084961
	Iteration 25Q: 3 clusters Score -492539.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -492668.812500 Penalty: 2982.084961
	Iteration 26Q: 3 clusters Score -492668.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -492793.062500 Penalty: 2982.084961
	Iteration 27Q: 3 clusters Score -492793.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -492921.562500 Penalty: 2982.084961
	Iteration 28Q: 3 clusters Score -492921.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -493053.812500 Penalty: 2982.084961
	Iteration 29Q: 3 clusters Score -493053.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -493174.937500 Penalty: 2982.084961
	Iteration 30Q: 3 clusters Score -493174.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -493286.750000 Penalty: 2982.084961
	Iteration 31Q: 3 clusters Score -493286.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -493380.343750 Penalty: 2982.084961
	Iteration 32Q: 3 clusters Score -493380.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -493446.125000 Penalty: 2982.084961
	Iteration 33Q: 3 clusters Score -493446.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -493491.687500 Penalty: 2982.084961
	Iteration 34Q: 3 clusters Score -493491.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -493539.562500 Penalty: 2982.084961
	Iteration 35Q: 3 clusters Score -493539.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -493592.343750 Penalty: 2982.084961
	Iteration 36Q: 3 clusters Score -493592.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -493630.906250 Penalty: 2982.084961
	Iteration 37Q: 3 clusters Score -493630.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -493657.062500 Penalty: 2982.084961
	Iteration 38Q: 3 clusters Score -493657.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -493674.968750 Penalty: 2982.084961
	Iteration 39Q: 3 clusters Score -493675 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -493693.000000 Penalty: 2982.084961
	Iteration 40F: 3 clusters Score -493693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -493706.625000 Penalty: 2982.084961
	Iteration 41Q: 3 clusters Score -493706.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -493715.718750 Penalty: 2982.084961
	Iteration 42Q: 3 clusters Score -493715.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -493720.562500 Penalty: 2982.084961
	Iteration 43Q: 3 clusters Score -493720.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -493723.656250 Penalty: 2982.084961
	Iteration 44Q: 3 clusters Score -493723.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -493724.687500 Penalty: 2982.084961
	Iteration 45Q: 3 clusters Score -493724.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -493728.500000 Penalty: 2982.084961
	Iteration 46Q: 3 clusters Score -493728.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -493732.906250 Penalty: 2982.084961
	Iteration 47Q: 3 clusters Score -493732.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -493736.656250 Penalty: 2982.084961
	Iteration 48Q: 3 clusters Score -493736.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -493739.562500 Penalty: 2982.084961
	Iteration 49Q: 3 clusters Score -493739.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -493743.000000 Penalty: 2982.084961
	Iteration 50Q: 3 clusters Score -493743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -493744.593750 Penalty: 2982.084961
	Iteration 51Q: 3 clusters Score -493744.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -493749.250000 Penalty: 2982.084961
	Iteration 52Q: 3 clusters Score -493749.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -493753.000000 Penalty: 2982.084961
	Iteration 53Q: 3 clusters Score -493753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -493757.125000 Penalty: 2982.084961
	Iteration 54Q: 3 clusters Score -493757.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -493759.875000 Penalty: 2982.084961
	Iteration 55Q: 3 clusters Score -493759.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -493761.875000 Penalty: 2982.084961
	Iteration 56Q: 3 clusters Score -493761.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -493763.250000 Penalty: 2982.084961
	Iteration 57Q: 3 clusters Score -493763.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -493763.750000 Penalty: 2982.084961
	Iteration 58Q: 3 clusters Score -493763.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -493765.281250 Penalty: 2982.084961
	Iteration 59Q: 3 clusters Score -493765.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -493765.875000 Penalty: 2982.084961
	Iteration 60F: 3 clusters Score -493765.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -493766.312500 Penalty: 2982.084961
	Iteration 61Q: 3 clusters Score -493766.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -493766.312500 Penalty: 2982.084961
	Iteration 62F: 3 clusters Score -493766.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43340 members 
Mstep: Class 4 contains 4085 members 
Mstep: Class 7 contains 83291 members 
Mstep: Class 8 contains 12060 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 2033 members 
Mstep: Class 12 contains 36202 members 
Mstep: Class 13 contains 47676 members 
Mstep: Class 14 contains 4389 members 
Mstep: Class 16 contains 5224 members 
Mstep: Class 17 contains 2166 members 
Mstep: Class 18 contains 163304 members 
Mstep: Class 19 contains 38540 members 
Mstep: Class 20 contains 3521 members 
Mstep: Class 21 contains 130175 members 
Mstep: Class 22 contains 9659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29077406.000000 Penalty: 34534.289062
Iteration 119Q: 17 clusters Score -2.907741e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43341 members 
Mstep: Class 4 contains 4117 members 
Mstep: Class 7 contains 82812 members 
Mstep: Class 8 contains 12071 members 
Mstep: Class 10 contains 1123 members 
Mstep: Class 11 contains 2011 members 
Mstep: Class 12 contains 36261 members 
Mstep: Class 13 contains 47677 members 
Mstep: Class 14 contains 4391 members 
Mstep: Class 16 contains 5213 members 
Mstep: Class 17 contains 2175 members 
Mstep: Class 18 contains 163219 members 
Mstep: Class 19 contains 38477 members 
Mstep: Class 20 contains 3514 members 
Mstep: Class 21 contains 130726 members 
Mstep: Class 22 contains 9659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29077542.000000 Penalty: 34534.289062
Iteration 120F: 17 clusters Score -2.907754e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 4 contains 4148 members 
Mstep: Class 7 contains 82318 members 
Mstep: Class 8 contains 12073 members 
Mstep: Class 10 contains 1129 members 
Mstep: Class 11 contains 1991 members 
Mstep: Class 12 contains 36325 members 
Mstep: Class 13 contains 47672 members 
Mstep: Class 14 contains 4395 members 
Mstep: Class 16 contains 5210 members 
Mstep: Class 17 contains 2177 members 
Mstep: Class 18 contains 163138 members 
Mstep: Class 19 contains 38422 members 
Mstep: Class 20 contains 3510 members 
Mstep: Class 21 contains 131276 members 
Mstep: Class 22 contains 9659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29077664.000000 Penalty: 34534.289062
Iteration 121Q: 17 clusters Score -2.907766e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 4 contains 4192 members 
Mstep: Class 7 contains 81816 members 
Mstep: Class 8 contains 12072 members 
Mstep: Class 10 contains 1130 members 
Mstep: Class 11 contains 1971 members 
Mstep: Class 12 contains 36377 members 
Mstep: Class 13 contains 47676 members 
Mstep: Class 14 contains 4406 members 
Mstep: Class 16 contains 5191 members 
Mstep: Class 17 contains 2184 members 
Mstep: Class 18 contains 163059 members 
Mstep: Class 19 contains 38362 members 
Mstep: Class 20 contains 3507 members 
Mstep: Class 21 contains 131834 members 
Mstep: Class 22 contains 9658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29077706.000000 Penalty: 34534.289062
Iteration 122Q: 17 clusters Score -2.907771e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43369 members 
Mstep: Class 4 contains 4208 members 
Mstep: Class 7 contains 81311 members 
Mstep: Class 8 contains 12068 members 
Mstep: Class 10 contains 1131 members 
Mstep: Class 11 contains 1952 members 
Mstep: Class 12 contains 36414 members 
Mstep: Class 13 contains 47676 members 
Mstep: Class 14 contains 4414 members 
Mstep: Class 16 contains 5179 members 
Mstep: Class 17 contains 2186 members 
Mstep: Class 18 contains 162988 members 
Mstep: Class 19 contains 38286 members 
Mstep: Class 20 contains 3503 members 
Mstep: Class 21 contains 132445 members 
Mstep: Class 22 contains 9657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29077856.000000 Penalty: 34534.289062
Iteration 123Q: 17 clusters Score -2.907786e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43377 members 
Mstep: Class 4 contains 4227 members 
Mstep: Class 7 contains 80801 members 
Mstep: Class 8 contains 12065 members 
Mstep: Class 10 contains 1130 members 
Mstep: Class 11 contains 1935 members 
Mstep: Class 12 contains 36454 members 
Mstep: Class 13 contains 47677 members 
Mstep: Class 14 contains 4414 members 
Mstep: Class 16 contains 5153 members 
Mstep: Class 17 contains 2187 members 
Mstep: Class 18 contains 162912 members 
Mstep: Class 19 contains 38229 members 
Mstep: Class 20 contains 3499 members 
Mstep: Class 21 contains 133070 members 
Mstep: Class 22 contains 9657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29078022.000000 Penalty: 34534.289062
Iteration 124Q: 17 clusters Score -2.907802e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43384 members 
Mstep: Class 4 contains 4246 members 
Mstep: Class 7 contains 80303 members 
Mstep: Class 8 contains 12061 members 
Mstep: Class 10 contains 1139 members 
Mstep: Class 11 contains 1906 members 
Mstep: Class 12 contains 36509 members 
Mstep: Class 13 contains 47677 members 
Mstep: Class 14 contains 4417 members 
Mstep: Class 16 contains 5139 members 
Mstep: Class 17 contains 2195 members 
Mstep: Class 18 contains 162826 members 
Mstep: Class 19 contains 38163 members 
Mstep: Class 20 contains 3497 members 
Mstep: Class 21 contains 133668 members 
Mstep: Class 22 contains 9657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29078094.000000 Penalty: 34534.289062
Iteration 125Q: 17 clusters Score -2.907809e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 4 contains 4278 members 
Mstep: Class 7 contains 79808 members 
Mstep: Class 8 contains 12059 members 
Mstep: Class 10 contains 1136 members 
Mstep: Class 11 contains 1872 members 
Mstep: Class 12 contains 36566 members 
Mstep: Class 13 contains 47674 members 
Mstep: Class 14 contains 4423 members 
Mstep: Class 16 contains 5136 members 
Mstep: Class 17 contains 2199 members 
Mstep: Class 18 contains 162703 members 
Mstep: Class 19 contains 38077 members 
Mstep: Class 20 contains 3495 members 
Mstep: Class 21 contains 134313 members 
Mstep: Class 22 contains 9656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29078016.000000 Penalty: 34534.289062
Iteration 126Q: 17 clusters Score -2.907802e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 4 contains 4314 members 
Mstep: Class 7 contains 79328 members 
Mstep: Class 8 contains 12049 members 
Mstep: Class 10 contains 1139 members 
Mstep: Class 11 contains 1836 members 
Mstep: Class 12 contains 36614 members 
Mstep: Class 13 contains 47656 members 
Mstep: Class 14 contains 4435 members 
Mstep: Class 16 contains 5135 members 
Mstep: Class 17 contains 2203 members 
Mstep: Class 18 contains 162584 members 
Mstep: Class 19 contains 37995 members 
Mstep: Class 20 contains 3489 members 
Mstep: Class 21 contains 134977 members 
Mstep: Class 22 contains 9655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29078174.000000 Penalty: 34534.289062
Iteration 127Q: 17 clusters Score -2.907817e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 4 contains 4340 members 
Mstep: Class 7 contains 78799 members 
Mstep: Class 8 contains 12041 members 
Mstep: Class 10 contains 1138 members 
Mstep: Class 11 contains 1801 members 
Mstep: Class 12 contains 36657 members 
Mstep: Class 13 contains 47633 members 
Mstep: Class 14 contains 4445 members 
Mstep: Class 16 contains 5134 members 
Mstep: Class 17 contains 2208 members 
Mstep: Class 18 contains 162472 members 
Mstep: Class 19 contains 37923 members 
Mstep: Class 20 contains 3475 members 
Mstep: Class 21 contains 135698 members 
Mstep: Class 22 contains 9655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29078416.000000 Penalty: 34534.289062
Iteration 128Q: 17 clusters Score -2.907842e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 4 contains 4383 members 
Mstep: Class 7 contains 78249 members 
Mstep: Class 8 contains 12033 members 
Mstep: Class 10 contains 1133 members 
Mstep: Class 11 contains 1770 members 
Mstep: Class 12 contains 36703 members 
Mstep: Class 13 contains 47605 members 
Mstep: Class 14 contains 4444 members 
Mstep: Class 16 contains 5124 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 162351 members 
Mstep: Class 19 contains 37844 members 
Mstep: Class 20 contains 3459 members 
Mstep: Class 21 contains 136451 members 
Mstep: Class 22 contains 9656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29078590.000000 Penalty: 34534.289062
Iteration 129Q: 17 clusters Score -2.907859e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 4 contains 4431 members 
Mstep: Class 7 contains 77658 members 
Mstep: Class 8 contains 12022 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 1744 members 
Mstep: Class 12 contains 36745 members 
Mstep: Class 13 contains 47593 members 
Mstep: Class 14 contains 4450 members 
Mstep: Class 16 contains 5119 members 
Mstep: Class 17 contains 2216 members 
Mstep: Class 18 contains 162224 members 
Mstep: Class 19 contains 37745 members 
Mstep: Class 20 contains 3443 members 
Mstep: Class 21 contains 137229 members 
Mstep: Class 22 contains 9657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29078800.000000 Penalty: 34534.289062
Iteration 130Q: 17 clusters Score -2.90788e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 4 contains 4453 members 
Mstep: Class 7 contains 77053 members 
Mstep: Class 8 contains 12020 members 
Mstep: Class 10 contains 1137 members 
Mstep: Class 11 contains 1717 members 
Mstep: Class 12 contains 36785 members 
Mstep: Class 13 contains 47584 members 
Mstep: Class 14 contains 4449 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 162123 members 
Mstep: Class 19 contains 37646 members 
Mstep: Class 20 contains 3415 members 
Mstep: Class 21 contains 138052 members 
Mstep: Class 22 contains 9657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29078890.000000 Penalty: 34534.289062
Iteration 131Q: 17 clusters Score -2.907889e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 4 contains 4471 members 
Mstep: Class 7 contains 76413 members 
Mstep: Class 8 contains 12009 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 1687 members 
Mstep: Class 12 contains 36843 members 
Mstep: Class 13 contains 47562 members 
Mstep: Class 14 contains 4451 members 
Mstep: Class 16 contains 5090 members 
Mstep: Class 17 contains 2224 members 
Mstep: Class 18 contains 161992 members 
Mstep: Class 19 contains 37548 members 
Mstep: Class 20 contains 3392 members 
Mstep: Class 21 contains 138951 members 
Mstep: Class 22 contains 9657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29079080.000000 Penalty: 34534.289062
Iteration 132Q: 17 clusters Score -2.907908e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 4 contains 4475 members 
Mstep: Class 7 contains 75757 members 
Mstep: Class 8 contains 11995 members 
Mstep: Class 10 contains 1153 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 12 contains 36903 members 
Mstep: Class 13 contains 47538 members 
Mstep: Class 14 contains 4452 members 
Mstep: Class 16 contains 5076 members 
Mstep: Class 17 contains 2225 members 
Mstep: Class 18 contains 161894 members 
Mstep: Class 19 contains 37456 members 
Mstep: Class 20 contains 3375 members 
Mstep: Class 21 contains 139846 members 
Mstep: Class 22 contains 9656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29079380.000000 Penalty: 34534.289062
Iteration 133Q: 17 clusters Score -2.907938e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43320 members 
Mstep: Class 4 contains 4505 members 
Mstep: Class 7 contains 75089 members 
Mstep: Class 8 contains 11969 members 
Mstep: Class 10 contains 1175 members 
Mstep: Class 11 contains 1617 members 
Mstep: Class 12 contains 36962 members 
Mstep: Class 13 contains 47517 members 
Mstep: Class 14 contains 4449 members 
Mstep: Class 16 contains 5078 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 161752 members 
Mstep: Class 19 contains 37349 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 140758 members 
Mstep: Class 22 contains 9656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29079656.000000 Penalty: 34534.289062
Iteration 134Q: 17 clusters Score -2.907966e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 4 contains 4587 members 
Mstep: Class 7 contains 74397 members 
Mstep: Class 8 contains 11949 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 1595 members 
Mstep: Class 12 contains 37020 members 
Mstep: Class 13 contains 47491 members 
Mstep: Class 14 contains 4450 members 
Mstep: Class 16 contains 5069 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 161606 members 
Mstep: Class 19 contains 37199 members 
Mstep: Class 20 contains 3358 members 
Mstep: Class 21 contains 141709 members 
Mstep: Class 22 contains 9658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29079926.000000 Penalty: 34534.289062
Iteration 135Q: 17 clusters Score -2.907993e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 4 contains 4708 members 
Mstep: Class 7 contains 73731 members 
Mstep: Class 8 contains 11924 members 
Mstep: Class 10 contains 1197 members 
Mstep: Class 11 contains 1577 members 
Mstep: Class 12 contains 37087 members 
Mstep: Class 13 contains 47451 members 
Mstep: Class 14 contains 4453 members 
Mstep: Class 16 contains 5058 members 
Mstep: Class 17 contains 2228 members 
Mstep: Class 18 contains 161449 members 
Mstep: Class 19 contains 37043 members 
Mstep: Class 20 contains 3350 members 
Mstep: Class 21 contains 142625 members 
Mstep: Class 22 contains 9658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29080218.000000 Penalty: 34534.289062
Iteration 136Q: 17 clusters Score -2.908022e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43199 members 
Mstep: Class 4 contains 4866 members 
Mstep: Class 7 contains 73039 members 
Mstep: Class 8 contains 11908 members 
Mstep: Class 10 contains 1216 members 
Mstep: Class 11 contains 1559 members 
Mstep: Class 12 contains 37149 members 
Mstep: Class 13 contains 47405 members 
Mstep: Class 14 contains 4446 members 
Mstep: Class 16 contains 5081 members 
Mstep: Class 17 contains 2235 members 
Mstep: Class 18 contains 161290 members 
Mstep: Class 19 contains 36870 members 
Mstep: Class 20 contains 3338 members 
Mstep: Class 21 contains 143529 members 
Mstep: Class 22 contains 9657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29080442.000000 Penalty: 34534.289062
Iteration 137Q: 17 clusters Score -2.908044e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43130 members 
Mstep: Class 4 contains 5032 members 
Mstep: Class 7 contains 72344 members 
Mstep: Class 8 contains 11889 members 
Mstep: Class 10 contains 1225 members 
Mstep: Class 11 contains 1547 members 
Mstep: Class 12 contains 37205 members 
Mstep: Class 13 contains 47363 members 
Mstep: Class 14 contains 4437 members 
Mstep: Class 16 contains 5114 members 
Mstep: Class 17 contains 2234 members 
Mstep: Class 18 contains 161111 members 
Mstep: Class 19 contains 36701 members 
Mstep: Class 20 contains 3326 members 
Mstep: Class 21 contains 144472 members 
Mstep: Class 22 contains 9657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29080626.000000 Penalty: 34534.289062
Iteration 138Q: 17 clusters Score -2.908063e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 4 contains 5193 members 
Mstep: Class 7 contains 71623 members 
Mstep: Class 8 contains 11855 members 
Mstep: Class 10 contains 1216 members 
Mstep: Class 11 contains 1526 members 
Mstep: Class 12 contains 37258 members 
Mstep: Class 13 contains 47306 members 
Mstep: Class 14 contains 4431 members 
Mstep: Class 16 contains 5147 members 
Mstep: Class 17 contains 2238 members 
Mstep: Class 18 contains 160945 members 
Mstep: Class 19 contains 36567 members 
Mstep: Class 20 contains 3320 members 
Mstep: Class 21 contains 145440 members 
Mstep: Class 22 contains 9657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29080974.000000 Penalty: 34534.289062
Iteration 139Q: 17 clusters Score -2.908097e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 4 contains 5387 members 
Mstep: Class 7 contains 70889 members 
Mstep: Class 8 contains 11816 members 
Mstep: Class 10 contains 1226 members 
Mstep: Class 11 contains 1504 members 
Mstep: Class 12 contains 37301 members 
Mstep: Class 13 contains 47265 members 
Mstep: Class 14 contains 4422 members 
Mstep: Class 16 contains 5185 members 
Mstep: Class 17 contains 2245 members 
Mstep: Class 18 contains 160798 members 
Mstep: Class 19 contains 36428 members 
Mstep: Class 20 contains 3312 members 
Mstep: Class 21 contains 146348 members 
Mstep: Class 22 contains 9658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29081098.000000 Penalty: 34534.289062
Iteration 140F: 17 clusters Score -2.90811e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 4 contains 5614 members 
Mstep: Class 7 contains 70150 members 
Mstep: Class 8 contains 11789 members 
Mstep: Class 10 contains 1244 members 
Mstep: Class 11 contains 1486 members 
Mstep: Class 12 contains 37350 members 
Mstep: Class 13 contains 47237 members 
Mstep: Class 14 contains 4414 members 
Mstep: Class 16 contains 5220 members 
Mstep: Class 17 contains 2247 members 
Mstep: Class 18 contains 160660 members 
Mstep: Class 19 contains 36296 members 
Mstep: Class 20 contains 3299 members 
Mstep: Class 21 contains 147189 members 
Mstep: Class 22 contains 9659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29081368.000000 Penalty: 34534.289062
Iteration 141Q: 17 clusters Score -2.908137e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 4 contains 5826 members 
Mstep: Class 7 contains 69417 members 
Mstep: Class 8 contains 11766 members 
Mstep: Class 10 contains 1266 members 
Mstep: Class 11 contains 1461 members 
Mstep: Class 12 contains 37389 members 
Mstep: Class 13 contains 47184 members 
Mstep: Class 14 contains 4405 members 
Mstep: Class 16 contains 5245 members 
Mstep: Class 17 contains 2246 members 
Mstep: Class 18 contains 160543 members 
Mstep: Class 19 contains 36152 members 
Mstep: Class 20 contains 3287 members 
Mstep: Class 21 contains 148074 members 
Mstep: Class 22 contains 9664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29081686.000000 Penalty: 34534.289062
Iteration 142Q: 17 clusters Score -2.908169e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 4 contains 6065 members 
Mstep: Class 7 contains 68692 members 
Mstep: Class 8 contains 11743 members 
Mstep: Class 10 contains 1277 members 
Mstep: Class 11 contains 1431 members 
Mstep: Class 12 contains 37423 members 
Mstep: Class 13 contains 47127 members 
Mstep: Class 14 contains 4396 members 
Mstep: Class 16 contains 5291 members 
Mstep: Class 17 contains 2249 members 
Mstep: Class 18 contains 160428 members 
Mstep: Class 19 contains 36017 members 
Mstep: Class 20 contains 3278 members 
Mstep: Class 21 contains 148920 members 
Mstep: Class 22 contains 9663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29081838.000000 Penalty: 34534.289062
Iteration 143Q: 17 clusters Score -2.908184e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 42697 members 
Mstep: Class 4 contains 6285 members 
Mstep: Class 7 contains 67969 members 
Mstep: Class 8 contains 11729 members 
Mstep: Class 10 contains 1279 members 
Mstep: Class 11 contains 1404 members 
Mstep: Class 12 contains 37470 members 
Mstep: Class 13 contains 47059 members 
Mstep: Class 14 contains 4395 members 
Mstep: Class 16 contains 5314 members 
Mstep: Class 17 contains 2235 members 
Mstep: Class 18 contains 160333 members 
Mstep: Class 19 contains 35871 members 
Mstep: Class 20 contains 3269 members 
Mstep: Class 21 contains 149814 members 
Mstep: Class 22 contains 9664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29081962.000000 Penalty: 34534.289062
Iteration 144Q: 17 clusters Score -2.908196e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 42598 members 
Mstep: Class 4 contains 6510 members 
Mstep: Class 7 contains 67237 members 
Mstep: Class 8 contains 11705 members 
Mstep: Class 10 contains 1283 members 
Mstep: Class 11 contains 1377 members 
Mstep: Class 12 contains 37516 members 
Mstep: Class 13 contains 47001 members 
Mstep: Class 14 contains 4392 members 
Mstep: Class 16 contains 5363 members 
Mstep: Class 17 contains 2215 members 
Mstep: Class 18 contains 160245 members 
Mstep: Class 19 contains 35717 members 
Mstep: Class 20 contains 3260 members 
Mstep: Class 21 contains 150700 members 
Mstep: Class 22 contains 9668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082078.000000 Penalty: 34534.289062
Iteration 145Q: 17 clusters Score -2.908208e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 4 contains 6747 members 
Mstep: Class 7 contains 66551 members 
Mstep: Class 8 contains 11692 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 1365 members 
Mstep: Class 12 contains 37564 members 
Mstep: Class 13 contains 46951 members 
Mstep: Class 14 contains 4385 members 
Mstep: Class 16 contains 5428 members 
Mstep: Class 17 contains 2200 members 
Mstep: Class 18 contains 160143 members 
Mstep: Class 19 contains 35549 members 
Mstep: Class 20 contains 3250 members 
Mstep: Class 21 contains 151520 members 
Mstep: Class 22 contains 9667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082150.000000 Penalty: 34534.289062
Iteration 146Q: 17 clusters Score -2.908215e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 4 contains 6969 members 
Mstep: Class 7 contains 65846 members 
Mstep: Class 8 contains 11660 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 11 contains 1353 members 
Mstep: Class 12 contains 37614 members 
Mstep: Class 13 contains 46881 members 
Mstep: Class 14 contains 4380 members 
Mstep: Class 16 contains 5480 members 
Mstep: Class 17 contains 2184 members 
Mstep: Class 18 contains 160061 members 
Mstep: Class 19 contains 35376 members 
Mstep: Class 20 contains 3243 members 
Mstep: Class 21 contains 152425 members 
Mstep: Class 22 contains 9660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082584.000000 Penalty: 34534.289062
Iteration 147Q: 17 clusters Score -2.908258e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 4 contains 7173 members 
Mstep: Class 7 contains 65214 members 
Mstep: Class 8 contains 11637 members 
Mstep: Class 10 contains 1311 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 37671 members 
Mstep: Class 13 contains 46817 members 
Mstep: Class 14 contains 4380 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 2162 members 
Mstep: Class 18 contains 159941 members 
Mstep: Class 19 contains 35180 members 
Mstep: Class 20 contains 3231 members 
Mstep: Class 21 contains 153287 members 
Mstep: Class 22 contains 9657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082780.000000 Penalty: 34534.289062
Iteration 148Q: 17 clusters Score -2.908278e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 4 contains 7385 members 
Mstep: Class 7 contains 64622 members 
Mstep: Class 8 contains 11607 members 
Mstep: Class 10 contains 1323 members 
Mstep: Class 11 contains 1324 members 
Mstep: Class 12 contains 37737 members 
Mstep: Class 13 contains 46776 members 
Mstep: Class 14 contains 4378 members 
Mstep: Class 16 contains 5646 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 159787 members 
Mstep: Class 19 contains 34978 members 
Mstep: Class 20 contains 3221 members 
Mstep: Class 21 contains 154106 members 
Mstep: Class 22 contains 9660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083064.000000 Penalty: 34534.289062
Iteration 149Q: 17 clusters Score -2.908306e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 4 contains 7582 members 
Mstep: Class 7 contains 64039 members 
Mstep: Class 8 contains 11579 members 
Mstep: Class 10 contains 1326 members 
Mstep: Class 11 contains 1304 members 
Mstep: Class 12 contains 37798 members 
Mstep: Class 13 contains 46727 members 
Mstep: Class 14 contains 4381 members 
Mstep: Class 16 contains 5750 members 
Mstep: Class 17 contains 2079 members 
Mstep: Class 18 contains 159633 members 
Mstep: Class 19 contains 34792 members 
Mstep: Class 20 contains 3209 members 
Mstep: Class 21 contains 154896 members 
Mstep: Class 22 contains 9667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083286.000000 Penalty: 34534.289062
Iteration 150Q: 17 clusters Score -2.908329e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 4 contains 7779 members 
Mstep: Class 7 contains 63471 members 
Mstep: Class 8 contains 11554 members 
Mstep: Class 10 contains 1340 members 
Mstep: Class 11 contains 1283 members 
Mstep: Class 12 contains 37871 members 
Mstep: Class 13 contains 46683 members 
Mstep: Class 14 contains 4375 members 
Mstep: Class 16 contains 5839 members 
Mstep: Class 17 contains 2040 members 
Mstep: Class 18 contains 159484 members 
Mstep: Class 19 contains 34605 members 
Mstep: Class 20 contains 3198 members 
Mstep: Class 21 contains 155646 members 
Mstep: Class 22 contains 9671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083588.000000 Penalty: 34534.289062
Iteration 151Q: 17 clusters Score -2.908359e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 4 contains 7953 members 
Mstep: Class 7 contains 62883 members 
Mstep: Class 8 contains 11546 members 
Mstep: Class 10 contains 1350 members 
Mstep: Class 11 contains 1275 members 
Mstep: Class 12 contains 37948 members 
Mstep: Class 13 contains 46633 members 
Mstep: Class 14 contains 4374 members 
Mstep: Class 16 contains 5932 members 
Mstep: Class 17 contains 2003 members 
Mstep: Class 18 contains 159343 members 
Mstep: Class 19 contains 34427 members 
Mstep: Class 20 contains 3186 members 
Mstep: Class 21 contains 156407 members 
Mstep: Class 22 contains 9679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083754.000000 Penalty: 34534.289062
Iteration 152Q: 17 clusters Score -2.908375e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 4 contains 8107 members 
Mstep: Class 7 contains 62317 members 
Mstep: Class 8 contains 11523 members 
Mstep: Class 10 contains 1365 members 
Mstep: Class 11 contains 1264 members 
Mstep: Class 12 contains 38015 members 
Mstep: Class 13 contains 46617 members 
Mstep: Class 14 contains 4367 members 
Mstep: Class 16 contains 6002 members 
Mstep: Class 17 contains 1967 members 
Mstep: Class 18 contains 159221 members 
Mstep: Class 19 contains 34255 members 
Mstep: Class 20 contains 3171 members 
Mstep: Class 21 contains 157153 members 
Mstep: Class 22 contains 9681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083924.000000 Penalty: 34534.289062
Iteration 153Q: 17 clusters Score -2.908392e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 4 contains 8230 members 
Mstep: Class 7 contains 61776 members 
Mstep: Class 8 contains 11488 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 1243 members 
Mstep: Class 12 contains 38082 members 
Mstep: Class 13 contains 46596 members 
Mstep: Class 14 contains 4367 members 
Mstep: Class 16 contains 6063 members 
Mstep: Class 17 contains 1941 members 
Mstep: Class 18 contains 159121 members 
Mstep: Class 19 contains 34083 members 
Mstep: Class 20 contains 3162 members 
Mstep: Class 21 contains 157898 members 
Mstep: Class 22 contains 9685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2155.462891 but Gain 2158.392578
Score: -29084164.000000 Penalty: 32375.896484
Iteration 154Q: 16 clusters Score -2.908416e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 4 contains 8335 members 
Mstep: Class 7 contains 61303 members 
Mstep: Class 8 contains 11457 members 
Mstep: Class 10 contains 1373 members 
Mstep: Class 12 contains 38166 members 
Mstep: Class 13 contains 46586 members 
Mstep: Class 14 contains 4534 members 
Mstep: Class 16 contains 6097 members 
Mstep: Class 17 contains 1919 members 
Mstep: Class 18 contains 159345 members 
Mstep: Class 19 contains 33941 members 
Mstep: Class 20 contains 3153 members 
Mstep: Class 21 contains 159278 members 
Mstep: Class 22 contains 9693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085882.000000 Penalty: 32375.896484
Iteration 155Q: 16 clusters Score -2.908588e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 4 contains 8428 members 
Mstep: Class 7 contains 60821 members 
Mstep: Class 8 contains 11415 members 
Mstep: Class 10 contains 1381 members 
Mstep: Class 12 contains 38212 members 
Mstep: Class 13 contains 46530 members 
Mstep: Class 14 contains 4579 members 
Mstep: Class 16 contains 6165 members 
Mstep: Class 17 contains 1910 members 
Mstep: Class 18 contains 158995 members 
Mstep: Class 19 contains 33795 members 
Mstep: Class 20 contains 3144 members 
Mstep: Class 21 contains 160170 members 
Mstep: Class 22 contains 9697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085982.000000 Penalty: 32375.896484
Iteration 156Q: 16 clusters Score -2.908598e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41482 members 
Mstep: Class 4 contains 8513 members 
Mstep: Class 7 contains 60357 members 
Mstep: Class 8 contains 11383 members 
Mstep: Class 10 contains 1395 members 
Mstep: Class 12 contains 38254 members 
Mstep: Class 13 contains 46448 members 
Mstep: Class 14 contains 4613 members 
Mstep: Class 16 contains 6222 members 
Mstep: Class 17 contains 1906 members 
Mstep: Class 18 contains 158677 members 
Mstep: Class 19 contains 33646 members 
Mstep: Class 20 contains 3138 members 
Mstep: Class 21 contains 161054 members 
Mstep: Class 22 contains 9699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086078.000000 Penalty: 32375.896484
Iteration 157Q: 16 clusters Score -2.908608e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41433 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 7 contains 59913 members 
Mstep: Class 8 contains 11367 members 
Mstep: Class 10 contains 1410 members 
Mstep: Class 12 contains 38298 members 
Mstep: Class 13 contains 46381 members 
Mstep: Class 14 contains 4632 members 
Mstep: Class 16 contains 6284 members 
Mstep: Class 17 contains 1902 members 
Mstep: Class 18 contains 158410 members 
Mstep: Class 19 contains 33495 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 161850 members 
Mstep: Class 22 contains 9703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086216.000000 Penalty: 32375.896484
Iteration 158Q: 16 clusters Score -2.908622e+07 nChanged 1346
Entering ConstructFrom: 
Score: -29086216.000000 Penalty: 32375.896484
Entering ConstructFrom: 
Trying to split cluster 1 (41381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Entering Unmasked Estep 
Score: -2095477.750000 Penalty: 1727.468750
	Iteration 0F: 2 clusters Score -2095478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -2067810.125000 Penalty: 3454.937500
	Iteration 0F: 3 clusters Score -2067810 nChanged 19049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -2078453.125000 Penalty: 3454.937500
	Iteration 1F: 3 clusters Score -2078453 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -2078992.375000 Penalty: 3454.937500
	Iteration 2Q: 3 clusters Score -2078992 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2079656.000000 Penalty: 3454.937500
	Iteration 3Q: 3 clusters Score -2079656 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -2080481.500000 Penalty: 3454.937500
	Iteration 4Q: 3 clusters Score -2080482 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -2081618.125000 Penalty: 3454.937500
	Iteration 5F: 3 clusters Score -2081618 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -2083310.875000 Penalty: 3454.937500
	Iteration 6F: 3 clusters Score -2083311 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2085495.000000 Penalty: 3454.937500
	Iteration 7F: 3 clusters Score -2085495 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2088055.500000 Penalty: 3454.937500
	Iteration 8F: 3 clusters Score -2088056 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -2090454.625000 Penalty: 3454.937500
	Iteration 9F: 3 clusters Score -2090455 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2092231.750000 Penalty: 3454.937500
	Iteration 10Q: 3 clusters Score -2092232 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2093290.625000 Penalty: 3454.937500
	Iteration 11Q: 3 clusters Score -2093291 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2093800.000000 Penalty: 3454.937500
	Iteration 12Q: 3 clusters Score -2093800 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2093989.875000 Penalty: 3454.937500
	Iteration 13Q: 3 clusters Score -2093990 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2094081.750000 Penalty: 3454.937500
	Iteration 14Q: 3 clusters Score -2094082 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2094119.750000 Penalty: 3454.937500
	Iteration 15Q: 3 clusters Score -2094120 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2094161.375000 Penalty: 3454.937500
	Iteration 16Q: 3 clusters Score -2094161 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2094173.625000 Penalty: 3454.937500
	Iteration 17Q: 3 clusters Score -2094174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2094183.000000 Penalty: 3454.937500
	Iteration 18Q: 3 clusters Score -2094183 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2094191.250000 Penalty: 3454.937500
	Iteration 19Q: 3 clusters Score -2094191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40893 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2094199.875000 Penalty: 3454.937500
	Iteration 20F: 3 clusters Score -2094200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2094208.750000 Penalty: 3454.937500
	Iteration 21Q: 3 clusters Score -2094209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2094217.875000 Penalty: 3454.937500
	Iteration 22Q: 3 clusters Score -2094218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2094224.875000 Penalty: 3454.937500
	Iteration 23Q: 3 clusters Score -2094225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2094229.875000 Penalty: 3454.937500
	Iteration 24Q: 3 clusters Score -2094230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2094233.750000 Penalty: 3454.937500
	Iteration 25Q: 3 clusters Score -2094234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40934 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2094232.500000 Penalty: 3454.937500
	Iteration 26Q: 3 clusters Score -2094232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2094233.125000 Penalty: 3454.937500
	Iteration 27Q: 3 clusters Score -2094233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2094234.000000 Penalty: 3454.937500
	Iteration 28Q: 3 clusters Score -2094234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2094234.000000 Penalty: 3454.937500
	Iteration 29F: 3 clusters Score -2094234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -452514.000000 Penalty: 1472.775146
	Iteration 0F: 2 clusters Score -452514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -446172.625000 Penalty: 2945.550293
	Iteration 0F: 3 clusters Score -446172.6 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -448139.468750 Penalty: 2945.550293
	Iteration 1F: 3 clusters Score -448139.5 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -448372.875000 Penalty: 2945.550293
	Iteration 2F: 3 clusters Score -448372.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -448567.062500 Penalty: 2945.550293
	Iteration 3F: 3 clusters Score -448567.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -448726.812500 Penalty: 2945.550293
	Iteration 4Q: 3 clusters Score -448726.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -448865.250000 Penalty: 2945.550293
	Iteration 5Q: 3 clusters Score -448865.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -448981.156250 Penalty: 2945.550293
	Iteration 6Q: 3 clusters Score -448981.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -449087.625000 Penalty: 2945.550293
	Iteration 7Q: 3 clusters Score -449087.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -449185.906250 Penalty: 2945.550293
	Iteration 8Q: 3 clusters Score -449185.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -449296.843750 Penalty: 2945.550293
	Iteration 9Q: 3 clusters Score -449296.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -449422.031250 Penalty: 2945.550293
	Iteration 10Q: 3 clusters Score -449422 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -449551.531250 Penalty: 2945.550293
	Iteration 11Q: 3 clusters Score -449551.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -449684.500000 Penalty: 2945.550293
	Iteration 12Q: 3 clusters Score -449684.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -449821.406250 Penalty: 2945.550293
	Iteration 13Q: 3 clusters Score -449821.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -449972.437500 Penalty: 2945.550293
	Iteration 14Q: 3 clusters Score -449972.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -450148.656250 Penalty: 2945.550293
	Iteration 15Q: 3 clusters Score -450148.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -450306.343750 Penalty: 2945.550293
	Iteration 16Q: 3 clusters Score -450306.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -450419.218750 Penalty: 2945.550293
	Iteration 17Q: 3 clusters Score -450419.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -450486.312500 Penalty: 2945.550293
	Iteration 18Q: 3 clusters Score -450486.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -450531.531250 Penalty: 2945.550293
	Iteration 19Q: 3 clusters Score -450531.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -450581.187500 Penalty: 2945.550293
	Iteration 20F: 3 clusters Score -450581.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -450614.593750 Penalty: 2945.550293
	Iteration 21Q: 3 clusters Score -450614.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -450650.750000 Penalty: 2945.550293
	Iteration 22Q: 3 clusters Score -450650.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -450702.656250 Penalty: 2945.550293
	Iteration 23Q: 3 clusters Score -450702.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -450752.781250 Penalty: 2945.550293
	Iteration 24Q: 3 clusters Score -450752.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -450800.812500 Penalty: 2945.550293
	Iteration 25Q: 3 clusters Score -450800.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -450842.718750 Penalty: 2945.550293
	Iteration 26Q: 3 clusters Score -450842.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -450880.031250 Penalty: 2945.550293
	Iteration 27Q: 3 clusters Score -450880 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -450912.375000 Penalty: 2945.550293
	Iteration 28Q: 3 clusters Score -450912.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -450936.531250 Penalty: 2945.550293
	Iteration 29Q: 3 clusters Score -450936.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -450955.968750 Penalty: 2945.550293
	Iteration 30Q: 3 clusters Score -450956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -450965.062500 Penalty: 2945.550293
	Iteration 31Q: 3 clusters Score -450965.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -450972.156250 Penalty: 2945.550293
	Iteration 32Q: 3 clusters Score -450972.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -450977.531250 Penalty: 2945.550293
	Iteration 33Q: 3 clusters Score -450977.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -450986.531250 Penalty: 2945.550293
	Iteration 34Q: 3 clusters Score -450986.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -450995.500000 Penalty: 2945.550293
	Iteration 35Q: 3 clusters Score -450995.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -451007.593750 Penalty: 2945.550293
	Iteration 36Q: 3 clusters Score -451007.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -451016.625000 Penalty: 2945.550293
	Iteration 37Q: 3 clusters Score -451016.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -451025.500000 Penalty: 2945.550293
	Iteration 38Q: 3 clusters Score -451025.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -451037.343750 Penalty: 2945.550293
	Iteration 39Q: 3 clusters Score -451037.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -451054.843750 Penalty: 2945.550293
	Iteration 40F: 3 clusters Score -451054.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -451071.843750 Penalty: 2945.550293
	Iteration 41Q: 3 clusters Score -451071.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -451092.656250 Penalty: 2945.550293
	Iteration 42Q: 3 clusters Score -451092.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -451103.843750 Penalty: 2945.550293
	Iteration 43Q: 3 clusters Score -451103.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -451109.781250 Penalty: 2945.550293
	Iteration 44Q: 3 clusters Score -451109.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -451113.468750 Penalty: 2945.550293
	Iteration 45Q: 3 clusters Score -451113.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -451118.031250 Penalty: 2945.550293
	Iteration 46Q: 3 clusters Score -451118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -451122.406250 Penalty: 2945.550293
	Iteration 47Q: 3 clusters Score -451122.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -451126.312500 Penalty: 2945.550293
	Iteration 48Q: 3 clusters Score -451126.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -451131.062500 Penalty: 2945.550293
	Iteration 49Q: 3 clusters Score -451131.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -451133.625000 Penalty: 2945.550293
	Iteration 50Q: 3 clusters Score -451133.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -451134.812500 Penalty: 2945.550293
	Iteration 51Q: 3 clusters Score -451134.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -451136.187500 Penalty: 2945.550293
	Iteration 52Q: 3 clusters Score -451136.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -451136.718750 Penalty: 2945.550293
	Iteration 53Q: 3 clusters Score -451136.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -451139.093750 Penalty: 2945.550293
	Iteration 54Q: 3 clusters Score -451139.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -451140.062500 Penalty: 2945.550293
	Iteration 55Q: 3 clusters Score -451140.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -451139.531250 Penalty: 2945.550293
	Iteration 56Q: 3 clusters Score -451139.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -451139.531250 Penalty: 2945.550293
	Iteration 57F: 3 clusters Score -451139.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (59450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59450 members 
Entering Unmasked Estep 
Score: -3016244.750000 Penalty: 1786.344849
	Iteration 0F: 2 clusters Score -3016245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -2976656.000000 Penalty: 3572.689697
	Iteration 0F: 3 clusters Score -2976656 nChanged 27964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -2992713.500000 Penalty: 3572.689697
	Iteration 1F: 3 clusters Score -2992714 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -2993479.250000 Penalty: 3572.689697
	Iteration 2Q: 3 clusters Score -2993479 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -2994587.250000 Penalty: 3572.689697
	Iteration 3Q: 3 clusters Score -2994587 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30580 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -2996191.500000 Penalty: 3572.689697
	Iteration 4Q: 3 clusters Score -2996192 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -2998417.000000 Penalty: 3572.689697
	Iteration 5F: 3 clusters Score -2998417 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -3000993.250000 Penalty: 3572.689697
	Iteration 6F: 3 clusters Score -3000993 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -3003533.250000 Penalty: 3572.689697
	Iteration 7F: 3 clusters Score -3003533 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -3005703.500000 Penalty: 3572.689697
	Iteration 8F: 3 clusters Score -3005704 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -3007194.250000 Penalty: 3572.689697
	Iteration 9F: 3 clusters Score -3007194 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -3007990.750000 Penalty: 3572.689697
	Iteration 10Q: 3 clusters Score -3007991 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -3008315.250000 Penalty: 3572.689697
	Iteration 11Q: 3 clusters Score -3008315 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -3008536.500000 Penalty: 3572.689697
	Iteration 12Q: 3 clusters Score -3008536 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -3008765.750000 Penalty: 3572.689697
	Iteration 13Q: 3 clusters Score -3008766 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -3008974.500000 Penalty: 3572.689697
	Iteration 14Q: 3 clusters Score -3008974 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -3009167.750000 Penalty: 3572.689697
	Iteration 15Q: 3 clusters Score -3009168 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -3009404.000000 Penalty: 3572.689697
	Iteration 16Q: 3 clusters Score -3009404 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -3009645.500000 Penalty: 3572.689697
	Iteration 17Q: 3 clusters Score -3009646 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -3009912.750000 Penalty: 3572.689697
	Iteration 18Q: 3 clusters Score -3009913 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 34001 members 
Entering Unmasked Estep 
Score: -3010153.000000 Penalty: 3572.689697
	Iteration 19Q: 3 clusters Score -3010153 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -3010357.000000 Penalty: 3572.689697
	Iteration 20F: 3 clusters Score -3010357 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -3010569.250000 Penalty: 3572.689697
	Iteration 21Q: 3 clusters Score -3010569 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -3010794.750000 Penalty: 3572.689697
	Iteration 22Q: 3 clusters Score -3010795 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -3010954.500000 Penalty: 3572.689697
	Iteration 23Q: 3 clusters Score -3010954 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -3011112.750000 Penalty: 3572.689697
	Iteration 24Q: 3 clusters Score -3011113 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -3011275.000000 Penalty: 3572.689697
	Iteration 25Q: 3 clusters Score -3011275 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -3011435.000000 Penalty: 3572.689697
	Iteration 26Q: 3 clusters Score -3011435 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -3011610.250000 Penalty: 3572.689697
	Iteration 27Q: 3 clusters Score -3011610 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -3011807.000000 Penalty: 3572.689697
	Iteration 28Q: 3 clusters Score -3011807 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
Score: -3012085.250000 Penalty: 3572.689697
	Iteration 29Q: 3 clusters Score -3012085 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -3012428.250000 Penalty: 3572.689697
	Iteration 30Q: 3 clusters Score -3012428 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -3012832.500000 Penalty: 3572.689697
	Iteration 31Q: 3 clusters Score -3012832 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 43372 members 
Entering Unmasked Estep 
Score: -3013297.500000 Penalty: 3572.689697
	Iteration 32Q: 3 clusters Score -3013298 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
Score: -3013800.000000 Penalty: 3572.689697
	Iteration 33Q: 3 clusters Score -3013800 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 45159 members 
Entering Unmasked Estep 
Score: -3014373.250000 Penalty: 3572.689697
	Iteration 34Q: 3 clusters Score -3014373 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -3014809.250000 Penalty: 3572.689697
	Iteration 35Q: 3 clusters Score -3014809 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -3015097.750000 Penalty: 3572.689697
	Iteration 36Q: 3 clusters Score -3015098 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 47178 members 
Entering Unmasked Estep 
Score: -3015297.750000 Penalty: 3572.689697
	Iteration 37Q: 3 clusters Score -3015298 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 47646 members 
Entering Unmasked Estep 
Score: -3015437.500000 Penalty: 3572.689697
	Iteration 38Q: 3 clusters Score -3015438 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -3015538.000000 Penalty: 3572.689697
	Iteration 39Q: 3 clusters Score -3015538 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 48394 members 
Entering Unmasked Estep 
Score: -3015607.500000 Penalty: 3572.689697
	Iteration 40F: 3 clusters Score -3015608 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 48720 members 
Entering Unmasked Estep 
Score: -3015690.750000 Penalty: 3572.689697
	Iteration 41Q: 3 clusters Score -3015691 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -3015726.000000 Penalty: 3572.689697
	Iteration 42Q: 3 clusters Score -3015726 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 49226 members 
Entering Unmasked Estep 
Score: -3015760.750000 Penalty: 3572.689697
	Iteration 43Q: 3 clusters Score -3015761 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 49447 members 
Entering Unmasked Estep 
Score: -3015784.750000 Penalty: 3572.689697
	Iteration 44Q: 3 clusters Score -3015785 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 49639 members 
Entering Unmasked Estep 
Score: -3015802.750000 Penalty: 3572.689697
	Iteration 45Q: 3 clusters Score -3015803 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 49782 members 
Entering Unmasked Estep 
Score: -3015823.250000 Penalty: 3572.689697
	Iteration 46Q: 3 clusters Score -3015823 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 49910 members 
Entering Unmasked Estep 
Score: -3015841.750000 Penalty: 3572.689697
	Iteration 47Q: 3 clusters Score -3015842 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 50019 members 
Entering Unmasked Estep 
Score: -3015848.000000 Penalty: 3572.689697
	Iteration 48Q: 3 clusters Score -3015848 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 50105 members 
Entering Unmasked Estep 
Score: -3015861.750000 Penalty: 3572.689697
	Iteration 49Q: 3 clusters Score -3015862 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 50181 members 
Entering Unmasked Estep 
Score: -3015870.500000 Penalty: 3572.689697
	Iteration 50Q: 3 clusters Score -3015870 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 50236 members 
Entering Unmasked Estep 
Score: -3015878.250000 Penalty: 3572.689697
	Iteration 51Q: 3 clusters Score -3015878 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 50294 members 
Entering Unmasked Estep 
Score: -3015876.750000 Penalty: 3572.689697
	Iteration 52Q: 3 clusters Score -3015877 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 50344 members 
Entering Unmasked Estep 
Score: -3015874.000000 Penalty: 3572.689697
	Iteration 53Q: 3 clusters Score -3015874 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 50388 members 
Entering Unmasked Estep 
Score: -3015871.750000 Penalty: 3572.689697
	Iteration 54Q: 3 clusters Score -3015872 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 50421 members 
Entering Unmasked Estep 
Score: -3015877.500000 Penalty: 3572.689697
	Iteration 55Q: 3 clusters Score -3015878 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 50448 members 
Entering Unmasked Estep 
Score: -3015885.250000 Penalty: 3572.689697
	Iteration 56Q: 3 clusters Score -3015885 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 50478 members 
Entering Unmasked Estep 
Score: -3015880.500000 Penalty: 3572.689697
	Iteration 57Q: 3 clusters Score -3015880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 50507 members 
Entering Unmasked Estep 
Score: -3015885.250000 Penalty: 3572.689697
	Iteration 58Q: 3 clusters Score -3015885 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -3015891.000000 Penalty: 3572.689697
	Iteration 59Q: 3 clusters Score -3015891 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 50574 members 
Entering Unmasked Estep 
Score: -3015886.500000 Penalty: 3572.689697
	Iteration 60F: 3 clusters Score -3015886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 50597 members 
Entering Unmasked Estep 
Score: -3015887.750000 Penalty: 3572.689697
	Iteration 61Q: 3 clusters Score -3015888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
Score: -3015886.750000 Penalty: 3572.689697
	Iteration 62Q: 3 clusters Score -3015887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 50638 members 
Entering Unmasked Estep 
Score: -3015881.750000 Penalty: 3572.689697
	Iteration 63Q: 3 clusters Score -3015882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 50657 members 
Entering Unmasked Estep 
Score: -3015884.500000 Penalty: 3572.689697
	Iteration 64Q: 3 clusters Score -3015884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -3015877.500000 Penalty: 3572.689697
	Iteration 65Q: 3 clusters Score -3015878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 50690 members 
Entering Unmasked Estep 
Score: -3015881.250000 Penalty: 3572.689697
	Iteration 66Q: 3 clusters Score -3015881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 50698 members 
Entering Unmasked Estep 
Score: -3015879.500000 Penalty: 3572.689697
	Iteration 67Q: 3 clusters Score -3015880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 50706 members 
Entering Unmasked Estep 
Score: -3015885.500000 Penalty: 3572.689697
	Iteration 68Q: 3 clusters Score -3015886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 50712 members 
Entering Unmasked Estep 
Score: -3015884.500000 Penalty: 3572.689697
	Iteration 69Q: 3 clusters Score -3015884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -3015890.000000 Penalty: 3572.689697
	Iteration 70Q: 3 clusters Score -3015890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 50728 members 
Entering Unmasked Estep 
Score: -3015894.500000 Penalty: 3572.689697
	Iteration 71Q: 3 clusters Score -3015894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 50738 members 
Entering Unmasked Estep 
Score: -3015895.000000 Penalty: 3572.689697
	Iteration 72Q: 3 clusters Score -3015895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 50746 members 
Entering Unmasked Estep 
Score: -3015896.750000 Penalty: 3572.689697
	Iteration 73Q: 3 clusters Score -3015897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 50758 members 
Entering Unmasked Estep 
Score: -3015886.500000 Penalty: 3572.689697
	Iteration 74Q: 3 clusters Score -3015886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 50767 members 
Entering Unmasked Estep 
Score: -3015884.000000 Penalty: 3572.689697
	Iteration 75Q: 3 clusters Score -3015884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 50771 members 
Entering Unmasked Estep 
Score: -3015883.750000 Penalty: 3572.689697
	Iteration 76Q: 3 clusters Score -3015884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 50782 members 
Entering Unmasked Estep 
Score: -3015886.250000 Penalty: 3572.689697
	Iteration 77Q: 3 clusters Score -3015886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 50796 members 
Entering Unmasked Estep 
Score: -3015889.000000 Penalty: 3572.689697
	Iteration 78Q: 3 clusters Score -3015889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 50806 members 
Entering Unmasked Estep 
Score: -3015892.750000 Penalty: 3572.689697
	Iteration 79Q: 3 clusters Score -3015893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 50815 members 
Entering Unmasked Estep 
Score: -3015897.000000 Penalty: 3572.689697
	Iteration 80F: 3 clusters Score -3015897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 50819 members 
Entering Unmasked Estep 
Score: -3015895.500000 Penalty: 3572.689697
	Iteration 81Q: 3 clusters Score -3015896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 50822 members 
Entering Unmasked Estep 
Score: -3015900.500000 Penalty: 3572.689697
	Iteration 82Q: 3 clusters Score -3015900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 50825 members 
Entering Unmasked Estep 
Score: -3015893.000000 Penalty: 3572.689697
	Iteration 83Q: 3 clusters Score -3015893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 50827 members 
Entering Unmasked Estep 
Score: -3015892.500000 Penalty: 3572.689697
	Iteration 84Q: 3 clusters Score -3015892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 50827 members 
Entering Unmasked Estep 
Score: -3015892.500000 Penalty: 3572.689697
	Iteration 85F: 3 clusters Score -3015892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Entering Unmasked Estep 
Score: -561636.500000 Penalty: 1517.143433
	Iteration 0F: 2 clusters Score -561636.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -553585.250000 Penalty: 3034.286865
	Iteration 0F: 3 clusters Score -553585.2 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -556207.375000 Penalty: 3034.286865
	Iteration 1F: 3 clusters Score -556207.4 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -556494.562500 Penalty: 3034.286865
	Iteration 2F: 3 clusters Score -556494.6 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -556725.062500 Penalty: 3034.286865
	Iteration 3Q: 3 clusters Score -556725.1 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -556924.625000 Penalty: 3034.286865
	Iteration 4Q: 3 clusters Score -556924.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -557121.687500 Penalty: 3034.286865
	Iteration 5Q: 3 clusters Score -557121.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -557328.750000 Penalty: 3034.286865
	Iteration 6Q: 3 clusters Score -557328.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -557546.875000 Penalty: 3034.286865
	Iteration 7Q: 3 clusters Score -557546.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -557783.687500 Penalty: 3034.286865
	Iteration 8Q: 3 clusters Score -557783.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -558028.812500 Penalty: 3034.286865
	Iteration 9Q: 3 clusters Score -558028.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -558298.500000 Penalty: 3034.286865
	Iteration 10Q: 3 clusters Score -558298.5 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -558561.250000 Penalty: 3034.286865
	Iteration 11Q: 3 clusters Score -558561.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -558788.625000 Penalty: 3034.286865
	Iteration 12Q: 3 clusters Score -558788.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -558949.187500 Penalty: 3034.286865
	Iteration 13Q: 3 clusters Score -558949.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -559086.000000 Penalty: 3034.286865
	Iteration 14Q: 3 clusters Score -559086 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -559180.375000 Penalty: 3034.286865
	Iteration 15Q: 3 clusters Score -559180.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -559253.875000 Penalty: 3034.286865
	Iteration 16Q: 3 clusters Score -559253.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -559310.937500 Penalty: 3034.286865
	Iteration 17Q: 3 clusters Score -559310.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -559359.937500 Penalty: 3034.286865
	Iteration 18Q: 3 clusters Score -559359.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -559402.625000 Penalty: 3034.286865
	Iteration 19Q: 3 clusters Score -559402.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -559441.437500 Penalty: 3034.286865
	Iteration 20F: 3 clusters Score -559441.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -559485.625000 Penalty: 3034.286865
	Iteration 21Q: 3 clusters Score -559485.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -559538.750000 Penalty: 3034.286865
	Iteration 22Q: 3 clusters Score -559538.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -559581.437500 Penalty: 3034.286865
	Iteration 23Q: 3 clusters Score -559581.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -559627.312500 Penalty: 3034.286865
	Iteration 24Q: 3 clusters Score -559627.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -559668.875000 Penalty: 3034.286865
	Iteration 25Q: 3 clusters Score -559668.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -559705.062500 Penalty: 3034.286865
	Iteration 26Q: 3 clusters Score -559705.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -559740.312500 Penalty: 3034.286865
	Iteration 27Q: 3 clusters Score -559740.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -559768.562500 Penalty: 3034.286865
	Iteration 28Q: 3 clusters Score -559768.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -559796.562500 Penalty: 3034.286865
	Iteration 29Q: 3 clusters Score -559796.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -559821.187500 Penalty: 3034.286865
	Iteration 30Q: 3 clusters Score -559821.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -559842.437500 Penalty: 3034.286865
	Iteration 31Q: 3 clusters Score -559842.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -559864.937500 Penalty: 3034.286865
	Iteration 32Q: 3 clusters Score -559864.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -559884.812500 Penalty: 3034.286865
	Iteration 33Q: 3 clusters Score -559884.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -559906.437500 Penalty: 3034.286865
	Iteration 34Q: 3 clusters Score -559906.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -559926.250000 Penalty: 3034.286865
	Iteration 35Q: 3 clusters Score -559926.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -559946.812500 Penalty: 3034.286865
	Iteration 36Q: 3 clusters Score -559946.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -559965.937500 Penalty: 3034.286865
	Iteration 37Q: 3 clusters Score -559965.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -559985.750000 Penalty: 3034.286865
	Iteration 38Q: 3 clusters Score -559985.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -560003.187500 Penalty: 3034.286865
	Iteration 39Q: 3 clusters Score -560003.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -560015.000000 Penalty: 3034.286865
	Iteration 40F: 3 clusters Score -560015 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -560030.750000 Penalty: 3034.286865
	Iteration 41Q: 3 clusters Score -560030.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -560041.062500 Penalty: 3034.286865
	Iteration 42Q: 3 clusters Score -560041.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -560059.687500 Penalty: 3034.286865
	Iteration 43Q: 3 clusters Score -560059.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -560076.375000 Penalty: 3034.286865
	Iteration 44Q: 3 clusters Score -560076.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -560090.437500 Penalty: 3034.286865
	Iteration 45Q: 3 clusters Score -560090.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -560104.687500 Penalty: 3034.286865
	Iteration 46Q: 3 clusters Score -560104.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -560121.937500 Penalty: 3034.286865
	Iteration 47Q: 3 clusters Score -560121.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -560132.437500 Penalty: 3034.286865
	Iteration 48Q: 3 clusters Score -560132.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -560142.875000 Penalty: 3034.286865
	Iteration 49Q: 3 clusters Score -560142.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -560155.875000 Penalty: 3034.286865
	Iteration 50Q: 3 clusters Score -560155.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -560166.500000 Penalty: 3034.286865
	Iteration 51Q: 3 clusters Score -560166.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -560184.750000 Penalty: 3034.286865
	Iteration 52Q: 3 clusters Score -560184.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -560195.250000 Penalty: 3034.286865
	Iteration 53Q: 3 clusters Score -560195.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -560205.625000 Penalty: 3034.286865
	Iteration 54Q: 3 clusters Score -560205.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -560216.625000 Penalty: 3034.286865
	Iteration 55Q: 3 clusters Score -560216.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -560225.062500 Penalty: 3034.286865
	Iteration 56Q: 3 clusters Score -560225.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -560227.625000 Penalty: 3034.286865
	Iteration 57Q: 3 clusters Score -560227.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -560228.375000 Penalty: 3034.286865
	Iteration 58Q: 3 clusters Score -560228.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -560229.375000 Penalty: 3034.286865
	Iteration 59Q: 3 clusters Score -560229.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -560230.625000 Penalty: 3034.286865
	Iteration 60F: 3 clusters Score -560230.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -560233.875000 Penalty: 3034.286865
	Iteration 61Q: 3 clusters Score -560233.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -560235.250000 Penalty: 3034.286865
	Iteration 62Q: 3 clusters Score -560235.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -560239.250000 Penalty: 3034.286865
	Iteration 63Q: 3 clusters Score -560239.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -560241.375000 Penalty: 3034.286865
	Iteration 64Q: 3 clusters Score -560241.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -560245.250000 Penalty: 3034.286865
	Iteration 65Q: 3 clusters Score -560245.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -560248.687500 Penalty: 3034.286865
	Iteration 66Q: 3 clusters Score -560248.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -560252.125000 Penalty: 3034.286865
	Iteration 67Q: 3 clusters Score -560252.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -560257.687500 Penalty: 3034.286865
	Iteration 68Q: 3 clusters Score -560257.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -560259.500000 Penalty: 3034.286865
	Iteration 69Q: 3 clusters Score -560259.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -560260.875000 Penalty: 3034.286865
	Iteration 70Q: 3 clusters Score -560260.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -560265.250000 Penalty: 3034.286865
	Iteration 71Q: 3 clusters Score -560265.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -560267.937500 Penalty: 3034.286865
	Iteration 72Q: 3 clusters Score -560267.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -560268.437500 Penalty: 3034.286865
	Iteration 73Q: 3 clusters Score -560268.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -560268.812500 Penalty: 3034.286865
	Iteration 74Q: 3 clusters Score -560268.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -560271.312500 Penalty: 3034.286865
	Iteration 75Q: 3 clusters Score -560271.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -560274.500000 Penalty: 3034.286865
	Iteration 76Q: 3 clusters Score -560274.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -560279.062500 Penalty: 3034.286865
	Iteration 77Q: 3 clusters Score -560279.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -560280.187500 Penalty: 3034.286865
	Iteration 78Q: 3 clusters Score -560280.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -560284.312500 Penalty: 3034.286865
	Iteration 79Q: 3 clusters Score -560284.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -560284.375000 Penalty: 3034.286865
	Iteration 80F: 3 clusters Score -560284.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -560285.437500 Penalty: 3034.286865
	Iteration 81Q: 3 clusters Score -560285.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -560286.375000 Penalty: 3034.286865
	Iteration 82Q: 3 clusters Score -560286.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -560286.062500 Penalty: 3034.286865
	Iteration 83Q: 3 clusters Score -560286.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -560288.125000 Penalty: 3034.286865
	Iteration 84Q: 3 clusters Score -560288.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -560288.187500 Penalty: 3034.286865
	Iteration 85Q: 3 clusters Score -560288.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -560289.125000 Penalty: 3034.286865
	Iteration 86Q: 3 clusters Score -560289.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -560288.687500 Penalty: 3034.286865
	Iteration 87Q: 3 clusters Score -560288.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -560288.687500 Penalty: 3034.286865
	Iteration 88F: 3 clusters Score -560288.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Entering Unmasked Estep 
Score: -68281.773438 Penalty: 1180.745850
	Iteration 0F: 2 clusters Score -68281.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -66518.601562 Penalty: 2361.491699
	Iteration 0F: 3 clusters Score -66518.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -66863.539062 Penalty: 2361.491699
	Iteration 1F: 3 clusters Score -66863.54 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -66974.718750 Penalty: 2361.491699
	Iteration 2F: 3 clusters Score -66974.72 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -67034.656250 Penalty: 2361.491699
	Iteration 3F: 3 clusters Score -67034.66 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -67059.992188 Penalty: 2361.491699
	Iteration 4Q: 3 clusters Score -67059.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -67077.921875 Penalty: 2361.491699
	Iteration 5Q: 3 clusters Score -67077.92 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -67099.406250 Penalty: 2361.491699
	Iteration 6Q: 3 clusters Score -67099.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -67113.554688 Penalty: 2361.491699
	Iteration 7Q: 3 clusters Score -67113.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -67125.468750 Penalty: 2361.491699
	Iteration 8Q: 3 clusters Score -67125.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -67132.351562 Penalty: 2361.491699
	Iteration 9Q: 3 clusters Score -67132.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -67134.937500 Penalty: 2361.491699
	Iteration 10Q: 3 clusters Score -67134.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -67137.320312 Penalty: 2361.491699
	Iteration 11Q: 3 clusters Score -67137.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -67140.898438 Penalty: 2361.491699
	Iteration 12Q: 3 clusters Score -67140.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -67143.531250 Penalty: 2361.491699
	Iteration 13Q: 3 clusters Score -67143.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -67144.664062 Penalty: 2361.491699
	Iteration 14Q: 3 clusters Score -67144.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -67145.859375 Penalty: 2361.491699
	Iteration 15Q: 3 clusters Score -67145.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -67146.585938 Penalty: 2361.491699
	Iteration 16Q: 3 clusters Score -67146.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -67147.945312 Penalty: 2361.491699
	Iteration 17Q: 3 clusters Score -67147.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -67148.414062 Penalty: 2361.491699
	Iteration 18Q: 3 clusters Score -67148.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -67148.632812 Penalty: 2361.491699
	Iteration 19Q: 3 clusters Score -67148.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -67149.585938 Penalty: 2361.491699
	Iteration 20F: 3 clusters Score -67149.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -67151.140625 Penalty: 2361.491699
	Iteration 21Q: 3 clusters Score -67151.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -67153.351562 Penalty: 2361.491699
	Iteration 22Q: 3 clusters Score -67153.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -67154.265625 Penalty: 2361.491699
	Iteration 23Q: 3 clusters Score -67154.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -67154.265625 Penalty: 2361.491699
	Iteration 24F: 3 clusters Score -67154.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (38348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Entering Unmasked Estep 
Score: -2037587.875000 Penalty: 1715.099365
	Iteration 0F: 2 clusters Score -2037588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -2011940.250000 Penalty: 3430.198730
	Iteration 0F: 3 clusters Score -2011940 nChanged 17764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -2021790.875000 Penalty: 3430.198730
	Iteration 1F: 3 clusters Score -2021791 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2022344.125000 Penalty: 3430.198730
	Iteration 2Q: 3 clusters Score -2022344 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -2023238.375000 Penalty: 3430.198730
	Iteration 3Q: 3 clusters Score -2023238 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -2024619.000000 Penalty: 3430.198730
	Iteration 4F: 3 clusters Score -2024619 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -2026444.625000 Penalty: 3430.198730
	Iteration 5F: 3 clusters Score -2026445 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -2028638.750000 Penalty: 3430.198730
	Iteration 6F: 3 clusters Score -2028639 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -2031329.250000 Penalty: 3430.198730
	Iteration 7F: 3 clusters Score -2031329 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -2034009.875000 Penalty: 3430.198730
	Iteration 8F: 3 clusters Score -2034010 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -2035578.500000 Penalty: 3430.198730
	Iteration 9F: 3 clusters Score -2035578 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -2036174.625000 Penalty: 3430.198730
	Iteration 10Q: 3 clusters Score -2036175 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -2036418.875000 Penalty: 3430.198730
	Iteration 11Q: 3 clusters Score -2036419 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -2036535.125000 Penalty: 3430.198730
	Iteration 12Q: 3 clusters Score -2036535 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -2036620.750000 Penalty: 3430.198730
	Iteration 13Q: 3 clusters Score -2036621 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -2036670.875000 Penalty: 3430.198730
	Iteration 14Q: 3 clusters Score -2036671 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -2036712.625000 Penalty: 3430.198730
	Iteration 15Q: 3 clusters Score -2036713 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -2036735.000000 Penalty: 3430.198730
	Iteration 16Q: 3 clusters Score -2036735 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -2036767.250000 Penalty: 3430.198730
	Iteration 17Q: 3 clusters Score -2036767 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -2036788.250000 Penalty: 3430.198730
	Iteration 18Q: 3 clusters Score -2036788 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -2036795.875000 Penalty: 3430.198730
	Iteration 19Q: 3 clusters Score -2036796 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -2036809.750000 Penalty: 3430.198730
	Iteration 20F: 3 clusters Score -2036810 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -2036820.500000 Penalty: 3430.198730
	Iteration 21Q: 3 clusters Score -2036820 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -2036824.000000 Penalty: 3430.198730
	Iteration 22Q: 3 clusters Score -2036824 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -2036829.375000 Penalty: 3430.198730
	Iteration 23Q: 3 clusters Score -2036829 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -2036844.750000 Penalty: 3430.198730
	Iteration 24Q: 3 clusters Score -2036845 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -2036856.750000 Penalty: 3430.198730
	Iteration 25Q: 3 clusters Score -2036857 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -2036873.375000 Penalty: 3430.198730
	Iteration 26Q: 3 clusters Score -2036873 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -2036893.125000 Penalty: 3430.198730
	Iteration 27Q: 3 clusters Score -2036893 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -2036889.750000 Penalty: 3430.198730
	Iteration 28Q: 3 clusters Score -2036890 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -2036910.875000 Penalty: 3430.198730
	Iteration 29Q: 3 clusters Score -2036911 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -2036920.125000 Penalty: 3430.198730
	Iteration 30Q: 3 clusters Score -2036920 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -2036945.750000 Penalty: 3430.198730
	Iteration 31Q: 3 clusters Score -2036946 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -2036954.250000 Penalty: 3430.198730
	Iteration 32Q: 3 clusters Score -2036954 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -2036963.375000 Penalty: 3430.198730
	Iteration 33Q: 3 clusters Score -2036963 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -2036974.500000 Penalty: 3430.198730
	Iteration 34Q: 3 clusters Score -2036974 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -2036983.000000 Penalty: 3430.198730
	Iteration 35Q: 3 clusters Score -2036983 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -2037005.375000 Penalty: 3430.198730
	Iteration 36Q: 3 clusters Score -2037005 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -2037012.500000 Penalty: 3430.198730
	Iteration 37Q: 3 clusters Score -2037012 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -2037021.250000 Penalty: 3430.198730
	Iteration 38Q: 3 clusters Score -2037021 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -2037031.875000 Penalty: 3430.198730
	Iteration 39Q: 3 clusters Score -2037032 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -2037045.875000 Penalty: 3430.198730
	Iteration 40F: 3 clusters Score -2037046 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -2037064.375000 Penalty: 3430.198730
	Iteration 41Q: 3 clusters Score -2037064 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -2037073.125000 Penalty: 3430.198730
	Iteration 42Q: 3 clusters Score -2037073 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -2037082.500000 Penalty: 3430.198730
	Iteration 43Q: 3 clusters Score -2037082 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -2037096.250000 Penalty: 3430.198730
	Iteration 44Q: 3 clusters Score -2037096 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -2037107.750000 Penalty: 3430.198730
	Iteration 45Q: 3 clusters Score -2037108 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -2037118.750000 Penalty: 3430.198730
	Iteration 46Q: 3 clusters Score -2037119 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -2037140.250000 Penalty: 3430.198730
	Iteration 47Q: 3 clusters Score -2037140 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -2037142.625000 Penalty: 3430.198730
	Iteration 48Q: 3 clusters Score -2037143 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -2037160.750000 Penalty: 3430.198730
	Iteration 49Q: 3 clusters Score -2037161 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -2037161.125000 Penalty: 3430.198730
	Iteration 50Q: 3 clusters Score -2037161 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -2037164.625000 Penalty: 3430.198730
	Iteration 51Q: 3 clusters Score -2037165 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -2037173.750000 Penalty: 3430.198730
	Iteration 52Q: 3 clusters Score -2037174 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -2037169.000000 Penalty: 3430.198730
	Iteration 53Q: 3 clusters Score -2037169 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -2037178.000000 Penalty: 3430.198730
	Iteration 54Q: 3 clusters Score -2037178 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -2037180.625000 Penalty: 3430.198730
	Iteration 55Q: 3 clusters Score -2037181 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -2037179.125000 Penalty: 3430.198730
	Iteration 56Q: 3 clusters Score -2037179 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -2037185.000000 Penalty: 3430.198730
	Iteration 57Q: 3 clusters Score -2037185 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -2037192.750000 Penalty: 3430.198730
	Iteration 58Q: 3 clusters Score -2037193 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -2037201.250000 Penalty: 3430.198730
	Iteration 59Q: 3 clusters Score -2037201 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -2037204.500000 Penalty: 3430.198730
	Iteration 60F: 3 clusters Score -2037204 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -2037203.375000 Penalty: 3430.198730
	Iteration 61Q: 3 clusters Score -2037203 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -2037199.500000 Penalty: 3430.198730
	Iteration 62Q: 3 clusters Score -2037200 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -2037215.375000 Penalty: 3430.198730
	Iteration 63Q: 3 clusters Score -2037215 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -2037222.125000 Penalty: 3430.198730
	Iteration 64Q: 3 clusters Score -2037222 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -2037226.375000 Penalty: 3430.198730
	Iteration 65Q: 3 clusters Score -2037226 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -2037227.875000 Penalty: 3430.198730
	Iteration 66Q: 3 clusters Score -2037228 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -2037232.875000 Penalty: 3430.198730
	Iteration 67Q: 3 clusters Score -2037233 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -2037232.375000 Penalty: 3430.198730
	Iteration 68Q: 3 clusters Score -2037232 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -2037228.375000 Penalty: 3430.198730
	Iteration 69Q: 3 clusters Score -2037228 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -2037229.625000 Penalty: 3430.198730
	Iteration 70Q: 3 clusters Score -2037230 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -2037230.125000 Penalty: 3430.198730
	Iteration 71Q: 3 clusters Score -2037230 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -2037239.000000 Penalty: 3430.198730
	Iteration 72Q: 3 clusters Score -2037239 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -2037239.000000 Penalty: 3430.198730
	Iteration 73Q: 3 clusters Score -2037239 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -2037246.250000 Penalty: 3430.198730
	Iteration 74Q: 3 clusters Score -2037246 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -2037246.375000 Penalty: 3430.198730
	Iteration 75Q: 3 clusters Score -2037246 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -2037253.250000 Penalty: 3430.198730
	Iteration 76Q: 3 clusters Score -2037253 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -2037259.250000 Penalty: 3430.198730
	Iteration 77Q: 3 clusters Score -2037259 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -2037261.125000 Penalty: 3430.198730
	Iteration 78Q: 3 clusters Score -2037261 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -2037260.125000 Penalty: 3430.198730
	Iteration 79Q: 3 clusters Score -2037260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -2037256.875000 Penalty: 3430.198730
	Iteration 80F: 3 clusters Score -2037257 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -2037257.875000 Penalty: 3430.198730
	Iteration 81Q: 3 clusters Score -2037258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -2037258.000000 Penalty: 3430.198730
	Iteration 82Q: 3 clusters Score -2037258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -2037262.250000 Penalty: 3430.198730
	Iteration 83Q: 3 clusters Score -2037262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -2037264.750000 Penalty: 3430.198730
	Iteration 84Q: 3 clusters Score -2037265 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -2037261.125000 Penalty: 3430.198730
	Iteration 85Q: 3 clusters Score -2037261 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -2037267.875000 Penalty: 3430.198730
	Iteration 86Q: 3 clusters Score -2037268 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -2037274.750000 Penalty: 3430.198730
	Iteration 87Q: 3 clusters Score -2037275 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -2037275.000000 Penalty: 3430.198730
	Iteration 88Q: 3 clusters Score -2037275 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -2037272.750000 Penalty: 3430.198730
	Iteration 89Q: 3 clusters Score -2037273 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -2037282.500000 Penalty: 3430.198730
	Iteration 90Q: 3 clusters Score -2037282 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -2037284.250000 Penalty: 3430.198730
	Iteration 91Q: 3 clusters Score -2037284 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -2037290.500000 Penalty: 3430.198730
	Iteration 92Q: 3 clusters Score -2037290 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -2037296.500000 Penalty: 3430.198730
	Iteration 93Q: 3 clusters Score -2037296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -2037300.750000 Penalty: 3430.198730
	Iteration 94Q: 3 clusters Score -2037301 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -2037303.750000 Penalty: 3430.198730
	Iteration 95Q: 3 clusters Score -2037304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -2037311.625000 Penalty: 3430.198730
	Iteration 96Q: 3 clusters Score -2037312 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -2037313.750000 Penalty: 3430.198730
	Iteration 97Q: 3 clusters Score -2037314 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -2037313.250000 Penalty: 3430.198730
	Iteration 98Q: 3 clusters Score -2037313 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -2037314.250000 Penalty: 3430.198730
	Iteration 99Q: 3 clusters Score -2037314 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -2037312.500000 Penalty: 3430.198730
	Iteration 100F: 3 clusters Score -2037312 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -2037318.375000 Penalty: 3430.198730
	Iteration 101Q: 3 clusters Score -2037318 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -2037321.625000 Penalty: 3430.198730
	Iteration 102Q: 3 clusters Score -2037322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -2037321.125000 Penalty: 3430.198730
	Iteration 103Q: 3 clusters Score -2037321 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -2037326.375000 Penalty: 3430.198730
	Iteration 104Q: 3 clusters Score -2037326 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -2037328.375000 Penalty: 3430.198730
	Iteration 105Q: 3 clusters Score -2037328 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -2037329.875000 Penalty: 3430.198730
	Iteration 106Q: 3 clusters Score -2037330 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -2037330.500000 Penalty: 3430.198730
	Iteration 107Q: 3 clusters Score -2037330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -2037327.625000 Penalty: 3430.198730
	Iteration 108Q: 3 clusters Score -2037328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -2037329.500000 Penalty: 3430.198730
	Iteration 109Q: 3 clusters Score -2037330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -2037332.875000 Penalty: 3430.198730
	Iteration 110Q: 3 clusters Score -2037333 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -2037332.750000 Penalty: 3430.198730
	Iteration 111Q: 3 clusters Score -2037333 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -2037340.375000 Penalty: 3430.198730
	Iteration 112Q: 3 clusters Score -2037340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -2037340.625000 Penalty: 3430.198730
	Iteration 113Q: 3 clusters Score -2037341 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 32703 members 
Entering Unmasked Estep 
Score: -2037340.125000 Penalty: 3430.198730
	Iteration 114Q: 3 clusters Score -2037340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -2037336.750000 Penalty: 3430.198730
	Iteration 115Q: 3 clusters Score -2037337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -2037341.375000 Penalty: 3430.198730
	Iteration 116Q: 3 clusters Score -2037341 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -2037348.000000 Penalty: 3430.198730
	Iteration 117Q: 3 clusters Score -2037348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -2037352.750000 Penalty: 3430.198730
	Iteration 118Q: 3 clusters Score -2037353 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -2037357.875000 Penalty: 3430.198730
	Iteration 119Q: 3 clusters Score -2037358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -2037361.125000 Penalty: 3430.198730
	Iteration 120F: 3 clusters Score -2037361 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -2037359.125000 Penalty: 3430.198730
	Iteration 121Q: 3 clusters Score -2037359 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -2037360.875000 Penalty: 3430.198730
	Iteration 122Q: 3 clusters Score -2037361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -2037361.750000 Penalty: 3430.198730
	Iteration 123Q: 3 clusters Score -2037362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -2037357.875000 Penalty: 3430.198730
	Iteration 124Q: 3 clusters Score -2037358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -2037361.750000 Penalty: 3430.198730
	Iteration 125Q: 3 clusters Score -2037362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -2037360.250000 Penalty: 3430.198730
	Iteration 126Q: 3 clusters Score -2037360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -2037363.125000 Penalty: 3430.198730
	Iteration 127Q: 3 clusters Score -2037363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -2037361.875000 Penalty: 3430.198730
	Iteration 128Q: 3 clusters Score -2037362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -2037361.250000 Penalty: 3430.198730
	Iteration 129Q: 3 clusters Score -2037361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -2037358.125000 Penalty: 3430.198730
	Iteration 130Q: 3 clusters Score -2037358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -2037356.750000 Penalty: 3430.198730
	Iteration 131Q: 3 clusters Score -2037357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -2037353.625000 Penalty: 3430.198730
	Iteration 132Q: 3 clusters Score -2037354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -2037353.250000 Penalty: 3430.198730
	Iteration 133Q: 3 clusters Score -2037353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -2037358.500000 Penalty: 3430.198730
	Iteration 134Q: 3 clusters Score -2037358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -2037360.250000 Penalty: 3430.198730
	Iteration 135Q: 3 clusters Score -2037360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -2037360.750000 Penalty: 3430.198730
	Iteration 136Q: 3 clusters Score -2037361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -2037358.125000 Penalty: 3430.198730
	Iteration 137Q: 3 clusters Score -2037358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -2037357.000000 Penalty: 3430.198730
	Iteration 138Q: 3 clusters Score -2037357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -2037358.625000 Penalty: 3430.198730
	Iteration 139Q: 3 clusters Score -2037359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -2037360.250000 Penalty: 3430.198730
	Iteration 140F: 3 clusters Score -2037360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -2037358.125000 Penalty: 3430.198730
	Iteration 141Q: 3 clusters Score -2037358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -2037357.500000 Penalty: 3430.198730
	Iteration 142Q: 3 clusters Score -2037358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -2037361.625000 Penalty: 3430.198730
	Iteration 143Q: 3 clusters Score -2037362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -2037364.250000 Penalty: 3430.198730
	Iteration 144Q: 3 clusters Score -2037364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -2037361.000000 Penalty: 3430.198730
	Iteration 145Q: 3 clusters Score -2037361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -2037363.500000 Penalty: 3430.198730
	Iteration 146Q: 3 clusters Score -2037364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -2037361.000000 Penalty: 3430.198730
	Iteration 147Q: 3 clusters Score -2037361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -2037363.625000 Penalty: 3430.198730
	Iteration 148Q: 3 clusters Score -2037364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -2037365.375000 Penalty: 3430.198730
	Iteration 149Q: 3 clusters Score -2037365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -2037364.750000 Penalty: 3430.198730
	Iteration 150Q: 3 clusters Score -2037365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -2037364.500000 Penalty: 3430.198730
	Iteration 151Q: 3 clusters Score -2037364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -2037362.750000 Penalty: 3430.198730
	Iteration 152Q: 3 clusters Score -2037363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -2037365.750000 Penalty: 3430.198730
	Iteration 153Q: 3 clusters Score -2037366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -2037365.125000 Penalty: 3430.198730
	Iteration 154Q: 3 clusters Score -2037365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -2037368.625000 Penalty: 3430.198730
	Iteration 155Q: 3 clusters Score -2037369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -2037368.375000 Penalty: 3430.198730
	Iteration 156Q: 3 clusters Score -2037368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -2037362.500000 Penalty: 3430.198730
	Iteration 157Q: 3 clusters Score -2037362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -2037360.750000 Penalty: 3430.198730
	Iteration 158Q: 3 clusters Score -2037361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -2037362.250000 Penalty: 3430.198730
	Iteration 159Q: 3 clusters Score -2037362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -2037361.375000 Penalty: 3430.198730
	Iteration 160F: 3 clusters Score -2037361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -2037358.875000 Penalty: 3430.198730
	Iteration 161Q: 3 clusters Score -2037359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -2037361.750000 Penalty: 3430.198730
	Iteration 162Q: 3 clusters Score -2037362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -2037362.500000 Penalty: 3430.198730
	Iteration 163Q: 3 clusters Score -2037362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -2037365.750000 Penalty: 3430.198730
	Iteration 164Q: 3 clusters Score -2037366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -2037365.875000 Penalty: 3430.198730
	Iteration 165Q: 3 clusters Score -2037366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -2037367.125000 Penalty: 3430.198730
	Iteration 166Q: 3 clusters Score -2037367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -2037365.625000 Penalty: 3430.198730
	Iteration 167Q: 3 clusters Score -2037366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -2037363.875000 Penalty: 3430.198730
	Iteration 168Q: 3 clusters Score -2037364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -2037368.625000 Penalty: 3430.198730
	Iteration 169Q: 3 clusters Score -2037369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -2037370.875000 Penalty: 3430.198730
	Iteration 170Q: 3 clusters Score -2037371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -2037370.875000 Penalty: 3430.198730
	Iteration 171Q: 3 clusters Score -2037371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 33242 members 
Entering Unmasked Estep 
Score: -2037370.750000 Penalty: 3430.198730
	Iteration 172Q: 3 clusters Score -2037371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -2037372.750000 Penalty: 3430.198730
	Iteration 173Q: 3 clusters Score -2037373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -2037372.375000 Penalty: 3430.198730
	Iteration 174Q: 3 clusters Score -2037372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -2037373.000000 Penalty: 3430.198730
	Iteration 175Q: 3 clusters Score -2037373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -2037374.750000 Penalty: 3430.198730
	Iteration 176Q: 3 clusters Score -2037375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -2037379.375000 Penalty: 3430.198730
	Iteration 177Q: 3 clusters Score -2037379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -2037380.000000 Penalty: 3430.198730
	Iteration 178Q: 3 clusters Score -2037380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -2037377.625000 Penalty: 3430.198730
	Iteration 179Q: 3 clusters Score -2037378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -2037373.875000 Penalty: 3430.198730
	Iteration 180F: 3 clusters Score -2037374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -2037372.000000 Penalty: 3430.198730
	Iteration 181Q: 3 clusters Score -2037372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -2037378.125000 Penalty: 3430.198730
	Iteration 182Q: 3 clusters Score -2037378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -2037383.625000 Penalty: 3430.198730
	Iteration 183Q: 3 clusters Score -2037384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -2037386.375000 Penalty: 3430.198730
	Iteration 184Q: 3 clusters Score -2037386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -2037385.250000 Penalty: 3430.198730
	Iteration 185Q: 3 clusters Score -2037385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
Score: -2037382.000000 Penalty: 3430.198730
	Iteration 186Q: 3 clusters Score -2037382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -2037383.250000 Penalty: 3430.198730
	Iteration 187Q: 3 clusters Score -2037383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -2037385.250000 Penalty: 3430.198730
	Iteration 188Q: 3 clusters Score -2037385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -2037385.625000 Penalty: 3430.198730
	Iteration 189Q: 3 clusters Score -2037386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -2037387.375000 Penalty: 3430.198730
	Iteration 190Q: 3 clusters Score -2037387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -2037386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
Score: -2037385.500000 Penalty: 3430.198730
	Iteration 192F: 3 clusters Score -2037386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (46323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46323 members 
Entering Unmasked Estep 
Score: -2393478.750000 Penalty: 1745.801514
	Iteration 0F: 2 clusters Score -2393479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -2362386.250000 Penalty: 3491.603027
	Iteration 0F: 3 clusters Score -2362386 nChanged 21643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2374578 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -2374978 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -2375439.250000 Penalty: 3491.603027
	Iteration 3Q: 3 clusters Score -2375439 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -2376033.750000 Penalty: 3491.603027
	Iteration 4Q: 3 clusters Score -2376034 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -2376999.000000 Penalty: 3491.603027
	Iteration 5Q: 3 clusters Score -2376999 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -2378604.500000 Penalty: 3491.603027
	Iteration 6F: 3 clusters Score -2378604 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -2381176.750000 Penalty: 3491.603027
	Iteration 7F: 3 clusters Score -2381177 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 38272 members 
Entering Unmasked Estep 
Score: -2384456.500000 Penalty: 3491.603027
	Iteration 8F: 3 clusters Score -2384456 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -2387681.000000 Penalty: 3491.603027
	Iteration 9F: 3 clusters Score -2387681 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 43961 members 
Entering Unmasked Estep 
Score: -2389984.000000 Penalty: 3491.603027
	Iteration 10F: 3 clusters Score -2389984 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 45246 members 
Entering Unmasked Estep 
Score: -2391192.500000 Penalty: 3491.603027
	Iteration 11Q: 3 clusters Score -2391192 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 45769 members 
Entering Unmasked Estep 
Score: -2391663.750000 Penalty: 3491.603027
	Iteration 12Q: 3 clusters Score -2391664 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 45981 members 
Entering Unmasked Estep 
Score: -2391841.000000 Penalty: 3491.603027
	Iteration 13Q: 3 clusters Score -2391841 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 46052 members 
Entering Unmasked Estep 
Score: -2391916.250000 Penalty: 3491.603027
	Iteration 14Q: 3 clusters Score -2391916 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -2391952.250000 Penalty: 3491.603027
	Iteration 15Q: 3 clusters Score -2391952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 46102 members 
Entering Unmasked Estep 
Score: -2391987.000000 Penalty: 3491.603027
	Iteration 16Q: 3 clusters Score -2391987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -2391998.750000 Penalty: 3491.603027
	Iteration 17Q: 3 clusters Score -2391999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -2392013.500000 Penalty: 3491.603027
	Iteration 18Q: 3 clusters Score -2392014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 46115 members 
Entering Unmasked Estep 
Score: -2392018.250000 Penalty: 3491.603027
	Iteration 19Q: 3 clusters Score -2392018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -2392025.000000 Penalty: 3491.603027
	Iteration 20F: 3 clusters Score -2392025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 46118 members 
Entering Unmasked Estep 
Score: -2392029.750000 Penalty: 3491.603027
	Iteration 21Q: 3 clusters Score -2392030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 46120 members 
Entering Unmasked Estep 
Score: -2392030.500000 Penalty: 3491.603027
	Iteration 22Q: 3 clusters Score -2392030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 46118 members 
Entering Unmasked Estep 
Score: -2392030.000000 Penalty: 3491.603027
	Iteration 23Q: 3 clusters Score -2392030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -2392038.000000 Penalty: 3491.603027
	Iteration 24Q: 3 clusters Score -2392038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 46118 members 
Entering Unmasked Estep 
Score: -2392041.000000 Penalty: 3491.603027
	Iteration 25Q: 3 clusters Score -2392041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -2392044.750000 Penalty: 3491.603027
	Iteration 26Q: 3 clusters Score -2392045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 46116 members 
Entering Unmasked Estep 
Score: -2392043.000000 Penalty: 3491.603027
	Iteration 27Q: 3 clusters Score -2392043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -2392046.000000 Penalty: 3491.603027
	Iteration 28Q: 3 clusters Score -2392046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -2392048.000000 Penalty: 3491.603027
	Iteration 29Q: 3 clusters Score -2392048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -2392048.000000 Penalty: 3491.603027
	Iteration 30F: 3 clusters Score -2392048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Entering Unmasked Estep 
Score: -218115.000000 Penalty: 1372.146362
	Iteration 0F: 2 clusters Score -218115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -214372.203125 Penalty: 2744.292725
	Iteration 0F: 3 clusters Score -214372.2 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -215405.562500 Penalty: 2744.292725
	Iteration 1F: 3 clusters Score -215405.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -215575.500000 Penalty: 2744.292725
	Iteration 2F: 3 clusters Score -215575.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -215707.750000 Penalty: 2744.292725
	Iteration 3F: 3 clusters Score -215707.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -215800.468750 Penalty: 2744.292725
	Iteration 4Q: 3 clusters Score -215800.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -215868.062500 Penalty: 2744.292725
	Iteration 5Q: 3 clusters Score -215868.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -215925.718750 Penalty: 2744.292725
	Iteration 6Q: 3 clusters Score -215925.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -215974.546875 Penalty: 2744.292725
	Iteration 7Q: 3 clusters Score -215974.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -216014.531250 Penalty: 2744.292725
	Iteration 8Q: 3 clusters Score -216014.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -216046.390625 Penalty: 2744.292725
	Iteration 9Q: 3 clusters Score -216046.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -216074.750000 Penalty: 2744.292725
	Iteration 10Q: 3 clusters Score -216074.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -216098.906250 Penalty: 2744.292725
	Iteration 11Q: 3 clusters Score -216098.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -216128.140625 Penalty: 2744.292725
	Iteration 12Q: 3 clusters Score -216128.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -216157.937500 Penalty: 2744.292725
	Iteration 13Q: 3 clusters Score -216157.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -216187.750000 Penalty: 2744.292725
	Iteration 14Q: 3 clusters Score -216187.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -216225.906250 Penalty: 2744.292725
	Iteration 15Q: 3 clusters Score -216225.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -216277.796875 Penalty: 2744.292725
	Iteration 16Q: 3 clusters Score -216277.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -216318.390625 Penalty: 2744.292725
	Iteration 17Q: 3 clusters Score -216318.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -216357.671875 Penalty: 2744.292725
	Iteration 18Q: 3 clusters Score -216357.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -216408.000000 Penalty: 2744.292725
	Iteration 19Q: 3 clusters Score -216408 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -216454.593750 Penalty: 2744.292725
	Iteration 20F: 3 clusters Score -216454.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -216503.625000 Penalty: 2744.292725
	Iteration 21Q: 3 clusters Score -216503.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -216541.468750 Penalty: 2744.292725
	Iteration 22Q: 3 clusters Score -216541.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -216580.765625 Penalty: 2744.292725
	Iteration 23Q: 3 clusters Score -216580.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -216622.937500 Penalty: 2744.292725
	Iteration 24Q: 3 clusters Score -216622.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -216656.562500 Penalty: 2744.292725
	Iteration 25Q: 3 clusters Score -216656.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -216675.281250 Penalty: 2744.292725
	Iteration 26Q: 3 clusters Score -216675.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -216691.078125 Penalty: 2744.292725
	Iteration 27Q: 3 clusters Score -216691.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -216700.828125 Penalty: 2744.292725
	Iteration 28Q: 3 clusters Score -216700.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -216706.500000 Penalty: 2744.292725
	Iteration 29Q: 3 clusters Score -216706.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -216710.000000 Penalty: 2744.292725
	Iteration 30Q: 3 clusters Score -216710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -216714.265625 Penalty: 2744.292725
	Iteration 31Q: 3 clusters Score -216714.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -216718.734375 Penalty: 2744.292725
	Iteration 32Q: 3 clusters Score -216718.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -216723.890625 Penalty: 2744.292725
	Iteration 33Q: 3 clusters Score -216723.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -216728.609375 Penalty: 2744.292725
	Iteration 34Q: 3 clusters Score -216728.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -216730.921875 Penalty: 2744.292725
	Iteration 35Q: 3 clusters Score -216730.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -216731.859375 Penalty: 2744.292725
	Iteration 36Q: 3 clusters Score -216731.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -216733.046875 Penalty: 2744.292725
	Iteration 37Q: 3 clusters Score -216733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -216734.078125 Penalty: 2744.292725
	Iteration 38Q: 3 clusters Score -216734.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -216736.281250 Penalty: 2744.292725
	Iteration 39Q: 3 clusters Score -216736.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -216737.765625 Penalty: 2744.292725
	Iteration 40F: 3 clusters Score -216737.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -216739.562500 Penalty: 2744.292725
	Iteration 41Q: 3 clusters Score -216739.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -216740.906250 Penalty: 2744.292725
	Iteration 42Q: 3 clusters Score -216740.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -216741.218750 Penalty: 2744.292725
	Iteration 43Q: 3 clusters Score -216741.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -216742.343750 Penalty: 2744.292725
	Iteration 44Q: 3 clusters Score -216742.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -216742.421875 Penalty: 2744.292725
	Iteration 45Q: 3 clusters Score -216742.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -216744.296875 Penalty: 2744.292725
	Iteration 46Q: 3 clusters Score -216744.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -216748.343750 Penalty: 2744.292725
	Iteration 47Q: 3 clusters Score -216748.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -216752.468750 Penalty: 2744.292725
	Iteration 48Q: 3 clusters Score -216752.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -216753.640625 Penalty: 2744.292725
	Iteration 49Q: 3 clusters Score -216753.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -216754.953125 Penalty: 2744.292725
	Iteration 50Q: 3 clusters Score -216755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -216755.781250 Penalty: 2744.292725
	Iteration 51Q: 3 clusters Score -216755.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -216755.921875 Penalty: 2744.292725
	Iteration 52Q: 3 clusters Score -216755.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -216756.109375 Penalty: 2744.292725
	Iteration 53Q: 3 clusters Score -216756.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -216756.109375 Penalty: 2744.292725
	Iteration 54F: 3 clusters Score -216756.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Entering Unmasked Estep 
Score: -339349.281250 Penalty: 1422.628052
	Iteration 0F: 2 clusters Score -339349.3 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 3205 members 
Entering Unmasked Estep 
Score: -334590.656250 Penalty: 2845.256104
	Iteration 0F: 3 clusters Score -334590.7 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -335999.031250 Penalty: 2845.256104
	Iteration 1F: 3 clusters Score -335999 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -336174.312500 Penalty: 2845.256104
	Iteration 2F: 3 clusters Score -336174.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -336297.593750 Penalty: 2845.256104
	Iteration 3Q: 3 clusters Score -336297.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -336381.000000 Penalty: 2845.256104
	Iteration 4Q: 3 clusters Score -336381 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -336453.687500 Penalty: 2845.256104
	Iteration 5Q: 3 clusters Score -336453.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -336531.625000 Penalty: 2845.256104
	Iteration 6Q: 3 clusters Score -336531.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -336609.156250 Penalty: 2845.256104
	Iteration 7Q: 3 clusters Score -336609.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -336688.062500 Penalty: 2845.256104
	Iteration 8Q: 3 clusters Score -336688.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -336768.843750 Penalty: 2845.256104
	Iteration 9Q: 3 clusters Score -336768.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -336849.531250 Penalty: 2845.256104
	Iteration 10Q: 3 clusters Score -336849.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -336931.843750 Penalty: 2845.256104
	Iteration 11Q: 3 clusters Score -336931.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -337016.843750 Penalty: 2845.256104
	Iteration 12Q: 3 clusters Score -337016.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -337096.625000 Penalty: 2845.256104
	Iteration 13Q: 3 clusters Score -337096.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -337170.625000 Penalty: 2845.256104
	Iteration 14Q: 3 clusters Score -337170.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -337235.875000 Penalty: 2845.256104
	Iteration 15Q: 3 clusters Score -337235.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -337295.218750 Penalty: 2845.256104
	Iteration 16Q: 3 clusters Score -337295.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -337353.812500 Penalty: 2845.256104
	Iteration 17Q: 3 clusters Score -337353.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -337405.968750 Penalty: 2845.256104
	Iteration 18Q: 3 clusters Score -337406 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -337444.937500 Penalty: 2845.256104
	Iteration 19Q: 3 clusters Score -337444.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -337493.812500 Penalty: 2845.256104
	Iteration 20F: 3 clusters Score -337493.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -337527.656250 Penalty: 2845.256104
	Iteration 21Q: 3 clusters Score -337527.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -337551.625000 Penalty: 2845.256104
	Iteration 22Q: 3 clusters Score -337551.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -337564.406250 Penalty: 2845.256104
	Iteration 23Q: 3 clusters Score -337564.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -337570.937500 Penalty: 2845.256104
	Iteration 24Q: 3 clusters Score -337570.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -337575.000000 Penalty: 2845.256104
	Iteration 25Q: 3 clusters Score -337575 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -337580.750000 Penalty: 2845.256104
	Iteration 26Q: 3 clusters Score -337580.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -337586.718750 Penalty: 2845.256104
	Iteration 27Q: 3 clusters Score -337586.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -337592.500000 Penalty: 2845.256104
	Iteration 28Q: 3 clusters Score -337592.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -337599.281250 Penalty: 2845.256104
	Iteration 29Q: 3 clusters Score -337599.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -337603.375000 Penalty: 2845.256104
	Iteration 30Q: 3 clusters Score -337603.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -337605.156250 Penalty: 2845.256104
	Iteration 31Q: 3 clusters Score -337605.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -337607.968750 Penalty: 2845.256104
	Iteration 32Q: 3 clusters Score -337608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -337609.031250 Penalty: 2845.256104
	Iteration 33Q: 3 clusters Score -337609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -337608.968750 Penalty: 2845.256104
	Iteration 34Q: 3 clusters Score -337609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -337610.031250 Penalty: 2845.256104
	Iteration 35Q: 3 clusters Score -337610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -337611.312500 Penalty: 2845.256104
	Iteration 36Q: 3 clusters Score -337611.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -337610.875000 Penalty: 2845.256104
	Iteration 37Q: 3 clusters Score -337610.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -337610.875000 Penalty: 2845.256104
	Iteration 38F: 3 clusters Score -337610.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Entering Unmasked Estep 
Score: -89874.585938 Penalty: 1227.664551
	Iteration 0F: 2 clusters Score -89874.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -87825.132812 Penalty: 2455.329102
	Iteration 0F: 3 clusters Score -87825.13 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -88271.929688 Penalty: 2455.329102
	Iteration 1F: 3 clusters Score -88271.93 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -88369.687500 Penalty: 2455.329102
	Iteration 2F: 3 clusters Score -88369.69 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -88422.382812 Penalty: 2455.329102
	Iteration 3Q: 3 clusters Score -88422.38 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -88447.554688 Penalty: 2455.329102
	Iteration 4Q: 3 clusters Score -88447.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -88464.593750 Penalty: 2455.329102
	Iteration 5Q: 3 clusters Score -88464.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -88479.437500 Penalty: 2455.329102
	Iteration 6Q: 3 clusters Score -88479.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -88494.203125 Penalty: 2455.329102
	Iteration 7Q: 3 clusters Score -88494.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -88506.007812 Penalty: 2455.329102
	Iteration 8Q: 3 clusters Score -88506.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -88515.273438 Penalty: 2455.329102
	Iteration 9Q: 3 clusters Score -88515.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -88525.078125 Penalty: 2455.329102
	Iteration 10Q: 3 clusters Score -88525.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -88538.492188 Penalty: 2455.329102
	Iteration 11Q: 3 clusters Score -88538.49 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -88554.250000 Penalty: 2455.329102
	Iteration 12Q: 3 clusters Score -88554.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -88570.882812 Penalty: 2455.329102
	Iteration 13Q: 3 clusters Score -88570.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -88586.609375 Penalty: 2455.329102
	Iteration 14Q: 3 clusters Score -88586.61 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -88604.335938 Penalty: 2455.329102
	Iteration 15Q: 3 clusters Score -88604.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -88618.132812 Penalty: 2455.329102
	Iteration 16Q: 3 clusters Score -88618.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -88632.171875 Penalty: 2455.329102
	Iteration 17Q: 3 clusters Score -88632.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -88646.171875 Penalty: 2455.329102
	Iteration 18Q: 3 clusters Score -88646.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -88663.578125 Penalty: 2455.329102
	Iteration 19Q: 3 clusters Score -88663.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -88683.781250 Penalty: 2455.329102
	Iteration 20F: 3 clusters Score -88683.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -88694.562500 Penalty: 2455.329102
	Iteration 21Q: 3 clusters Score -88694.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -88703.851562 Penalty: 2455.329102
	Iteration 22Q: 3 clusters Score -88703.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -88714.625000 Penalty: 2455.329102
	Iteration 23Q: 3 clusters Score -88714.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -88725.304688 Penalty: 2455.329102
	Iteration 24Q: 3 clusters Score -88725.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -88732.976562 Penalty: 2455.329102
	Iteration 25Q: 3 clusters Score -88732.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -88737.203125 Penalty: 2455.329102
	Iteration 26Q: 3 clusters Score -88737.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -88740.554688 Penalty: 2455.329102
	Iteration 27Q: 3 clusters Score -88740.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -88743.265625 Penalty: 2455.329102
	Iteration 28Q: 3 clusters Score -88743.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -88744.843750 Penalty: 2455.329102
	Iteration 29Q: 3 clusters Score -88744.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -88745.257812 Penalty: 2455.329102
	Iteration 30Q: 3 clusters Score -88745.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -88746.273438 Penalty: 2455.329102
	Iteration 31Q: 3 clusters Score -88746.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -88746.875000 Penalty: 2455.329102
	Iteration 32Q: 3 clusters Score -88746.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -88747.937500 Penalty: 2455.329102
	Iteration 33Q: 3 clusters Score -88747.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -88749.007812 Penalty: 2455.329102
	Iteration 34Q: 3 clusters Score -88749.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -88750.851562 Penalty: 2455.329102
	Iteration 35Q: 3 clusters Score -88750.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -88753.726562 Penalty: 2455.329102
	Iteration 36Q: 3 clusters Score -88753.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -88756.546875 Penalty: 2455.329102
	Iteration 37Q: 3 clusters Score -88756.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -88758.250000 Penalty: 2455.329102
	Iteration 38Q: 3 clusters Score -88758.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -88760.382812 Penalty: 2455.329102
	Iteration 39Q: 3 clusters Score -88760.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -88762.476562 Penalty: 2455.329102
	Iteration 40F: 3 clusters Score -88762.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -88763.117188 Penalty: 2455.329102
	Iteration 41Q: 3 clusters Score -88763.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -88763.117188 Penalty: 2455.329102
	Iteration 42F: 3 clusters Score -88763.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (158162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158162 members 
Entering Unmasked Estep 
Score: -8365024.000000 Penalty: 1945.348511
	Iteration 0F: 2 clusters Score -8365024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79055 members 
Mstep: Class 2 contains 79107 members 
Entering Unmasked Estep 
Score: -8259005.500000 Penalty: 3890.697021
	Iteration 0F: 3 clusters Score -8259006 nChanged 76156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77085 members 
Mstep: Class 2 contains 81077 members 
Entering Unmasked Estep 
Score: -8303911.500000 Penalty: 3890.697021
	Iteration 1F: 3 clusters Score -8303912 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75637 members 
Mstep: Class 2 contains 82525 members 
Entering Unmasked Estep 
Score: -8304946.000000 Penalty: 3890.697021
	Iteration 2Q: 3 clusters Score -8304946 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73343 members 
Mstep: Class 2 contains 84819 members 
Entering Unmasked Estep 
Score: -8306503.500000 Penalty: 3890.697021
	Iteration 3Q: 3 clusters Score -8306504 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69850 members 
Mstep: Class 2 contains 88312 members 
Entering Unmasked Estep 
Score: -8308711.500000 Penalty: 3890.697021
	Iteration 4Q: 3 clusters Score -8308712 nChanged 7797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64797 members 
Mstep: Class 2 contains 93365 members 
Entering Unmasked Estep 
Score: -8312077.500000 Penalty: 3890.697021
	Iteration 5Q: 3 clusters Score -8312078 nChanged 9403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57830 members 
Mstep: Class 2 contains 100332 members 
Entering Unmasked Estep 
Score: -8317229.000000 Penalty: 3890.697021
	Iteration 6F: 3 clusters Score -8317229 nChanged 10528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49164 members 
Mstep: Class 2 contains 108998 members 
Entering Unmasked Estep 
Score: -8324103.000000 Penalty: 3890.697021
	Iteration 7F: 3 clusters Score -8324103 nChanged 11055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 118795 members 
Entering Unmasked Estep 
Score: -8332751.000000 Penalty: 3890.697021
	Iteration 8F: 3 clusters Score -8332751 nChanged 10206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 128293 members 
Entering Unmasked Estep 
Score: -8341756.500000 Penalty: 3890.697021
	Iteration 9F: 3 clusters Score -8341756 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 135844 members 
Entering Unmasked Estep 
Score: -8349468.500000 Penalty: 3890.697021
	Iteration 10F: 3 clusters Score -8349468 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 140995 members 
Entering Unmasked Estep 
Score: -8354772.000000 Penalty: 3890.697021
	Iteration 11Q: 3 clusters Score -8354772 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 144154 members 
Entering Unmasked Estep 
Score: -8357811.000000 Penalty: 3890.697021
	Iteration 12Q: 3 clusters Score -8357811 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 146175 members 
Entering Unmasked Estep 
Score: -8359672.000000 Penalty: 3890.697021
	Iteration 13Q: 3 clusters Score -8359672 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 147804 members 
Entering Unmasked Estep 
Score: -8360970.500000 Penalty: 3890.697021
	Iteration 14Q: 3 clusters Score -8360970 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 149106 members 
Entering Unmasked Estep 
Score: -8361885.500000 Penalty: 3890.697021
	Iteration 15Q: 3 clusters Score -8361886 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 150168 members 
Entering Unmasked Estep 
Score: -8362694.000000 Penalty: 3890.697021
	Iteration 16Q: 3 clusters Score -8362694 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 150994 members 
Entering Unmasked Estep 
Score: -8363125.000000 Penalty: 3890.697021
	Iteration 17Q: 3 clusters Score -8363125 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 151638 members 
Entering Unmasked Estep 
Score: -8363436.000000 Penalty: 3890.697021
	Iteration 18Q: 3 clusters Score -8363436 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 152144 members 
Entering Unmasked Estep 
Score: -8363621.500000 Penalty: 3890.697021
	Iteration 19Q: 3 clusters Score -8363622 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 152515 members 
Entering Unmasked Estep 
Score: -8363742.500000 Penalty: 3890.697021
	Iteration 20F: 3 clusters Score -8363742 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 152819 members 
Entering Unmasked Estep 
Score: -8363871.500000 Penalty: 3890.697021
	Iteration 21Q: 3 clusters Score -8363872 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 153085 members 
Entering Unmasked Estep 
Score: -8363907.500000 Penalty: 3890.697021
	Iteration 22Q: 3 clusters Score -8363908 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 153291 members 
Entering Unmasked Estep 
Score: -8363940.000000 Penalty: 3890.697021
	Iteration 23Q: 3 clusters Score -8363940 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 153488 members 
Entering Unmasked Estep 
Score: -8363959.500000 Penalty: 3890.697021
	Iteration 24Q: 3 clusters Score -8363960 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 153646 members 
Entering Unmasked Estep 
Score: -8363988.500000 Penalty: 3890.697021
	Iteration 25Q: 3 clusters Score -8363988 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 153807 members 
Entering Unmasked Estep 
Score: -8364014.500000 Penalty: 3890.697021
	Iteration 26Q: 3 clusters Score -8364014 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 153948 members 
Entering Unmasked Estep 
Score: -8364016.000000 Penalty: 3890.697021
	Iteration 27Q: 3 clusters Score -8364016 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 154061 members 
Entering Unmasked Estep 
Score: -8364047.000000 Penalty: 3890.697021
	Iteration 28Q: 3 clusters Score -8364047 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 154164 members 
Entering Unmasked Estep 
Score: -8364057.000000 Penalty: 3890.697021
	Iteration 29Q: 3 clusters Score -8364057 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 154257 members 
Entering Unmasked Estep 
Score: -8364067.000000 Penalty: 3890.697021
	Iteration 30Q: 3 clusters Score -8364067 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 154338 members 
Entering Unmasked Estep 
Score: -8364076.500000 Penalty: 3890.697021
	Iteration 31Q: 3 clusters Score -8364076 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 154417 members 
Entering Unmasked Estep 
Score: -8364105.000000 Penalty: 3890.697021
	Iteration 32Q: 3 clusters Score -8364105 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 154483 members 
Entering Unmasked Estep 
Score: -8364130.500000 Penalty: 3890.697021
	Iteration 33Q: 3 clusters Score -8364130 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 154548 members 
Entering Unmasked Estep 
Score: -8364132.000000 Penalty: 3890.697021
	Iteration 34Q: 3 clusters Score -8364132 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 154606 members 
Entering Unmasked Estep 
Score: -8364142.500000 Penalty: 3890.697021
	Iteration 35Q: 3 clusters Score -8364142 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 154648 members 
Entering Unmasked Estep 
Score: -8364139.500000 Penalty: 3890.697021
	Iteration 36Q: 3 clusters Score -8364140 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 154689 members 
Entering Unmasked Estep 
Score: -8364145.000000 Penalty: 3890.697021
	Iteration 37Q: 3 clusters Score -8364145 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 154732 members 
Entering Unmasked Estep 
Score: -8364147.000000 Penalty: 3890.697021
	Iteration 38Q: 3 clusters Score -8364147 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 154767 members 
Entering Unmasked Estep 
Score: -8364164.500000 Penalty: 3890.697021
	Iteration 39Q: 3 clusters Score -8364164 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 154799 members 
Entering Unmasked Estep 
Score: -8364168.500000 Penalty: 3890.697021
	Iteration 40F: 3 clusters Score -8364168 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 154835 members 
Entering Unmasked Estep 
Score: -8364179.500000 Penalty: 3890.697021
	Iteration 41Q: 3 clusters Score -8364180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 154864 members 
Entering Unmasked Estep 
Score: -8364173.500000 Penalty: 3890.697021
	Iteration 42Q: 3 clusters Score -8364174 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 154893 members 
Entering Unmasked Estep 
Score: -8364169.500000 Penalty: 3890.697021
	Iteration 43Q: 3 clusters Score -8364170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 154913 members 
Entering Unmasked Estep 
Score: -8364178.500000 Penalty: 3890.697021
	Iteration 44Q: 3 clusters Score -8364178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 154931 members 
Entering Unmasked Estep 
Score: -8364180.000000 Penalty: 3890.697021
	Iteration 45Q: 3 clusters Score -8364180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 154943 members 
Entering Unmasked Estep 
Score: -8364182.000000 Penalty: 3890.697021
	Iteration 46Q: 3 clusters Score -8364182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 154951 members 
Entering Unmasked Estep 
Score: -8364187.500000 Penalty: 3890.697021
	Iteration 47Q: 3 clusters Score -8364188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 154961 members 
Entering Unmasked Estep 
Score: -8364190.500000 Penalty: 3890.697021
	Iteration 48Q: 3 clusters Score -8364190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 154969 members 
Entering Unmasked Estep 
Score: -8364197.000000 Penalty: 3890.697021
	Iteration 49Q: 3 clusters Score -8364197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 154981 members 
Entering Unmasked Estep 
Score: -8364191.500000 Penalty: 3890.697021
	Iteration 50Q: 3 clusters Score -8364192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 154996 members 
Entering Unmasked Estep 
Score: -8364187.000000 Penalty: 3890.697021
	Iteration 51Q: 3 clusters Score -8364187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 155002 members 
Entering Unmasked Estep 
Score: -8364206.000000 Penalty: 3890.697021
	Iteration 52Q: 3 clusters Score -8364206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 155011 members 
Entering Unmasked Estep 
Score: -8364202.000000 Penalty: 3890.697021
	Iteration 53Q: 3 clusters Score -8364202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 155025 members 
Entering Unmasked Estep 
Score: -8364202.500000 Penalty: 3890.697021
	Iteration 54Q: 3 clusters Score -8364202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 155033 members 
Entering Unmasked Estep 
Score: -8364201.500000 Penalty: 3890.697021
	Iteration 55Q: 3 clusters Score -8364202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 155038 members 
Entering Unmasked Estep 
Score: -8364205.500000 Penalty: 3890.697021
	Iteration 56Q: 3 clusters Score -8364206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 155047 members 
Entering Unmasked Estep 
Score: -8364205.000000 Penalty: 3890.697021
	Iteration 57Q: 3 clusters Score -8364205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 155055 members 
Entering Unmasked Estep 
Score: -8364207.500000 Penalty: 3890.697021
	Iteration 58Q: 3 clusters Score -8364208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 155062 members 
Entering Unmasked Estep 
Score: -8364200.000000 Penalty: 3890.697021
	Iteration 59Q: 3 clusters Score -8364200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 155065 members 
Entering Unmasked Estep 
Score: -8364210.500000 Penalty: 3890.697021
	Iteration 60F: 3 clusters Score -8364210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 155068 members 
Entering Unmasked Estep 
Score: -8364206.500000 Penalty: 3890.697021
	Iteration 61Q: 3 clusters Score -8364206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 155071 members 
Entering Unmasked Estep 
Score: -8364210.000000 Penalty: 3890.697021
	Iteration 62Q: 3 clusters Score -8364210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 155073 members 
Entering Unmasked Estep 
Score: -8364208.000000 Penalty: 3890.697021
	Iteration 63Q: 3 clusters Score -8364208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 155075 members 
Entering Unmasked Estep 
Score: -8364210.000000 Penalty: 3890.697021
	Iteration 64Q: 3 clusters Score -8364210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 155075 members 
Entering Unmasked Estep 
Score: -8364210.000000 Penalty: 3890.697021
	Iteration 65F: 3 clusters Score -8364210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (33350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Entering Unmasked Estep 
Score: -1764646.250000 Penalty: 1692.407104
	Iteration 0F: 2 clusters Score -1764646 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 16698 members 
Entering Unmasked Estep 
Score: -1742448.000000 Penalty: 3384.814209
	Iteration 0F: 3 clusters Score -1742448 nChanged 15239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -1750769.250000 Penalty: 3384.814209
	Iteration 1F: 3 clusters Score -1750769 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -1751220.125000 Penalty: 3384.814209
	Iteration 2Q: 3 clusters Score -1751220 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -1751713.250000 Penalty: 3384.814209
	Iteration 3Q: 3 clusters Score -1751713 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -1752287.250000 Penalty: 3384.814209
	Iteration 4Q: 3 clusters Score -1752287 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -1752974.375000 Penalty: 3384.814209
	Iteration 5Q: 3 clusters Score -1752974 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -1753847.875000 Penalty: 3384.814209
	Iteration 6Q: 3 clusters Score -1753848 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -1754993.750000 Penalty: 3384.814209
	Iteration 7F: 3 clusters Score -1754994 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -1756341.250000 Penalty: 3384.814209
	Iteration 8F: 3 clusters Score -1756341 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -1757775.000000 Penalty: 3384.814209
	Iteration 9F: 3 clusters Score -1757775 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -1758946.000000 Penalty: 3384.814209
	Iteration 10Q: 3 clusters Score -1758946 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -1759736.875000 Penalty: 3384.814209
	Iteration 11Q: 3 clusters Score -1759737 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -1760239.625000 Penalty: 3384.814209
	Iteration 12Q: 3 clusters Score -1760240 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -1760548.250000 Penalty: 3384.814209
	Iteration 13Q: 3 clusters Score -1760548 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -1760760.500000 Penalty: 3384.814209
	Iteration 14Q: 3 clusters Score -1760760 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -1760932.500000 Penalty: 3384.814209
	Iteration 15Q: 3 clusters Score -1760932 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -1761080.375000 Penalty: 3384.814209
	Iteration 16Q: 3 clusters Score -1761080 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -1761226.250000 Penalty: 3384.814209
	Iteration 17Q: 3 clusters Score -1761226 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -1761373.875000 Penalty: 3384.814209
	Iteration 18Q: 3 clusters Score -1761374 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -1761494.250000 Penalty: 3384.814209
	Iteration 19Q: 3 clusters Score -1761494 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -1761613.250000 Penalty: 3384.814209
	Iteration 20F: 3 clusters Score -1761613 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -1761738.875000 Penalty: 3384.814209
	Iteration 21Q: 3 clusters Score -1761739 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -1761903.125000 Penalty: 3384.814209
	Iteration 22Q: 3 clusters Score -1761903 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -1762087.125000 Penalty: 3384.814209
	Iteration 23Q: 3 clusters Score -1762087 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -1762244.250000 Penalty: 3384.814209
	Iteration 24Q: 3 clusters Score -1762244 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -1762376.625000 Penalty: 3384.814209
	Iteration 25Q: 3 clusters Score -1762377 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -1762494.875000 Penalty: 3384.814209
	Iteration 26Q: 3 clusters Score -1762495 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -1762574.000000 Penalty: 3384.814209
	Iteration 27Q: 3 clusters Score -1762574 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -1762644.500000 Penalty: 3384.814209
	Iteration 28Q: 3 clusters Score -1762644 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -1762707.625000 Penalty: 3384.814209
	Iteration 29Q: 3 clusters Score -1762708 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -1762776.125000 Penalty: 3384.814209
	Iteration 30Q: 3 clusters Score -1762776 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -1762824.625000 Penalty: 3384.814209
	Iteration 31Q: 3 clusters Score -1762825 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -1762860.500000 Penalty: 3384.814209
	Iteration 32Q: 3 clusters Score -1762860 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -1762901.500000 Penalty: 3384.814209
	Iteration 33Q: 3 clusters Score -1762902 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -1762923.250000 Penalty: 3384.814209
	Iteration 34Q: 3 clusters Score -1762923 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -1762954.625000 Penalty: 3384.814209
	Iteration 35Q: 3 clusters Score -1762955 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -1762979.125000 Penalty: 3384.814209
	Iteration 36Q: 3 clusters Score -1762979 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -1762995.625000 Penalty: 3384.814209
	Iteration 37Q: 3 clusters Score -1762996 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
Score: -1763009.250000 Penalty: 3384.814209
	Iteration 38Q: 3 clusters Score -1763009 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 32036 members 
Entering Unmasked Estep 
Score: -1763026.625000 Penalty: 3384.814209
	Iteration 39Q: 3 clusters Score -1763027 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
Score: -1763044.250000 Penalty: 3384.814209
	Iteration 40F: 3 clusters Score -1763044 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -1763063.500000 Penalty: 3384.814209
	Iteration 41Q: 3 clusters Score -1763064 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -1763082.000000 Penalty: 3384.814209
	Iteration 42Q: 3 clusters Score -1763082 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -1763098.125000 Penalty: 3384.814209
	Iteration 43Q: 3 clusters Score -1763098 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -1763111.875000 Penalty: 3384.814209
	Iteration 44Q: 3 clusters Score -1763112 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -1763123.250000 Penalty: 3384.814209
	Iteration 45Q: 3 clusters Score -1763123 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -1763134.750000 Penalty: 3384.814209
	Iteration 46Q: 3 clusters Score -1763135 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -1763144.375000 Penalty: 3384.814209
	Iteration 47Q: 3 clusters Score -1763144 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -1763157.125000 Penalty: 3384.814209
	Iteration 48Q: 3 clusters Score -1763157 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -1763165.000000 Penalty: 3384.814209
	Iteration 49Q: 3 clusters Score -1763165 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -1763177.250000 Penalty: 3384.814209
	Iteration 50Q: 3 clusters Score -1763177 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -1763187.500000 Penalty: 3384.814209
	Iteration 51Q: 3 clusters Score -1763188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -1763200.250000 Penalty: 3384.814209
	Iteration 52Q: 3 clusters Score -1763200 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -1763205.500000 Penalty: 3384.814209
	Iteration 53Q: 3 clusters Score -1763206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -1763207.125000 Penalty: 3384.814209
	Iteration 54Q: 3 clusters Score -1763207 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -1763219.125000 Penalty: 3384.814209
	Iteration 55Q: 3 clusters Score -1763219 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -1763223.250000 Penalty: 3384.814209
	Iteration 56Q: 3 clusters Score -1763223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -1763221.625000 Penalty: 3384.814209
	Iteration 57Q: 3 clusters Score -1763222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -1763224.875000 Penalty: 3384.814209
	Iteration 58Q: 3 clusters Score -1763225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -1763224.875000 Penalty: 3384.814209
	Iteration 59F: 3 clusters Score -1763225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Entering Unmasked Estep 
Score: -140713.328125 Penalty: 1307.043213
	Iteration 0F: 2 clusters Score -140713.3 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 1564 members 
Entering Unmasked Estep 
Score: -137932.109375 Penalty: 2614.086426
	Iteration 0F: 3 clusters Score -137932.1 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -138677.015625 Penalty: 2614.086426
	Iteration 1F: 3 clusters Score -138677 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -138890.609375 Penalty: 2614.086426
	Iteration 2F: 3 clusters Score -138890.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -139095.937500 Penalty: 2614.086426
	Iteration 3F: 3 clusters Score -139095.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -139303.000000 Penalty: 2614.086426
	Iteration 4F: 3 clusters Score -139303 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -139547.015625 Penalty: 2614.086426
	Iteration 5F: 3 clusters Score -139547 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -139785.812500 Penalty: 2614.086426
	Iteration 6F: 3 clusters Score -139785.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -139958.750000 Penalty: 2614.086426
	Iteration 7F: 3 clusters Score -139958.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -140074.437500 Penalty: 2614.086426
	Iteration 8Q: 3 clusters Score -140074.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -140166.031250 Penalty: 2614.086426
	Iteration 9Q: 3 clusters Score -140166 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -140208.093750 Penalty: 2614.086426
	Iteration 10Q: 3 clusters Score -140208.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -140230.390625 Penalty: 2614.086426
	Iteration 11Q: 3 clusters Score -140230.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -140241.562500 Penalty: 2614.086426
	Iteration 12Q: 3 clusters Score -140241.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -140247.109375 Penalty: 2614.086426
	Iteration 13Q: 3 clusters Score -140247.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -140251.968750 Penalty: 2614.086426
	Iteration 14Q: 3 clusters Score -140252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -140255.671875 Penalty: 2614.086426
	Iteration 15Q: 3 clusters Score -140255.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -140257.281250 Penalty: 2614.086426
	Iteration 16Q: 3 clusters Score -140257.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -140258.765625 Penalty: 2614.086426
	Iteration 17Q: 3 clusters Score -140258.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -140260.578125 Penalty: 2614.086426
	Iteration 18Q: 3 clusters Score -140260.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -140262.625000 Penalty: 2614.086426
	Iteration 19Q: 3 clusters Score -140262.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -140263.781250 Penalty: 2614.086426
	Iteration 20F: 3 clusters Score -140263.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -140263.890625 Penalty: 2614.086426
	Iteration 21Q: 3 clusters Score -140263.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -140263.890625 Penalty: 2614.086426
	Iteration 22F: 3 clusters Score -140263.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (162648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162648 members 
Entering Unmasked Estep 
Score: -8242642.000000 Penalty: 1949.893433
	Iteration 0F: 2 clusters Score -8242642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81035 members 
Mstep: Class 2 contains 81613 members 
Entering Unmasked Estep 
Score: -8133311.000000 Penalty: 3899.786865
	Iteration 0F: 3 clusters Score -8133311 nChanged 78591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76814 members 
Mstep: Class 2 contains 85834 members 
Entering Unmasked Estep 
Score: -8179917.500000 Penalty: 3899.786865
	Iteration 1F: 3 clusters Score -8179918 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73992 members 
Mstep: Class 2 contains 88656 members 
Entering Unmasked Estep 
Score: -8181231.000000 Penalty: 3899.786865
	Iteration 2Q: 3 clusters Score -8181231 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69631 members 
Mstep: Class 2 contains 93017 members 
Entering Unmasked Estep 
Score: -8183225.000000 Penalty: 3899.786865
	Iteration 3Q: 3 clusters Score -8183225 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63182 members 
Mstep: Class 2 contains 99466 members 
Entering Unmasked Estep 
Score: -8186726.000000 Penalty: 3899.786865
	Iteration 4Q: 3 clusters Score -8186726 nChanged 9629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54069 members 
Mstep: Class 2 contains 108579 members 
Entering Unmasked Estep 
Score: -8192790.000000 Penalty: 3899.786865
	Iteration 5F: 3 clusters Score -8192790 nChanged 12020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 120337 members 
Entering Unmasked Estep 
Score: -8202267.500000 Penalty: 3899.786865
	Iteration 6F: 3 clusters Score -8202268 nChanged 13113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 133346 members 
Entering Unmasked Estep 
Score: -8214132.500000 Penalty: 3899.786865
	Iteration 7F: 3 clusters Score -8214132 nChanged 11384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 144716 members 
Entering Unmasked Estep 
Score: -8224813.500000 Penalty: 3899.786865
	Iteration 8F: 3 clusters Score -8224814 nChanged 8171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 152879 members 
Entering Unmasked Estep 
Score: -8232365.500000 Penalty: 3899.786865
	Iteration 9F: 3 clusters Score -8232366 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 157871 members 
Entering Unmasked Estep 
Score: -8236806.500000 Penalty: 3899.786865
	Iteration 10Q: 3 clusters Score -8236806 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 160574 members 
Entering Unmasked Estep 
Score: -8239199.500000 Penalty: 3899.786865
	Iteration 11Q: 3 clusters Score -8239200 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 161699 members 
Entering Unmasked Estep 
Score: -8240179.000000 Penalty: 3899.786865
	Iteration 12Q: 3 clusters Score -8240179 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 162129 members 
Entering Unmasked Estep 
Score: -8240564.000000 Penalty: 3899.786865
	Iteration 13Q: 3 clusters Score -8240564 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 162283 members 
Entering Unmasked Estep 
Score: -8240737.000000 Penalty: 3899.786865
	Iteration 14Q: 3 clusters Score -8240737 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 162343 members 
Entering Unmasked Estep 
Score: -8240785.000000 Penalty: 3899.786865
	Iteration 15Q: 3 clusters Score -8240785 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 162369 members 
Entering Unmasked Estep 
Score: -8240820.000000 Penalty: 3899.786865
	Iteration 16Q: 3 clusters Score -8240820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 162384 members 
Entering Unmasked Estep 
Score: -8240838.500000 Penalty: 3899.786865
	Iteration 17Q: 3 clusters Score -8240838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 162394 members 
Entering Unmasked Estep 
Score: -8240851.000000 Penalty: 3899.786865
	Iteration 18Q: 3 clusters Score -8240851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 162396 members 
Entering Unmasked Estep 
Score: -8240855.000000 Penalty: 3899.786865
	Iteration 19Q: 3 clusters Score -8240855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 162397 members 
Entering Unmasked Estep 
Score: -8240853.500000 Penalty: 3899.786865
	Iteration 20F: 3 clusters Score -8240854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 162399 members 
Entering Unmasked Estep 
Score: -8240859.000000 Penalty: 3899.786865
	Iteration 21Q: 3 clusters Score -8240859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 162405 members 
Entering Unmasked Estep 
Score: -8240868.500000 Penalty: 3899.786865
	Iteration 22Q: 3 clusters Score -8240868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 162415 members 
Entering Unmasked Estep 
Score: -8240885.500000 Penalty: 3899.786865
	Iteration 23Q: 3 clusters Score -8240886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 162418 members 
Entering Unmasked Estep 
Score: -8240888.000000 Penalty: 3899.786865
	Iteration 24Q: 3 clusters Score -8240888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 162423 members 
Entering Unmasked Estep 
Score: -8240894.500000 Penalty: 3899.786865
	Iteration 25Q: 3 clusters Score -8240894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 162430 members 
Entering Unmasked Estep 
Score: -8240900.000000 Penalty: 3899.786865
	Iteration 26Q: 3 clusters Score -8240900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 162434 members 
Entering Unmasked Estep 
Score: -8240909.500000 Penalty: 3899.786865
	Iteration 27Q: 3 clusters Score -8240910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 162439 members 
Entering Unmasked Estep 
Score: -8240915.000000 Penalty: 3899.786865
	Iteration 28Q: 3 clusters Score -8240915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 162443 members 
Entering Unmasked Estep 
Score: -8240922.500000 Penalty: 3899.786865
	Iteration 29Q: 3 clusters Score -8240922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 162445 members 
Entering Unmasked Estep 
Score: -8240923.500000 Penalty: 3899.786865
	Iteration 30Q: 3 clusters Score -8240924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 162447 members 
Entering Unmasked Estep 
Score: -8240928.500000 Penalty: 3899.786865
	Iteration 31Q: 3 clusters Score -8240928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 162447 members 
Entering Unmasked Estep 
Score: -8240928.500000 Penalty: 3899.786865
	Iteration 32F: 3 clusters Score -8240928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Entering Unmasked Estep 
Score: -497411.062500 Penalty: 1491.898193
	Iteration 0F: 2 clusters Score -497411.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -490433.000000 Penalty: 2983.796387
	Iteration 0F: 3 clusters Score -490433 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -492736.656250 Penalty: 2983.796387
	Iteration 1F: 3 clusters Score -492736.7 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -492946.218750 Penalty: 2983.796387
	Iteration 2F: 3 clusters Score -492946.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -493107.093750 Penalty: 2983.796387
	Iteration 3Q: 3 clusters Score -493107.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -493270.218750 Penalty: 2983.796387
	Iteration 4Q: 3 clusters Score -493270.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -493436.000000 Penalty: 2983.796387
	Iteration 5Q: 3 clusters Score -493436 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -493608.125000 Penalty: 2983.796387
	Iteration 6Q: 3 clusters Score -493608.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -493808.875000 Penalty: 2983.796387
	Iteration 7Q: 3 clusters Score -493808.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -494053.625000 Penalty: 2983.796387
	Iteration 8Q: 3 clusters Score -494053.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -494338.875000 Penalty: 2983.796387
	Iteration 9Q: 3 clusters Score -494338.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -494678.062500 Penalty: 2983.796387
	Iteration 10F: 3 clusters Score -494678.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -495051.843750 Penalty: 2983.796387
	Iteration 11F: 3 clusters Score -495051.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -495394.000000 Penalty: 2983.796387
	Iteration 12Q: 3 clusters Score -495394 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -495694.125000 Penalty: 2983.796387
	Iteration 13Q: 3 clusters Score -495694.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -495913.250000 Penalty: 2983.796387
	Iteration 14Q: 3 clusters Score -495913.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -496078.000000 Penalty: 2983.796387
	Iteration 15Q: 3 clusters Score -496078 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -496209.812500 Penalty: 2983.796387
	Iteration 16Q: 3 clusters Score -496209.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -496293.843750 Penalty: 2983.796387
	Iteration 17Q: 3 clusters Score -496293.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -496353.687500 Penalty: 2983.796387
	Iteration 18Q: 3 clusters Score -496353.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -496391.906250 Penalty: 2983.796387
	Iteration 19Q: 3 clusters Score -496391.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -496414.375000 Penalty: 2983.796387
	Iteration 20F: 3 clusters Score -496414.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -496429.406250 Penalty: 2983.796387
	Iteration 21Q: 3 clusters Score -496429.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -496441.656250 Penalty: 2983.796387
	Iteration 22Q: 3 clusters Score -496441.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -496449.125000 Penalty: 2983.796387
	Iteration 23Q: 3 clusters Score -496449.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -496456.781250 Penalty: 2983.796387
	Iteration 24Q: 3 clusters Score -496456.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -496458.656250 Penalty: 2983.796387
	Iteration 25Q: 3 clusters Score -496458.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -496458.687500 Penalty: 2983.796387
	Iteration 26Q: 3 clusters Score -496458.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -496461.500000 Penalty: 2983.796387
	Iteration 27Q: 3 clusters Score -496461.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -496462.187500 Penalty: 2983.796387
	Iteration 28Q: 3 clusters Score -496462.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -496465.937500 Penalty: 2983.796387
	Iteration 29Q: 3 clusters Score -496465.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -496469.218750 Penalty: 2983.796387
	Iteration 30Q: 3 clusters Score -496469.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -496472.187500 Penalty: 2983.796387
	Iteration 31Q: 3 clusters Score -496472.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -496474.187500 Penalty: 2983.796387
	Iteration 32Q: 3 clusters Score -496474.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -496475.812500 Penalty: 2983.796387
	Iteration 33Q: 3 clusters Score -496475.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -496479.062500 Penalty: 2983.796387
	Iteration 34Q: 3 clusters Score -496479.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -496482.000000 Penalty: 2983.796387
	Iteration 35Q: 3 clusters Score -496482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -496482.281250 Penalty: 2983.796387
	Iteration 36Q: 3 clusters Score -496482.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -496484.468750 Penalty: 2983.796387
	Iteration 37Q: 3 clusters Score -496484.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -496487.187500 Penalty: 2983.796387
	Iteration 38Q: 3 clusters Score -496487.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -496488.406250 Penalty: 2983.796387
	Iteration 39Q: 3 clusters Score -496488.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -496490.218750 Penalty: 2983.796387
	Iteration 40F: 3 clusters Score -496490.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -496491.062500 Penalty: 2983.796387
	Iteration 41Q: 3 clusters Score -496491.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
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	Iteration 42F: 3 clusters Score -496491.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 4 contains 8632 members 
Mstep: Class 7 contains 59450 members 
Mstep: Class 8 contains 11342 members 
Mstep: Class 10 contains 1431 members 
Mstep: Class 12 contains 38348 members 
Mstep: Class 13 contains 46323 members 
Mstep: Class 14 contains 4647 members 
Mstep: Class 16 contains 6340 members 
Mstep: Class 17 contains 1910 members 
Mstep: Class 18 contains 158162 members 
Mstep: Class 19 contains 33350 members 
Mstep: Class 20 contains 3113 members 
Mstep: Class 21 contains 162648 members 
Mstep: Class 22 contains 9710 members 
Entering Unmasked Estep 
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Iteration 159Q: 16 clusters Score -2.908648e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 4 contains 8683 members 
Mstep: Class 7 contains 59017 members 
Mstep: Class 8 contains 11340 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 38399 members 
Mstep: Class 13 contains 46254 members 
Mstep: Class 14 contains 4656 members 
Mstep: Class 16 contains 6402 members 
Mstep: Class 17 contains 1923 members 
Mstep: Class 18 contains 157927 members 
Mstep: Class 19 contains 33203 members 
Mstep: Class 20 contains 3100 members 
Mstep: Class 21 contains 163370 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
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Iteration 160F: 16 clusters Score -2.908672e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 4 contains 8776 members 
Mstep: Class 7 contains 58502 members 
Mstep: Class 8 contains 11329 members 
Mstep: Class 10 contains 1495 members 
Mstep: Class 12 contains 38469 members 
Mstep: Class 13 contains 46186 members 
Mstep: Class 14 contains 4666 members 
Mstep: Class 16 contains 6463 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 157717 members 
Mstep: Class 19 contains 33106 members 
Mstep: Class 20 contains 3093 members 
Mstep: Class 21 contains 164077 members 
Mstep: Class 22 contains 9716 members 
Entering Unmasked Estep 
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Iteration 161Q: 16 clusters Score -2.908684e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 4 contains 8855 members 
Mstep: Class 7 contains 58037 members 
Mstep: Class 8 contains 11323 members 
Mstep: Class 10 contains 1514 members 
Mstep: Class 12 contains 38520 members 
Mstep: Class 13 contains 46130 members 
Mstep: Class 14 contains 4673 members 
Mstep: Class 16 contains 6536 members 
Mstep: Class 17 contains 1907 members 
Mstep: Class 18 contains 157540 members 
Mstep: Class 19 contains 33013 members 
Mstep: Class 20 contains 3089 members 
Mstep: Class 21 contains 164707 members 
Mstep: Class 22 contains 9716 members 
Entering Unmasked Estep 
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Iteration 162Q: 16 clusters Score -2.908688e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41173 members 
Mstep: Class 4 contains 8918 members 
Mstep: Class 7 contains 57574 members 
Mstep: Class 8 contains 11310 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 12 contains 38562 members 
Mstep: Class 13 contains 46075 members 
Mstep: Class 14 contains 4684 members 
Mstep: Class 16 contains 6586 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 157365 members 
Mstep: Class 19 contains 32928 members 
Mstep: Class 20 contains 3083 members 
Mstep: Class 21 contains 165386 members 
Mstep: Class 22 contains 9718 members 
Entering Unmasked Estep 
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Iteration 163Q: 16 clusters Score -2.908697e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 4 contains 8993 members 
Mstep: Class 7 contains 57121 members 
Mstep: Class 8 contains 11301 members 
Mstep: Class 10 contains 1547 members 
Mstep: Class 12 contains 38626 members 
Mstep: Class 13 contains 46012 members 
Mstep: Class 14 contains 4692 members 
Mstep: Class 16 contains 6615 members 
Mstep: Class 17 contains 1901 members 
Mstep: Class 18 contains 157180 members 
Mstep: Class 19 contains 32842 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 21 contains 166040 members 
Mstep: Class 22 contains 9717 members 
Entering Unmasked Estep 
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Iteration 164Q: 16 clusters Score -2.908706e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 4 contains 9071 members 
Mstep: Class 7 contains 56679 members 
Mstep: Class 8 contains 11306 members 
Mstep: Class 10 contains 1550 members 
Mstep: Class 12 contains 38688 members 
Mstep: Class 13 contains 45962 members 
Mstep: Class 14 contains 4699 members 
Mstep: Class 16 contains 6645 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 157002 members 
Mstep: Class 19 contains 32752 members 
Mstep: Class 20 contains 3065 members 
Mstep: Class 21 contains 166667 members 
Mstep: Class 22 contains 9716 members 
Entering Unmasked Estep 
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Iteration 165Q: 16 clusters Score -2.90872e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 4 contains 9158 members 
Mstep: Class 7 contains 56212 members 
Mstep: Class 8 contains 11307 members 
Mstep: Class 10 contains 1555 members 
Mstep: Class 12 contains 38754 members 
Mstep: Class 13 contains 45937 members 
Mstep: Class 14 contains 4705 members 
Mstep: Class 16 contains 6677 members 
Mstep: Class 17 contains 1884 members 
Mstep: Class 18 contains 156824 members 
Mstep: Class 19 contains 32658 members 
Mstep: Class 20 contains 3062 members 
Mstep: Class 21 contains 167277 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
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Iteration 166Q: 16 clusters Score -2.908738e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 4 contains 9234 members 
Mstep: Class 7 contains 55783 members 
Mstep: Class 8 contains 11308 members 
Mstep: Class 10 contains 1562 members 
Mstep: Class 12 contains 38817 members 
Mstep: Class 13 contains 45920 members 
Mstep: Class 14 contains 4708 members 
Mstep: Class 16 contains 6707 members 
Mstep: Class 17 contains 1871 members 
Mstep: Class 18 contains 156671 members 
Mstep: Class 19 contains 32556 members 
Mstep: Class 20 contains 3053 members 
Mstep: Class 21 contains 167848 members 
Mstep: Class 22 contains 9717 members 
Entering Unmasked Estep 
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Iteration 167Q: 16 clusters Score -2.908743e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 4 contains 9298 members 
Mstep: Class 7 contains 55352 members 
Mstep: Class 8 contains 11315 members 
Mstep: Class 10 contains 1569 members 
Mstep: Class 12 contains 38880 members 
Mstep: Class 13 contains 45906 members 
Mstep: Class 14 contains 4708 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1871 members 
Mstep: Class 18 contains 156524 members 
Mstep: Class 19 contains 32447 members 
Mstep: Class 20 contains 3042 members 
Mstep: Class 21 contains 168429 members 
Mstep: Class 22 contains 9722 members 
Entering Unmasked Estep 
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Iteration 168Q: 16 clusters Score -2.908755e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 4 contains 9359 members 
Mstep: Class 7 contains 54946 members 
Mstep: Class 8 contains 11325 members 
Mstep: Class 10 contains 1573 members 
Mstep: Class 12 contains 38937 members 
Mstep: Class 13 contains 45900 members 
Mstep: Class 14 contains 4713 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 1867 members 
Mstep: Class 18 contains 156385 members 
Mstep: Class 19 contains 32329 members 
Mstep: Class 20 contains 3030 members 
Mstep: Class 21 contains 168991 members 
Mstep: Class 22 contains 9723 members 
Entering Unmasked Estep 
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Iteration 169Q: 16 clusters Score -2.908759e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 4 contains 9413 members 
Mstep: Class 7 contains 54550 members 
Mstep: Class 8 contains 11331 members 
Mstep: Class 10 contains 1580 members 
Mstep: Class 12 contains 38983 members 
Mstep: Class 13 contains 45902 members 
Mstep: Class 14 contains 4714 members 
Mstep: Class 16 contains 6779 members 
Mstep: Class 17 contains 1855 members 
Mstep: Class 18 contains 156257 members 
Mstep: Class 19 contains 32210 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 169551 members 
Mstep: Class 22 contains 9723 members 
Entering Unmasked Estep 
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Iteration 170Q: 16 clusters Score -2.908771e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 4 contains 9448 members 
Mstep: Class 7 contains 54146 members 
Mstep: Class 8 contains 11335 members 
Mstep: Class 10 contains 1589 members 
Mstep: Class 12 contains 39044 members 
Mstep: Class 13 contains 45895 members 
Mstep: Class 14 contains 4717 members 
Mstep: Class 16 contains 6794 members 
Mstep: Class 17 contains 1863 members 
Mstep: Class 18 contains 156108 members 
Mstep: Class 19 contains 32109 members 
Mstep: Class 20 contains 3010 members 
Mstep: Class 21 contains 170115 members 
Mstep: Class 22 contains 9720 members 
Entering Unmasked Estep 
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Iteration 171Q: 16 clusters Score -2.908772e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 4 contains 9478 members 
Mstep: Class 7 contains 53779 members 
Mstep: Class 8 contains 11331 members 
Mstep: Class 10 contains 1597 members 
Mstep: Class 12 contains 39108 members 
Mstep: Class 13 contains 45889 members 
Mstep: Class 14 contains 4720 members 
Mstep: Class 16 contains 6821 members 
Mstep: Class 17 contains 1864 members 
Mstep: Class 18 contains 155939 members 
Mstep: Class 19 contains 32021 members 
Mstep: Class 20 contains 3005 members 
Mstep: Class 21 contains 170654 members 
Mstep: Class 22 contains 9719 members 
Entering Unmasked Estep 
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Iteration 172Q: 16 clusters Score -2.908771e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 4 contains 9502 members 
Mstep: Class 7 contains 53451 members 
Mstep: Class 8 contains 11324 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 12 contains 39175 members 
Mstep: Class 13 contains 45890 members 
Mstep: Class 14 contains 4721 members 
Mstep: Class 16 contains 6838 members 
Mstep: Class 17 contains 1870 members 
Mstep: Class 18 contains 155793 members 
Mstep: Class 19 contains 31921 members 
Mstep: Class 20 contains 2999 members 
Mstep: Class 21 contains 171141 members 
Mstep: Class 22 contains 9719 members 
Entering Unmasked Estep 
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Iteration 173Q: 16 clusters Score -2.908762e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 4 contains 9526 members 
Mstep: Class 7 contains 53132 members 
Mstep: Class 8 contains 11322 members 
Mstep: Class 10 contains 1610 members 
Mstep: Class 12 contains 39235 members 
Mstep: Class 13 contains 45899 members 
Mstep: Class 14 contains 4723 members 
Mstep: Class 16 contains 6850 members 
Mstep: Class 17 contains 1881 members 
Mstep: Class 18 contains 155665 members 
Mstep: Class 19 contains 31844 members 
Mstep: Class 20 contains 2997 members 
Mstep: Class 21 contains 171581 members 
Mstep: Class 22 contains 9719 members 
Entering Unmasked Estep 
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Iteration 174Q: 16 clusters Score -2.908777e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 7 contains 52849 members 
Mstep: Class 8 contains 11318 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 12 contains 39301 members 
Mstep: Class 13 contains 45912 members 
Mstep: Class 14 contains 4720 members 
Mstep: Class 16 contains 6867 members 
Mstep: Class 17 contains 1877 members 
Mstep: Class 18 contains 155543 members 
Mstep: Class 19 contains 31778 members 
Mstep: Class 20 contains 2994 members 
Mstep: Class 21 contains 171962 members 
Mstep: Class 22 contains 9722 members 
Entering Unmasked Estep 
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Iteration 175Q: 16 clusters Score -2.908783e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40730 members 
Mstep: Class 4 contains 9592 members 
Mstep: Class 7 contains 52585 members 
Mstep: Class 8 contains 11313 members 
Mstep: Class 10 contains 1632 members 
Mstep: Class 12 contains 39351 members 
Mstep: Class 13 contains 45913 members 
Mstep: Class 14 contains 4726 members 
Mstep: Class 16 contains 6880 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 155427 members 
Mstep: Class 19 contains 31720 members 
Mstep: Class 20 contains 2989 members 
Mstep: Class 21 contains 172328 members 
Mstep: Class 22 contains 9727 members 
Entering Unmasked Estep 
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Iteration 176Q: 16 clusters Score -2.908789e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 4 contains 9631 members 
Mstep: Class 7 contains 52310 members 
Mstep: Class 8 contains 11312 members 
Mstep: Class 10 contains 1640 members 
Mstep: Class 12 contains 39393 members 
Mstep: Class 13 contains 45917 members 
Mstep: Class 14 contains 4730 members 
Mstep: Class 16 contains 6888 members 
Mstep: Class 17 contains 1871 members 
Mstep: Class 18 contains 155319 members 
Mstep: Class 19 contains 31660 members 
Mstep: Class 20 contains 2982 members 
Mstep: Class 21 contains 172698 members 
Mstep: Class 22 contains 9727 members 
Entering Unmasked Estep 
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Iteration 177Q: 16 clusters Score -2.908798e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 4 contains 9676 members 
Mstep: Class 7 contains 52046 members 
Mstep: Class 8 contains 11315 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 12 contains 39441 members 
Mstep: Class 13 contains 45909 members 
Mstep: Class 14 contains 4729 members 
Mstep: Class 16 contains 6894 members 
Mstep: Class 17 contains 1860 members 
Mstep: Class 18 contains 155210 members 
Mstep: Class 19 contains 31590 members 
Mstep: Class 20 contains 2978 members 
Mstep: Class 21 contains 173069 members 
Mstep: Class 22 contains 9724 members 
Entering Unmasked Estep 
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Iteration 178Q: 16 clusters Score -2.908799e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 4 contains 9711 members 
Mstep: Class 7 contains 51793 members 
Mstep: Class 8 contains 11315 members 
Mstep: Class 10 contains 1656 members 
Mstep: Class 12 contains 39487 members 
Mstep: Class 13 contains 45888 members 
Mstep: Class 14 contains 4730 members 
Mstep: Class 16 contains 6899 members 
Mstep: Class 17 contains 1859 members 
Mstep: Class 18 contains 155110 members 
Mstep: Class 19 contains 31524 members 
Mstep: Class 20 contains 2974 members 
Mstep: Class 21 contains 173428 members 
Mstep: Class 22 contains 9725 members 
Entering Unmasked Estep 
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Iteration 179Q: 16 clusters Score -2.908804e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 4 contains 9730 members 
Mstep: Class 7 contains 51560 members 
Mstep: Class 8 contains 11319 members 
Mstep: Class 10 contains 1658 members 
Mstep: Class 12 contains 39531 members 
Mstep: Class 13 contains 45872 members 
Mstep: Class 14 contains 4733 members 
Mstep: Class 16 contains 6909 members 
Mstep: Class 17 contains 1858 members 
Mstep: Class 18 contains 155021 members 
Mstep: Class 19 contains 31466 members 
Mstep: Class 20 contains 2968 members 
Mstep: Class 21 contains 173759 members 
Mstep: Class 22 contains 9724 members 
Entering Unmasked Estep 
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Iteration 180F: 16 clusters Score -2.90881e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40663 members 
Mstep: Class 4 contains 9743 members 
Mstep: Class 7 contains 51339 members 
Mstep: Class 8 contains 11321 members 
Mstep: Class 10 contains 1659 members 
Mstep: Class 12 contains 39579 members 
Mstep: Class 13 contains 45858 members 
Mstep: Class 14 contains 4731 members 
Mstep: Class 16 contains 6917 members 
Mstep: Class 17 contains 1875 members 
Mstep: Class 18 contains 154944 members 
Mstep: Class 19 contains 31410 members 
Mstep: Class 20 contains 2964 members 
Mstep: Class 21 contains 174061 members 
Mstep: Class 22 contains 9723 members 
Entering Unmasked Estep 
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Iteration 181Q: 16 clusters Score -2.908817e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 4 contains 9750 members 
Mstep: Class 7 contains 51141 members 
Mstep: Class 8 contains 11324 members 
Mstep: Class 10 contains 1660 members 
Mstep: Class 12 contains 39639 members 
Mstep: Class 13 contains 45846 members 
Mstep: Class 14 contains 4734 members 
Mstep: Class 16 contains 6929 members 
Mstep: Class 17 contains 1877 members 
Mstep: Class 18 contains 154849 members 
Mstep: Class 19 contains 31358 members 
Mstep: Class 20 contains 2959 members 
Mstep: Class 21 contains 174346 members 
Mstep: Class 22 contains 9723 members 
Entering Unmasked Estep 
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Iteration 182Q: 16 clusters Score -2.908814e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 4 contains 9764 members 
Mstep: Class 7 contains 50936 members 
Mstep: Class 8 contains 11325 members 
Mstep: Class 10 contains 1662 members 
Mstep: Class 12 contains 39695 members 
Mstep: Class 13 contains 45835 members 
Mstep: Class 14 contains 4735 members 
Mstep: Class 16 contains 6934 members 
Mstep: Class 17 contains 1879 members 
Mstep: Class 18 contains 154750 members 
Mstep: Class 19 contains 31301 members 
Mstep: Class 20 contains 2956 members 
Mstep: Class 21 contains 174650 members 
Mstep: Class 22 contains 9723 members 
Entering Unmasked Estep 
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Iteration 183Q: 16 clusters Score -2.908819e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 4 contains 9778 members 
Mstep: Class 7 contains 50690 members 
Mstep: Class 8 contains 11322 members 
Mstep: Class 10 contains 1666 members 
Mstep: Class 12 contains 39766 members 
Mstep: Class 13 contains 45841 members 
Mstep: Class 14 contains 4736 members 
Mstep: Class 16 contains 6940 members 
Mstep: Class 17 contains 1882 members 
Mstep: Class 18 contains 154621 members 
Mstep: Class 19 contains 31238 members 
Mstep: Class 20 contains 2952 members 
Mstep: Class 21 contains 174995 members 
Mstep: Class 22 contains 9723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29088258.000000 Penalty: 32375.896484
Iteration 184Q: 16 clusters Score -2.908826e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 4 contains 9786 members 
Mstep: Class 7 contains 50460 members 
Mstep: Class 8 contains 11325 members 
Mstep: Class 10 contains 1672 members 
Mstep: Class 12 contains 39835 members 
Mstep: Class 13 contains 45842 members 
Mstep: Class 14 contains 4738 members 
Mstep: Class 16 contains 6942 members 
Mstep: Class 17 contains 1889 members 
Mstep: Class 18 contains 154503 members 
Mstep: Class 19 contains 31165 members 
Mstep: Class 20 contains 2945 members 
Mstep: Class 21 contains 175336 members 
Mstep: Class 22 contains 9721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29088218.000000 Penalty: 32375.896484
Iteration 185Q: 16 clusters Score -2.908822e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 4 contains 9792 members 
Mstep: Class 7 contains 50216 members 
Mstep: Class 8 contains 11330 members 
Mstep: Class 10 contains 1676 members 
Mstep: Class 12 contains 39900 members 
Mstep: Class 13 contains 45834 members 
Mstep: Class 14 contains 4735 members 
Mstep: Class 16 contains 6949 members 
Mstep: Class 17 contains 1903 members 
Mstep: Class 18 contains 154393 members 
Mstep: Class 19 contains 31097 members 
Mstep: Class 20 contains 2941 members 
Mstep: Class 21 contains 175683 members 
Mstep: Class 22 contains 9721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29088240.000000 Penalty: 32375.896484
Iteration 186Q: 16 clusters Score -2.908824e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40603 members 
Mstep: Class 4 contains 9797 members 
Mstep: Class 7 contains 49974 members 
Mstep: Class 8 contains 11326 members 
Mstep: Class 10 contains 1680 members 
Mstep: Class 12 contains 39971 members 
Mstep: Class 13 contains 45838 members 
Mstep: Class 14 contains 4735 members 
Mstep: Class 16 contains 6954 members 
Mstep: Class 17 contains 1909 members 
Mstep: Class 18 contains 154282 members 
Mstep: Class 19 contains 31030 members 
Mstep: Class 20 contains 2938 members 
Mstep: Class 21 contains 176029 members 
Mstep: Class 22 contains 9721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29088290.000000 Penalty: 32375.896484
Iteration 187Q: 16 clusters Score -2.908829e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 4 contains 9800 members 
Mstep: Class 7 contains 49715 members 
Mstep: Class 8 contains 11326 members 
Mstep: Class 10 contains 1682 members 
Mstep: Class 12 contains 40031 members 
Mstep: Class 13 contains 45843 members 
Mstep: Class 14 contains 4736 members 
Mstep: Class 16 contains 6955 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 154177 members 
Mstep: Class 19 contains 30968 members 
Mstep: Class 20 contains 2936 members 
Mstep: Class 21 contains 176385 members 
Mstep: Class 22 contains 9720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29088310.000000 Penalty: 32375.896484
Iteration 188Q: 16 clusters Score -2.908831e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40592 members 
Mstep: Class 4 contains 9802 members 
Mstep: Class 7 contains 49479 members 
Mstep: Class 8 contains 11329 members 
Mstep: Class 10 contains 1687 members 
Mstep: Class 12 contains 40084 members 
Mstep: Class 13 contains 45846 members 
Mstep: Class 14 contains 4734 members 
Mstep: Class 16 contains 6956 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 154091 members 
Mstep: Class 19 contains 30925 members 
Mstep: Class 20 contains 2929 members 
Mstep: Class 21 contains 176703 members 
Mstep: Class 22 contains 9718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29088296.000000 Penalty: 32375.896484
Iteration 189Q: 16 clusters Score -2.90883e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 4 contains 9809 members 
Mstep: Class 7 contains 49248 members 
Mstep: Class 8 contains 11329 members 
Mstep: Class 10 contains 1691 members 
Mstep: Class 12 contains 40131 members 
Mstep: Class 13 contains 45842 members 
Mstep: Class 14 contains 4728 members 
Mstep: Class 16 contains 6958 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 154019 members 
Mstep: Class 19 contains 30877 members 
Mstep: Class 20 contains 2922 members 
Mstep: Class 21 contains 177015 members 
Mstep: Class 22 contains 9718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29088244.000000 Penalty: 32375.896484
Iteration 190Q: 16 clusters Score -2.908824e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 4 contains 9817 members 
Mstep: Class 7 contains 49015 members 
Mstep: Class 8 contains 11322 members 
Mstep: Class 10 contains 1694 members 
Mstep: Class 12 contains 40178 members 
Mstep: Class 13 contains 45838 members 
Mstep: Class 14 contains 4729 members 
Mstep: Class 16 contains 6961 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 153939 members 
Mstep: Class 19 contains 30822 members 
Mstep: Class 20 contains 2919 members 
Mstep: Class 21 contains 177336 members 
Mstep: Class 22 contains 9717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29088222.000000 Penalty: 32375.896484
Iteration 191Q: 16 clusters Score -2.908822e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 4 contains 9826 members 
Mstep: Class 7 contains 48805 members 
Mstep: Class 8 contains 11319 members 
Mstep: Class 10 contains 1699 members 
Mstep: Class 12 contains 40222 members 
Mstep: Class 13 contains 45823 members 
Mstep: Class 14 contains 4724 members 
Mstep: Class 16 contains 6969 members 
Mstep: Class 17 contains 1914 members 
Mstep: Class 18 contains 153860 members 
Mstep: Class 19 contains 30774 members 
Mstep: Class 20 contains 2916 members 
Mstep: Class 21 contains 177642 members 
Mstep: Class 22 contains 9714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29088260.000000 Penalty: 32375.896484
Iteration 192Q: 16 clusters Score -2.908826e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 4 contains 9826 members 
Mstep: Class 7 contains 48616 members 
Mstep: Class 8 contains 11323 members 
Mstep: Class 10 contains 1695 members 
Mstep: Class 12 contains 40257 members 
Mstep: Class 13 contains 45810 members 
Mstep: Class 14 contains 4713 members 
Mstep: Class 16 contains 6974 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 153797 members 
Mstep: Class 19 contains 30720 members 
Mstep: Class 20 contains 2911 members 
Mstep: Class 21 contains 177935 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29088288.000000 Penalty: 32375.896484
Iteration 193Q: 16 clusters Score -2.908829e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 4 contains 9826 members 
Mstep: Class 7 contains 48435 members 
Mstep: Class 8 contains 11326 members 
Mstep: Class 10 contains 1698 members 
Mstep: Class 12 contains 40289 members 
Mstep: Class 13 contains 45792 members 
Mstep: Class 14 contains 4710 members 
Mstep: Class 16 contains 6982 members 
Mstep: Class 17 contains 1914 members 
Mstep: Class 18 contains 153734 members 
Mstep: Class 19 contains 30662 members 
Mstep: Class 20 contains 2904 members 
Mstep: Class 21 contains 178218 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29088360.000000 Penalty: 32375.896484
Iteration 194Q: 16 clusters Score -2.908836e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 4 contains 9828 members 
Mstep: Class 7 contains 48264 members 
Mstep: Class 8 contains 11323 members 
Mstep: Class 10 contains 1699 members 
Mstep: Class 12 contains 40314 members 
Mstep: Class 13 contains 45785 members 
Mstep: Class 14 contains 4711 members 
Mstep: Class 16 contains 6980 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 153681 members 
Mstep: Class 19 contains 30586 members 
Mstep: Class 20 contains 2902 members 
Mstep: Class 21 contains 178507 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29088442.000000 Penalty: 32375.896484
Iteration 195Q: 16 clusters Score -2.908844e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 4 contains 9827 members 
Mstep: Class 7 contains 48072 members 
Mstep: Class 8 contains 11324 members 
Mstep: Class 10 contains 1700 members 
Mstep: Class 12 contains 40346 members 
Mstep: Class 13 contains 45788 members 
Mstep: Class 14 contains 4712 members 
Mstep: Class 16 contains 6978 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 153620 members 
Mstep: Class 19 contains 30507 members 
Mstep: Class 20 contains 2895 members 
Mstep: Class 21 contains 178813 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29088446.000000 Penalty: 32375.896484
Iteration 196Q: 16 clusters Score -2.908845e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 4 contains 9819 members 
Mstep: Class 7 contains 47876 members 
Mstep: Class 8 contains 11322 members 
Mstep: Class 10 contains 1700 members 
Mstep: Class 12 contains 40378 members 
Mstep: Class 13 contains 45788 members 
Mstep: Class 14 contains 4714 members 
Mstep: Class 16 contains 6981 members 
Mstep: Class 17 contains 1910 members 
Mstep: Class 18 contains 153555 members 
Mstep: Class 19 contains 30431 members 
Mstep: Class 20 contains 2891 members 
Mstep: Class 21 contains 179125 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29088452.000000 Penalty: 32375.896484
Iteration 197Q: 16 clusters Score -2.908845e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 4 contains 9815 members 
Mstep: Class 7 contains 47685 members 
Mstep: Class 8 contains 11319 members 
Mstep: Class 10 contains 1700 members 
Mstep: Class 12 contains 40407 members 
Mstep: Class 13 contains 45784 members 
Mstep: Class 14 contains 4713 members 
Mstep: Class 16 contains 6987 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 153495 members 
Mstep: Class 19 contains 30360 members 
Mstep: Class 20 contains 2887 members 
Mstep: Class 21 contains 179421 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29088568.000000 Penalty: 32375.896484
Iteration 198Q: 16 clusters Score -2.908857e+07 nChanged 377
Entering ConstructFrom: 
Score: -29088568.000000 Penalty: 32375.896484
Entering ConstructFrom: 
Trying to split cluster 1 (40590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Entering Unmasked Estep 
Score: -2060186.750000 Penalty: 1724.332397
	Iteration 0F: 2 clusters Score -2060187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -2033027.000000 Penalty: 3448.664795
	Iteration 0F: 3 clusters Score -2033027 nChanged 18943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -2043736.250000 Penalty: 3448.664795
	Iteration 1F: 3 clusters Score -2043736 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -2044212.000000 Penalty: 3448.664795
	Iteration 2Q: 3 clusters Score -2044212 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -2044787.125000 Penalty: 3448.664795
	Iteration 3Q: 3 clusters Score -2044787 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -2045628.500000 Penalty: 3448.664795
	Iteration 4Q: 3 clusters Score -2045628 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -2047042.250000 Penalty: 3448.664795
	Iteration 5F: 3 clusters Score -2047042 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -2049314.250000 Penalty: 3448.664795
	Iteration 6F: 3 clusters Score -2049314 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -2052327.500000 Penalty: 3448.664795
	Iteration 7F: 3 clusters Score -2052328 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -2055263.375000 Penalty: 3448.664795
	Iteration 8F: 3 clusters Score -2055263 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -2057294.500000 Penalty: 3448.664795
	Iteration 9F: 3 clusters Score -2057294 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -2058194.000000 Penalty: 3448.664795
	Iteration 10Q: 3 clusters Score -2058194 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -2058491.000000 Penalty: 3448.664795
	Iteration 11Q: 3 clusters Score -2058491 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -2058628.500000 Penalty: 3448.664795
	Iteration 12Q: 3 clusters Score -2058628 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -2058674.000000 Penalty: 3448.664795
	Iteration 13Q: 3 clusters Score -2058674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -2058698.750000 Penalty: 3448.664795
	Iteration 14Q: 3 clusters Score -2058699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 40402 members 
Entering Unmasked Estep 
Score: -2058719.375000 Penalty: 3448.664795
	Iteration 15Q: 3 clusters Score -2058719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -2058731.750000 Penalty: 3448.664795
	Iteration 16Q: 3 clusters Score -2058732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -2058742.250000 Penalty: 3448.664795
	Iteration 17Q: 3 clusters Score -2058742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -2058755.000000 Penalty: 3448.664795
	Iteration 18Q: 3 clusters Score -2058755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -2058759.125000 Penalty: 3448.664795
	Iteration 19Q: 3 clusters Score -2058759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -2058759.125000 Penalty: 3448.664795
	Iteration 20F: 3 clusters Score -2058759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Entering Unmasked Estep 
Score: -510155.281250 Penalty: 1493.596191
	Iteration 0F: 2 clusters Score -510155.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -503132.062500 Penalty: 2987.192383
	Iteration 0F: 3 clusters Score -503132.1 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -505363.718750 Penalty: 2987.192383
	Iteration 1F: 3 clusters Score -505363.7 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -505649.500000 Penalty: 2987.192383
	Iteration 2F: 3 clusters Score -505649.5 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -505939.000000 Penalty: 2987.192383
	Iteration 3F: 3 clusters Score -505939 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -506213.375000 Penalty: 2987.192383
	Iteration 4F: 3 clusters Score -506213.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -506508.156250 Penalty: 2987.192383
	Iteration 5F: 3 clusters Score -506508.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -506882.781250 Penalty: 2987.192383
	Iteration 6F: 3 clusters Score -506882.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -507281.125000 Penalty: 2987.192383
	Iteration 7F: 3 clusters Score -507281.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -507647.843750 Penalty: 2987.192383
	Iteration 8Q: 3 clusters Score -507647.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -507999.093750 Penalty: 2987.192383
	Iteration 9Q: 3 clusters Score -507999.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -508283.593750 Penalty: 2987.192383
	Iteration 10Q: 3 clusters Score -508283.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -508492.093750 Penalty: 2987.192383
	Iteration 11Q: 3 clusters Score -508492.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -508622.093750 Penalty: 2987.192383
	Iteration 12Q: 3 clusters Score -508622.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -508697.781250 Penalty: 2987.192383
	Iteration 13Q: 3 clusters Score -508697.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -508746.593750 Penalty: 2987.192383
	Iteration 14Q: 3 clusters Score -508746.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -508775.750000 Penalty: 2987.192383
	Iteration 15Q: 3 clusters Score -508775.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -508786.437500 Penalty: 2987.192383
	Iteration 16Q: 3 clusters Score -508786.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -508793.031250 Penalty: 2987.192383
	Iteration 17Q: 3 clusters Score -508793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -508798.718750 Penalty: 2987.192383
	Iteration 18Q: 3 clusters Score -508798.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -508804.437500 Penalty: 2987.192383
	Iteration 19Q: 3 clusters Score -508804.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -508812.531250 Penalty: 2987.192383
	Iteration 20F: 3 clusters Score -508812.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -508821.750000 Penalty: 2987.192383
	Iteration 21Q: 3 clusters Score -508821.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -508834.312500 Penalty: 2987.192383
	Iteration 22Q: 3 clusters Score -508834.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -508844.437500 Penalty: 2987.192383
	Iteration 23Q: 3 clusters Score -508844.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -508852.031250 Penalty: 2987.192383
	Iteration 24Q: 3 clusters Score -508852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -508863.250000 Penalty: 2987.192383
	Iteration 25Q: 3 clusters Score -508863.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -508864.843750 Penalty: 2987.192383
	Iteration 26Q: 3 clusters Score -508864.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -508865.843750 Penalty: 2987.192383
	Iteration 27Q: 3 clusters Score -508865.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -508866.687500 Penalty: 2987.192383
	Iteration 28Q: 3 clusters Score -508866.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -508866.687500 Penalty: 2987.192383
	Iteration 29F: 3 clusters Score -508866.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (47506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47506 members 
Entering Unmasked Estep 
Score: -2420084.500000 Penalty: 1749.899292
	Iteration 0F: 2 clusters Score -2420084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -2388324.500000 Penalty: 3499.798584
	Iteration 0F: 3 clusters Score -2388324 nChanged 22155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -2401078.750000 Penalty: 3499.798584
	Iteration 1F: 3 clusters Score -2401079 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -2402026.750000 Penalty: 3499.798584
	Iteration 2Q: 3 clusters Score -2402027 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -2403500.750000 Penalty: 3499.798584
	Iteration 3F: 3 clusters Score -2403501 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -2405635.250000 Penalty: 3499.798584
	Iteration 4F: 3 clusters Score -2405635 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -2408123.000000 Penalty: 3499.798584
	Iteration 5F: 3 clusters Score -2408123 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -2410870.250000 Penalty: 3499.798584
	Iteration 6F: 3 clusters Score -2410870 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -2413401.000000 Penalty: 3499.798584
	Iteration 7F: 3 clusters Score -2413401 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -2415176.500000 Penalty: 3499.798584
	Iteration 8F: 3 clusters Score -2415176 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -2415996.000000 Penalty: 3499.798584
	Iteration 9Q: 3 clusters Score -2415996 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -2416351.750000 Penalty: 3499.798584
	Iteration 10Q: 3 clusters Score -2416352 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -2416545.000000 Penalty: 3499.798584
	Iteration 11Q: 3 clusters Score -2416545 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -2416683.000000 Penalty: 3499.798584
	Iteration 12Q: 3 clusters Score -2416683 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -2416763.500000 Penalty: 3499.798584
	Iteration 13Q: 3 clusters Score -2416764 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -2416842.500000 Penalty: 3499.798584
	Iteration 14Q: 3 clusters Score -2416842 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -2416903.000000 Penalty: 3499.798584
	Iteration 15Q: 3 clusters Score -2416903 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -2416958.250000 Penalty: 3499.798584
	Iteration 16Q: 3 clusters Score -2416958 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -2416998.250000 Penalty: 3499.798584
	Iteration 17Q: 3 clusters Score -2416998 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -2417052.250000 Penalty: 3499.798584
	Iteration 18Q: 3 clusters Score -2417052 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -2417073.250000 Penalty: 3499.798584
	Iteration 19Q: 3 clusters Score -2417073 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -2417084.500000 Penalty: 3499.798584
	Iteration 20F: 3 clusters Score -2417084 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -2417111.750000 Penalty: 3499.798584
	Iteration 21Q: 3 clusters Score -2417112 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -2417121.750000 Penalty: 3499.798584
	Iteration 22Q: 3 clusters Score -2417122 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -2417150.500000 Penalty: 3499.798584
	Iteration 23Q: 3 clusters Score -2417150 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -2417174.750000 Penalty: 3499.798584
	Iteration 24Q: 3 clusters Score -2417175 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -2417187.750000 Penalty: 3499.798584
	Iteration 25Q: 3 clusters Score -2417188 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -2417206.250000 Penalty: 3499.798584
	Iteration 26Q: 3 clusters Score -2417206 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -2417208.000000 Penalty: 3499.798584
	Iteration 27Q: 3 clusters Score -2417208 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -2417218.000000 Penalty: 3499.798584
	Iteration 28Q: 3 clusters Score -2417218 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -2417225.750000 Penalty: 3499.798584
	Iteration 29Q: 3 clusters Score -2417226 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -2417240.000000 Penalty: 3499.798584
	Iteration 30Q: 3 clusters Score -2417240 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -2417236.250000 Penalty: 3499.798584
	Iteration 31Q: 3 clusters Score -2417236 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -2417250.750000 Penalty: 3499.798584
	Iteration 32Q: 3 clusters Score -2417251 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -2417255.000000 Penalty: 3499.798584
	Iteration 33Q: 3 clusters Score -2417255 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -2417253.250000 Penalty: 3499.798584
	Iteration 34Q: 3 clusters Score -2417253 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -2417263.500000 Penalty: 3499.798584
	Iteration 35Q: 3 clusters Score -2417264 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 32408 members 
Entering Unmasked Estep 
Score: -2417262.000000 Penalty: 3499.798584
	Iteration 36Q: 3 clusters Score -2417262 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -2417267.500000 Penalty: 3499.798584
	Iteration 37Q: 3 clusters Score -2417268 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -2417268.750000 Penalty: 3499.798584
	Iteration 38Q: 3 clusters Score -2417269 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -2417286.000000 Penalty: 3499.798584
	Iteration 39Q: 3 clusters Score -2417286 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -2417297.000000 Penalty: 3499.798584
	Iteration 40F: 3 clusters Score -2417297 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -2417319.000000 Penalty: 3499.798584
	Iteration 41Q: 3 clusters Score -2417319 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -2417320.250000 Penalty: 3499.798584
	Iteration 42Q: 3 clusters Score -2417320 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -2417324.750000 Penalty: 3499.798584
	Iteration 43Q: 3 clusters Score -2417325 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -2417337.250000 Penalty: 3499.798584
	Iteration 44Q: 3 clusters Score -2417337 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -2417340.000000 Penalty: 3499.798584
	Iteration 45Q: 3 clusters Score -2417340 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -2417349.250000 Penalty: 3499.798584
	Iteration 46Q: 3 clusters Score -2417349 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -2417341.750000 Penalty: 3499.798584
	Iteration 47Q: 3 clusters Score -2417342 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -2417336.750000 Penalty: 3499.798584
	Iteration 48Q: 3 clusters Score -2417337 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -2417345.250000 Penalty: 3499.798584
	Iteration 49Q: 3 clusters Score -2417345 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -2417347.250000 Penalty: 3499.798584
	Iteration 50Q: 3 clusters Score -2417347 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -2417354.750000 Penalty: 3499.798584
	Iteration 51Q: 3 clusters Score -2417355 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -2417357.750000 Penalty: 3499.798584
	Iteration 52Q: 3 clusters Score -2417358 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -2417358.500000 Penalty: 3499.798584
	Iteration 53Q: 3 clusters Score -2417358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -2417364.000000 Penalty: 3499.798584
	Iteration 54Q: 3 clusters Score -2417364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -2417363.000000 Penalty: 3499.798584
	Iteration 55Q: 3 clusters Score -2417363 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -2417357.250000 Penalty: 3499.798584
	Iteration 56Q: 3 clusters Score -2417357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -2417355.500000 Penalty: 3499.798584
	Iteration 57Q: 3 clusters Score -2417356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -2417354.500000 Penalty: 3499.798584
	Iteration 58Q: 3 clusters Score -2417354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -2417349.500000 Penalty: 3499.798584
	Iteration 59Q: 3 clusters Score -2417350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -2417351.000000 Penalty: 3499.798584
	Iteration 60F: 3 clusters Score -2417351 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -2417353.750000 Penalty: 3499.798584
	Iteration 61Q: 3 clusters Score -2417354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -2417361.250000 Penalty: 3499.798584
	Iteration 62Q: 3 clusters Score -2417361 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -2417364.000000 Penalty: 3499.798584
	Iteration 63Q: 3 clusters Score -2417364 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -2417364.750000 Penalty: 3499.798584
	Iteration 64Q: 3 clusters Score -2417365 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -2417364.250000 Penalty: 3499.798584
	Iteration 65Q: 3 clusters Score -2417364 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -2417360.500000 Penalty: 3499.798584
	Iteration 66Q: 3 clusters Score -2417360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -2417359.500000 Penalty: 3499.798584
	Iteration 67Q: 3 clusters Score -2417360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -2417360.000000 Penalty: 3499.798584
	Iteration 68Q: 3 clusters Score -2417360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -2417369.500000 Penalty: 3499.798584
	Iteration 69Q: 3 clusters Score -2417370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -2417368.250000 Penalty: 3499.798584
	Iteration 70Q: 3 clusters Score -2417368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -2417368.000000 Penalty: 3499.798584
	Iteration 71Q: 3 clusters Score -2417368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -2417372.000000 Penalty: 3499.798584
	Iteration 72Q: 3 clusters Score -2417372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -2417368.000000 Penalty: 3499.798584
	Iteration 73Q: 3 clusters Score -2417368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -2417365.000000 Penalty: 3499.798584
	Iteration 74Q: 3 clusters Score -2417365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -2417365.250000 Penalty: 3499.798584
	Iteration 75Q: 3 clusters Score -2417365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -2417365.250000 Penalty: 3499.798584
	Iteration 76Q: 3 clusters Score -2417365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 32607 members 
Entering Unmasked Estep 
Score: -2417362.750000 Penalty: 3499.798584
	Iteration 77Q: 3 clusters Score -2417363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 32607 members 
Entering Unmasked Estep 
Score: -2417363.250000 Penalty: 3499.798584
	Iteration 78Q: 3 clusters Score -2417363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -2417364.750000 Penalty: 3499.798584
	Iteration 79Q: 3 clusters Score -2417365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -2417368.250000 Penalty: 3499.798584
	Iteration 80F: 3 clusters Score -2417368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -2417368.250000 Penalty: 3499.798584
	Iteration 81Q: 3 clusters Score -2417368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -2417369.250000 Penalty: 3499.798584
	Iteration 82Q: 3 clusters Score -2417369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -2417368.250000 Penalty: 3499.798584
	Iteration 83Q: 3 clusters Score -2417368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -2417367.000000 Penalty: 3499.798584
	Iteration 84Q: 3 clusters Score -2417367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -2417366.000000 Penalty: 3499.798584
	Iteration 85Q: 3 clusters Score -2417366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -2417369.000000 Penalty: 3499.798584
	Iteration 86Q: 3 clusters Score -2417369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -2417368.750000 Penalty: 3499.798584
	Iteration 87Q: 3 clusters Score -2417369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -2417364.500000 Penalty: 3499.798584
	Iteration 88Q: 3 clusters Score -2417364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -2417362.000000 Penalty: 3499.798584
	Iteration 89Q: 3 clusters Score -2417362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -2417363.250000 Penalty: 3499.798584
	Iteration 90Q: 3 clusters Score -2417363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -2417362.250000 Penalty: 3499.798584
	Iteration 91Q: 3 clusters Score -2417362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -2417362.250000 Penalty: 3499.798584
	Iteration 92F: 3 clusters Score -2417362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Entering Unmasked Estep 
Score: -560519.312500 Penalty: 1516.856812
	Iteration 0F: 2 clusters Score -560519.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -552531.937500 Penalty: 3033.713623
	Iteration 0F: 3 clusters Score -552531.9 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -555067.875000 Penalty: 3033.713623
	Iteration 1F: 3 clusters Score -555067.9 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -555263.625000 Penalty: 3033.713623
	Iteration 2F: 3 clusters Score -555263.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -555409.875000 Penalty: 3033.713623
	Iteration 3Q: 3 clusters Score -555409.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -555534.875000 Penalty: 3033.713623
	Iteration 4Q: 3 clusters Score -555534.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -555637.125000 Penalty: 3033.713623
	Iteration 5Q: 3 clusters Score -555637.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -555713.437500 Penalty: 3033.713623
	Iteration 6Q: 3 clusters Score -555713.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -555782.187500 Penalty: 3033.713623
	Iteration 7Q: 3 clusters Score -555782.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -555848.562500 Penalty: 3033.713623
	Iteration 8Q: 3 clusters Score -555848.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -555910.625000 Penalty: 3033.713623
	Iteration 9Q: 3 clusters Score -555910.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -555980.687500 Penalty: 3033.713623
	Iteration 10Q: 3 clusters Score -555980.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -556088.562500 Penalty: 3033.713623
	Iteration 11Q: 3 clusters Score -556088.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -556231.375000 Penalty: 3033.713623
	Iteration 12Q: 3 clusters Score -556231.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -556417.125000 Penalty: 3033.713623
	Iteration 13Q: 3 clusters Score -556417.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -556689.250000 Penalty: 3033.713623
	Iteration 14Q: 3 clusters Score -556689.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -557075.062500 Penalty: 3033.713623
	Iteration 15Q: 3 clusters Score -557075.1 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -557535.000000 Penalty: 3033.713623
	Iteration 16F: 3 clusters Score -557535 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -557981.687500 Penalty: 3033.713623
	Iteration 17Q: 3 clusters Score -557981.7 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -558417.125000 Penalty: 3033.713623
	Iteration 18Q: 3 clusters Score -558417.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -558706.875000 Penalty: 3033.713623
	Iteration 19Q: 3 clusters Score -558706.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -558897.875000 Penalty: 3033.713623
	Iteration 20F: 3 clusters Score -558897.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -559015.625000 Penalty: 3033.713623
	Iteration 21Q: 3 clusters Score -559015.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -559086.937500 Penalty: 3033.713623
	Iteration 22Q: 3 clusters Score -559086.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -559132.937500 Penalty: 3033.713623
	Iteration 23Q: 3 clusters Score -559132.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -559162.500000 Penalty: 3033.713623
	Iteration 24Q: 3 clusters Score -559162.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -559177.875000 Penalty: 3033.713623
	Iteration 25Q: 3 clusters Score -559177.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -559182.750000 Penalty: 3033.713623
	Iteration 26Q: 3 clusters Score -559182.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -559186.875000 Penalty: 3033.713623
	Iteration 27Q: 3 clusters Score -559186.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -559191.375000 Penalty: 3033.713623
	Iteration 28Q: 3 clusters Score -559191.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -559193.437500 Penalty: 3033.713623
	Iteration 29Q: 3 clusters Score -559193.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -559193.437500 Penalty: 3033.713623
	Iteration 30F: 3 clusters Score -559193.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Entering Unmasked Estep 
Score: -80791.046875 Penalty: 1208.832886
	Iteration 0F: 2 clusters Score -80791.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -78885.570312 Penalty: 2417.665771
	Iteration 0F: 3 clusters Score -78885.57 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -79251.335938 Penalty: 2417.665771
	Iteration 1F: 3 clusters Score -79251.34 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -79333.960938 Penalty: 2417.665771
	Iteration 2F: 3 clusters Score -79333.96 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -79387.648438 Penalty: 2417.665771
	Iteration 3Q: 3 clusters Score -79387.65 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -79416.843750 Penalty: 2417.665771
	Iteration 4Q: 3 clusters Score -79416.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -79432.945312 Penalty: 2417.665771
	Iteration 5Q: 3 clusters Score -79432.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -79442.882812 Penalty: 2417.665771
	Iteration 6Q: 3 clusters Score -79442.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -79446.523438 Penalty: 2417.665771
	Iteration 7Q: 3 clusters Score -79446.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -79448.953125 Penalty: 2417.665771
	Iteration 8Q: 3 clusters Score -79448.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -79452.070312 Penalty: 2417.665771
	Iteration 9Q: 3 clusters Score -79452.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -79454.789062 Penalty: 2417.665771
	Iteration 10Q: 3 clusters Score -79454.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -79458.843750 Penalty: 2417.665771
	Iteration 11Q: 3 clusters Score -79458.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -79465.570312 Penalty: 2417.665771
	Iteration 12Q: 3 clusters Score -79465.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -79471.984375 Penalty: 2417.665771
	Iteration 13Q: 3 clusters Score -79471.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -79475.140625 Penalty: 2417.665771
	Iteration 14Q: 3 clusters Score -79475.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -79476.757812 Penalty: 2417.665771
	Iteration 15Q: 3 clusters Score -79476.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -79479.085938 Penalty: 2417.665771
	Iteration 16Q: 3 clusters Score -79479.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -79481.718750 Penalty: 2417.665771
	Iteration 17Q: 3 clusters Score -79481.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -79487.054688 Penalty: 2417.665771
	Iteration 18Q: 3 clusters Score -79487.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -79488.828125 Penalty: 2417.665771
	Iteration 19Q: 3 clusters Score -79488.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -79491.414062 Penalty: 2417.665771
	Iteration 20F: 3 clusters Score -79491.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -79493.421875 Penalty: 2417.665771
	Iteration 21Q: 3 clusters Score -79493.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -79495.296875 Penalty: 2417.665771
	Iteration 22Q: 3 clusters Score -79495.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -79497.617188 Penalty: 2417.665771
	Iteration 23Q: 3 clusters Score -79497.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -79499.742188 Penalty: 2417.665771
	Iteration 24Q: 3 clusters Score -79499.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -79501.570312 Penalty: 2417.665771
	Iteration 25Q: 3 clusters Score -79501.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -79503.726562 Penalty: 2417.665771
	Iteration 26Q: 3 clusters Score -79503.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -79505.570312 Penalty: 2417.665771
	Iteration 27Q: 3 clusters Score -79505.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -79509.398438 Penalty: 2417.665771
	Iteration 28Q: 3 clusters Score -79509.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -79514.742188 Penalty: 2417.665771
	Iteration 29Q: 3 clusters Score -79514.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -79518.382812 Penalty: 2417.665771
	Iteration 30Q: 3 clusters Score -79518.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -79519.531250 Penalty: 2417.665771
	Iteration 31Q: 3 clusters Score -79519.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -79521.375000 Penalty: 2417.665771
	Iteration 32Q: 3 clusters Score -79521.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -79523.726562 Penalty: 2417.665771
	Iteration 33Q: 3 clusters Score -79523.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -79526.250000 Penalty: 2417.665771
	Iteration 34Q: 3 clusters Score -79526.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -79528.851562 Penalty: 2417.665771
	Iteration 35Q: 3 clusters Score -79528.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -79530.390625 Penalty: 2417.665771
	Iteration 36Q: 3 clusters Score -79530.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -79535.320312 Penalty: 2417.665771
	Iteration 37Q: 3 clusters Score -79535.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -79538.625000 Penalty: 2417.665771
	Iteration 38Q: 3 clusters Score -79538.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -79539.609375 Penalty: 2417.665771
	Iteration 39Q: 3 clusters Score -79539.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -79540.429688 Penalty: 2417.665771
	Iteration 40F: 3 clusters Score -79540.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -79542.242188 Penalty: 2417.665771
	Iteration 41Q: 3 clusters Score -79542.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -79543.851562 Penalty: 2417.665771
	Iteration 42Q: 3 clusters Score -79543.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -79543.851562 Penalty: 2417.665771
	Iteration 43F: 3 clusters Score -79543.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (40428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40428 members 
Entering Unmasked Estep 
Score: -2147317.750000 Penalty: 1723.682617
	Iteration 0F: 2 clusters Score -2147318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -2120166.000000 Penalty: 3447.365234
	Iteration 0F: 3 clusters Score -2120166 nChanged 18784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -2130677.750000 Penalty: 3447.365234
	Iteration 1F: 3 clusters Score -2130678 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -2131097.250000 Penalty: 3447.365234
	Iteration 2Q: 3 clusters Score -2131097 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -2131551.750000 Penalty: 3447.365234
	Iteration 3Q: 3 clusters Score -2131552 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -2132038.500000 Penalty: 3447.365234
	Iteration 4Q: 3 clusters Score -2132038 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -2132700.250000 Penalty: 3447.365234
	Iteration 5Q: 3 clusters Score -2132700 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -2133733.000000 Penalty: 3447.365234
	Iteration 6Q: 3 clusters Score -2133733 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -2135312.250000 Penalty: 3447.365234
	Iteration 7F: 3 clusters Score -2135312 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -2137488.000000 Penalty: 3447.365234
	Iteration 8F: 3 clusters Score -2137488 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -2139942.750000 Penalty: 3447.365234
	Iteration 9F: 3 clusters Score -2139943 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -2142078.250000 Penalty: 3447.365234
	Iteration 10F: 3 clusters Score -2142078 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 37090 members 
Entering Unmasked Estep 
Score: -2143590.250000 Penalty: 3447.365234
	Iteration 11Q: 3 clusters Score -2143590 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -2144469.750000 Penalty: 3447.365234
	Iteration 12Q: 3 clusters Score -2144470 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 38859 members 
Entering Unmasked Estep 
Score: -2144968.250000 Penalty: 3447.365234
	Iteration 13Q: 3 clusters Score -2144968 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -2145262.750000 Penalty: 3447.365234
	Iteration 14Q: 3 clusters Score -2145263 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 39515 members 
Entering Unmasked Estep 
Score: -2145449.250000 Penalty: 3447.365234
	Iteration 15Q: 3 clusters Score -2145449 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -2145588.000000 Penalty: 3447.365234
	Iteration 16Q: 3 clusters Score -2145588 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -2145670.500000 Penalty: 3447.365234
	Iteration 17Q: 3 clusters Score -2145670 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -2145719.500000 Penalty: 3447.365234
	Iteration 18Q: 3 clusters Score -2145720 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -2145757.250000 Penalty: 3447.365234
	Iteration 19Q: 3 clusters Score -2145757 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -2145791.500000 Penalty: 3447.365234
	Iteration 20F: 3 clusters Score -2145792 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -2145810.250000 Penalty: 3447.365234
	Iteration 21Q: 3 clusters Score -2145810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -2145827.000000 Penalty: 3447.365234
	Iteration 22Q: 3 clusters Score -2145827 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -2145835.000000 Penalty: 3447.365234
	Iteration 23Q: 3 clusters Score -2145835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -2145843.750000 Penalty: 3447.365234
	Iteration 24Q: 3 clusters Score -2145844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -2145848.250000 Penalty: 3447.365234
	Iteration 25Q: 3 clusters Score -2145848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -2145853.250000 Penalty: 3447.365234
	Iteration 26Q: 3 clusters Score -2145853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -2145856.500000 Penalty: 3447.365234
	Iteration 27Q: 3 clusters Score -2145856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -2145859.000000 Penalty: 3447.365234
	Iteration 28Q: 3 clusters Score -2145859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -2145862.500000 Penalty: 3447.365234
	Iteration 29Q: 3 clusters Score -2145862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -2145866.250000 Penalty: 3447.365234
	Iteration 30Q: 3 clusters Score -2145866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -2145870.250000 Penalty: 3447.365234
	Iteration 31Q: 3 clusters Score -2145870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -2145872.750000 Penalty: 3447.365234
	Iteration 32Q: 3 clusters Score -2145873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -2145871.750000 Penalty: 3447.365234
	Iteration 33Q: 3 clusters Score -2145872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -2145871.750000 Penalty: 3447.365234
	Iteration 34F: 3 clusters Score -2145872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (45795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45795 members 
Entering Unmasked Estep 
Score: -2367678.250000 Penalty: 1743.938599
	Iteration 0F: 2 clusters Score -2367678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -2337043.000000 Penalty: 3487.877197
	Iteration 0F: 3 clusters Score -2337043 nChanged 21322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -2349143.500000 Penalty: 3487.877197
	Iteration 1F: 3 clusters Score -2349144 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -2349719.500000 Penalty: 3487.877197
	Iteration 2Q: 3 clusters Score -2349720 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -2350346.500000 Penalty: 3487.877197
	Iteration 3Q: 3 clusters Score -2350346 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -2351084.250000 Penalty: 3487.877197
	Iteration 4Q: 3 clusters Score -2351084 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -2351932.500000 Penalty: 3487.877197
	Iteration 5Q: 3 clusters Score -2351932 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -2352886.000000 Penalty: 3487.877197
	Iteration 6Q: 3 clusters Score -2352886 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -2354210.250000 Penalty: 3487.877197
	Iteration 7F: 3 clusters Score -2354210 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -2355889.500000 Penalty: 3487.877197
	Iteration 8F: 3 clusters Score -2355890 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -2357904.000000 Penalty: 3487.877197
	Iteration 9F: 3 clusters Score -2357904 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 38294 members 
Entering Unmasked Estep 
Score: -2360303.250000 Penalty: 3487.877197
	Iteration 10F: 3 clusters Score -2360303 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -2362452.750000 Penalty: 3487.877197
	Iteration 11F: 3 clusters Score -2362453 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 43129 members 
Entering Unmasked Estep 
Score: -2364131.500000 Penalty: 3487.877197
	Iteration 12Q: 3 clusters Score -2364132 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -2365186.750000 Penalty: 3487.877197
	Iteration 13Q: 3 clusters Score -2365187 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -2365699.750000 Penalty: 3487.877197
	Iteration 14Q: 3 clusters Score -2365700 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 45278 members 
Entering Unmasked Estep 
Score: -2365949.250000 Penalty: 3487.877197
	Iteration 15Q: 3 clusters Score -2365949 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
Score: -2366059.500000 Penalty: 3487.877197
	Iteration 16Q: 3 clusters Score -2366060 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 45444 members 
Entering Unmasked Estep 
Score: -2366121.000000 Penalty: 3487.877197
	Iteration 17Q: 3 clusters Score -2366121 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 45473 members 
Entering Unmasked Estep 
Score: -2366147.000000 Penalty: 3487.877197
	Iteration 18Q: 3 clusters Score -2366147 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -2366164.000000 Penalty: 3487.877197
	Iteration 19Q: 3 clusters Score -2366164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -2366182.500000 Penalty: 3487.877197
	Iteration 20F: 3 clusters Score -2366182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -2366192.250000 Penalty: 3487.877197
	Iteration 21Q: 3 clusters Score -2366192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -2366204.000000 Penalty: 3487.877197
	Iteration 22Q: 3 clusters Score -2366204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 45524 members 
Entering Unmasked Estep 
Score: -2366209.000000 Penalty: 3487.877197
	Iteration 23Q: 3 clusters Score -2366209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -2366215.250000 Penalty: 3487.877197
	Iteration 24Q: 3 clusters Score -2366215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45530 members 
Entering Unmasked Estep 
Score: -2366216.750000 Penalty: 3487.877197
	Iteration 25Q: 3 clusters Score -2366217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 45533 members 
Entering Unmasked Estep 
Score: -2366223.000000 Penalty: 3487.877197
	Iteration 26Q: 3 clusters Score -2366223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -2366222.250000 Penalty: 3487.877197
	Iteration 27Q: 3 clusters Score -2366222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -2366225.500000 Penalty: 3487.877197
	Iteration 28Q: 3 clusters Score -2366226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 45539 members 
Entering Unmasked Estep 
Score: -2366223.750000 Penalty: 3487.877197
	Iteration 29Q: 3 clusters Score -2366224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 45539 members 
Entering Unmasked Estep 
Score: -2366223.750000 Penalty: 3487.877197
	Iteration 30F: 3 clusters Score -2366224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Entering Unmasked Estep 
Score: -221678.640625 Penalty: 1374.472412
	Iteration 0F: 2 clusters Score -221678.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -217895.875000 Penalty: 2748.944824
	Iteration 0F: 3 clusters Score -217895.9 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -219017.109375 Penalty: 2748.944824
	Iteration 1F: 3 clusters Score -219017.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -219270.296875 Penalty: 2748.944824
	Iteration 2F: 3 clusters Score -219270.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -219481.515625 Penalty: 2748.944824
	Iteration 3F: 3 clusters Score -219481.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -219652.484375 Penalty: 2748.944824
	Iteration 4F: 3 clusters Score -219652.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -219814.250000 Penalty: 2748.944824
	Iteration 5Q: 3 clusters Score -219814.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -219949.312500 Penalty: 2748.944824
	Iteration 6Q: 3 clusters Score -219949.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -220080.687500 Penalty: 2748.944824
	Iteration 7Q: 3 clusters Score -220080.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -220188.734375 Penalty: 2748.944824
	Iteration 8Q: 3 clusters Score -220188.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -220270.703125 Penalty: 2748.944824
	Iteration 9Q: 3 clusters Score -220270.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -220343.406250 Penalty: 2748.944824
	Iteration 10Q: 3 clusters Score -220343.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -220400.453125 Penalty: 2748.944824
	Iteration 11Q: 3 clusters Score -220400.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -220437.546875 Penalty: 2748.944824
	Iteration 12Q: 3 clusters Score -220437.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -220471.000000 Penalty: 2748.944824
	Iteration 13Q: 3 clusters Score -220471 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -220490.375000 Penalty: 2748.944824
	Iteration 14Q: 3 clusters Score -220490.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -220507.500000 Penalty: 2748.944824
	Iteration 15Q: 3 clusters Score -220507.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -220522.906250 Penalty: 2748.944824
	Iteration 16Q: 3 clusters Score -220522.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -220530.984375 Penalty: 2748.944824
	Iteration 17Q: 3 clusters Score -220531 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -220545.156250 Penalty: 2748.944824
	Iteration 18Q: 3 clusters Score -220545.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -220557.218750 Penalty: 2748.944824
	Iteration 19Q: 3 clusters Score -220557.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -220566.406250 Penalty: 2748.944824
	Iteration 20F: 3 clusters Score -220566.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -220575.453125 Penalty: 2748.944824
	Iteration 21Q: 3 clusters Score -220575.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -220583.453125 Penalty: 2748.944824
	Iteration 22Q: 3 clusters Score -220583.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -220589.125000 Penalty: 2748.944824
	Iteration 23Q: 3 clusters Score -220589.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -220595.750000 Penalty: 2748.944824
	Iteration 24Q: 3 clusters Score -220595.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -220602.593750 Penalty: 2748.944824
	Iteration 25Q: 3 clusters Score -220602.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -220607.046875 Penalty: 2748.944824
	Iteration 26Q: 3 clusters Score -220607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -220611.765625 Penalty: 2748.944824
	Iteration 27Q: 3 clusters Score -220611.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -220617.062500 Penalty: 2748.944824
	Iteration 28Q: 3 clusters Score -220617.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -220620.640625 Penalty: 2748.944824
	Iteration 29Q: 3 clusters Score -220620.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -220622.593750 Penalty: 2748.944824
	Iteration 30Q: 3 clusters Score -220622.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -220624.859375 Penalty: 2748.944824
	Iteration 31Q: 3 clusters Score -220624.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -220626.015625 Penalty: 2748.944824
	Iteration 32Q: 3 clusters Score -220626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -220626.796875 Penalty: 2748.944824
	Iteration 33Q: 3 clusters Score -220626.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -220628.187500 Penalty: 2748.944824
	Iteration 34Q: 3 clusters Score -220628.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -220632.000000 Penalty: 2748.944824
	Iteration 35Q: 3 clusters Score -220632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -220633.031250 Penalty: 2748.944824
	Iteration 36Q: 3 clusters Score -220633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -220633.031250 Penalty: 2748.944824
	Iteration 37F: 3 clusters Score -220633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Entering Unmasked Estep 
Score: -373514.000000 Penalty: 1438.534790
	Iteration 0F: 2 clusters Score -373514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -368271.875000 Penalty: 2877.069580
	Iteration 0F: 3 clusters Score -368271.9 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -369779.843750 Penalty: 2877.069580
	Iteration 1F: 3 clusters Score -369779.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -369997.000000 Penalty: 2877.069580
	Iteration 2F: 3 clusters Score -369997 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -370164.968750 Penalty: 2877.069580
	Iteration 3F: 3 clusters Score -370165 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -370326.187500 Penalty: 2877.069580
	Iteration 4Q: 3 clusters Score -370326.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -370485.218750 Penalty: 2877.069580
	Iteration 5Q: 3 clusters Score -370485.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -370622.312500 Penalty: 2877.069580
	Iteration 6Q: 3 clusters Score -370622.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -370780.968750 Penalty: 2877.069580
	Iteration 7Q: 3 clusters Score -370781 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -370983.750000 Penalty: 2877.069580
	Iteration 8Q: 3 clusters Score -370983.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -371202.875000 Penalty: 2877.069580
	Iteration 9Q: 3 clusters Score -371202.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -371415.093750 Penalty: 2877.069580
	Iteration 10Q: 3 clusters Score -371415.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -371638.562500 Penalty: 2877.069580
	Iteration 11Q: 3 clusters Score -371638.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -371833.437500 Penalty: 2877.069580
	Iteration 12Q: 3 clusters Score -371833.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -371981.718750 Penalty: 2877.069580
	Iteration 13Q: 3 clusters Score -371981.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -372083.437500 Penalty: 2877.069580
	Iteration 14Q: 3 clusters Score -372083.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -372152.250000 Penalty: 2877.069580
	Iteration 15Q: 3 clusters Score -372152.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -372189.250000 Penalty: 2877.069580
	Iteration 16Q: 3 clusters Score -372189.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -372218.218750 Penalty: 2877.069580
	Iteration 17Q: 3 clusters Score -372218.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -372239.000000 Penalty: 2877.069580
	Iteration 18Q: 3 clusters Score -372239 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -372253.625000 Penalty: 2877.069580
	Iteration 19Q: 3 clusters Score -372253.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -372270.093750 Penalty: 2877.069580
	Iteration 20F: 3 clusters Score -372270.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -372283.531250 Penalty: 2877.069580
	Iteration 21Q: 3 clusters Score -372283.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -372294.781250 Penalty: 2877.069580
	Iteration 22Q: 3 clusters Score -372294.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -372299.156250 Penalty: 2877.069580
	Iteration 23Q: 3 clusters Score -372299.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -372302.062500 Penalty: 2877.069580
	Iteration 24Q: 3 clusters Score -372302.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -372301.656250 Penalty: 2877.069580
	Iteration 25Q: 3 clusters Score -372301.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -372301.656250 Penalty: 2877.069580
	Iteration 26F: 3 clusters Score -372301.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Entering Unmasked Estep 
Score: -86522.906250 Penalty: 1228.174194
	Iteration 0F: 2 clusters Score -86522.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -84464.765625 Penalty: 2456.348389
	Iteration 0F: 3 clusters Score -84464.77 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -84881.335938 Penalty: 2456.348389
	Iteration 1F: 3 clusters Score -84881.34 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -84971.117188 Penalty: 2456.348389
	Iteration 2F: 3 clusters Score -84971.12 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -85024.476562 Penalty: 2456.348389
	Iteration 3Q: 3 clusters Score -85024.48 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -85063.750000 Penalty: 2456.348389
	Iteration 4Q: 3 clusters Score -85063.75 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -85098.148438 Penalty: 2456.348389
	Iteration 5Q: 3 clusters Score -85098.15 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -85120.046875 Penalty: 2456.348389
	Iteration 6Q: 3 clusters Score -85120.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -85137.546875 Penalty: 2456.348389
	Iteration 7Q: 3 clusters Score -85137.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -85146.656250 Penalty: 2456.348389
	Iteration 8Q: 3 clusters Score -85146.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -85154.375000 Penalty: 2456.348389
	Iteration 9Q: 3 clusters Score -85154.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -85164.320312 Penalty: 2456.348389
	Iteration 10Q: 3 clusters Score -85164.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -85171.406250 Penalty: 2456.348389
	Iteration 11Q: 3 clusters Score -85171.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -85174.929688 Penalty: 2456.348389
	Iteration 12Q: 3 clusters Score -85174.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -85176.492188 Penalty: 2456.348389
	Iteration 13Q: 3 clusters Score -85176.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -85177.351562 Penalty: 2456.348389
	Iteration 14Q: 3 clusters Score -85177.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -85177.632812 Penalty: 2456.348389
	Iteration 15Q: 3 clusters Score -85177.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -85177.632812 Penalty: 2456.348389
	Iteration 16F: 3 clusters Score -85177.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (153441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153441 members 
Entering Unmasked Estep 
Score: -8126452.500000 Penalty: 1940.424072
	Iteration 0F: 2 clusters Score -8126452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76535 members 
Mstep: Class 2 contains 76906 members 
Entering Unmasked Estep 
Score: -8023558.000000 Penalty: 3880.848145
	Iteration 0F: 3 clusters Score -8023558 nChanged 74009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71096 members 
Mstep: Class 2 contains 82345 members 
Entering Unmasked Estep 
Score: -8067411.500000 Penalty: 3880.848145
	Iteration 1F: 3 clusters Score -8067412 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67381 members 
Mstep: Class 2 contains 86060 members 
Entering Unmasked Estep 
Score: -8069071.000000 Penalty: 3880.848145
	Iteration 2Q: 3 clusters Score -8069071 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61698 members 
Mstep: Class 2 contains 91743 members 
Entering Unmasked Estep 
Score: -8071823.000000 Penalty: 3880.848145
	Iteration 3Q: 3 clusters Score -8071823 nChanged 8964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53558 members 
Mstep: Class 2 contains 99883 members 
Entering Unmasked Estep 
Score: -8076647.000000 Penalty: 3880.848145
	Iteration 4F: 3 clusters Score -8076647 nChanged 11349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 110782 members 
Entering Unmasked Estep 
Score: -8084493.000000 Penalty: 3880.848145
	Iteration 5F: 3 clusters Score -8084493 nChanged 13291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 123829 members 
Entering Unmasked Estep 
Score: -8096005.000000 Penalty: 3880.848145
	Iteration 6F: 3 clusters Score -8096005 nChanged 12810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 136569 members 
Entering Unmasked Estep 
Score: -8108378.500000 Penalty: 3880.848145
	Iteration 7F: 3 clusters Score -8108378 nChanged 9208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 145761 members 
Entering Unmasked Estep 
Score: -8117574.500000 Penalty: 3880.848145
	Iteration 8F: 3 clusters Score -8117574 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 150603 members 
Entering Unmasked Estep 
Score: -8122318.000000 Penalty: 3880.848145
	Iteration 9Q: 3 clusters Score -8122318 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 152421 members 
Entering Unmasked Estep 
Score: -8123987.500000 Penalty: 3880.848145
	Iteration 10Q: 3 clusters Score -8123988 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 152970 members 
Entering Unmasked Estep 
Score: -8124455.500000 Penalty: 3880.848145
	Iteration 11Q: 3 clusters Score -8124456 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 153123 members 
Entering Unmasked Estep 
Score: -8124623.500000 Penalty: 3880.848145
	Iteration 12Q: 3 clusters Score -8124624 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 153179 members 
Entering Unmasked Estep 
Score: -8124700.500000 Penalty: 3880.848145
	Iteration 13Q: 3 clusters Score -8124700 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 153200 members 
Entering Unmasked Estep 
Score: -8124738.000000 Penalty: 3880.848145
	Iteration 14Q: 3 clusters Score -8124738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 153202 members 
Entering Unmasked Estep 
Score: -8124764.500000 Penalty: 3880.848145
	Iteration 15Q: 3 clusters Score -8124764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 153212 members 
Entering Unmasked Estep 
Score: -8124784.000000 Penalty: 3880.848145
	Iteration 16Q: 3 clusters Score -8124784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 153213 members 
Entering Unmasked Estep 
Score: -8124787.500000 Penalty: 3880.848145
	Iteration 17Q: 3 clusters Score -8124788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 153215 members 
Entering Unmasked Estep 
Score: -8124797.500000 Penalty: 3880.848145
	Iteration 18Q: 3 clusters Score -8124798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 153215 members 
Entering Unmasked Estep 
Score: -8124797.500000 Penalty: 3880.848145
	Iteration 19F: 3 clusters Score -8124798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (30286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Entering Unmasked Estep 
Score: -1608060.750000 Penalty: 1676.746582
	Iteration 0F: 2 clusters Score -1608061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -1587563.750000 Penalty: 3353.493164
	Iteration 0F: 3 clusters Score -1587564 nChanged 14107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -1595214.000000 Penalty: 3353.493164
	Iteration 1F: 3 clusters Score -1595214 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -1595568.625000 Penalty: 3353.493164
	Iteration 2Q: 3 clusters Score -1595569 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -1595875.875000 Penalty: 3353.493164
	Iteration 3Q: 3 clusters Score -1595876 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -1596193.500000 Penalty: 3353.493164
	Iteration 4Q: 3 clusters Score -1596194 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -1596484.875000 Penalty: 3353.493164
	Iteration 5Q: 3 clusters Score -1596485 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -1596857.125000 Penalty: 3353.493164
	Iteration 6Q: 3 clusters Score -1596857 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -1597400.375000 Penalty: 3353.493164
	Iteration 7Q: 3 clusters Score -1597400 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -1598167.625000 Penalty: 3353.493164
	Iteration 8Q: 3 clusters Score -1598168 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -1599183.625000 Penalty: 3353.493164
	Iteration 9F: 3 clusters Score -1599184 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -1600515.500000 Penalty: 3353.493164
	Iteration 10F: 3 clusters Score -1600516 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -1602106.000000 Penalty: 3353.493164
	Iteration 11F: 3 clusters Score -1602106 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -1603584.625000 Penalty: 3353.493164
	Iteration 12F: 3 clusters Score -1603585 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -1604615.250000 Penalty: 3353.493164
	Iteration 13Q: 3 clusters Score -1604615 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -1605192.000000 Penalty: 3353.493164
	Iteration 14Q: 3 clusters Score -1605192 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -1605583.000000 Penalty: 3353.493164
	Iteration 15Q: 3 clusters Score -1605583 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -1605851.125000 Penalty: 3353.493164
	Iteration 16Q: 3 clusters Score -1605851 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -1606056.375000 Penalty: 3353.493164
	Iteration 17Q: 3 clusters Score -1606056 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -1606217.875000 Penalty: 3353.493164
	Iteration 18Q: 3 clusters Score -1606218 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -1606323.250000 Penalty: 3353.493164
	Iteration 19Q: 3 clusters Score -1606323 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -1606413.875000 Penalty: 3353.493164
	Iteration 20F: 3 clusters Score -1606414 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -1606494.750000 Penalty: 3353.493164
	Iteration 21Q: 3 clusters Score -1606495 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -1606563.250000 Penalty: 3353.493164
	Iteration 22Q: 3 clusters Score -1606563 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -1606594.875000 Penalty: 3353.493164
	Iteration 23Q: 3 clusters Score -1606595 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -1606626.750000 Penalty: 3353.493164
	Iteration 24Q: 3 clusters Score -1606627 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -1606654.375000 Penalty: 3353.493164
	Iteration 25Q: 3 clusters Score -1606654 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -1606675.625000 Penalty: 3353.493164
	Iteration 26Q: 3 clusters Score -1606676 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -1606688.250000 Penalty: 3353.493164
	Iteration 27Q: 3 clusters Score -1606688 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -1606698.625000 Penalty: 3353.493164
	Iteration 28Q: 3 clusters Score -1606699 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -1606709.750000 Penalty: 3353.493164
	Iteration 29Q: 3 clusters Score -1606710 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -1606725.000000 Penalty: 3353.493164
	Iteration 30Q: 3 clusters Score -1606725 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -1606730.125000 Penalty: 3353.493164
	Iteration 31Q: 3 clusters Score -1606730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -1606738.625000 Penalty: 3353.493164
	Iteration 32Q: 3 clusters Score -1606739 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -1606746.250000 Penalty: 3353.493164
	Iteration 33Q: 3 clusters Score -1606746 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -1606752.750000 Penalty: 3353.493164
	Iteration 34Q: 3 clusters Score -1606753 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -1606760.000000 Penalty: 3353.493164
	Iteration 35Q: 3 clusters Score -1606760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -1606765.375000 Penalty: 3353.493164
	Iteration 36Q: 3 clusters Score -1606765 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -1606773.875000 Penalty: 3353.493164
	Iteration 37Q: 3 clusters Score -1606774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -1606777.000000 Penalty: 3353.493164
	Iteration 38Q: 3 clusters Score -1606777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -1606783.000000 Penalty: 3353.493164
	Iteration 39Q: 3 clusters Score -1606783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -1606785.500000 Penalty: 3353.493164
	Iteration 40F: 3 clusters Score -1606786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -1606792.500000 Penalty: 3353.493164
	Iteration 41Q: 3 clusters Score -1606792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -1606794.875000 Penalty: 3353.493164
	Iteration 42Q: 3 clusters Score -1606795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -1606797.750000 Penalty: 3353.493164
	Iteration 43Q: 3 clusters Score -1606798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -1606797.500000 Penalty: 3353.493164
	Iteration 44Q: 3 clusters Score -1606798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -1606799.250000 Penalty: 3353.493164
	Iteration 45Q: 3 clusters Score -1606799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -1606800.625000 Penalty: 3353.493164
	Iteration 46Q: 3 clusters Score -1606801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -1606802.375000 Penalty: 3353.493164
	Iteration 47Q: 3 clusters Score -1606802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -1606802.750000 Penalty: 3353.493164
	Iteration 48Q: 3 clusters Score -1606803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -1606806.125000 Penalty: 3353.493164
	Iteration 49Q: 3 clusters Score -1606806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -1606805.625000 Penalty: 3353.493164
	Iteration 50Q: 3 clusters Score -1606806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -1606805.625000 Penalty: 3353.493164
	Iteration 51F: 3 clusters Score -1606806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Entering Unmasked Estep 
Score: -130222.242188 Penalty: 1294.457520
	Iteration 0F: 2 clusters Score -130222.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -127605.070312 Penalty: 2588.915039
	Iteration 0F: 3 clusters Score -127605.1 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -128277.328125 Penalty: 2588.915039
	Iteration 1F: 3 clusters Score -128277.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -128461.500000 Penalty: 2588.915039
	Iteration 2F: 3 clusters Score -128461.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -128593.359375 Penalty: 2588.915039
	Iteration 3F: 3 clusters Score -128593.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -128689.382812 Penalty: 2588.915039
	Iteration 4Q: 3 clusters Score -128689.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -128770.750000 Penalty: 2588.915039
	Iteration 5Q: 3 clusters Score -128770.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -128860.460938 Penalty: 2588.915039
	Iteration 6Q: 3 clusters Score -128860.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -128937.398438 Penalty: 2588.915039
	Iteration 7Q: 3 clusters Score -128937.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -129007.281250 Penalty: 2588.915039
	Iteration 8Q: 3 clusters Score -129007.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -129075.070312 Penalty: 2588.915039
	Iteration 9Q: 3 clusters Score -129075.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -129147.171875 Penalty: 2588.915039
	Iteration 10Q: 3 clusters Score -129147.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -129211.640625 Penalty: 2588.915039
	Iteration 11Q: 3 clusters Score -129211.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -129316.117188 Penalty: 2588.915039
	Iteration 12Q: 3 clusters Score -129316.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -129448.179688 Penalty: 2588.915039
	Iteration 13Q: 3 clusters Score -129448.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -129567.398438 Penalty: 2588.915039
	Iteration 14Q: 3 clusters Score -129567.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -129646.531250 Penalty: 2588.915039
	Iteration 15Q: 3 clusters Score -129646.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -129696.445312 Penalty: 2588.915039
	Iteration 16Q: 3 clusters Score -129696.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -129727.460938 Penalty: 2588.915039
	Iteration 17Q: 3 clusters Score -129727.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -129741.648438 Penalty: 2588.915039
	Iteration 18Q: 3 clusters Score -129741.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -129750.671875 Penalty: 2588.915039
	Iteration 19Q: 3 clusters Score -129750.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -129754.187500 Penalty: 2588.915039
	Iteration 20F: 3 clusters Score -129754.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -129755.953125 Penalty: 2588.915039
	Iteration 21Q: 3 clusters Score -129756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -129757.601562 Penalty: 2588.915039
	Iteration 22Q: 3 clusters Score -129757.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -129758.859375 Penalty: 2588.915039
	Iteration 23Q: 3 clusters Score -129758.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -129759.445312 Penalty: 2588.915039
	Iteration 24Q: 3 clusters Score -129759.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -129760.421875 Penalty: 2588.915039
	Iteration 25Q: 3 clusters Score -129760.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -129761.328125 Penalty: 2588.915039
	Iteration 26Q: 3 clusters Score -129761.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -129762.054688 Penalty: 2588.915039
	Iteration 27Q: 3 clusters Score -129762.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -129762.578125 Penalty: 2588.915039
	Iteration 28Q: 3 clusters Score -129762.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -129762.937500 Penalty: 2588.915039
	Iteration 29Q: 3 clusters Score -129762.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -129763.171875 Penalty: 2588.915039
	Iteration 30Q: 3 clusters Score -129763.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -129763.820312 Penalty: 2588.915039
	Iteration 31Q: 3 clusters Score -129763.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -129764.328125 Penalty: 2588.915039
	Iteration 32Q: 3 clusters Score -129764.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -129764.328125 Penalty: 2588.915039
	Iteration 33F: 3 clusters Score -129764.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (179690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179690 members 
Entering Unmasked Estep 
Score: -9081768.000000 Penalty: 1966.085693
	Iteration 0F: 2 clusters Score -9081768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89717 members 
Mstep: Class 2 contains 89973 members 
Entering Unmasked Estep 
Score: -8961259.000000 Penalty: 3932.171387
	Iteration 0F: 3 clusters Score -8961259 nChanged 86822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87285 members 
Mstep: Class 2 contains 92405 members 
Entering Unmasked Estep 
Score: -9012374.000000 Penalty: 3932.171387
	Iteration 1F: 3 clusters Score -9012374 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85796 members 
Mstep: Class 2 contains 93894 members 
Entering Unmasked Estep 
Score: -9013178.000000 Penalty: 3932.171387
	Iteration 2Q: 3 clusters Score -9013178 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83356 members 
Mstep: Class 2 contains 96334 members 
Entering Unmasked Estep 
Score: -9014140.000000 Penalty: 3932.171387
	Iteration 3Q: 3 clusters Score -9014140 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79603 members 
Mstep: Class 2 contains 100087 members 
Entering Unmasked Estep 
Score: -9015474.000000 Penalty: 3932.171387
	Iteration 4Q: 3 clusters Score -9015474 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73903 members 
Mstep: Class 2 contains 105787 members 
Entering Unmasked Estep 
Score: -9017752.000000 Penalty: 3932.171387
	Iteration 5Q: 3 clusters Score -9017752 nChanged 8876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65363 members 
Mstep: Class 2 contains 114327 members 
Entering Unmasked Estep 
Score: -9022124.000000 Penalty: 3932.171387
	Iteration 6Q: 3 clusters Score -9022124 nChanged 12529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52934 members 
Mstep: Class 2 contains 126756 members 
Entering Unmasked Estep 
Score: -9030367.000000 Penalty: 3932.171387
	Iteration 7F: 3 clusters Score -9030367 nChanged 15832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 142574 members 
Entering Unmasked Estep 
Score: -9043654.000000 Penalty: 3932.171387
	Iteration 8F: 3 clusters Score -9043654 nChanged 16577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 159151 members 
Entering Unmasked Estep 
Score: -9059801.000000 Penalty: 3932.171387
	Iteration 9F: 3 clusters Score -9059801 nChanged 12237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 171388 members 
Entering Unmasked Estep 
Score: -9072188.000000 Penalty: 3932.171387
	Iteration 10F: 3 clusters Score -9072188 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 177186 members 
Entering Unmasked Estep 
Score: -9077733.000000 Penalty: 3932.171387
	Iteration 11Q: 3 clusters Score -9077733 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 178964 members 
Entering Unmasked Estep 
Score: -9079409.000000 Penalty: 3932.171387
	Iteration 12Q: 3 clusters Score -9079409 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 179375 members 
Entering Unmasked Estep 
Score: -9079799.000000 Penalty: 3932.171387
	Iteration 13Q: 3 clusters Score -9079799 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 179470 members 
Entering Unmasked Estep 
Score: -9079897.000000 Penalty: 3932.171387
	Iteration 14Q: 3 clusters Score -9079897 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 179501 members 
Entering Unmasked Estep 
Score: -9079950.000000 Penalty: 3932.171387
	Iteration 15Q: 3 clusters Score -9079950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 179516 members 
Entering Unmasked Estep 
Score: -9079988.000000 Penalty: 3932.171387
	Iteration 16Q: 3 clusters Score -9079988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 179527 members 
Entering Unmasked Estep 
Score: -9080004.000000 Penalty: 3932.171387
	Iteration 17Q: 3 clusters Score -9080004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 179528 members 
Entering Unmasked Estep 
Score: -9080008.000000 Penalty: 3932.171387
	Iteration 18Q: 3 clusters Score -9080008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 179529 members 
Entering Unmasked Estep 
Score: -9080017.000000 Penalty: 3932.171387
	Iteration 19Q: 3 clusters Score -9080017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 179532 members 
Entering Unmasked Estep 
Score: -9080026.000000 Penalty: 3932.171387
	Iteration 20F: 3 clusters Score -9080026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 179532 members 
Entering Unmasked Estep 
Score: -9080027.000000 Penalty: 3932.171387
	Iteration 21Q: 3 clusters Score -9080027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 179532 members 
Entering Unmasked Estep 
Score: -9080027.000000 Penalty: 3932.171387
	Iteration 22F: 3 clusters Score -9080027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Entering Unmasked Estep 
Score: -497551.750000 Penalty: 1491.948242
	Iteration 0F: 2 clusters Score -497551.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -490639.593750 Penalty: 2983.896484
	Iteration 0F: 3 clusters Score -490639.6 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -492803.562500 Penalty: 2983.896484
	Iteration 1F: 3 clusters Score -492803.6 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -493073.906250 Penalty: 2983.896484
	Iteration 2F: 3 clusters Score -493073.9 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -493365.968750 Penalty: 2983.896484
	Iteration 3F: 3 clusters Score -493366 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -493694.250000 Penalty: 2983.896484
	Iteration 4F: 3 clusters Score -493694.2 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -494076.343750 Penalty: 2983.896484
	Iteration 5F: 3 clusters Score -494076.3 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -494533.656250 Penalty: 2983.896484
	Iteration 6F: 3 clusters Score -494533.7 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -495008.312500 Penalty: 2983.896484
	Iteration 7F: 3 clusters Score -495008.3 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -495419.906250 Penalty: 2983.896484
	Iteration 8F: 3 clusters Score -495419.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -495763.968750 Penalty: 2983.896484
	Iteration 9Q: 3 clusters Score -495764 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -496022.812500 Penalty: 2983.896484
	Iteration 10Q: 3 clusters Score -496022.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -496216.156250 Penalty: 2983.896484
	Iteration 11Q: 3 clusters Score -496216.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -496334.906250 Penalty: 2983.896484
	Iteration 12Q: 3 clusters Score -496334.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -496419.437500 Penalty: 2983.896484
	Iteration 13Q: 3 clusters Score -496419.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -496466.000000 Penalty: 2983.896484
	Iteration 14Q: 3 clusters Score -496466 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -496502.625000 Penalty: 2983.896484
	Iteration 15Q: 3 clusters Score -496502.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -496527.250000 Penalty: 2983.896484
	Iteration 16Q: 3 clusters Score -496527.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -496542.656250 Penalty: 2983.896484
	Iteration 17Q: 3 clusters Score -496542.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -496548.250000 Penalty: 2983.896484
	Iteration 18Q: 3 clusters Score -496548.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -496556.937500 Penalty: 2983.896484
	Iteration 19Q: 3 clusters Score -496556.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -496558.125000 Penalty: 2983.896484
	Iteration 20F: 3 clusters Score -496558.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -496559.562500 Penalty: 2983.896484
	Iteration 21Q: 3 clusters Score -496559.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -496561.593750 Penalty: 2983.896484
	Iteration 22Q: 3 clusters Score -496561.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -496563.781250 Penalty: 2983.896484
	Iteration 23Q: 3 clusters Score -496563.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -496564.531250 Penalty: 2983.896484
	Iteration 24Q: 3 clusters Score -496564.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -496565.375000 Penalty: 2983.896484
	Iteration 25Q: 3 clusters Score -496565.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -496564.562500 Penalty: 2983.896484
	Iteration 26Q: 3 clusters Score -496564.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -496567.375000 Penalty: 2983.896484
	Iteration 27Q: 3 clusters Score -496567.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -496566.593750 Penalty: 2983.896484
	Iteration 28Q: 3 clusters Score -496566.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -496566.656250 Penalty: 2983.896484
	Iteration 29Q: 3 clusters Score -496566.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -496566.656250 Penalty: 2983.896484
	Iteration 30F: 3 clusters Score -496566.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 4 contains 9812 members 
Mstep: Class 7 contains 47506 members 
Mstep: Class 8 contains 11322 members 
Mstep: Class 10 contains 1701 members 
Mstep: Class 12 contains 40428 members 
Mstep: Class 13 contains 45795 members 
Mstep: Class 14 contains 4714 members 
Mstep: Class 16 contains 6992 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 153441 members 
Mstep: Class 19 contains 30286 members 
Mstep: Class 20 contains 2881 members 
Mstep: Class 21 contains 179690 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29088510.000000 Penalty: 32375.896484
Iteration 199Q: 16 clusters Score -2.908851e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40592 members 
Mstep: Class 4 contains 9811 members 
Mstep: Class 7 contains 47320 members 
Mstep: Class 8 contains 11322 members 
Mstep: Class 10 contains 1702 members 
Mstep: Class 12 contains 40445 members 
Mstep: Class 13 contains 45801 members 
Mstep: Class 14 contains 4715 members 
Mstep: Class 16 contains 6994 members 
Mstep: Class 17 contains 1914 members 
Mstep: Class 18 contains 153391 members 
Mstep: Class 19 contains 30216 members 
Mstep: Class 20 contains 2876 members 
Mstep: Class 21 contains 179975 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29088464.000000 Penalty: 32375.896484
Iteration 200F: 16 clusters Score -2.908846e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 4 contains 9808 members 
Mstep: Class 7 contains 47139 members 
Mstep: Class 8 contains 11328 members 
Mstep: Class 10 contains 1701 members 
Mstep: Class 12 contains 40459 members 
Mstep: Class 13 contains 45817 members 
Mstep: Class 14 contains 4716 members 
Mstep: Class 16 contains 6997 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 153345 members 
Mstep: Class 19 contains 30151 members 
Mstep: Class 20 contains 2870 members 
Mstep: Class 21 contains 180232 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29088510.000000 Penalty: 32375.896484
Iteration 201Q: 16 clusters Score -2.908851e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 4 contains 9802 members 
Mstep: Class 7 contains 46975 members 
Mstep: Class 8 contains 11333 members 
Mstep: Class 10 contains 1700 members 
Mstep: Class 12 contains 40477 members 
Mstep: Class 13 contains 45830 members 
Mstep: Class 14 contains 4719 members 
Mstep: Class 16 contains 6997 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 153300 members 
Mstep: Class 19 contains 30091 members 
Mstep: Class 20 contains 2864 members 
Mstep: Class 21 contains 180474 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29088564.000000 Penalty: 32375.896484
Iteration 202Q: 16 clusters Score -2.908856e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 4 contains 9802 members 
Mstep: Class 7 contains 46815 members 
Mstep: Class 8 contains 11337 members 
Mstep: Class 10 contains 1698 members 
Mstep: Class 12 contains 40504 members 
Mstep: Class 13 contains 45846 members 
Mstep: Class 14 contains 4718 members 
Mstep: Class 16 contains 6999 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 153239 members 
Mstep: Class 19 contains 30034 members 
Mstep: Class 20 contains 2857 members 
Mstep: Class 21 contains 180709 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29088552.000000 Penalty: 32375.896484
Iteration 203Q: 16 clusters Score -2.908855e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 4 contains 9792 members 
Mstep: Class 7 contains 46641 members 
Mstep: Class 8 contains 11341 members 
Mstep: Class 10 contains 1697 members 
Mstep: Class 12 contains 40535 members 
Mstep: Class 13 contains 45852 members 
Mstep: Class 14 contains 4716 members 
Mstep: Class 16 contains 7001 members 
Mstep: Class 17 contains 1914 members 
Mstep: Class 18 contains 153184 members 
Mstep: Class 19 contains 29977 members 
Mstep: Class 20 contains 2851 members 
Mstep: Class 21 contains 180969 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29088556.000000 Penalty: 32375.896484
Iteration 204Q: 16 clusters Score -2.908856e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 7 contains 46480 members 
Mstep: Class 8 contains 11356 members 
Mstep: Class 10 contains 1698 members 
Mstep: Class 12 contains 40561 members 
Mstep: Class 13 contains 45861 members 
Mstep: Class 14 contains 4716 members 
Mstep: Class 16 contains 7002 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 153130 members 
Mstep: Class 19 contains 29936 members 
Mstep: Class 20 contains 2844 members 
Mstep: Class 21 contains 181193 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29088560.000000 Penalty: 32375.896484
Iteration 205Q: 16 clusters Score -2.908856e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40597 members 
Mstep: Class 4 contains 9778 members 
Mstep: Class 7 contains 46323 members 
Mstep: Class 8 contains 11366 members 
Mstep: Class 10 contains 1696 members 
Mstep: Class 12 contains 40586 members 
Mstep: Class 13 contains 45859 members 
Mstep: Class 14 contains 4719 members 
Mstep: Class 16 contains 6999 members 
Mstep: Class 17 contains 1914 members 
Mstep: Class 18 contains 153077 members 
Mstep: Class 19 contains 29888 members 
Mstep: Class 20 contains 2839 members 
Mstep: Class 21 contains 181433 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29088580.000000 Penalty: 32375.896484
Iteration 206Q: 16 clusters Score -2.908858e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 4 contains 9772 members 
Mstep: Class 7 contains 46165 members 
Mstep: Class 8 contains 11373 members 
Mstep: Class 10 contains 1696 members 
Mstep: Class 12 contains 40607 members 
Mstep: Class 13 contains 45853 members 
Mstep: Class 14 contains 4721 members 
Mstep: Class 16 contains 6998 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 153027 members 
Mstep: Class 19 contains 29847 members 
Mstep: Class 20 contains 2833 members 
Mstep: Class 21 contains 181671 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29088604.000000 Penalty: 32375.896484
Iteration 207Q: 16 clusters Score -2.90886e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 4 contains 9767 members 
Mstep: Class 7 contains 46014 members 
Mstep: Class 8 contains 11381 members 
Mstep: Class 10 contains 1696 members 
Mstep: Class 12 contains 40623 members 
Mstep: Class 13 contains 45866 members 
Mstep: Class 14 contains 4718 members 
Mstep: Class 16 contains 6998 members 
Mstep: Class 17 contains 1917 members 
Mstep: Class 18 contains 152990 members 
Mstep: Class 19 contains 29813 members 
Mstep: Class 20 contains 2828 members 
Mstep: Class 21 contains 181870 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29088640.000000 Penalty: 32375.896484
Iteration 208Q: 16 clusters Score -2.908864e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 4 contains 9763 members 
Mstep: Class 7 contains 45864 members 
Mstep: Class 8 contains 11389 members 
Mstep: Class 10 contains 1696 members 
Mstep: Class 12 contains 40635 members 
Mstep: Class 13 contains 45894 members 
Mstep: Class 14 contains 4719 members 
Mstep: Class 16 contains 6999 members 
Mstep: Class 17 contains 1918 members 
Mstep: Class 18 contains 152954 members 
Mstep: Class 19 contains 29782 members 
Mstep: Class 20 contains 2823 members 
Mstep: Class 21 contains 182049 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29088684.000000 Penalty: 32375.896484
Iteration 209Q: 16 clusters Score -2.908868e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 4 contains 9760 members 
Mstep: Class 7 contains 45696 members 
Mstep: Class 8 contains 11396 members 
Mstep: Class 10 contains 1700 members 
Mstep: Class 12 contains 40654 members 
Mstep: Class 13 contains 45913 members 
Mstep: Class 14 contains 4713 members 
Mstep: Class 16 contains 6999 members 
Mstep: Class 17 contains 1918 members 
Mstep: Class 18 contains 152919 members 
Mstep: Class 19 contains 29757 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 182247 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29088784.000000 Penalty: 32375.896484
Iteration 210Q: 16 clusters Score -2.908878e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40583 members 
Mstep: Class 4 contains 9763 members 
Mstep: Class 7 contains 45537 members 
Mstep: Class 8 contains 11392 members 
Mstep: Class 10 contains 1704 members 
Mstep: Class 12 contains 40668 members 
Mstep: Class 13 contains 45920 members 
Mstep: Class 14 contains 4714 members 
Mstep: Class 16 contains 7001 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 152889 members 
Mstep: Class 19 contains 29735 members 
Mstep: Class 20 contains 2811 members 
Mstep: Class 21 contains 182437 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29088738.000000 Penalty: 32375.896484
Iteration 211Q: 16 clusters Score -2.908874e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 4 contains 9757 members 
Mstep: Class 7 contains 45378 members 
Mstep: Class 8 contains 11397 members 
Mstep: Class 10 contains 1706 members 
Mstep: Class 12 contains 40686 members 
Mstep: Class 13 contains 45928 members 
Mstep: Class 14 contains 4714 members 
Mstep: Class 16 contains 7001 members 
Mstep: Class 17 contains 1924 members 
Mstep: Class 18 contains 152858 members 
Mstep: Class 19 contains 29704 members 
Mstep: Class 20 contains 2806 members 
Mstep: Class 21 contains 182634 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29088786.000000 Penalty: 32375.896484
Iteration 212Q: 16 clusters Score -2.908879e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40585 members 
Mstep: Class 4 contains 9754 members 
Mstep: Class 7 contains 45191 members 
Mstep: Class 8 contains 11397 members 
Mstep: Class 10 contains 1706 members 
Mstep: Class 12 contains 40706 members 
Mstep: Class 13 contains 45941 members 
Mstep: Class 14 contains 4711 members 
Mstep: Class 16 contains 7003 members 
Mstep: Class 17 contains 1925 members 
Mstep: Class 18 contains 152824 members 
Mstep: Class 19 contains 29674 members 
Mstep: Class 20 contains 2803 members 
Mstep: Class 21 contains 182856 members 
Mstep: Class 22 contains 9711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29088864.000000 Penalty: 32375.896484
Iteration 213Q: 16 clusters Score -2.908886e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 4 contains 9753 members 
Mstep: Class 7 contains 44994 members 
Mstep: Class 8 contains 11395 members 
Mstep: Class 10 contains 1709 members 
Mstep: Class 12 contains 40723 members 
Mstep: Class 13 contains 45959 members 
Mstep: Class 14 contains 4709 members 
Mstep: Class 16 contains 7001 members 
Mstep: Class 17 contains 1926 members 
Mstep: Class 18 contains 152803 members 
Mstep: Class 19 contains 29652 members 
Mstep: Class 20 contains 2801 members 
Mstep: Class 21 contains 183068 members 
Mstep: Class 22 contains 9710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29088782.000000 Penalty: 32375.896484
Iteration 214Q: 16 clusters Score -2.908878e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 4 contains 9752 members 
Mstep: Class 7 contains 44780 members 
Mstep: Class 8 contains 11398 members 
Mstep: Class 10 contains 1712 members 
Mstep: Class 12 contains 40737 members 
Mstep: Class 13 contains 45962 members 
Mstep: Class 14 contains 4703 members 
Mstep: Class 16 contains 7003 members 
Mstep: Class 17 contains 1926 members 
Mstep: Class 18 contains 152776 members 
Mstep: Class 19 contains 29627 members 
Mstep: Class 20 contains 2798 members 
Mstep: Class 21 contains 183322 members 
Mstep: Class 22 contains 9710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29088730.000000 Penalty: 32375.896484
Iteration 215Q: 16 clusters Score -2.908873e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 4 contains 9735 members 
Mstep: Class 7 contains 44553 members 
Mstep: Class 8 contains 11401 members 
Mstep: Class 10 contains 1714 members 
Mstep: Class 12 contains 40747 members 
Mstep: Class 13 contains 45965 members 
Mstep: Class 14 contains 4703 members 
Mstep: Class 16 contains 7004 members 
Mstep: Class 17 contains 1927 members 
Mstep: Class 18 contains 152748 members 
Mstep: Class 19 contains 29599 members 
Mstep: Class 20 contains 2797 members 
Mstep: Class 21 contains 183605 members 
Mstep: Class 22 contains 9710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29088764.000000 Penalty: 32375.896484
Iteration 216Q: 16 clusters Score -2.908876e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 4 contains 9721 members 
Mstep: Class 7 contains 44307 members 
Mstep: Class 8 contains 11399 members 
Mstep: Class 10 contains 1716 members 
Mstep: Class 12 contains 40759 members 
Mstep: Class 13 contains 45964 members 
Mstep: Class 14 contains 4703 members 
Mstep: Class 16 contains 7007 members 
Mstep: Class 17 contains 1923 members 
Mstep: Class 18 contains 152729 members 
Mstep: Class 19 contains 29563 members 
Mstep: Class 20 contains 2796 members 
Mstep: Class 21 contains 183911 members 
Mstep: Class 22 contains 9711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29088810.000000 Penalty: 32375.896484
Iteration 217Q: 16 clusters Score -2.908881e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 4 contains 9703 members 
Mstep: Class 7 contains 44052 members 
Mstep: Class 8 contains 11402 members 
Mstep: Class 10 contains 1715 members 
Mstep: Class 12 contains 40774 members 
Mstep: Class 13 contains 45961 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 16 contains 7010 members 
Mstep: Class 17 contains 1924 members 
Mstep: Class 18 contains 152704 members 
Mstep: Class 19 contains 29529 members 
Mstep: Class 20 contains 2794 members 
Mstep: Class 21 contains 184225 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29088828.000000 Penalty: 32375.896484
Iteration 218Q: 16 clusters Score -2.908883e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 4 contains 9682 members 
Mstep: Class 7 contains 43759 members 
Mstep: Class 8 contains 11404 members 
Mstep: Class 10 contains 1715 members 
Mstep: Class 12 contains 40778 members 
Mstep: Class 13 contains 45973 members 
Mstep: Class 14 contains 4706 members 
Mstep: Class 16 contains 7016 members 
Mstep: Class 17 contains 1925 members 
Mstep: Class 18 contains 152680 members 
Mstep: Class 19 contains 29505 members 
Mstep: Class 20 contains 2794 members 
Mstep: Class 21 contains 184559 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29088756.000000 Penalty: 32375.896484
Iteration 219Q: 16 clusters Score -2.908876e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 4 contains 9668 members 
Mstep: Class 7 contains 43462 members 
Mstep: Class 8 contains 11404 members 
Mstep: Class 10 contains 1715 members 
Mstep: Class 12 contains 40784 members 
Mstep: Class 13 contains 45984 members 
Mstep: Class 14 contains 4708 members 
Mstep: Class 16 contains 7022 members 
Mstep: Class 17 contains 1927 members 
Mstep: Class 18 contains 152645 members 
Mstep: Class 19 contains 29477 members 
Mstep: Class 20 contains 2794 members 
Mstep: Class 21 contains 184913 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29088864.000000 Penalty: 32375.896484
Iteration 220F: 16 clusters Score -2.908886e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 4 contains 9652 members 
Mstep: Class 7 contains 43129 members 
Mstep: Class 8 contains 11411 members 
Mstep: Class 10 contains 1716 members 
Mstep: Class 12 contains 40790 members 
Mstep: Class 13 contains 46013 members 
Mstep: Class 14 contains 4709 members 
Mstep: Class 16 contains 7022 members 
Mstep: Class 17 contains 1926 members 
Mstep: Class 18 contains 152613 members 
Mstep: Class 19 contains 29444 members 
Mstep: Class 20 contains 2791 members 
Mstep: Class 21 contains 185295 members 
Mstep: Class 22 contains 9714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29088940.000000 Penalty: 32375.896484
Iteration 221Q: 16 clusters Score -2.908894e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 4 contains 9647 members 
Mstep: Class 7 contains 42774 members 
Mstep: Class 8 contains 11413 members 
Mstep: Class 10 contains 1713 members 
Mstep: Class 12 contains 40791 members 
Mstep: Class 13 contains 46056 members 
Mstep: Class 14 contains 4714 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 1928 members 
Mstep: Class 18 contains 152573 members 
Mstep: Class 19 contains 29404 members 
Mstep: Class 20 contains 2789 members 
Mstep: Class 21 contains 185703 members 
Mstep: Class 22 contains 9714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29089014.000000 Penalty: 32375.896484
Iteration 222Q: 16 clusters Score -2.908901e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 4 contains 9635 members 
Mstep: Class 7 contains 42403 members 
Mstep: Class 8 contains 11406 members 
Mstep: Class 10 contains 1712 members 
Mstep: Class 12 contains 40796 members 
Mstep: Class 13 contains 46095 members 
Mstep: Class 14 contains 4715 members 
Mstep: Class 16 contains 7023 members 
Mstep: Class 17 contains 1930 members 
Mstep: Class 18 contains 152536 members 
Mstep: Class 19 contains 29365 members 
Mstep: Class 20 contains 2790 members 
Mstep: Class 21 contains 186124 members 
Mstep: Class 22 contains 9714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29089168.000000 Penalty: 32375.896484
Iteration 223Q: 16 clusters Score -2.908917e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 4 contains 9625 members 
Mstep: Class 7 contains 42028 members 
Mstep: Class 8 contains 11406 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 12 contains 40809 members 
Mstep: Class 13 contains 46132 members 
Mstep: Class 14 contains 4714 members 
Mstep: Class 16 contains 7024 members 
Mstep: Class 17 contains 1930 members 
Mstep: Class 18 contains 152477 members 
Mstep: Class 19 contains 29331 members 
Mstep: Class 20 contains 2787 members 
Mstep: Class 21 contains 186554 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29089256.000000 Penalty: 32375.896484
Iteration 224Q: 16 clusters Score -2.908926e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 4 contains 9614 members 
Mstep: Class 7 contains 41626 members 
Mstep: Class 8 contains 11407 members 
Mstep: Class 10 contains 1706 members 
Mstep: Class 12 contains 40821 members 
Mstep: Class 13 contains 46192 members 
Mstep: Class 14 contains 4718 members 
Mstep: Class 16 contains 7026 members 
Mstep: Class 17 contains 1929 members 
Mstep: Class 18 contains 152440 members 
Mstep: Class 19 contains 29281 members 
Mstep: Class 20 contains 2784 members 
Mstep: Class 21 contains 186979 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29089322.000000 Penalty: 32375.896484
Iteration 225Q: 16 clusters Score -2.908932e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 4 contains 9605 members 
Mstep: Class 7 contains 41204 members 
Mstep: Class 8 contains 11415 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 12 contains 40835 members 
Mstep: Class 13 contains 46248 members 
Mstep: Class 14 contains 4718 members 
Mstep: Class 16 contains 7035 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 152413 members 
Mstep: Class 19 contains 29240 members 
Mstep: Class 20 contains 2778 members 
Mstep: Class 21 contains 187390 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29089478.000000 Penalty: 32375.896484
Iteration 226Q: 16 clusters Score -2.908948e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 4 contains 9598 members 
Mstep: Class 7 contains 40754 members 
Mstep: Class 8 contains 11430 members 
Mstep: Class 10 contains 1707 members 
Mstep: Class 12 contains 40843 members 
Mstep: Class 13 contains 46327 members 
Mstep: Class 14 contains 4717 members 
Mstep: Class 16 contains 7042 members 
Mstep: Class 17 contains 1944 members 
Mstep: Class 18 contains 152396 members 
Mstep: Class 19 contains 29201 members 
Mstep: Class 20 contains 2774 members 
Mstep: Class 21 contains 187793 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29089636.000000 Penalty: 32375.896484
Iteration 227Q: 16 clusters Score -2.908964e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 4 contains 9584 members 
Mstep: Class 7 contains 40295 members 
Mstep: Class 8 contains 11438 members 
Mstep: Class 10 contains 1706 members 
Mstep: Class 12 contains 40848 members 
Mstep: Class 13 contains 46406 members 
Mstep: Class 14 contains 4719 members 
Mstep: Class 16 contains 7048 members 
Mstep: Class 17 contains 1944 members 
Mstep: Class 18 contains 152392 members 
Mstep: Class 19 contains 29161 members 
Mstep: Class 20 contains 2775 members 
Mstep: Class 21 contains 188207 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29089634.000000 Penalty: 32375.896484
Iteration 228Q: 16 clusters Score -2.908963e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 4 contains 9575 members 
Mstep: Class 7 contains 39826 members 
Mstep: Class 8 contains 11444 members 
Mstep: Class 10 contains 1706 members 
Mstep: Class 12 contains 40850 members 
Mstep: Class 13 contains 46500 members 
Mstep: Class 14 contains 4718 members 
Mstep: Class 16 contains 7055 members 
Mstep: Class 17 contains 1948 members 
Mstep: Class 18 contains 152382 members 
Mstep: Class 19 contains 29127 members 
Mstep: Class 20 contains 2774 members 
Mstep: Class 21 contains 188621 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29089860.000000 Penalty: 32375.896484
Iteration 229Q: 16 clusters Score -2.908986e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40545 members 
Mstep: Class 4 contains 9554 members 
Mstep: Class 7 contains 39365 members 
Mstep: Class 8 contains 11456 members 
Mstep: Class 10 contains 1704 members 
Mstep: Class 12 contains 40855 members 
Mstep: Class 13 contains 46593 members 
Mstep: Class 14 contains 4717 members 
Mstep: Class 16 contains 7074 members 
Mstep: Class 17 contains 1946 members 
Mstep: Class 18 contains 152355 members 
Mstep: Class 19 contains 29091 members 
Mstep: Class 20 contains 2770 members 
Mstep: Class 21 contains 189049 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29089930.000000 Penalty: 32375.896484
Iteration 230Q: 16 clusters Score -2.908993e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40545 members 
Mstep: Class 4 contains 9530 members 
Mstep: Class 7 contains 38923 members 
Mstep: Class 8 contains 11465 members 
Mstep: Class 10 contains 1702 members 
Mstep: Class 12 contains 40860 members 
Mstep: Class 13 contains 46661 members 
Mstep: Class 14 contains 4715 members 
Mstep: Class 16 contains 7091 members 
Mstep: Class 17 contains 1948 members 
Mstep: Class 18 contains 152329 members 
Mstep: Class 19 contains 29056 members 
Mstep: Class 20 contains 2766 members 
Mstep: Class 21 contains 189483 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090144.000000 Penalty: 32375.896484
Iteration 231Q: 16 clusters Score -2.909014e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 4 contains 9501 members 
Mstep: Class 7 contains 38481 members 
Mstep: Class 8 contains 11479 members 
Mstep: Class 10 contains 1702 members 
Mstep: Class 12 contains 40863 members 
Mstep: Class 13 contains 46724 members 
Mstep: Class 14 contains 4715 members 
Mstep: Class 16 contains 7105 members 
Mstep: Class 17 contains 1948 members 
Mstep: Class 18 contains 152305 members 
Mstep: Class 19 contains 29031 members 
Mstep: Class 20 contains 2762 members 
Mstep: Class 21 contains 189910 members 
Mstep: Class 22 contains 9714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090176.000000 Penalty: 32375.896484
Iteration 232Q: 16 clusters Score -2.909018e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 4 contains 9479 members 
Mstep: Class 7 contains 38074 members 
Mstep: Class 8 contains 11494 members 
Mstep: Class 10 contains 1701 members 
Mstep: Class 12 contains 40863 members 
Mstep: Class 13 contains 46769 members 
Mstep: Class 14 contains 4715 members 
Mstep: Class 16 contains 7111 members 
Mstep: Class 17 contains 1958 members 
Mstep: Class 18 contains 152281 members 
Mstep: Class 19 contains 29009 members 
Mstep: Class 20 contains 2756 members 
Mstep: Class 21 contains 190317 members 
Mstep: Class 22 contains 9714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090196.000000 Penalty: 32375.896484
Iteration 233Q: 16 clusters Score -2.90902e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 4 contains 9456 members 
Mstep: Class 7 contains 37663 members 
Mstep: Class 8 contains 11505 members 
Mstep: Class 10 contains 1700 members 
Mstep: Class 12 contains 40867 members 
Mstep: Class 13 contains 46805 members 
Mstep: Class 14 contains 4716 members 
Mstep: Class 16 contains 7112 members 
Mstep: Class 17 contains 1963 members 
Mstep: Class 18 contains 152247 members 
Mstep: Class 19 contains 28994 members 
Mstep: Class 20 contains 2751 members 
Mstep: Class 21 contains 190757 members 
Mstep: Class 22 contains 9714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090298.000000 Penalty: 32375.896484
Iteration 234Q: 16 clusters Score -2.90903e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 4 contains 9439 members 
Mstep: Class 7 contains 37317 members 
Mstep: Class 8 contains 11508 members 
Mstep: Class 10 contains 1698 members 
Mstep: Class 12 contains 40872 members 
Mstep: Class 13 contains 46810 members 
Mstep: Class 14 contains 4716 members 
Mstep: Class 16 contains 7115 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 152216 members 
Mstep: Class 19 contains 28987 members 
Mstep: Class 20 contains 2750 members 
Mstep: Class 21 contains 191150 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090372.000000 Penalty: 32375.896484
Iteration 235Q: 16 clusters Score -2.909037e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 4 contains 9408 members 
Mstep: Class 7 contains 37013 members 
Mstep: Class 8 contains 11512 members 
Mstep: Class 10 contains 1699 members 
Mstep: Class 12 contains 40883 members 
Mstep: Class 13 contains 46811 members 
Mstep: Class 14 contains 4713 members 
Mstep: Class 16 contains 7122 members 
Mstep: Class 17 contains 1969 members 
Mstep: Class 18 contains 152190 members 
Mstep: Class 19 contains 28983 members 
Mstep: Class 20 contains 2749 members 
Mstep: Class 21 contains 191489 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090490.000000 Penalty: 32375.896484
Iteration 236Q: 16 clusters Score -2.909049e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 4 contains 9384 members 
Mstep: Class 7 contains 36726 members 
Mstep: Class 8 contains 11516 members 
Mstep: Class 10 contains 1696 members 
Mstep: Class 12 contains 40894 members 
Mstep: Class 13 contains 46800 members 
Mstep: Class 14 contains 4710 members 
Mstep: Class 16 contains 7130 members 
Mstep: Class 17 contains 1969 members 
Mstep: Class 18 contains 152172 members 
Mstep: Class 19 contains 28982 members 
Mstep: Class 20 contains 2749 members 
Mstep: Class 21 contains 191813 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090454.000000 Penalty: 32375.896484
Iteration 237Q: 16 clusters Score -2.909045e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 4 contains 9372 members 
Mstep: Class 7 contains 36460 members 
Mstep: Class 8 contains 11521 members 
Mstep: Class 10 contains 1695 members 
Mstep: Class 12 contains 40900 members 
Mstep: Class 13 contains 46790 members 
Mstep: Class 14 contains 4708 members 
Mstep: Class 16 contains 7138 members 
Mstep: Class 17 contains 1970 members 
Mstep: Class 18 contains 152147 members 
Mstep: Class 19 contains 28977 members 
Mstep: Class 20 contains 2749 members 
Mstep: Class 21 contains 192116 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090410.000000 Penalty: 32375.896484
Iteration 238Q: 16 clusters Score -2.909041e+07 nChanged 467
Entering ConstructFrom: 
Score: -29090410.000000 Penalty: 32375.896484
Entering ConstructFrom: 
Trying to split cluster 1 (40536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Entering Unmasked Estep 
Score: -2057927.625000 Penalty: 1724.116089
	Iteration 0F: 2 clusters Score -2057928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -2030820.750000 Penalty: 3448.232178
	Iteration 0F: 3 clusters Score -2030821 nChanged 18948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -2041467.750000 Penalty: 3448.232178
	Iteration 1F: 3 clusters Score -2041468 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -2041982.125000 Penalty: 3448.232178
	Iteration 2Q: 3 clusters Score -2041982 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -2042626.750000 Penalty: 3448.232178
	Iteration 3Q: 3 clusters Score -2042627 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -2043462.875000 Penalty: 3448.232178
	Iteration 4Q: 3 clusters Score -2043463 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -2044814.625000 Penalty: 3448.232178
	Iteration 5F: 3 clusters Score -2044815 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -2046800.625000 Penalty: 3448.232178
	Iteration 6F: 3 clusters Score -2046801 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -2049486.625000 Penalty: 3448.232178
	Iteration 7F: 3 clusters Score -2049487 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -2052329.375000 Penalty: 3448.232178
	Iteration 8F: 3 clusters Score -2052329 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2054550.500000 Penalty: 3448.232178
	Iteration 9F: 3 clusters Score -2054550 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2055658.875000 Penalty: 3448.232178
	Iteration 10Q: 3 clusters Score -2055659 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2056064.750000 Penalty: 3448.232178
	Iteration 11Q: 3 clusters Score -2056065 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2056231.625000 Penalty: 3448.232178
	Iteration 12Q: 3 clusters Score -2056232 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2056336.500000 Penalty: 3448.232178
	Iteration 13Q: 3 clusters Score -2056336 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2056383.375000 Penalty: 3448.232178
	Iteration 14Q: 3 clusters Score -2056383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2056407.625000 Penalty: 3448.232178
	Iteration 15Q: 3 clusters Score -2056408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2056432.500000 Penalty: 3448.232178
	Iteration 16Q: 3 clusters Score -2056432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2056443.625000 Penalty: 3448.232178
	Iteration 17Q: 3 clusters Score -2056444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2056449.625000 Penalty: 3448.232178
	Iteration 18Q: 3 clusters Score -2056450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -2056452.250000 Penalty: 3448.232178
	Iteration 19Q: 3 clusters Score -2056452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2056454.875000 Penalty: 3448.232178
	Iteration 20F: 3 clusters Score -2056455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Entering Unmasked Estep 
Score: -486590.687500 Penalty: 1485.967285
	Iteration 0F: 2 clusters Score -486590.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -479803.781250 Penalty: 2971.934570
	Iteration 0F: 3 clusters Score -479803.8 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -481959.812500 Penalty: 2971.934570
	Iteration 1F: 3 clusters Score -481959.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -482182.593750 Penalty: 2971.934570
	Iteration 2F: 3 clusters Score -482182.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -482344.093750 Penalty: 2971.934570
	Iteration 3Q: 3 clusters Score -482344.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -482474.406250 Penalty: 2971.934570
	Iteration 4Q: 3 clusters Score -482474.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -482583.718750 Penalty: 2971.934570
	Iteration 5Q: 3 clusters Score -482583.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -482682.375000 Penalty: 2971.934570
	Iteration 6Q: 3 clusters Score -482682.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -482778.281250 Penalty: 2971.934570
	Iteration 7Q: 3 clusters Score -482778.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -482880.125000 Penalty: 2971.934570
	Iteration 8Q: 3 clusters Score -482880.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -483013.875000 Penalty: 2971.934570
	Iteration 9Q: 3 clusters Score -483013.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -483163.843750 Penalty: 2971.934570
	Iteration 10Q: 3 clusters Score -483163.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -483324.843750 Penalty: 2971.934570
	Iteration 11Q: 3 clusters Score -483324.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -483516.093750 Penalty: 2971.934570
	Iteration 12Q: 3 clusters Score -483516.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -483711.093750 Penalty: 2971.934570
	Iteration 13Q: 3 clusters Score -483711.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -483905.125000 Penalty: 2971.934570
	Iteration 14Q: 3 clusters Score -483905.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -484055.937500 Penalty: 2971.934570
	Iteration 15Q: 3 clusters Score -484055.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -484167.718750 Penalty: 2971.934570
	Iteration 16Q: 3 clusters Score -484167.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -484236.468750 Penalty: 2971.934570
	Iteration 17Q: 3 clusters Score -484236.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -484289.781250 Penalty: 2971.934570
	Iteration 18Q: 3 clusters Score -484289.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -484339.062500 Penalty: 2971.934570
	Iteration 19Q: 3 clusters Score -484339.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -484390.531250 Penalty: 2971.934570
	Iteration 20F: 3 clusters Score -484390.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -484436.625000 Penalty: 2971.934570
	Iteration 21Q: 3 clusters Score -484436.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -484484.968750 Penalty: 2971.934570
	Iteration 22Q: 3 clusters Score -484485 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -484530.812500 Penalty: 2971.934570
	Iteration 23Q: 3 clusters Score -484530.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -484568.093750 Penalty: 2971.934570
	Iteration 24Q: 3 clusters Score -484568.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -484605.437500 Penalty: 2971.934570
	Iteration 25Q: 3 clusters Score -484605.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -484640.312500 Penalty: 2971.934570
	Iteration 26Q: 3 clusters Score -484640.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -484680.906250 Penalty: 2971.934570
	Iteration 27Q: 3 clusters Score -484680.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -484706.406250 Penalty: 2971.934570
	Iteration 28Q: 3 clusters Score -484706.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -484731.281250 Penalty: 2971.934570
	Iteration 29Q: 3 clusters Score -484731.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -484757.875000 Penalty: 2971.934570
	Iteration 30Q: 3 clusters Score -484757.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -484784.812500 Penalty: 2971.934570
	Iteration 31Q: 3 clusters Score -484784.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -484810.562500 Penalty: 2971.934570
	Iteration 32Q: 3 clusters Score -484810.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -484835.218750 Penalty: 2971.934570
	Iteration 33Q: 3 clusters Score -484835.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -484858.250000 Penalty: 2971.934570
	Iteration 34Q: 3 clusters Score -484858.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -484881.593750 Penalty: 2971.934570
	Iteration 35Q: 3 clusters Score -484881.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -484904.187500 Penalty: 2971.934570
	Iteration 36Q: 3 clusters Score -484904.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -484926.000000 Penalty: 2971.934570
	Iteration 37Q: 3 clusters Score -484926 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -484938.250000 Penalty: 2971.934570
	Iteration 38Q: 3 clusters Score -484938.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -484949.750000 Penalty: 2971.934570
	Iteration 39Q: 3 clusters Score -484949.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -484959.843750 Penalty: 2971.934570
	Iteration 40F: 3 clusters Score -484959.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -484969.906250 Penalty: 2971.934570
	Iteration 41Q: 3 clusters Score -484969.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -484982.281250 Penalty: 2971.934570
	Iteration 42Q: 3 clusters Score -484982.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -484990.125000 Penalty: 2971.934570
	Iteration 43Q: 3 clusters Score -484990.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -484996.812500 Penalty: 2971.934570
	Iteration 44Q: 3 clusters Score -484996.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -485004.937500 Penalty: 2971.934570
	Iteration 45Q: 3 clusters Score -485004.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -485012.906250 Penalty: 2971.934570
	Iteration 46Q: 3 clusters Score -485012.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -485020.031250 Penalty: 2971.934570
	Iteration 47Q: 3 clusters Score -485020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -485028.781250 Penalty: 2971.934570
	Iteration 48Q: 3 clusters Score -485028.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -485040.500000 Penalty: 2971.934570
	Iteration 49Q: 3 clusters Score -485040.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -485052.562500 Penalty: 2971.934570
	Iteration 50Q: 3 clusters Score -485052.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -485063.218750 Penalty: 2971.934570
	Iteration 51Q: 3 clusters Score -485063.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -485070.656250 Penalty: 2971.934570
	Iteration 52Q: 3 clusters Score -485070.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -485080.718750 Penalty: 2971.934570
	Iteration 53Q: 3 clusters Score -485080.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -485091.625000 Penalty: 2971.934570
	Iteration 54Q: 3 clusters Score -485091.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -485102.187500 Penalty: 2971.934570
	Iteration 55Q: 3 clusters Score -485102.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -485118.687500 Penalty: 2971.934570
	Iteration 56Q: 3 clusters Score -485118.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -485131.062500 Penalty: 2971.934570
	Iteration 57Q: 3 clusters Score -485131.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -485154.187500 Penalty: 2971.934570
	Iteration 58Q: 3 clusters Score -485154.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -485172.875000 Penalty: 2971.934570
	Iteration 59Q: 3 clusters Score -485172.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -485186.281250 Penalty: 2971.934570
	Iteration 60F: 3 clusters Score -485186.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -485200.437500 Penalty: 2971.934570
	Iteration 61Q: 3 clusters Score -485200.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -485210.093750 Penalty: 2971.934570
	Iteration 62Q: 3 clusters Score -485210.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -485217.593750 Penalty: 2971.934570
	Iteration 63Q: 3 clusters Score -485217.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -485222.968750 Penalty: 2971.934570
	Iteration 64Q: 3 clusters Score -485223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -485231.781250 Penalty: 2971.934570
	Iteration 65Q: 3 clusters Score -485231.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -485240.156250 Penalty: 2971.934570
	Iteration 66Q: 3 clusters Score -485240.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -485246.250000 Penalty: 2971.934570
	Iteration 67Q: 3 clusters Score -485246.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -485251.468750 Penalty: 2971.934570
	Iteration 68Q: 3 clusters Score -485251.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -485256.781250 Penalty: 2971.934570
	Iteration 69Q: 3 clusters Score -485256.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -485258.906250 Penalty: 2971.934570
	Iteration 70Q: 3 clusters Score -485258.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -485261.812500 Penalty: 2971.934570
	Iteration 71Q: 3 clusters Score -485261.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -485264.406250 Penalty: 2971.934570
	Iteration 72Q: 3 clusters Score -485264.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -485266.875000 Penalty: 2971.934570
	Iteration 73Q: 3 clusters Score -485266.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -485266.500000 Penalty: 2971.934570
	Iteration 74Q: 3 clusters Score -485266.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -485269.312500 Penalty: 2971.934570
	Iteration 75Q: 3 clusters Score -485269.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -485270.468750 Penalty: 2971.934570
	Iteration 76Q: 3 clusters Score -485270.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -485272.781250 Penalty: 2971.934570
	Iteration 77Q: 3 clusters Score -485272.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -485273.062500 Penalty: 2971.934570
	Iteration 78Q: 3 clusters Score -485273.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -485275.656250 Penalty: 2971.934570
	Iteration 79Q: 3 clusters Score -485275.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -485277.343750 Penalty: 2971.934570
	Iteration 80F: 3 clusters Score -485277.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -485278.750000 Penalty: 2971.934570
	Iteration 81Q: 3 clusters Score -485278.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -485279.468750 Penalty: 2971.934570
	Iteration 82Q: 3 clusters Score -485279.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -485279.781250 Penalty: 2971.934570
	Iteration 83Q: 3 clusters Score -485279.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -485279.312500 Penalty: 2971.934570
	Iteration 84Q: 3 clusters Score -485279.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -485279.312500 Penalty: 2971.934570
	Iteration 85F: 3 clusters Score -485279.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Entering Unmasked Estep 
Score: -1861295.250000 Penalty: 1705.804199
	Iteration 0F: 2 clusters Score -1861295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -1837136.875000 Penalty: 3411.608398
	Iteration 0F: 3 clusters Score -1837137 nChanged 16723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -1846389.625000 Penalty: 3411.608398
	Iteration 1F: 3 clusters Score -1846390 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -1847062.375000 Penalty: 3411.608398
	Iteration 2Q: 3 clusters Score -1847062 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -1847968.625000 Penalty: 3411.608398
	Iteration 3F: 3 clusters Score -1847969 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -1849267.625000 Penalty: 3411.608398
	Iteration 4F: 3 clusters Score -1849268 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1850923.875000 Penalty: 3411.608398
	Iteration 5F: 3 clusters Score -1850924 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1853007.750000 Penalty: 3411.608398
	Iteration 6F: 3 clusters Score -1853008 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1855292.500000 Penalty: 3411.608398
	Iteration 7F: 3 clusters Score -1855292 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1857220.375000 Penalty: 3411.608398
	Iteration 8F: 3 clusters Score -1857220 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1858379.000000 Penalty: 3411.608398
	Iteration 9Q: 3 clusters Score -1858379 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1858968.125000 Penalty: 3411.608398
	Iteration 10Q: 3 clusters Score -1858968 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1859267.750000 Penalty: 3411.608398
	Iteration 11Q: 3 clusters Score -1859268 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1859486.625000 Penalty: 3411.608398
	Iteration 12Q: 3 clusters Score -1859487 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1859659.125000 Penalty: 3411.608398
	Iteration 13Q: 3 clusters Score -1859659 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1859799.125000 Penalty: 3411.608398
	Iteration 14Q: 3 clusters Score -1859799 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1859925.625000 Penalty: 3411.608398
	Iteration 15Q: 3 clusters Score -1859926 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1860033.375000 Penalty: 3411.608398
	Iteration 16Q: 3 clusters Score -1860033 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1860112.125000 Penalty: 3411.608398
	Iteration 17Q: 3 clusters Score -1860112 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1860163.500000 Penalty: 3411.608398
	Iteration 18Q: 3 clusters Score -1860164 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1860198.250000 Penalty: 3411.608398
	Iteration 19Q: 3 clusters Score -1860198 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1860236.625000 Penalty: 3411.608398
	Iteration 20F: 3 clusters Score -1860237 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1860255.625000 Penalty: 3411.608398
	Iteration 21Q: 3 clusters Score -1860256 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1860265.500000 Penalty: 3411.608398
	Iteration 22Q: 3 clusters Score -1860266 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1860280.625000 Penalty: 3411.608398
	Iteration 23Q: 3 clusters Score -1860281 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1860286.250000 Penalty: 3411.608398
	Iteration 24Q: 3 clusters Score -1860286 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1860286.500000 Penalty: 3411.608398
	Iteration 25Q: 3 clusters Score -1860286 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1860292.375000 Penalty: 3411.608398
	Iteration 26Q: 3 clusters Score -1860292 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1860299.625000 Penalty: 3411.608398
	Iteration 27Q: 3 clusters Score -1860300 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1860307.125000 Penalty: 3411.608398
	Iteration 28Q: 3 clusters Score -1860307 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30841 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1860310.875000 Penalty: 3411.608398
	Iteration 29Q: 3 clusters Score -1860311 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1860314.125000 Penalty: 3411.608398
	Iteration 30Q: 3 clusters Score -1860314 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1860325.500000 Penalty: 3411.608398
	Iteration 31Q: 3 clusters Score -1860326 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1860334.250000 Penalty: 3411.608398
	Iteration 32Q: 3 clusters Score -1860334 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1860332.375000 Penalty: 3411.608398
	Iteration 33Q: 3 clusters Score -1860332 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1860337.750000 Penalty: 3411.608398
	Iteration 34Q: 3 clusters Score -1860338 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1860346.375000 Penalty: 3411.608398
	Iteration 35Q: 3 clusters Score -1860346 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1860348.500000 Penalty: 3411.608398
	Iteration 36Q: 3 clusters Score -1860348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1860346.750000 Penalty: 3411.608398
	Iteration 37Q: 3 clusters Score -1860347 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1860357.250000 Penalty: 3411.608398
	Iteration 38Q: 3 clusters Score -1860357 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1860360.625000 Penalty: 3411.608398
	Iteration 39Q: 3 clusters Score -1860361 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1860363.375000 Penalty: 3411.608398
	Iteration 40F: 3 clusters Score -1860363 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1860365.625000 Penalty: 3411.608398
	Iteration 41Q: 3 clusters Score -1860366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1860370.875000 Penalty: 3411.608398
	Iteration 42Q: 3 clusters Score -1860371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1860370.500000 Penalty: 3411.608398
	Iteration 43Q: 3 clusters Score -1860370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1860372.250000 Penalty: 3411.608398
	Iteration 44Q: 3 clusters Score -1860372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1860374.875000 Penalty: 3411.608398
	Iteration 45Q: 3 clusters Score -1860375 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1860383.125000 Penalty: 3411.608398
	Iteration 46Q: 3 clusters Score -1860383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1860382.500000 Penalty: 3411.608398
	Iteration 47Q: 3 clusters Score -1860382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1860381.875000 Penalty: 3411.608398
	Iteration 48Q: 3 clusters Score -1860382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1860378.875000 Penalty: 3411.608398
	Iteration 49Q: 3 clusters Score -1860379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1860377.875000 Penalty: 3411.608398
	Iteration 50Q: 3 clusters Score -1860378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1860375.000000 Penalty: 3411.608398
	Iteration 51Q: 3 clusters Score -1860375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1860374.500000 Penalty: 3411.608398
	Iteration 52Q: 3 clusters Score -1860374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1860374.875000 Penalty: 3411.608398
	Iteration 53Q: 3 clusters Score -1860375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1860376.875000 Penalty: 3411.608398
	Iteration 54Q: 3 clusters Score -1860377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1860376.375000 Penalty: 3411.608398
	Iteration 55Q: 3 clusters Score -1860376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1860377.125000 Penalty: 3411.608398
	Iteration 56Q: 3 clusters Score -1860377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1860377.875000 Penalty: 3411.608398
	Iteration 57Q: 3 clusters Score -1860378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1860378.750000 Penalty: 3411.608398
	Iteration 58Q: 3 clusters Score -1860379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1860377.500000 Penalty: 3411.608398
	Iteration 59Q: 3 clusters Score -1860378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1860379.500000 Penalty: 3411.608398
	Iteration 60F: 3 clusters Score -1860380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Entering Unmasked Estep 
Score: -570312.062500 Penalty: 1519.730469
	Iteration 0F: 2 clusters Score -570312.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -562242.687500 Penalty: 3039.460938
	Iteration 0F: 3 clusters Score -562242.7 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -564860.562500 Penalty: 3039.460938
	Iteration 1F: 3 clusters Score -564860.6 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -565112.062500 Penalty: 3039.460938
	Iteration 2F: 3 clusters Score -565112.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -565276.125000 Penalty: 3039.460938
	Iteration 3Q: 3 clusters Score -565276.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -565387.000000 Penalty: 3039.460938
	Iteration 4Q: 3 clusters Score -565387 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -565473.437500 Penalty: 3039.460938
	Iteration 5Q: 3 clusters Score -565473.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -565553.250000 Penalty: 3039.460938
	Iteration 6Q: 3 clusters Score -565553.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -565639.250000 Penalty: 3039.460938
	Iteration 7Q: 3 clusters Score -565639.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -565713.687500 Penalty: 3039.460938
	Iteration 8Q: 3 clusters Score -565713.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -565781.062500 Penalty: 3039.460938
	Iteration 9Q: 3 clusters Score -565781.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -565851.937500 Penalty: 3039.460938
	Iteration 10Q: 3 clusters Score -565851.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -565923.187500 Penalty: 3039.460938
	Iteration 11Q: 3 clusters Score -565923.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -566004.125000 Penalty: 3039.460938
	Iteration 12Q: 3 clusters Score -566004.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -566090.312500 Penalty: 3039.460938
	Iteration 13Q: 3 clusters Score -566090.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -566197.937500 Penalty: 3039.460938
	Iteration 14Q: 3 clusters Score -566197.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -566334.187500 Penalty: 3039.460938
	Iteration 15Q: 3 clusters Score -566334.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -566517.750000 Penalty: 3039.460938
	Iteration 16Q: 3 clusters Score -566517.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -566726.562500 Penalty: 3039.460938
	Iteration 17Q: 3 clusters Score -566726.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -566956.437500 Penalty: 3039.460938
	Iteration 18Q: 3 clusters Score -566956.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -567258.312500 Penalty: 3039.460938
	Iteration 19Q: 3 clusters Score -567258.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -567603.500000 Penalty: 3039.460938
	Iteration 20F: 3 clusters Score -567603.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -567991.875000 Penalty: 3039.460938
	Iteration 21Q: 3 clusters Score -567991.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -568322.625000 Penalty: 3039.460938
	Iteration 22Q: 3 clusters Score -568322.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -568511.250000 Penalty: 3039.460938
	Iteration 23Q: 3 clusters Score -568511.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -568629.062500 Penalty: 3039.460938
	Iteration 24Q: 3 clusters Score -568629.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -568701.562500 Penalty: 3039.460938
	Iteration 25Q: 3 clusters Score -568701.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -568750.500000 Penalty: 3039.460938
	Iteration 26Q: 3 clusters Score -568750.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -568777.250000 Penalty: 3039.460938
	Iteration 27Q: 3 clusters Score -568777.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -568795.437500 Penalty: 3039.460938
	Iteration 28Q: 3 clusters Score -568795.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -568813.250000 Penalty: 3039.460938
	Iteration 29Q: 3 clusters Score -568813.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -568833.750000 Penalty: 3039.460938
	Iteration 30Q: 3 clusters Score -568833.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -568857.562500 Penalty: 3039.460938
	Iteration 31Q: 3 clusters Score -568857.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -568877.625000 Penalty: 3039.460938
	Iteration 32Q: 3 clusters Score -568877.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -568893.437500 Penalty: 3039.460938
	Iteration 33Q: 3 clusters Score -568893.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -568910.312500 Penalty: 3039.460938
	Iteration 34Q: 3 clusters Score -568910.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -568925.750000 Penalty: 3039.460938
	Iteration 35Q: 3 clusters Score -568925.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -568942.562500 Penalty: 3039.460938
	Iteration 36Q: 3 clusters Score -568942.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -568954.312500 Penalty: 3039.460938
	Iteration 37Q: 3 clusters Score -568954.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -568965.812500 Penalty: 3039.460938
	Iteration 38Q: 3 clusters Score -568965.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -568973.625000 Penalty: 3039.460938
	Iteration 39Q: 3 clusters Score -568973.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -568978.562500 Penalty: 3039.460938
	Iteration 40F: 3 clusters Score -568978.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -568982.000000 Penalty: 3039.460938
	Iteration 41Q: 3 clusters Score -568982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -568982.812500 Penalty: 3039.460938
	Iteration 42Q: 3 clusters Score -568982.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -568984.562500 Penalty: 3039.460938
	Iteration 43Q: 3 clusters Score -568984.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -568985.750000 Penalty: 3039.460938
	Iteration 44Q: 3 clusters Score -568985.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -568987.937500 Penalty: 3039.460938
	Iteration 45Q: 3 clusters Score -568987.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -568989.000000 Penalty: 3039.460938
	Iteration 46Q: 3 clusters Score -568989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -568990.437500 Penalty: 3039.460938
	Iteration 47Q: 3 clusters Score -568990.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -568989.687500 Penalty: 3039.460938
	Iteration 48Q: 3 clusters Score -568989.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -568993.625000 Penalty: 3039.460938
	Iteration 49Q: 3 clusters Score -568993.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -568994.750000 Penalty: 3039.460938
	Iteration 50Q: 3 clusters Score -568994.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -568995.312500 Penalty: 3039.460938
	Iteration 51Q: 3 clusters Score -568995.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -568996.625000 Penalty: 3039.460938
	Iteration 52Q: 3 clusters Score -568996.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -568996.312500 Penalty: 3039.460938
	Iteration 53Q: 3 clusters Score -568996.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -568997.125000 Penalty: 3039.460938
	Iteration 54Q: 3 clusters Score -568997.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -568997.125000 Penalty: 3039.460938
	Iteration 55F: 3 clusters Score -568997.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Entering Unmasked Estep 
Score: -80350.703125 Penalty: 1208.354492
	Iteration 0F: 2 clusters Score -80350.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -78409.296875 Penalty: 2416.708984
	Iteration 0F: 3 clusters Score -78409.3 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -78817.757812 Penalty: 2416.708984
	Iteration 1F: 3 clusters Score -78817.76 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -78920.968750 Penalty: 2416.708984
	Iteration 2F: 3 clusters Score -78920.97 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -78976.062500 Penalty: 2416.708984
	Iteration 3Q: 3 clusters Score -78976.06 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -79013.687500 Penalty: 2416.708984
	Iteration 4Q: 3 clusters Score -79013.69 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -79029.406250 Penalty: 2416.708984
	Iteration 5Q: 3 clusters Score -79029.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -79040.453125 Penalty: 2416.708984
	Iteration 6Q: 3 clusters Score -79040.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -79051.851562 Penalty: 2416.708984
	Iteration 7Q: 3 clusters Score -79051.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -79058.335938 Penalty: 2416.708984
	Iteration 8Q: 3 clusters Score -79058.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -79061.656250 Penalty: 2416.708984
	Iteration 9Q: 3 clusters Score -79061.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -79065.664062 Penalty: 2416.708984
	Iteration 10Q: 3 clusters Score -79065.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -79069.718750 Penalty: 2416.708984
	Iteration 11Q: 3 clusters Score -79069.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -79075.046875 Penalty: 2416.708984
	Iteration 12Q: 3 clusters Score -79075.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -79076.281250 Penalty: 2416.708984
	Iteration 13Q: 3 clusters Score -79076.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -79077.906250 Penalty: 2416.708984
	Iteration 14Q: 3 clusters Score -79077.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -79078.437500 Penalty: 2416.708984
	Iteration 15Q: 3 clusters Score -79078.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -79078.453125 Penalty: 2416.708984
	Iteration 16Q: 3 clusters Score -79078.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -79078.453125 Penalty: 2416.708984
	Iteration 17F: 3 clusters Score -79078.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (40904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Entering Unmasked Estep 
Score: -2172233.750000 Penalty: 1725.584839
	Iteration 0F: 2 clusters Score -2172234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2144715.250000 Penalty: 3451.169678
	Iteration 0F: 3 clusters Score -2144715 nChanged 19129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -2156273.250000 Penalty: 3451.169678
	Iteration 1F: 3 clusters Score -2156273 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -2157884.750000 Penalty: 3451.169678
	Iteration 2F: 3 clusters Score -2157885 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -2160264.000000 Penalty: 3451.169678
	Iteration 3F: 3 clusters Score -2160264 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -2163403.250000 Penalty: 3451.169678
	Iteration 4F: 3 clusters Score -2163403 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -2166928.000000 Penalty: 3451.169678
	Iteration 5F: 3 clusters Score -2166928 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -2169388.750000 Penalty: 3451.169678
	Iteration 6F: 3 clusters Score -2169389 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -2170443.000000 Penalty: 3451.169678
	Iteration 7Q: 3 clusters Score -2170443 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2170889.000000 Penalty: 3451.169678
	Iteration 8Q: 3 clusters Score -2170889 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2171156.000000 Penalty: 3451.169678
	Iteration 9Q: 3 clusters Score -2171156 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2171298.500000 Penalty: 3451.169678
	Iteration 10Q: 3 clusters Score -2171298 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -2171381.250000 Penalty: 3451.169678
	Iteration 11Q: 3 clusters Score -2171381 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -2171434.500000 Penalty: 3451.169678
	Iteration 12Q: 3 clusters Score -2171434 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2171458.000000 Penalty: 3451.169678
	Iteration 13Q: 3 clusters Score -2171458 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -2171489.500000 Penalty: 3451.169678
	Iteration 14Q: 3 clusters Score -2171490 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2171512.500000 Penalty: 3451.169678
	Iteration 15Q: 3 clusters Score -2171512 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -2171523.500000 Penalty: 3451.169678
	Iteration 16Q: 3 clusters Score -2171524 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2171531.500000 Penalty: 3451.169678
	Iteration 17Q: 3 clusters Score -2171532 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2171545.750000 Penalty: 3451.169678
	Iteration 18Q: 3 clusters Score -2171546 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -2171550.750000 Penalty: 3451.169678
	Iteration 19Q: 3 clusters Score -2171551 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2171559.750000 Penalty: 3451.169678
	Iteration 20F: 3 clusters Score -2171560 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2171588.250000 Penalty: 3451.169678
	Iteration 21Q: 3 clusters Score -2171588 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2171604.750000 Penalty: 3451.169678
	Iteration 22Q: 3 clusters Score -2171605 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2171620.500000 Penalty: 3451.169678
	Iteration 23Q: 3 clusters Score -2171620 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2171635.000000 Penalty: 3451.169678
	Iteration 24Q: 3 clusters Score -2171635 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2171642.500000 Penalty: 3451.169678
	Iteration 25Q: 3 clusters Score -2171642 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -2171658.000000 Penalty: 3451.169678
	Iteration 26Q: 3 clusters Score -2171658 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2171668.000000 Penalty: 3451.169678
	Iteration 27Q: 3 clusters Score -2171668 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2171674.500000 Penalty: 3451.169678
	Iteration 28Q: 3 clusters Score -2171674 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2171687.250000 Penalty: 3451.169678
	Iteration 29Q: 3 clusters Score -2171687 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2171687.000000 Penalty: 3451.169678
	Iteration 30Q: 3 clusters Score -2171687 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2171702.250000 Penalty: 3451.169678
	Iteration 31Q: 3 clusters Score -2171702 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -2171708.250000 Penalty: 3451.169678
	Iteration 32Q: 3 clusters Score -2171708 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2171720.250000 Penalty: 3451.169678
	Iteration 33Q: 3 clusters Score -2171720 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -2171722.500000 Penalty: 3451.169678
	Iteration 34Q: 3 clusters Score -2171722 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2171738.000000 Penalty: 3451.169678
	Iteration 35Q: 3 clusters Score -2171738 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2171750.250000 Penalty: 3451.169678
	Iteration 36Q: 3 clusters Score -2171750 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2171767.500000 Penalty: 3451.169678
	Iteration 37Q: 3 clusters Score -2171768 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2171771.250000 Penalty: 3451.169678
	Iteration 38Q: 3 clusters Score -2171771 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -2171787.750000 Penalty: 3451.169678
	Iteration 39Q: 3 clusters Score -2171788 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2171794.500000 Penalty: 3451.169678
	Iteration 40F: 3 clusters Score -2171794 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -2171791.500000 Penalty: 3451.169678
	Iteration 41Q: 3 clusters Score -2171792 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2171806.000000 Penalty: 3451.169678
	Iteration 42Q: 3 clusters Score -2171806 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2171815.500000 Penalty: 3451.169678
	Iteration 43Q: 3 clusters Score -2171816 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -2171816.750000 Penalty: 3451.169678
	Iteration 44Q: 3 clusters Score -2171817 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2171822.750000 Penalty: 3451.169678
	Iteration 45Q: 3 clusters Score -2171823 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2171823.500000 Penalty: 3451.169678
	Iteration 46Q: 3 clusters Score -2171824 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2171830.250000 Penalty: 3451.169678
	Iteration 47Q: 3 clusters Score -2171830 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -2171829.500000 Penalty: 3451.169678
	Iteration 48Q: 3 clusters Score -2171830 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2171841.500000 Penalty: 3451.169678
	Iteration 49Q: 3 clusters Score -2171842 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -2171855.250000 Penalty: 3451.169678
	Iteration 50Q: 3 clusters Score -2171855 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2171866.500000 Penalty: 3451.169678
	Iteration 51Q: 3 clusters Score -2171866 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -2171868.000000 Penalty: 3451.169678
	Iteration 52Q: 3 clusters Score -2171868 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -2171870.000000 Penalty: 3451.169678
	Iteration 53Q: 3 clusters Score -2171870 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2171875.000000 Penalty: 3451.169678
	Iteration 54Q: 3 clusters Score -2171875 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2171879.250000 Penalty: 3451.169678
	Iteration 55Q: 3 clusters Score -2171879 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2171881.750000 Penalty: 3451.169678
	Iteration 56Q: 3 clusters Score -2171882 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2171884.000000 Penalty: 3451.169678
	Iteration 57Q: 3 clusters Score -2171884 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2171889.000000 Penalty: 3451.169678
	Iteration 58Q: 3 clusters Score -2171889 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -2171892.750000 Penalty: 3451.169678
	Iteration 59Q: 3 clusters Score -2171893 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2171903.750000 Penalty: 3451.169678
	Iteration 60F: 3 clusters Score -2171904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -2171904.750000 Penalty: 3451.169678
	Iteration 61Q: 3 clusters Score -2171905 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2171900.750000 Penalty: 3451.169678
	Iteration 62Q: 3 clusters Score -2171901 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -2171900.000000 Penalty: 3451.169678
	Iteration 63Q: 3 clusters Score -2171900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2171893.750000 Penalty: 3451.169678
	Iteration 64Q: 3 clusters Score -2171894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34196 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -2171895.500000 Penalty: 3451.169678
	Iteration 65Q: 3 clusters Score -2171896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -2171894.500000 Penalty: 3451.169678
	Iteration 66Q: 3 clusters Score -2171894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -2171901.500000 Penalty: 3451.169678
	Iteration 67Q: 3 clusters Score -2171902 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2171909.750000 Penalty: 3451.169678
	Iteration 68Q: 3 clusters Score -2171910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2171908.750000 Penalty: 3451.169678
	Iteration 69Q: 3 clusters Score -2171909 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -2171912.750000 Penalty: 3451.169678
	Iteration 70Q: 3 clusters Score -2171913 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2171914.250000 Penalty: 3451.169678
	Iteration 71Q: 3 clusters Score -2171914 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -2171920.750000 Penalty: 3451.169678
	Iteration 72Q: 3 clusters Score -2171921 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2171923.250000 Penalty: 3451.169678
	Iteration 73Q: 3 clusters Score -2171923 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -2171925.500000 Penalty: 3451.169678
	Iteration 74Q: 3 clusters Score -2171926 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -2171932.250000 Penalty: 3451.169678
	Iteration 75Q: 3 clusters Score -2171932 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -2171930.750000 Penalty: 3451.169678
	Iteration 76Q: 3 clusters Score -2171931 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2171936.250000 Penalty: 3451.169678
	Iteration 77Q: 3 clusters Score -2171936 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -2171936.500000 Penalty: 3451.169678
	Iteration 78Q: 3 clusters Score -2171936 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -2171941.750000 Penalty: 3451.169678
	Iteration 79Q: 3 clusters Score -2171942 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2171945.500000 Penalty: 3451.169678
	Iteration 80F: 3 clusters Score -2171946 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2171955.000000 Penalty: 3451.169678
	Iteration 81Q: 3 clusters Score -2171955 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -2171956.000000 Penalty: 3451.169678
	Iteration 82Q: 3 clusters Score -2171956 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -2171964.500000 Penalty: 3451.169678
	Iteration 83Q: 3 clusters Score -2171964 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -2171963.250000 Penalty: 3451.169678
	Iteration 84Q: 3 clusters Score -2171963 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -2171970.500000 Penalty: 3451.169678
	Iteration 85Q: 3 clusters Score -2171970 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -2171972.750000 Penalty: 3451.169678
	Iteration 86Q: 3 clusters Score -2171973 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -2171974.500000 Penalty: 3451.169678
	Iteration 87Q: 3 clusters Score -2171974 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2171979.250000 Penalty: 3451.169678
	Iteration 88Q: 3 clusters Score -2171979 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -2171978.250000 Penalty: 3451.169678
	Iteration 89Q: 3 clusters Score -2171978 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -2171979.000000 Penalty: 3451.169678
	Iteration 90Q: 3 clusters Score -2171979 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2171982.250000 Penalty: 3451.169678
	Iteration 91Q: 3 clusters Score -2171982 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -2171984.500000 Penalty: 3451.169678
	Iteration 92Q: 3 clusters Score -2171984 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2171992.000000 Penalty: 3451.169678
	Iteration 93Q: 3 clusters Score -2171992 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -2171997.000000 Penalty: 3451.169678
	Iteration 94Q: 3 clusters Score -2171997 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -2172005.000000 Penalty: 3451.169678
	Iteration 95Q: 3 clusters Score -2172005 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -2172001.000000 Penalty: 3451.169678
	Iteration 96Q: 3 clusters Score -2172001 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -2172000.000000 Penalty: 3451.169678
	Iteration 97Q: 3 clusters Score -2172000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2172009.750000 Penalty: 3451.169678
	Iteration 98Q: 3 clusters Score -2172010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35520 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -2172016.000000 Penalty: 3451.169678
	Iteration 99Q: 3 clusters Score -2172016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -2172014.250000 Penalty: 3451.169678
	Iteration 100F: 3 clusters Score -2172014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -2172019.250000 Penalty: 3451.169678
	Iteration 101Q: 3 clusters Score -2172019 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2172021.750000 Penalty: 3451.169678
	Iteration 102Q: 3 clusters Score -2172022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -2172024.000000 Penalty: 3451.169678
	Iteration 103Q: 3 clusters Score -2172024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2172022.750000 Penalty: 3451.169678
	Iteration 104Q: 3 clusters Score -2172023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -2172022.250000 Penalty: 3451.169678
	Iteration 105Q: 3 clusters Score -2172022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -2172020.750000 Penalty: 3451.169678
	Iteration 106Q: 3 clusters Score -2172021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -2172025.750000 Penalty: 3451.169678
	Iteration 107Q: 3 clusters Score -2172026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2172028.250000 Penalty: 3451.169678
	Iteration 108Q: 3 clusters Score -2172028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -2172028.250000 Penalty: 3451.169678
	Iteration 109Q: 3 clusters Score -2172028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -2172027.500000 Penalty: 3451.169678
	Iteration 110Q: 3 clusters Score -2172028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -2172027.250000 Penalty: 3451.169678
	Iteration 111Q: 3 clusters Score -2172027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -2172025.750000 Penalty: 3451.169678
	Iteration 112Q: 3 clusters Score -2172026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -2172029.000000 Penalty: 3451.169678
	Iteration 113Q: 3 clusters Score -2172029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -2172027.000000 Penalty: 3451.169678
	Iteration 114Q: 3 clusters Score -2172027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -2172027.500000 Penalty: 3451.169678
	Iteration 115Q: 3 clusters Score -2172028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -2172025.500000 Penalty: 3451.169678
	Iteration 116Q: 3 clusters Score -2172026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -2172025.000000 Penalty: 3451.169678
	Iteration 117Q: 3 clusters Score -2172025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -2172025.500000 Penalty: 3451.169678
	Iteration 118Q: 3 clusters Score -2172026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2172024.250000 Penalty: 3451.169678
	Iteration 119Q: 3 clusters Score -2172024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -2172025.500000 Penalty: 3451.169678
	Iteration 120F: 3 clusters Score -2172026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -2172024.000000 Penalty: 3451.169678
	Iteration 121Q: 3 clusters Score -2172024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -2172026.000000 Penalty: 3451.169678
	Iteration 122Q: 3 clusters Score -2172026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -2172026.000000 Penalty: 3451.169678
	Iteration 123F: 3 clusters Score -2172026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (46765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46765 members 
Entering Unmasked Estep 
Score: -2414661.000000 Penalty: 1747.344727
	Iteration 0F: 2 clusters Score -2414661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -2383512.000000 Penalty: 3494.689453
	Iteration 0F: 3 clusters Score -2383512 nChanged 21850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -2395557.500000 Penalty: 3494.689453
	Iteration 1F: 3 clusters Score -2395558 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -2396005.250000 Penalty: 3494.689453
	Iteration 2Q: 3 clusters Score -2396005 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -2396478.250000 Penalty: 3494.689453
	Iteration 3Q: 3 clusters Score -2396478 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -2397086.750000 Penalty: 3494.689453
	Iteration 4Q: 3 clusters Score -2397087 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -2397896.000000 Penalty: 3494.689453
	Iteration 5Q: 3 clusters Score -2397896 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -2398975.750000 Penalty: 3494.689453
	Iteration 6Q: 3 clusters Score -2398976 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2400413.750000 Penalty: 3494.689453
	Iteration 7F: 3 clusters Score -2400414 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2402125.750000 Penalty: 3494.689453
	Iteration 8F: 3 clusters Score -2402126 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -2403923.250000 Penalty: 3494.689453
	Iteration 9F: 3 clusters Score -2403923 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -2405451.750000 Penalty: 3494.689453
	Iteration 10F: 3 clusters Score -2405452 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2406405.000000 Penalty: 3494.689453
	Iteration 11Q: 3 clusters Score -2406405 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -2406902.250000 Penalty: 3494.689453
	Iteration 12Q: 3 clusters Score -2406902 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -2407136.500000 Penalty: 3494.689453
	Iteration 13Q: 3 clusters Score -2407136 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2407254.750000 Penalty: 3494.689453
	Iteration 14Q: 3 clusters Score -2407255 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -2407333.250000 Penalty: 3494.689453
	Iteration 15Q: 3 clusters Score -2407333 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2407441.000000 Penalty: 3494.689453
	Iteration 16Q: 3 clusters Score -2407441 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2407547.750000 Penalty: 3494.689453
	Iteration 17Q: 3 clusters Score -2407548 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2407672.250000 Penalty: 3494.689453
	Iteration 18Q: 3 clusters Score -2407672 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2407800.000000 Penalty: 3494.689453
	Iteration 19Q: 3 clusters Score -2407800 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2407944.500000 Penalty: 3494.689453
	Iteration 20F: 3 clusters Score -2407944 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -2408111.250000 Penalty: 3494.689453
	Iteration 21Q: 3 clusters Score -2408111 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2408344.500000 Penalty: 3494.689453
	Iteration 22Q: 3 clusters Score -2408344 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2408608.750000 Penalty: 3494.689453
	Iteration 23Q: 3 clusters Score -2408609 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2408952.500000 Penalty: 3494.689453
	Iteration 24Q: 3 clusters Score -2408952 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2409326.000000 Penalty: 3494.689453
	Iteration 25Q: 3 clusters Score -2409326 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2409779.500000 Penalty: 3494.689453
	Iteration 26Q: 3 clusters Score -2409780 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39700 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2410187.000000 Penalty: 3494.689453
	Iteration 27Q: 3 clusters Score -2410187 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -2410569.000000 Penalty: 3494.689453
	Iteration 28Q: 3 clusters Score -2410569 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -2410885.250000 Penalty: 3494.689453
	Iteration 29Q: 3 clusters Score -2410885 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -2411172.500000 Penalty: 3494.689453
	Iteration 30Q: 3 clusters Score -2411172 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42139 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2411423.250000 Penalty: 3494.689453
	Iteration 31Q: 3 clusters Score -2411423 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2411640.250000 Penalty: 3494.689453
	Iteration 32Q: 3 clusters Score -2411640 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43062 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2411849.500000 Penalty: 3494.689453
	Iteration 33Q: 3 clusters Score -2411850 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2412039.500000 Penalty: 3494.689453
	Iteration 34Q: 3 clusters Score -2412040 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43888 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2412214.500000 Penalty: 3494.689453
	Iteration 35Q: 3 clusters Score -2412214 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44236 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2412375.500000 Penalty: 3494.689453
	Iteration 36Q: 3 clusters Score -2412376 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44547 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2412507.500000 Penalty: 3494.689453
	Iteration 37Q: 3 clusters Score -2412508 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44781 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2412613.000000 Penalty: 3494.689453
	Iteration 38Q: 3 clusters Score -2412613 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2412682.250000 Penalty: 3494.689453
	Iteration 39Q: 3 clusters Score -2412682 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45142 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2412749.250000 Penalty: 3494.689453
	Iteration 40F: 3 clusters Score -2412749 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2412807.000000 Penalty: 3494.689453
	Iteration 41Q: 3 clusters Score -2412807 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45430 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2412869.750000 Penalty: 3494.689453
	Iteration 42Q: 3 clusters Score -2412870 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2412920.000000 Penalty: 3494.689453
	Iteration 43Q: 3 clusters Score -2412920 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45652 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2412973.000000 Penalty: 3494.689453
	Iteration 44Q: 3 clusters Score -2412973 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2413013.750000 Penalty: 3494.689453
	Iteration 45Q: 3 clusters Score -2413014 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2413030.000000 Penalty: 3494.689453
	Iteration 46Q: 3 clusters Score -2413030 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45824 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2413049.000000 Penalty: 3494.689453
	Iteration 47Q: 3 clusters Score -2413049 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45867 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2413066.750000 Penalty: 3494.689453
	Iteration 48Q: 3 clusters Score -2413067 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45902 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2413077.250000 Penalty: 3494.689453
	Iteration 49Q: 3 clusters Score -2413077 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2413095.000000 Penalty: 3494.689453
	Iteration 50Q: 3 clusters Score -2413095 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45963 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2413105.000000 Penalty: 3494.689453
	Iteration 51Q: 3 clusters Score -2413105 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2413111.750000 Penalty: 3494.689453
	Iteration 52Q: 3 clusters Score -2413112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46007 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2413118.250000 Penalty: 3494.689453
	Iteration 53Q: 3 clusters Score -2413118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2413119.000000 Penalty: 3494.689453
	Iteration 54Q: 3 clusters Score -2413119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2413121.750000 Penalty: 3494.689453
	Iteration 55Q: 3 clusters Score -2413122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2413127.250000 Penalty: 3494.689453
	Iteration 56Q: 3 clusters Score -2413127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2413137.000000 Penalty: 3494.689453
	Iteration 57Q: 3 clusters Score -2413137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2413136.500000 Penalty: 3494.689453
	Iteration 58Q: 3 clusters Score -2413136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2413139.500000 Penalty: 3494.689453
	Iteration 59Q: 3 clusters Score -2413140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46089 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2413140.000000 Penalty: 3494.689453
	Iteration 60F: 3 clusters Score -2413140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2413141.000000 Penalty: 3494.689453
	Iteration 61Q: 3 clusters Score -2413141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46097 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2413141.250000 Penalty: 3494.689453
	Iteration 62Q: 3 clusters Score -2413141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2413143.000000 Penalty: 3494.689453
	Iteration 63Q: 3 clusters Score -2413143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2413145.750000 Penalty: 3494.689453
	Iteration 64Q: 3 clusters Score -2413146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46106 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2413146.000000 Penalty: 3494.689453
	Iteration 65Q: 3 clusters Score -2413146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2413144.250000 Penalty: 3494.689453
	Iteration 66Q: 3 clusters Score -2413144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46110 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2413147.250000 Penalty: 3494.689453
	Iteration 67Q: 3 clusters Score -2413147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2413146.500000 Penalty: 3494.689453
	Iteration 68Q: 3 clusters Score -2413146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46113 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2413146.750000 Penalty: 3494.689453
	Iteration 69Q: 3 clusters Score -2413147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46113 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2413146.750000 Penalty: 3494.689453
	Iteration 70F: 3 clusters Score -2413147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Entering Unmasked Estep 
Score: -221613.578125 Penalty: 1374.196411
	Iteration 0F: 2 clusters Score -221613.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -217791.781250 Penalty: 2748.392822
	Iteration 0F: 3 clusters Score -217791.8 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -218886.187500 Penalty: 2748.392822
	Iteration 1F: 3 clusters Score -218886.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -219042.125000 Penalty: 2748.392822
	Iteration 2F: 3 clusters Score -219042.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -219144.453125 Penalty: 2748.392822
	Iteration 3Q: 3 clusters Score -219144.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -219219.609375 Penalty: 2748.392822
	Iteration 4Q: 3 clusters Score -219219.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -219276.000000 Penalty: 2748.392822
	Iteration 5Q: 3 clusters Score -219276 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -219331.406250 Penalty: 2748.392822
	Iteration 6Q: 3 clusters Score -219331.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -219378.578125 Penalty: 2748.392822
	Iteration 7Q: 3 clusters Score -219378.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -219411.750000 Penalty: 2748.392822
	Iteration 8Q: 3 clusters Score -219411.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -219441.937500 Penalty: 2748.392822
	Iteration 9Q: 3 clusters Score -219441.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -219467.093750 Penalty: 2748.392822
	Iteration 10Q: 3 clusters Score -219467.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -219490.765625 Penalty: 2748.392822
	Iteration 11Q: 3 clusters Score -219490.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -219511.390625 Penalty: 2748.392822
	Iteration 12Q: 3 clusters Score -219511.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -219531.203125 Penalty: 2748.392822
	Iteration 13Q: 3 clusters Score -219531.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -219548.796875 Penalty: 2748.392822
	Iteration 14Q: 3 clusters Score -219548.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -219563.218750 Penalty: 2748.392822
	Iteration 15Q: 3 clusters Score -219563.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -219580.593750 Penalty: 2748.392822
	Iteration 16Q: 3 clusters Score -219580.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -219598.765625 Penalty: 2748.392822
	Iteration 17Q: 3 clusters Score -219598.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -219620.031250 Penalty: 2748.392822
	Iteration 18Q: 3 clusters Score -219620 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -219639.734375 Penalty: 2748.392822
	Iteration 19Q: 3 clusters Score -219639.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -219654.171875 Penalty: 2748.392822
	Iteration 20F: 3 clusters Score -219654.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -219668.406250 Penalty: 2748.392822
	Iteration 21Q: 3 clusters Score -219668.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -219680.078125 Penalty: 2748.392822
	Iteration 22Q: 3 clusters Score -219680.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -219697.218750 Penalty: 2748.392822
	Iteration 23Q: 3 clusters Score -219697.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -219719.718750 Penalty: 2748.392822
	Iteration 24Q: 3 clusters Score -219719.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -219749.421875 Penalty: 2748.392822
	Iteration 25Q: 3 clusters Score -219749.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -219782.250000 Penalty: 2748.392822
	Iteration 26Q: 3 clusters Score -219782.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -219817.328125 Penalty: 2748.392822
	Iteration 27Q: 3 clusters Score -219817.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -219868.078125 Penalty: 2748.392822
	Iteration 28Q: 3 clusters Score -219868.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -219927.062500 Penalty: 2748.392822
	Iteration 29Q: 3 clusters Score -219927.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -219989.421875 Penalty: 2748.392822
	Iteration 30Q: 3 clusters Score -219989.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -220053.468750 Penalty: 2748.392822
	Iteration 31Q: 3 clusters Score -220053.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -220110.437500 Penalty: 2748.392822
	Iteration 32Q: 3 clusters Score -220110.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -220170.281250 Penalty: 2748.392822
	Iteration 33Q: 3 clusters Score -220170.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -220210.421875 Penalty: 2748.392822
	Iteration 34Q: 3 clusters Score -220210.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -220243.046875 Penalty: 2748.392822
	Iteration 35Q: 3 clusters Score -220243 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -220275.515625 Penalty: 2748.392822
	Iteration 36Q: 3 clusters Score -220275.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -220311.828125 Penalty: 2748.392822
	Iteration 37Q: 3 clusters Score -220311.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -220346.343750 Penalty: 2748.392822
	Iteration 38Q: 3 clusters Score -220346.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -220366.750000 Penalty: 2748.392822
	Iteration 39Q: 3 clusters Score -220366.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -220386.937500 Penalty: 2748.392822
	Iteration 40F: 3 clusters Score -220386.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -220400.890625 Penalty: 2748.392822
	Iteration 41Q: 3 clusters Score -220400.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -220417.578125 Penalty: 2748.392822
	Iteration 42Q: 3 clusters Score -220417.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -220431.812500 Penalty: 2748.392822
	Iteration 43Q: 3 clusters Score -220431.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -220446.859375 Penalty: 2748.392822
	Iteration 44Q: 3 clusters Score -220446.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -220463.828125 Penalty: 2748.392822
	Iteration 45Q: 3 clusters Score -220463.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -220475.562500 Penalty: 2748.392822
	Iteration 46Q: 3 clusters Score -220475.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -220482.796875 Penalty: 2748.392822
	Iteration 47Q: 3 clusters Score -220482.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -220487.953125 Penalty: 2748.392822
	Iteration 48Q: 3 clusters Score -220488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -220491.000000 Penalty: 2748.392822
	Iteration 49Q: 3 clusters Score -220491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -220497.750000 Penalty: 2748.392822
	Iteration 50Q: 3 clusters Score -220497.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -220501.000000 Penalty: 2748.392822
	Iteration 51Q: 3 clusters Score -220501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -220506.015625 Penalty: 2748.392822
	Iteration 52Q: 3 clusters Score -220506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -220512.125000 Penalty: 2748.392822
	Iteration 53Q: 3 clusters Score -220512.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -220518.531250 Penalty: 2748.392822
	Iteration 54Q: 3 clusters Score -220518.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -220520.750000 Penalty: 2748.392822
	Iteration 55Q: 3 clusters Score -220520.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -220522.015625 Penalty: 2748.392822
	Iteration 56Q: 3 clusters Score -220522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -220522.125000 Penalty: 2748.392822
	Iteration 57Q: 3 clusters Score -220522.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -220522.125000 Penalty: 2748.392822
	Iteration 58F: 3 clusters Score -220522.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Entering Unmasked Estep 
Score: -381706.218750 Penalty: 1442.029541
	Iteration 0F: 2 clusters Score -381706.2 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 3534 members 
Entering Unmasked Estep 
Score: -376326.062500 Penalty: 2884.059082
	Iteration 0F: 3 clusters Score -376326.1 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -377894.906250 Penalty: 2884.059082
	Iteration 1F: 3 clusters Score -377894.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -378133.468750 Penalty: 2884.059082
	Iteration 2F: 3 clusters Score -378133.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -378315.750000 Penalty: 2884.059082
	Iteration 3F: 3 clusters Score -378315.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -378459.375000 Penalty: 2884.059082
	Iteration 4Q: 3 clusters Score -378459.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -378594.406250 Penalty: 2884.059082
	Iteration 5Q: 3 clusters Score -378594.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -378716.375000 Penalty: 2884.059082
	Iteration 6Q: 3 clusters Score -378716.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -378845.843750 Penalty: 2884.059082
	Iteration 7Q: 3 clusters Score -378845.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -378977.218750 Penalty: 2884.059082
	Iteration 8Q: 3 clusters Score -378977.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -379106.593750 Penalty: 2884.059082
	Iteration 9Q: 3 clusters Score -379106.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -379247.062500 Penalty: 2884.059082
	Iteration 10Q: 3 clusters Score -379247.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -379388.750000 Penalty: 2884.059082
	Iteration 11Q: 3 clusters Score -379388.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -379549.312500 Penalty: 2884.059082
	Iteration 12Q: 3 clusters Score -379549.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -379717.656250 Penalty: 2884.059082
	Iteration 13Q: 3 clusters Score -379717.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -379858.812500 Penalty: 2884.059082
	Iteration 14Q: 3 clusters Score -379858.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -379997.562500 Penalty: 2884.059082
	Iteration 15Q: 3 clusters Score -379997.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -380114.875000 Penalty: 2884.059082
	Iteration 16Q: 3 clusters Score -380114.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -380202.500000 Penalty: 2884.059082
	Iteration 17Q: 3 clusters Score -380202.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -380256.375000 Penalty: 2884.059082
	Iteration 18Q: 3 clusters Score -380256.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -380299.468750 Penalty: 2884.059082
	Iteration 19Q: 3 clusters Score -380299.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -380332.750000 Penalty: 2884.059082
	Iteration 20F: 3 clusters Score -380332.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -380366.968750 Penalty: 2884.059082
	Iteration 21Q: 3 clusters Score -380367 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -380396.000000 Penalty: 2884.059082
	Iteration 22Q: 3 clusters Score -380396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -380419.312500 Penalty: 2884.059082
	Iteration 23Q: 3 clusters Score -380419.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -380445.937500 Penalty: 2884.059082
	Iteration 24Q: 3 clusters Score -380445.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -380465.718750 Penalty: 2884.059082
	Iteration 25Q: 3 clusters Score -380465.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -380482.250000 Penalty: 2884.059082
	Iteration 26Q: 3 clusters Score -380482.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -380495.031250 Penalty: 2884.059082
	Iteration 27Q: 3 clusters Score -380495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -380501.500000 Penalty: 2884.059082
	Iteration 28Q: 3 clusters Score -380501.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -380506.625000 Penalty: 2884.059082
	Iteration 29Q: 3 clusters Score -380506.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -380508.531250 Penalty: 2884.059082
	Iteration 30Q: 3 clusters Score -380508.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -380511.437500 Penalty: 2884.059082
	Iteration 31Q: 3 clusters Score -380511.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -380512.062500 Penalty: 2884.059082
	Iteration 32Q: 3 clusters Score -380512.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -380512.062500 Penalty: 2884.059082
	Iteration 33F: 3 clusters Score -380512.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Entering Unmasked Estep 
Score: -88628.085938 Penalty: 1232.360474
	Iteration 0F: 2 clusters Score -88628.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -86571.679688 Penalty: 2464.720947
	Iteration 0F: 3 clusters Score -86571.68 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -86997.406250 Penalty: 2464.720947
	Iteration 1F: 3 clusters Score -86997.41 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -87102.140625 Penalty: 2464.720947
	Iteration 2F: 3 clusters Score -87102.14 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -87164.570312 Penalty: 2464.720947
	Iteration 3Q: 3 clusters Score -87164.57 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -87206.351562 Penalty: 2464.720947
	Iteration 4Q: 3 clusters Score -87206.35 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -87243.867188 Penalty: 2464.720947
	Iteration 5Q: 3 clusters Score -87243.87 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -87272.945312 Penalty: 2464.720947
	Iteration 6Q: 3 clusters Score -87272.95 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -87295.398438 Penalty: 2464.720947
	Iteration 7Q: 3 clusters Score -87295.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -87321.039062 Penalty: 2464.720947
	Iteration 8Q: 3 clusters Score -87321.04 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -87335.921875 Penalty: 2464.720947
	Iteration 9Q: 3 clusters Score -87335.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -87346.265625 Penalty: 2464.720947
	Iteration 10Q: 3 clusters Score -87346.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -87355.929688 Penalty: 2464.720947
	Iteration 11Q: 3 clusters Score -87355.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -87364.656250 Penalty: 2464.720947
	Iteration 12Q: 3 clusters Score -87364.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -87368.921875 Penalty: 2464.720947
	Iteration 13Q: 3 clusters Score -87368.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -87373.281250 Penalty: 2464.720947
	Iteration 14Q: 3 clusters Score -87373.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -87377.179688 Penalty: 2464.720947
	Iteration 15Q: 3 clusters Score -87377.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -87380.562500 Penalty: 2464.720947
	Iteration 16Q: 3 clusters Score -87380.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -87383.851562 Penalty: 2464.720947
	Iteration 17Q: 3 clusters Score -87383.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -87385.625000 Penalty: 2464.720947
	Iteration 18Q: 3 clusters Score -87385.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -87386.148438 Penalty: 2464.720947
	Iteration 19Q: 3 clusters Score -87386.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -87386.328125 Penalty: 2464.720947
	Iteration 20F: 3 clusters Score -87386.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (152140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152140 members 
Entering Unmasked Estep 
Score: -8062175.500000 Penalty: 1939.040405
	Iteration 0F: 2 clusters Score -8062176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76056 members 
Mstep: Class 2 contains 76084 members 
Entering Unmasked Estep 
Score: -7959953.500000 Penalty: 3878.080811
	Iteration 0F: 3 clusters Score -7959954 nChanged 73599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75829 members 
Mstep: Class 2 contains 76311 members 
Entering Unmasked Estep 
Score: -8002826.000000 Penalty: 3878.080811
	Iteration 1F: 3 clusters Score -8002826 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75746 members 
Mstep: Class 2 contains 76394 members 
Entering Unmasked Estep 
Score: -8003740.000000 Penalty: 3878.080811
	Iteration 2Q: 3 clusters Score -8003740 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75621 members 
Mstep: Class 2 contains 76519 members 
Entering Unmasked Estep 
Score: -8005062.500000 Penalty: 3878.080811
	Iteration 3Q: 3 clusters Score -8005062 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75381 members 
Mstep: Class 2 contains 76759 members 
Entering Unmasked Estep 
Score: -8006752.000000 Penalty: 3878.080811
	Iteration 4Q: 3 clusters Score -8006752 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75031 members 
Mstep: Class 2 contains 77109 members 
Entering Unmasked Estep 
Score: -8009036.000000 Penalty: 3878.080811
	Iteration 5Q: 3 clusters Score -8009036 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74680 members 
Mstep: Class 2 contains 77460 members 
Entering Unmasked Estep 
Score: -8011719.000000 Penalty: 3878.080811
	Iteration 6Q: 3 clusters Score -8011719 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74370 members 
Mstep: Class 2 contains 77770 members 
Entering Unmasked Estep 
Score: -8014582.500000 Penalty: 3878.080811
	Iteration 7Q: 3 clusters Score -8014582 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73856 members 
Mstep: Class 2 contains 78284 members 
Entering Unmasked Estep 
Score: -8017979.500000 Penalty: 3878.080811
	Iteration 8Q: 3 clusters Score -8017980 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73330 members 
Mstep: Class 2 contains 78810 members 
Entering Unmasked Estep 
Score: -8021677.000000 Penalty: 3878.080811
	Iteration 9Q: 3 clusters Score -8021677 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72571 members 
Mstep: Class 2 contains 79569 members 
Entering Unmasked Estep 
Score: -8026043.000000 Penalty: 3878.080811
	Iteration 10F: 3 clusters Score -8026043 nChanged 7707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71552 members 
Mstep: Class 2 contains 80588 members 
Entering Unmasked Estep 
Score: -8030729.500000 Penalty: 3878.080811
	Iteration 11F: 3 clusters Score -8030730 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70532 members 
Mstep: Class 2 contains 81608 members 
Entering Unmasked Estep 
Score: -8034052.000000 Penalty: 3878.080811
	Iteration 12Q: 3 clusters Score -8034052 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69493 members 
Mstep: Class 2 contains 82647 members 
Entering Unmasked Estep 
Score: -8035480.000000 Penalty: 3878.080811
	Iteration 13Q: 3 clusters Score -8035480 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68511 members 
Mstep: Class 2 contains 83629 members 
Entering Unmasked Estep 
Score: -8036016.500000 Penalty: 3878.080811
	Iteration 14Q: 3 clusters Score -8036016 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67480 members 
Mstep: Class 2 contains 84660 members 
Entering Unmasked Estep 
Score: -8036235.000000 Penalty: 3878.080811
	Iteration 15Q: 3 clusters Score -8036235 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66371 members 
Mstep: Class 2 contains 85769 members 
Entering Unmasked Estep 
Score: -8036458.500000 Penalty: 3878.080811
	Iteration 16Q: 3 clusters Score -8036458 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65155 members 
Mstep: Class 2 contains 86985 members 
Entering Unmasked Estep 
Score: -8036623.500000 Penalty: 3878.080811
	Iteration 17Q: 3 clusters Score -8036624 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63828 members 
Mstep: Class 2 contains 88312 members 
Entering Unmasked Estep 
Score: -8036851.500000 Penalty: 3878.080811
	Iteration 18Q: 3 clusters Score -8036852 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62376 members 
Mstep: Class 2 contains 89764 members 
Entering Unmasked Estep 
Score: -8037166.500000 Penalty: 3878.080811
	Iteration 19Q: 3 clusters Score -8037166 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60754 members 
Mstep: Class 2 contains 91386 members 
Entering Unmasked Estep 
Score: -8037511.500000 Penalty: 3878.080811
	Iteration 20F: 3 clusters Score -8037512 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58959 members 
Mstep: Class 2 contains 93181 members 
Entering Unmasked Estep 
Score: -8037949.500000 Penalty: 3878.080811
	Iteration 21Q: 3 clusters Score -8037950 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56943 members 
Mstep: Class 2 contains 95197 members 
Entering Unmasked Estep 
Score: -8038430.000000 Penalty: 3878.080811
	Iteration 22Q: 3 clusters Score -8038430 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54748 members 
Mstep: Class 2 contains 97392 members 
Entering Unmasked Estep 
Score: -8039064.500000 Penalty: 3878.080811
	Iteration 23Q: 3 clusters Score -8039064 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52325 members 
Mstep: Class 2 contains 99815 members 
Entering Unmasked Estep 
Score: -8039771.000000 Penalty: 3878.080811
	Iteration 24Q: 3 clusters Score -8039771 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49736 members 
Mstep: Class 2 contains 102404 members 
Entering Unmasked Estep 
Score: -8040618.000000 Penalty: 3878.080811
	Iteration 25Q: 3 clusters Score -8040618 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 105199 members 
Entering Unmasked Estep 
Score: -8041647.000000 Penalty: 3878.080811
	Iteration 26Q: 3 clusters Score -8041647 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 108130 members 
Entering Unmasked Estep 
Score: -8042834.000000 Penalty: 3878.080811
	Iteration 27Q: 3 clusters Score -8042834 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 111215 members 
Entering Unmasked Estep 
Score: -8044278.500000 Penalty: 3878.080811
	Iteration 28Q: 3 clusters Score -8044278 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 114451 members 
Entering Unmasked Estep 
Score: -8045811.500000 Penalty: 3878.080811
	Iteration 29Q: 3 clusters Score -8045812 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 117698 members 
Entering Unmasked Estep 
Score: -8047343.000000 Penalty: 3878.080811
	Iteration 30Q: 3 clusters Score -8047343 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 120940 members 
Entering Unmasked Estep 
Score: -8048972.500000 Penalty: 3878.080811
	Iteration 31Q: 3 clusters Score -8048972 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 123954 members 
Entering Unmasked Estep 
Score: -8050524.500000 Penalty: 3878.080811
	Iteration 32Q: 3 clusters Score -8050524 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 126731 members 
Entering Unmasked Estep 
Score: -8051868.000000 Penalty: 3878.080811
	Iteration 33Q: 3 clusters Score -8051868 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 129237 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8052987 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 131505 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8053971 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 133560 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8054948 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 135474 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8055757 nChanged 1638
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 137108 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8056377 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 138531 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8056925 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 139766 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8057450 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 141048 members 
Entering Unmasked Estep 
Score: -8058015.500000 Penalty: 3878.080811
	Iteration 41Q: 3 clusters Score -8058016 nChanged 1117
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 142159 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8058432 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 143114 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8058781 nChanged 849
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 143959 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8059044 nChanged 786
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 144743 members 
Entering Unmasked Estep 
Score: -8059319.500000 Penalty: 3878.080811
	Iteration 45Q: 3 clusters Score -8059320 nChanged 707
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 145450 members 
Entering Unmasked Estep 
Score: -8059564.500000 Penalty: 3878.080811
	Iteration 46Q: 3 clusters Score -8059564 nChanged 567
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 146017 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8059742 nChanged 486
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 146503 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8059906 nChanged 424
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 146923 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8060072 nChanged 393
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 147312 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8060175 nChanged 330
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 147642 members 
Entering Unmasked Estep 
Score: -8060276.500000 Penalty: 3878.080811
	Iteration 51Q: 3 clusters Score -8060276 nChanged 307
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 147949 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8060376 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 148189 members 
Entering Unmasked Estep 
Score: -8060399.500000 Penalty: 3878.080811
	Iteration 53Q: 3 clusters Score -8060400 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 148381 members 
Entering Unmasked Estep 
Score: -8060424.500000 Penalty: 3878.080811
	Iteration 54Q: 3 clusters Score -8060424 nChanged 164
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 148541 members 
Entering Unmasked Estep 
Score: -8060452.000000 Penalty: 3878.080811
	Iteration 55Q: 3 clusters Score -8060452 nChanged 158
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 148693 members 
Entering Unmasked Estep 
Score: -8060484.500000 Penalty: 3878.080811
	Iteration 56Q: 3 clusters Score -8060484 nChanged 144
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 148835 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8060546 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 148972 members 
Entering Unmasked Estep 
Score: -8060572.500000 Penalty: 3878.080811
	Iteration 58Q: 3 clusters Score -8060572 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 149112 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8060630 nChanged 122
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 149228 members 
Entering Unmasked Estep 
Score: -8060652.000000 Penalty: 3878.080811
	Iteration 60F: 3 clusters Score -8060652 nChanged 98
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Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 149320 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8060658 nChanged 81
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Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 149397 members 
Entering Unmasked Estep 
Score: -8060663.000000 Penalty: 3878.080811
	Iteration 62Q: 3 clusters Score -8060663 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 149451 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8060677 nChanged 52
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 149499 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8060678 nChanged 42
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Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 149539 members 
Entering Unmasked Estep 
Score: -8060672.500000 Penalty: 3878.080811
	Iteration 65Q: 3 clusters Score -8060672 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 149577 members 
Entering Unmasked Estep 
Score: -8060682.500000 Penalty: 3878.080811
	Iteration 66Q: 3 clusters Score -8060682 nChanged 38
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Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 149611 members 
Entering Unmasked Estep 
Score: -8060694.500000 Penalty: 3878.080811
	Iteration 67Q: 3 clusters Score -8060694 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 149645 members 
Entering Unmasked Estep 
Score: -8060716.500000 Penalty: 3878.080811
	Iteration 68Q: 3 clusters Score -8060716 nChanged 27
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Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 149670 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8060730 nChanged 28
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Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 149694 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8060727 nChanged 31
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Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 149723 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8060749 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 149740 members 
Entering Unmasked Estep 
Score: -8060756.500000 Penalty: 3878.080811
	Iteration 72Q: 3 clusters Score -8060756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 149756 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8060759 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 149771 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8060749 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 149783 members 
Entering Unmasked Estep 
Score: -8060746.000000 Penalty: 3878.080811
	Iteration 75Q: 3 clusters Score -8060746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 149795 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8060749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 149801 members 
Entering Unmasked Estep 
Score: -8060753.500000 Penalty: 3878.080811
	Iteration 77Q: 3 clusters Score -8060754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 149807 members 
Entering Unmasked Estep 
Score: -8060751.000000 Penalty: 3878.080811
	Iteration 78Q: 3 clusters Score -8060751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 149810 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8060749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 149813 members 
Entering Unmasked Estep 
Score: -8060748.000000 Penalty: 3878.080811
	Iteration 80F: 3 clusters Score -8060748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 149819 members 
Entering Unmasked Estep 
Score: -8060753.500000 Penalty: 3878.080811
	Iteration 81Q: 3 clusters Score -8060754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 149828 members 
Entering Unmasked Estep 
Score: -8060755.500000 Penalty: 3878.080811
	Iteration 82Q: 3 clusters Score -8060756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 149833 members 
Entering Unmasked Estep 
Score: -8060761.000000 Penalty: 3878.080811
	Iteration 83Q: 3 clusters Score -8060761 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 149837 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8060755 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 149840 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8060758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 149843 members 
Entering Unmasked Estep 
Score: -8060760.000000 Penalty: 3878.080811
	Iteration 86Q: 3 clusters Score -8060760 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 149845 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8060759 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 149849 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8060766 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 149851 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8060760 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2289 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8060762 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2290 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8060765 nChanged 1
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Mstep: Class 1 contains 2289 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8060762 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 149852 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8060764 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 149854 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8060758 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2286 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8060762 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2286 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8060758 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 149855 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8060757 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 149857 members 
Entering Unmasked Estep 
Score: -8060768.500000 Penalty: 3878.080811
	Iteration 98Q: 3 clusters Score -8060768 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 149858 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8060766 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 149859 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8060760 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 149859 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8060764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 149860 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8060760 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 149862 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8060749 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 149864 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8060757 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 149866 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8060760 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 149868 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8060757 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 149871 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8060756 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 149878 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8060765 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 149881 members 
Entering Unmasked Estep 
Score: -8060769.000000 Penalty: 3878.080811
	Iteration 109Q: 3 clusters Score -8060769 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 149885 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8060768 nChanged 6
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Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 149891 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8060768 nChanged 1
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Mstep: Class 1 contains 2248 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8060768 nChanged 3
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Mstep: Class 1 contains 2245 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8060767 nChanged 3
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Mstep: Class 1 contains 2242 members 
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Entering Unmasked Estep 
Score: -8060776.500000 Penalty: 3878.080811
	Iteration 114Q: 3 clusters Score -8060776 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2239 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8060775 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2232 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8060772 nChanged 4
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Mstep: Class 1 contains 2228 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8060767 nChanged 6
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Mstep: Class 1 contains 2222 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8060767 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2213 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8060764 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 149943 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8060762 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 149960 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8060770 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 149975 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8060773 nChanged 13
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Mstep: Class 2 contains 149988 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8060774 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 150003 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8060768 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 150012 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8060777 nChanged 14
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Mstep: Class 1 contains 2116 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8060780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 150038 members 
Entering Unmasked Estep 
Score: -8060788.000000 Penalty: 3878.080811
	Iteration 127Q: 3 clusters Score -8060788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 150055 members 
Entering Unmasked Estep 
Score: -8060802.500000 Penalty: 3878.080811
	Iteration 128Q: 3 clusters Score -8060802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 150072 members 
Entering Unmasked Estep 
Score: -8060810.000000 Penalty: 3878.080811
	Iteration 129Q: 3 clusters Score -8060810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 150091 members 
Entering Unmasked Estep 
Score: -8060817.500000 Penalty: 3878.080811
	Iteration 130Q: 3 clusters Score -8060818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 150110 members 
Entering Unmasked Estep 
Score: -8060820.000000 Penalty: 3878.080811
	Iteration 131Q: 3 clusters Score -8060820 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 150133 members 
Entering Unmasked Estep 
Score: -8060823.000000 Penalty: 3878.080811
	Iteration 132Q: 3 clusters Score -8060823 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 150151 members 
Entering Unmasked Estep 
Score: -8060826.500000 Penalty: 3878.080811
	Iteration 133Q: 3 clusters Score -8060826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 150170 members 
Entering Unmasked Estep 
Score: -8060830.000000 Penalty: 3878.080811
	Iteration 134Q: 3 clusters Score -8060830 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 150197 members 
Entering Unmasked Estep 
Score: -8060827.000000 Penalty: 3878.080811
	Iteration 135Q: 3 clusters Score -8060827 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 150230 members 
Entering Unmasked Estep 
Score: -8060838.000000 Penalty: 3878.080811
	Iteration 136Q: 3 clusters Score -8060838 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 150257 members 
Entering Unmasked Estep 
Score: -8060820.000000 Penalty: 3878.080811
	Iteration 137Q: 3 clusters Score -8060820 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 150287 members 
Entering Unmasked Estep 
Score: -8060819.500000 Penalty: 3878.080811
	Iteration 138Q: 3 clusters Score -8060820 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 150314 members 
Entering Unmasked Estep 
Score: -8060840.000000 Penalty: 3878.080811
	Iteration 139Q: 3 clusters Score -8060840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 150339 members 
Entering Unmasked Estep 
Score: -8060864.000000 Penalty: 3878.080811
	Iteration 140F: 3 clusters Score -8060864 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 150363 members 
Entering Unmasked Estep 
Score: -8060870.000000 Penalty: 3878.080811
	Iteration 141Q: 3 clusters Score -8060870 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 150383 members 
Entering Unmasked Estep 
Score: -8060888.000000 Penalty: 3878.080811
	Iteration 142Q: 3 clusters Score -8060888 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 150419 members 
Entering Unmasked Estep 
Score: -8060906.500000 Penalty: 3878.080811
	Iteration 143Q: 3 clusters Score -8060906 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 150437 members 
Entering Unmasked Estep 
Score: -8060919.500000 Penalty: 3878.080811
	Iteration 144Q: 3 clusters Score -8060920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 150457 members 
Entering Unmasked Estep 
Score: -8060921.000000 Penalty: 3878.080811
	Iteration 145Q: 3 clusters Score -8060921 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 150471 members 
Entering Unmasked Estep 
Score: -8060934.000000 Penalty: 3878.080811
	Iteration 146Q: 3 clusters Score -8060934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 150493 members 
Entering Unmasked Estep 
Score: -8060940.000000 Penalty: 3878.080811
	Iteration 147Q: 3 clusters Score -8060940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 150514 members 
Entering Unmasked Estep 
Score: -8060952.500000 Penalty: 3878.080811
	Iteration 148Q: 3 clusters Score -8060952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 150534 members 
Entering Unmasked Estep 
Score: -8060947.000000 Penalty: 3878.080811
	Iteration 149Q: 3 clusters Score -8060947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 150551 members 
Entering Unmasked Estep 
Score: -8060934.500000 Penalty: 3878.080811
	Iteration 150Q: 3 clusters Score -8060934 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 150571 members 
Entering Unmasked Estep 
Score: -8060950.500000 Penalty: 3878.080811
	Iteration 151Q: 3 clusters Score -8060950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 150590 members 
Entering Unmasked Estep 
Score: -8060958.000000 Penalty: 3878.080811
	Iteration 152Q: 3 clusters Score -8060958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 150602 members 
Entering Unmasked Estep 
Score: -8060975.500000 Penalty: 3878.080811
	Iteration 153Q: 3 clusters Score -8060976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 150619 members 
Entering Unmasked Estep 
Score: -8060981.500000 Penalty: 3878.080811
	Iteration 154Q: 3 clusters Score -8060982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 150629 members 
Entering Unmasked Estep 
Score: -8060979.500000 Penalty: 3878.080811
	Iteration 155Q: 3 clusters Score -8060980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 150641 members 
Entering Unmasked Estep 
Score: -8060977.500000 Penalty: 3878.080811
	Iteration 156Q: 3 clusters Score -8060978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 150652 members 
Entering Unmasked Estep 
Score: -8060990.000000 Penalty: 3878.080811
	Iteration 157Q: 3 clusters Score -8060990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 150659 members 
Entering Unmasked Estep 
Score: -8060994.500000 Penalty: 3878.080811
	Iteration 158Q: 3 clusters Score -8060994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 150669 members 
Entering Unmasked Estep 
Score: -8061006.000000 Penalty: 3878.080811
	Iteration 159Q: 3 clusters Score -8061006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 150691 members 
Entering Unmasked Estep 
Score: -8061012.500000 Penalty: 3878.080811
	Iteration 160F: 3 clusters Score -8061012 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 150718 members 
Entering Unmasked Estep 
Score: -8061032.000000 Penalty: 3878.080811
	Iteration 161Q: 3 clusters Score -8061032 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 150746 members 
Entering Unmasked Estep 
Score: -8061046.000000 Penalty: 3878.080811
	Iteration 162Q: 3 clusters Score -8061046 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 150761 members 
Entering Unmasked Estep 
Score: -8061050.000000 Penalty: 3878.080811
	Iteration 163Q: 3 clusters Score -8061050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 150775 members 
Entering Unmasked Estep 
Score: -8061057.500000 Penalty: 3878.080811
	Iteration 164Q: 3 clusters Score -8061058 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 150779 members 
Entering Unmasked Estep 
Score: -8061055.500000 Penalty: 3878.080811
	Iteration 165Q: 3 clusters Score -8061056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 150781 members 
Entering Unmasked Estep 
Score: -8061070.000000 Penalty: 3878.080811
	Iteration 166Q: 3 clusters Score -8061070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 150782 members 
Entering Unmasked Estep 
Score: -8061068.500000 Penalty: 3878.080811
	Iteration 167Q: 3 clusters Score -8061068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 150791 members 
Entering Unmasked Estep 
Score: -8061080.000000 Penalty: 3878.080811
	Iteration 168Q: 3 clusters Score -8061080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 150799 members 
Entering Unmasked Estep 
Score: -8061081.000000 Penalty: 3878.080811
	Iteration 169Q: 3 clusters Score -8061081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 150809 members 
Entering Unmasked Estep 
Score: -8061082.000000 Penalty: 3878.080811
	Iteration 170Q: 3 clusters Score -8061082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 150818 members 
Entering Unmasked Estep 
Score: -8061088.000000 Penalty: 3878.080811
	Iteration 171Q: 3 clusters Score -8061088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 150826 members 
Entering Unmasked Estep 
Score: -8061093.000000 Penalty: 3878.080811
	Iteration 172Q: 3 clusters Score -8061093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 150836 members 
Entering Unmasked Estep 
Score: -8061087.000000 Penalty: 3878.080811
	Iteration 173Q: 3 clusters Score -8061087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 150842 members 
Entering Unmasked Estep 
Score: -8061090.500000 Penalty: 3878.080811
	Iteration 174Q: 3 clusters Score -8061090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 150848 members 
Entering Unmasked Estep 
Score: -8061095.500000 Penalty: 3878.080811
	Iteration 175Q: 3 clusters Score -8061096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 150849 members 
Entering Unmasked Estep 
Score: -8061100.000000 Penalty: 3878.080811
	Iteration 176Q: 3 clusters Score -8061100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 150848 members 
Entering Unmasked Estep 
Score: -8061099.500000 Penalty: 3878.080811
	Iteration 177Q: 3 clusters Score -8061100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 150845 members 
Entering Unmasked Estep 
Score: -8061094.000000 Penalty: 3878.080811
	Iteration 178Q: 3 clusters Score -8061094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 150844 members 
Entering Unmasked Estep 
Score: -8061097.500000 Penalty: 3878.080811
	Iteration 179Q: 3 clusters Score -8061098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 150842 members 
Entering Unmasked Estep 
Score: -8061093.000000 Penalty: 3878.080811
	Iteration 180F: 3 clusters Score -8061093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 150841 members 
Entering Unmasked Estep 
Score: -8061094.000000 Penalty: 3878.080811
	Iteration 181Q: 3 clusters Score -8061094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 150841 members 
Entering Unmasked Estep 
Score: -8061094.000000 Penalty: 3878.080811
	Iteration 182F: 3 clusters Score -8061094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Entering Unmasked Estep 
Score: -1542089.000000 Penalty: 1669.578003
	Iteration 0F: 2 clusters Score -1542089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -1522596.250000 Penalty: 3339.156006
	Iteration 0F: 3 clusters Score -1522596 nChanged 13254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -1530207.250000 Penalty: 3339.156006
	Iteration 1F: 3 clusters Score -1530207 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -1530961.875000 Penalty: 3339.156006
	Iteration 2F: 3 clusters Score -1530962 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -1531992.375000 Penalty: 3339.156006
	Iteration 3F: 3 clusters Score -1531992 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -1533503.750000 Penalty: 3339.156006
	Iteration 4F: 3 clusters Score -1533504 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -1535418.875000 Penalty: 3339.156006
	Iteration 5F: 3 clusters Score -1535419 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -1537385.000000 Penalty: 3339.156006
	Iteration 6F: 3 clusters Score -1537385 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -1538980.625000 Penalty: 3339.156006
	Iteration 7F: 3 clusters Score -1538981 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -1539906.250000 Penalty: 3339.156006
	Iteration 8Q: 3 clusters Score -1539906 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -1540297.375000 Penalty: 3339.156006
	Iteration 9Q: 3 clusters Score -1540297 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -1540480.125000 Penalty: 3339.156006
	Iteration 10Q: 3 clusters Score -1540480 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -1540561.875000 Penalty: 3339.156006
	Iteration 11Q: 3 clusters Score -1540562 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -1540609.625000 Penalty: 3339.156006
	Iteration 12Q: 3 clusters Score -1540610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -1540625.000000 Penalty: 3339.156006
	Iteration 13Q: 3 clusters Score -1540625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -1540642.500000 Penalty: 3339.156006
	Iteration 14Q: 3 clusters Score -1540642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -1540650.500000 Penalty: 3339.156006
	Iteration 15Q: 3 clusters Score -1540650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -1540656.375000 Penalty: 3339.156006
	Iteration 16Q: 3 clusters Score -1540656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -1540668.375000 Penalty: 3339.156006
	Iteration 17Q: 3 clusters Score -1540668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -1540675.875000 Penalty: 3339.156006
	Iteration 18Q: 3 clusters Score -1540676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -1540681.125000 Penalty: 3339.156006
	Iteration 19Q: 3 clusters Score -1540681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -1540681.125000 Penalty: 3339.156006
	Iteration 20F: 3 clusters Score -1540681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Entering Unmasked Estep 
Score: -123984.296875 Penalty: 1286.718018
	Iteration 0F: 2 clusters Score -123984.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -121420.070312 Penalty: 2573.436035
	Iteration 0F: 3 clusters Score -121420.1 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -122054.273438 Penalty: 2573.436035
	Iteration 1F: 3 clusters Score -122054.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -122272.421875 Penalty: 2573.436035
	Iteration 2F: 3 clusters Score -122272.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -122457.265625 Penalty: 2573.436035
	Iteration 3F: 3 clusters Score -122457.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -122580.359375 Penalty: 2573.436035
	Iteration 4F: 3 clusters Score -122580.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -122657.445312 Penalty: 2573.436035
	Iteration 5Q: 3 clusters Score -122657.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -122714.085938 Penalty: 2573.436035
	Iteration 6Q: 3 clusters Score -122714.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -122755.015625 Penalty: 2573.436035
	Iteration 7Q: 3 clusters Score -122755 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -122799.109375 Penalty: 2573.436035
	Iteration 8Q: 3 clusters Score -122799.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -122836.656250 Penalty: 2573.436035
	Iteration 9Q: 3 clusters Score -122836.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -122862.976562 Penalty: 2573.436035
	Iteration 10Q: 3 clusters Score -122863 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -122898.851562 Penalty: 2573.436035
	Iteration 11Q: 3 clusters Score -122898.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -122934.445312 Penalty: 2573.436035
	Iteration 12Q: 3 clusters Score -122934.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -122971.078125 Penalty: 2573.436035
	Iteration 13Q: 3 clusters Score -122971.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -123002.156250 Penalty: 2573.436035
	Iteration 14Q: 3 clusters Score -123002.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -123019.468750 Penalty: 2573.436035
	Iteration 15Q: 3 clusters Score -123019.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -123039.273438 Penalty: 2573.436035
	Iteration 16Q: 3 clusters Score -123039.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -123059.445312 Penalty: 2573.436035
	Iteration 17Q: 3 clusters Score -123059.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -123080.890625 Penalty: 2573.436035
	Iteration 18Q: 3 clusters Score -123080.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -123105.726562 Penalty: 2573.436035
	Iteration 19Q: 3 clusters Score -123105.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -123129.960938 Penalty: 2573.436035
	Iteration 20F: 3 clusters Score -123130 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -123154.171875 Penalty: 2573.436035
	Iteration 21Q: 3 clusters Score -123154.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -123171.515625 Penalty: 2573.436035
	Iteration 22Q: 3 clusters Score -123171.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -123185.007812 Penalty: 2573.436035
	Iteration 23Q: 3 clusters Score -123185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -123202.375000 Penalty: 2573.436035
	Iteration 24Q: 3 clusters Score -123202.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -123215.875000 Penalty: 2573.436035
	Iteration 25Q: 3 clusters Score -123215.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -123227.835938 Penalty: 2573.436035
	Iteration 26Q: 3 clusters Score -123227.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -123238.898438 Penalty: 2573.436035
	Iteration 27Q: 3 clusters Score -123238.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -123252.054688 Penalty: 2573.436035
	Iteration 28Q: 3 clusters Score -123252.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -123265.718750 Penalty: 2573.436035
	Iteration 29Q: 3 clusters Score -123265.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -123284.867188 Penalty: 2573.436035
	Iteration 30Q: 3 clusters Score -123284.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -123302.265625 Penalty: 2573.436035
	Iteration 31Q: 3 clusters Score -123302.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -123317.273438 Penalty: 2573.436035
	Iteration 32Q: 3 clusters Score -123317.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -123328.601562 Penalty: 2573.436035
	Iteration 33Q: 3 clusters Score -123328.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -123335.609375 Penalty: 2573.436035
	Iteration 34Q: 3 clusters Score -123335.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -123343.781250 Penalty: 2573.436035
	Iteration 35Q: 3 clusters Score -123343.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -123349.023438 Penalty: 2573.436035
	Iteration 36Q: 3 clusters Score -123349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -123352.171875 Penalty: 2573.436035
	Iteration 37Q: 3 clusters Score -123352.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -123353.000000 Penalty: 2573.436035
	Iteration 38Q: 3 clusters Score -123353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -123353.968750 Penalty: 2573.436035
	Iteration 39Q: 3 clusters Score -123354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -123353.968750 Penalty: 2573.436035
	Iteration 40F: 3 clusters Score -123354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (192389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192389 members 
Entering Unmasked Estep 
Score: -9695348.000000 Penalty: 1977.182129
	Iteration 0F: 2 clusters Score -9695348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96336 members 
Mstep: Class 2 contains 96053 members 
Entering Unmasked Estep 
Score: -9565856.000000 Penalty: 3954.364258
	Iteration 0F: 3 clusters Score -9565856 nChanged 93108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100970 members 
Mstep: Class 2 contains 91419 members 
Entering Unmasked Estep 
Score: -9621457.000000 Penalty: 3954.364258
	Iteration 1F: 3 clusters Score -9621457 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104187 members 
Mstep: Class 2 contains 88202 members 
Entering Unmasked Estep 
Score: -9623050.000000 Penalty: 3954.364258
	Iteration 2Q: 3 clusters Score -9623050 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109099 members 
Mstep: Class 2 contains 83290 members 
Entering Unmasked Estep 
Score: -9625348.000000 Penalty: 3954.364258
	Iteration 3Q: 3 clusters Score -9625348 nChanged 8969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116278 members 
Mstep: Class 2 contains 76111 members 
Entering Unmasked Estep 
Score: -9629243.000000 Penalty: 3954.364258
	Iteration 4Q: 3 clusters Score -9629243 nChanged 11529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126387 members 
Mstep: Class 2 contains 66002 members 
Entering Unmasked Estep 
Score: -9635897.000000 Penalty: 3954.364258
	Iteration 5F: 3 clusters Score -9635897 nChanged 14512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139851 members 
Mstep: Class 2 contains 52538 members 
Entering Unmasked Estep 
Score: -9646887.000000 Penalty: 3954.364258
	Iteration 6F: 3 clusters Score -9646887 nChanged 15741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154948 members 
Mstep: Class 2 contains 37441 members 
Entering Unmasked Estep 
Score: -9660917.000000 Penalty: 3954.364258
	Iteration 7F: 3 clusters Score -9660917 nChanged 14045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168689 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -9674912.000000 Penalty: 3954.364258
	Iteration 8F: 3 clusters Score -9674912 nChanged 9612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178175 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -9684559.000000 Penalty: 3954.364258
	Iteration 9Q: 3 clusters Score -9684559 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183351 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -9689824.000000 Penalty: 3954.364258
	Iteration 10Q: 3 clusters Score -9689824 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185927 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -9692570.000000 Penalty: 3954.364258
	Iteration 11Q: 3 clusters Score -9692570 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187215 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -9694004.000000 Penalty: 3954.364258
	Iteration 12Q: 3 clusters Score -9694004 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187874 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -9694613.000000 Penalty: 3954.364258
	Iteration 13Q: 3 clusters Score -9694613 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188261 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -9694912.000000 Penalty: 3954.364258
	Iteration 14Q: 3 clusters Score -9694912 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188521 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -9695074.000000 Penalty: 3954.364258
	Iteration 15Q: 3 clusters Score -9695074 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188699 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -9695148.000000 Penalty: 3954.364258
	Iteration 16Q: 3 clusters Score -9695148 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188837 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -9695203.000000 Penalty: 3954.364258
	Iteration 17Q: 3 clusters Score -9695203 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188952 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -9695200.000000 Penalty: 3954.364258
	Iteration 18Q: 3 clusters Score -9695200 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189030 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -9695222.000000 Penalty: 3954.364258
	Iteration 19Q: 3 clusters Score -9695222 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189113 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -9695234.000000 Penalty: 3954.364258
	Iteration 20F: 3 clusters Score -9695234 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189175 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -9695251.000000 Penalty: 3954.364258
	Iteration 21Q: 3 clusters Score -9695251 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189229 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -9695277.000000 Penalty: 3954.364258
	Iteration 22Q: 3 clusters Score -9695277 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189261 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -9695282.000000 Penalty: 3954.364258
	Iteration 23Q: 3 clusters Score -9695282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189280 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -9695303.000000 Penalty: 3954.364258
	Iteration 24Q: 3 clusters Score -9695303 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189297 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -9695310.000000 Penalty: 3954.364258
	Iteration 25Q: 3 clusters Score -9695310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189313 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -9695303.000000 Penalty: 3954.364258
	Iteration 26Q: 3 clusters Score -9695303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189329 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -9695326.000000 Penalty: 3954.364258
	Iteration 27Q: 3 clusters Score -9695326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189337 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -9695315.000000 Penalty: 3954.364258
	Iteration 28Q: 3 clusters Score -9695315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189346 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -9695321.000000 Penalty: 3954.364258
	Iteration 29Q: 3 clusters Score -9695321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189354 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -9695323.000000 Penalty: 3954.364258
	Iteration 30Q: 3 clusters Score -9695323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189365 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -9695318.000000 Penalty: 3954.364258
	Iteration 31Q: 3 clusters Score -9695318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189373 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -9695328.000000 Penalty: 3954.364258
	Iteration 32Q: 3 clusters Score -9695328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189377 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -9695329.000000 Penalty: 3954.364258
	Iteration 33Q: 3 clusters Score -9695329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189386 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -9695332.000000 Penalty: 3954.364258
	Iteration 34Q: 3 clusters Score -9695332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189396 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -9695336.000000 Penalty: 3954.364258
	Iteration 35Q: 3 clusters Score -9695336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189404 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -9695341.000000 Penalty: 3954.364258
	Iteration 36Q: 3 clusters Score -9695341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189410 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -9695351.000000 Penalty: 3954.364258
	Iteration 37Q: 3 clusters Score -9695351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189418 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -9695354.000000 Penalty: 3954.364258
	Iteration 38Q: 3 clusters Score -9695354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189424 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -9695350.000000 Penalty: 3954.364258
	Iteration 39Q: 3 clusters Score -9695350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189431 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -9695354.000000 Penalty: 3954.364258
	Iteration 40F: 3 clusters Score -9695354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189436 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -9695355.000000 Penalty: 3954.364258
	Iteration 41Q: 3 clusters Score -9695355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189437 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -9695358.000000 Penalty: 3954.364258
	Iteration 42Q: 3 clusters Score -9695358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189440 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -9695353.000000 Penalty: 3954.364258
	Iteration 43Q: 3 clusters Score -9695353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189444 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -9695350.000000 Penalty: 3954.364258
	Iteration 44Q: 3 clusters Score -9695350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189445 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -9695354.000000 Penalty: 3954.364258
	Iteration 45Q: 3 clusters Score -9695354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189447 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -9695350.000000 Penalty: 3954.364258
	Iteration 46Q: 3 clusters Score -9695350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189450 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -9695355.000000 Penalty: 3954.364258
	Iteration 47Q: 3 clusters Score -9695355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189453 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -9695353.000000 Penalty: 3954.364258
	Iteration 48Q: 3 clusters Score -9695353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189455 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -9695347.000000 Penalty: 3954.364258
	Iteration 49Q: 3 clusters Score -9695347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189456 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -9695348.000000 Penalty: 3954.364258
	Iteration 50Q: 3 clusters Score -9695348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189459 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -9695345.000000 Penalty: 3954.364258
	Iteration 51Q: 3 clusters Score -9695345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189459 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -9695348.000000 Penalty: 3954.364258
	Iteration 52Q: 3 clusters Score -9695348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189460 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -9695346.000000 Penalty: 3954.364258
	Iteration 53Q: 3 clusters Score -9695346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189461 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -9695346.000000 Penalty: 3954.364258
	Iteration 54Q: 3 clusters Score -9695346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189461 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -9695346.000000 Penalty: 3954.364258
	Iteration 55F: 3 clusters Score -9695346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Entering Unmasked Estep 
Score: -497535.437500 Penalty: 1491.948242
	Iteration 0F: 2 clusters Score -497535.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -490599.500000 Penalty: 2983.896484
	Iteration 0F: 3 clusters Score -490599.5 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -492958.625000 Penalty: 2983.896484
	Iteration 1F: 3 clusters Score -492958.6 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -493353.156250 Penalty: 2983.896484
	Iteration 2F: 3 clusters Score -493353.2 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -493763.281250 Penalty: 2983.896484
	Iteration 3F: 3 clusters Score -493763.3 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -494241.687500 Penalty: 2983.896484
	Iteration 4F: 3 clusters Score -494241.7 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -494758.468750 Penalty: 2983.896484
	Iteration 5F: 3 clusters Score -494758.5 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -495331.875000 Penalty: 2983.896484
	Iteration 6F: 3 clusters Score -495331.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -495809.437500 Penalty: 2983.896484
	Iteration 7F: 3 clusters Score -495809.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -496117.937500 Penalty: 2983.896484
	Iteration 8Q: 3 clusters Score -496117.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -496292.281250 Penalty: 2983.896484
	Iteration 9Q: 3 clusters Score -496292.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -496386.031250 Penalty: 2983.896484
	Iteration 10Q: 3 clusters Score -496386 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -496449.343750 Penalty: 2983.896484
	Iteration 11Q: 3 clusters Score -496449.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -496485.718750 Penalty: 2983.896484
	Iteration 12Q: 3 clusters Score -496485.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -496502.906250 Penalty: 2983.896484
	Iteration 13Q: 3 clusters Score -496502.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -496515.281250 Penalty: 2983.896484
	Iteration 14Q: 3 clusters Score -496515.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -496526.437500 Penalty: 2983.896484
	Iteration 15Q: 3 clusters Score -496526.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -496532.156250 Penalty: 2983.896484
	Iteration 16Q: 3 clusters Score -496532.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -496539.000000 Penalty: 2983.896484
	Iteration 17Q: 3 clusters Score -496539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -496543.375000 Penalty: 2983.896484
	Iteration 18Q: 3 clusters Score -496543.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -496550.125000 Penalty: 2983.896484
	Iteration 19Q: 3 clusters Score -496550.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -496554.656250 Penalty: 2983.896484
	Iteration 20F: 3 clusters Score -496554.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -496557.625000 Penalty: 2983.896484
	Iteration 21Q: 3 clusters Score -496557.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -496557.750000 Penalty: 2983.896484
	Iteration 22Q: 3 clusters Score -496557.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -496557.750000 Penalty: 2983.896484
	Iteration 23F: 3 clusters Score -496557.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 4 contains 9362 members 
Mstep: Class 7 contains 36216 members 
Mstep: Class 8 contains 11524 members 
Mstep: Class 10 contains 1696 members 
Mstep: Class 12 contains 40904 members 
Mstep: Class 13 contains 46765 members 
Mstep: Class 14 contains 4706 members 
Mstep: Class 16 contains 7144 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 152140 members 
Mstep: Class 19 contains 28979 members 
Mstep: Class 20 contains 2747 members 
Mstep: Class 21 contains 192389 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090402.000000 Penalty: 32375.896484
Iteration 239Q: 16 clusters Score -2.90904e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 4 contains 9348 members 
Mstep: Class 7 contains 35997 members 
Mstep: Class 8 contains 11531 members 
Mstep: Class 10 contains 1693 members 
Mstep: Class 12 contains 40909 members 
Mstep: Class 13 contains 46737 members 
Mstep: Class 14 contains 4705 members 
Mstep: Class 16 contains 7149 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 152121 members 
Mstep: Class 19 contains 28982 members 
Mstep: Class 20 contains 2744 members 
Mstep: Class 21 contains 192653 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090506.000000 Penalty: 32375.896484
Iteration 240F: 16 clusters Score -2.909051e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 4 contains 9347 members 
Mstep: Class 7 contains 35808 members 
Mstep: Class 8 contains 11537 members 
Mstep: Class 10 contains 1692 members 
Mstep: Class 12 contains 40914 members 
Mstep: Class 13 contains 46692 members 
Mstep: Class 14 contains 4705 members 
Mstep: Class 16 contains 7153 members 
Mstep: Class 17 contains 1970 members 
Mstep: Class 18 contains 152104 members 
Mstep: Class 19 contains 28985 members 
Mstep: Class 20 contains 2740 members 
Mstep: Class 21 contains 192893 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 241Q: 16 clusters Score -2.90905e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 4 contains 9347 members 
Mstep: Class 7 contains 35624 members 
Mstep: Class 8 contains 11545 members 
Mstep: Class 10 contains 1691 members 
Mstep: Class 12 contains 40924 members 
Mstep: Class 13 contains 46647 members 
Mstep: Class 14 contains 4705 members 
Mstep: Class 16 contains 7160 members 
Mstep: Class 17 contains 1973 members 
Mstep: Class 18 contains 152083 members 
Mstep: Class 19 contains 28989 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 193118 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 242Q: 16 clusters Score -2.909048e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 4 contains 9346 members 
Mstep: Class 7 contains 35472 members 
Mstep: Class 8 contains 11552 members 
Mstep: Class 10 contains 1691 members 
Mstep: Class 12 contains 40931 members 
Mstep: Class 13 contains 46611 members 
Mstep: Class 14 contains 4703 members 
Mstep: Class 16 contains 7164 members 
Mstep: Class 17 contains 1971 members 
Mstep: Class 18 contains 152071 members 
Mstep: Class 19 contains 28988 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 193309 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 243Q: 16 clusters Score -2.909043e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 4 contains 9348 members 
Mstep: Class 7 contains 35344 members 
Mstep: Class 8 contains 11559 members 
Mstep: Class 10 contains 1691 members 
Mstep: Class 12 contains 40934 members 
Mstep: Class 13 contains 46568 members 
Mstep: Class 14 contains 4704 members 
Mstep: Class 16 contains 7165 members 
Mstep: Class 17 contains 1968 members 
Mstep: Class 18 contains 152058 members 
Mstep: Class 19 contains 28984 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 193488 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 244Q: 16 clusters Score -2.909052e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 4 contains 9349 members 
Mstep: Class 7 contains 35239 members 
Mstep: Class 8 contains 11571 members 
Mstep: Class 10 contains 1692 members 
Mstep: Class 12 contains 40938 members 
Mstep: Class 13 contains 46515 members 
Mstep: Class 14 contains 4706 members 
Mstep: Class 16 contains 7170 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 152050 members 
Mstep: Class 19 contains 28990 members 
Mstep: Class 20 contains 2730 members 
Mstep: Class 21 contains 193631 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 245Q: 16 clusters Score -2.909052e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 4 contains 9351 members 
Mstep: Class 7 contains 35139 members 
Mstep: Class 8 contains 11574 members 
Mstep: Class 10 contains 1691 members 
Mstep: Class 12 contains 40940 members 
Mstep: Class 13 contains 46476 members 
Mstep: Class 14 contains 4706 members 
Mstep: Class 16 contains 7168 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 152047 members 
Mstep: Class 19 contains 28994 members 
Mstep: Class 20 contains 2728 members 
Mstep: Class 21 contains 193769 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090530.000000 Penalty: 32375.896484
Iteration 246Q: 16 clusters Score -2.909053e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 4 contains 9347 members 
Mstep: Class 7 contains 35046 members 
Mstep: Class 8 contains 11580 members 
Mstep: Class 10 contains 1687 members 
Mstep: Class 12 contains 40942 members 
Mstep: Class 13 contains 46438 members 
Mstep: Class 14 contains 4707 members 
Mstep: Class 16 contains 7167 members 
Mstep: Class 17 contains 1963 members 
Mstep: Class 18 contains 152040 members 
Mstep: Class 19 contains 28987 members 
Mstep: Class 20 contains 2727 members 
Mstep: Class 21 contains 193918 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090476.000000 Penalty: 32375.896484
Iteration 247Q: 16 clusters Score -2.909048e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 4 contains 9348 members 
Mstep: Class 7 contains 34966 members 
Mstep: Class 8 contains 11584 members 
Mstep: Class 10 contains 1686 members 
Mstep: Class 12 contains 40944 members 
Mstep: Class 13 contains 46399 members 
Mstep: Class 14 contains 4708 members 
Mstep: Class 16 contains 7169 members 
Mstep: Class 17 contains 1963 members 
Mstep: Class 18 contains 152031 members 
Mstep: Class 19 contains 28983 members 
Mstep: Class 20 contains 2727 members 
Mstep: Class 21 contains 194042 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090488.000000 Penalty: 32375.896484
Iteration 248Q: 16 clusters Score -2.909049e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 4 contains 9344 members 
Mstep: Class 7 contains 34897 members 
Mstep: Class 8 contains 11588 members 
Mstep: Class 10 contains 1685 members 
Mstep: Class 12 contains 40944 members 
Mstep: Class 13 contains 46355 members 
Mstep: Class 14 contains 4708 members 
Mstep: Class 16 contains 7169 members 
Mstep: Class 17 contains 1960 members 
Mstep: Class 18 contains 152029 members 
Mstep: Class 19 contains 28983 members 
Mstep: Class 20 contains 2724 members 
Mstep: Class 21 contains 194164 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090428.000000 Penalty: 32375.896484
Iteration 249Q: 16 clusters Score -2.909043e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 4 contains 9342 members 
Mstep: Class 7 contains 34828 members 
Mstep: Class 8 contains 11591 members 
Mstep: Class 10 contains 1682 members 
Mstep: Class 12 contains 40945 members 
Mstep: Class 13 contains 46312 members 
Mstep: Class 14 contains 4707 members 
Mstep: Class 16 contains 7169 members 
Mstep: Class 17 contains 1960 members 
Mstep: Class 18 contains 152020 members 
Mstep: Class 19 contains 28982 members 
Mstep: Class 20 contains 2722 members 
Mstep: Class 21 contains 194291 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090468.000000 Penalty: 32375.896484
Iteration 250Q: 16 clusters Score -2.909047e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 4 contains 9337 members 
Mstep: Class 7 contains 34772 members 
Mstep: Class 8 contains 11595 members 
Mstep: Class 10 contains 1680 members 
Mstep: Class 12 contains 40949 members 
Mstep: Class 13 contains 46284 members 
Mstep: Class 14 contains 4707 members 
Mstep: Class 16 contains 7169 members 
Mstep: Class 17 contains 1960 members 
Mstep: Class 18 contains 152013 members 
Mstep: Class 19 contains 28978 members 
Mstep: Class 20 contains 2720 members 
Mstep: Class 21 contains 194385 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090444.000000 Penalty: 32375.896484
Iteration 251Q: 16 clusters Score -2.909044e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 4 contains 9339 members 
Mstep: Class 7 contains 34718 members 
Mstep: Class 8 contains 11600 members 
Mstep: Class 10 contains 1681 members 
Mstep: Class 12 contains 40953 members 
Mstep: Class 13 contains 46252 members 
Mstep: Class 14 contains 4706 members 
Mstep: Class 16 contains 7168 members 
Mstep: Class 17 contains 1960 members 
Mstep: Class 18 contains 152006 members 
Mstep: Class 19 contains 28977 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 194469 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090394.000000 Penalty: 32375.896484
Iteration 252Q: 16 clusters Score -2.909039e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 4 contains 9339 members 
Mstep: Class 7 contains 34678 members 
Mstep: Class 8 contains 11600 members 
Mstep: Class 10 contains 1681 members 
Mstep: Class 12 contains 40957 members 
Mstep: Class 13 contains 46222 members 
Mstep: Class 14 contains 4705 members 
Mstep: Class 16 contains 7166 members 
Mstep: Class 17 contains 1958 members 
Mstep: Class 18 contains 151997 members 
Mstep: Class 19 contains 28971 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 194554 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090372.000000 Penalty: 32375.896484
Iteration 253Q: 16 clusters Score -2.909037e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 4 contains 9339 members 
Mstep: Class 7 contains 34641 members 
Mstep: Class 8 contains 11600 members 
Mstep: Class 10 contains 1681 members 
Mstep: Class 12 contains 40962 members 
Mstep: Class 13 contains 46192 members 
Mstep: Class 14 contains 4703 members 
Mstep: Class 16 contains 7166 members 
Mstep: Class 17 contains 1960 members 
Mstep: Class 18 contains 151987 members 
Mstep: Class 19 contains 28967 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 194628 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090422.000000 Penalty: 32375.896484
Iteration 254Q: 16 clusters Score -2.909042e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 4 contains 9336 members 
Mstep: Class 7 contains 34604 members 
Mstep: Class 8 contains 11601 members 
Mstep: Class 10 contains 1682 members 
Mstep: Class 12 contains 40968 members 
Mstep: Class 13 contains 46156 members 
Mstep: Class 14 contains 4699 members 
Mstep: Class 16 contains 7168 members 
Mstep: Class 17 contains 1960 members 
Mstep: Class 18 contains 151981 members 
Mstep: Class 19 contains 28961 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 194708 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090400.000000 Penalty: 32375.896484
Iteration 255Q: 16 clusters Score -2.90904e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 4 contains 9328 members 
Mstep: Class 7 contains 34563 members 
Mstep: Class 8 contains 11603 members 
Mstep: Class 10 contains 1681 members 
Mstep: Class 12 contains 40977 members 
Mstep: Class 13 contains 46132 members 
Mstep: Class 14 contains 4700 members 
Mstep: Class 16 contains 7169 members 
Mstep: Class 17 contains 1960 members 
Mstep: Class 18 contains 151971 members 
Mstep: Class 19 contains 28962 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 194778 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090440.000000 Penalty: 32375.896484
Iteration 256Q: 16 clusters Score -2.909044e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 4 contains 9315 members 
Mstep: Class 7 contains 34523 members 
Mstep: Class 8 contains 11606 members 
Mstep: Class 10 contains 1681 members 
Mstep: Class 12 contains 40983 members 
Mstep: Class 13 contains 46115 members 
Mstep: Class 14 contains 4699 members 
Mstep: Class 16 contains 7170 members 
Mstep: Class 17 contains 1962 members 
Mstep: Class 18 contains 151961 members 
Mstep: Class 19 contains 28956 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 194851 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090470.000000 Penalty: 32375.896484
Iteration 257Q: 16 clusters Score -2.909047e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 4 contains 9307 members 
Mstep: Class 7 contains 34497 members 
Mstep: Class 8 contains 11609 members 
Mstep: Class 10 contains 1681 members 
Mstep: Class 12 contains 40989 members 
Mstep: Class 13 contains 46096 members 
Mstep: Class 14 contains 4699 members 
Mstep: Class 16 contains 7170 members 
Mstep: Class 17 contains 1964 members 
Mstep: Class 18 contains 151951 members 
Mstep: Class 19 contains 28954 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 194905 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090452.000000 Penalty: 32375.896484
Iteration 258Q: 16 clusters Score -2.909045e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 4 contains 9297 members 
Mstep: Class 7 contains 34476 members 
Mstep: Class 8 contains 11608 members 
Mstep: Class 10 contains 1680 members 
Mstep: Class 12 contains 40994 members 
Mstep: Class 13 contains 46082 members 
Mstep: Class 14 contains 4699 members 
Mstep: Class 16 contains 7170 members 
Mstep: Class 17 contains 1961 members 
Mstep: Class 18 contains 151942 members 
Mstep: Class 19 contains 28951 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 194959 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090458.000000 Penalty: 32375.896484
Iteration 259Q: 16 clusters Score -2.909046e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 4 contains 9287 members 
Mstep: Class 7 contains 34450 members 
Mstep: Class 8 contains 11610 members 
Mstep: Class 10 contains 1679 members 
Mstep: Class 12 contains 41000 members 
Mstep: Class 13 contains 46075 members 
Mstep: Class 14 contains 4700 members 
Mstep: Class 16 contains 7168 members 
Mstep: Class 17 contains 1961 members 
Mstep: Class 18 contains 151937 members 
Mstep: Class 19 contains 28946 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 195004 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090374.000000 Penalty: 32375.896484
Iteration 260F: 16 clusters Score -2.909037e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 4 contains 9278 members 
Mstep: Class 7 contains 34423 members 
Mstep: Class 8 contains 11610 members 
Mstep: Class 10 contains 1680 members 
Mstep: Class 12 contains 41007 members 
Mstep: Class 13 contains 46066 members 
Mstep: Class 14 contains 4700 members 
Mstep: Class 16 contains 7168 members 
Mstep: Class 17 contains 1959 members 
Mstep: Class 18 contains 151930 members 
Mstep: Class 19 contains 28941 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 195056 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090424.000000 Penalty: 32375.896484
Iteration 261Q: 16 clusters Score -2.909042e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 4 contains 9268 members 
Mstep: Class 7 contains 34393 members 
Mstep: Class 8 contains 11613 members 
Mstep: Class 10 contains 1680 members 
Mstep: Class 12 contains 41011 members 
Mstep: Class 13 contains 46060 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 16 contains 7168 members 
Mstep: Class 17 contains 1955 members 
Mstep: Class 18 contains 151923 members 
Mstep: Class 19 contains 28940 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 195105 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090368.000000 Penalty: 32375.896484
Iteration 262Q: 16 clusters Score -2.909037e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 4 contains 9266 members 
Mstep: Class 7 contains 34355 members 
Mstep: Class 8 contains 11612 members 
Mstep: Class 10 contains 1679 members 
Mstep: Class 12 contains 41014 members 
Mstep: Class 13 contains 46053 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 16 contains 7169 members 
Mstep: Class 17 contains 1952 members 
Mstep: Class 18 contains 151920 members 
Mstep: Class 19 contains 28940 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 195155 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090386.000000 Penalty: 32375.896484
Iteration 263Q: 16 clusters Score -2.909039e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 4 contains 9263 members 
Mstep: Class 7 contains 34318 members 
Mstep: Class 8 contains 11612 members 
Mstep: Class 10 contains 1679 members 
Mstep: Class 12 contains 41015 members 
Mstep: Class 13 contains 46049 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 16 contains 7168 members 
Mstep: Class 17 contains 1953 members 
Mstep: Class 18 contains 151918 members 
Mstep: Class 19 contains 28939 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 195202 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090408.000000 Penalty: 32375.896484
Iteration 264Q: 16 clusters Score -2.909041e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 4 contains 9261 members 
Mstep: Class 7 contains 34292 members 
Mstep: Class 8 contains 11613 members 
Mstep: Class 10 contains 1676 members 
Mstep: Class 12 contains 41015 members 
Mstep: Class 13 contains 46043 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 16 contains 7169 members 
Mstep: Class 17 contains 1955 members 
Mstep: Class 18 contains 151916 members 
Mstep: Class 19 contains 28937 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 195238 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090416.000000 Penalty: 32375.896484
Iteration 265Q: 16 clusters Score -2.909042e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 4 contains 9259 members 
Mstep: Class 7 contains 34276 members 
Mstep: Class 8 contains 11613 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41015 members 
Mstep: Class 13 contains 46042 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 16 contains 7170 members 
Mstep: Class 17 contains 1953 members 
Mstep: Class 18 contains 151917 members 
Mstep: Class 19 contains 28934 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 195259 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090398.000000 Penalty: 32375.896484
Iteration 266Q: 16 clusters Score -2.90904e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 4 contains 9257 members 
Mstep: Class 7 contains 34259 members 
Mstep: Class 8 contains 11614 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41015 members 
Mstep: Class 13 contains 46040 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 16 contains 7171 members 
Mstep: Class 17 contains 1953 members 
Mstep: Class 18 contains 151916 members 
Mstep: Class 19 contains 28935 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 195277 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090378.000000 Penalty: 32375.896484
Iteration 267Q: 16 clusters Score -2.909038e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 4 contains 9259 members 
Mstep: Class 7 contains 34237 members 
Mstep: Class 8 contains 11614 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41015 members 
Mstep: Class 13 contains 46036 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 16 contains 7172 members 
Mstep: Class 17 contains 1953 members 
Mstep: Class 18 contains 151916 members 
Mstep: Class 19 contains 28935 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 195300 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090382.000000 Penalty: 32375.896484
Iteration 268Q: 16 clusters Score -2.909038e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 4 contains 9258 members 
Mstep: Class 7 contains 34216 members 
Mstep: Class 8 contains 11614 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41015 members 
Mstep: Class 13 contains 46034 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 16 contains 7172 members 
Mstep: Class 17 contains 1952 members 
Mstep: Class 18 contains 151915 members 
Mstep: Class 19 contains 28935 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 195325 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090378.000000 Penalty: 32375.896484
Iteration 269Q: 16 clusters Score -2.909038e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 4 contains 9258 members 
Mstep: Class 7 contains 34193 members 
Mstep: Class 8 contains 11614 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41015 members 
Mstep: Class 13 contains 46032 members 
Mstep: Class 14 contains 4703 members 
Mstep: Class 16 contains 7172 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151913 members 
Mstep: Class 19 contains 28935 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 195353 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090408.000000 Penalty: 32375.896484
Iteration 270Q: 16 clusters Score -2.909041e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 4 contains 9259 members 
Mstep: Class 7 contains 34166 members 
Mstep: Class 8 contains 11614 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41015 members 
Mstep: Class 13 contains 46026 members 
Mstep: Class 14 contains 4703 members 
Mstep: Class 16 contains 7172 members 
Mstep: Class 17 contains 1952 members 
Mstep: Class 18 contains 151909 members 
Mstep: Class 19 contains 28934 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 195389 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090424.000000 Penalty: 32375.896484
Iteration 271Q: 16 clusters Score -2.909042e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 4 contains 9258 members 
Mstep: Class 7 contains 34151 members 
Mstep: Class 8 contains 11616 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41015 members 
Mstep: Class 13 contains 46019 members 
Mstep: Class 14 contains 4703 members 
Mstep: Class 16 contains 7172 members 
Mstep: Class 17 contains 1952 members 
Mstep: Class 18 contains 151905 members 
Mstep: Class 19 contains 28933 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 195415 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090410.000000 Penalty: 32375.896484
Iteration 272Q: 16 clusters Score -2.909041e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 4 contains 9257 members 
Mstep: Class 7 contains 34140 members 
Mstep: Class 8 contains 11619 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41015 members 
Mstep: Class 13 contains 46007 members 
Mstep: Class 14 contains 4703 members 
Mstep: Class 16 contains 7173 members 
Mstep: Class 17 contains 1952 members 
Mstep: Class 18 contains 151900 members 
Mstep: Class 19 contains 28932 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 195441 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090436.000000 Penalty: 32375.896484
Iteration 273Q: 16 clusters Score -2.909044e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 4 contains 9257 members 
Mstep: Class 7 contains 34128 members 
Mstep: Class 8 contains 11620 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41016 members 
Mstep: Class 13 contains 46000 members 
Mstep: Class 14 contains 4703 members 
Mstep: Class 16 contains 7173 members 
Mstep: Class 17 contains 1952 members 
Mstep: Class 18 contains 151892 members 
Mstep: Class 19 contains 28932 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 195467 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090418.000000 Penalty: 32375.896484
Iteration 274Q: 16 clusters Score -2.909042e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 4 contains 9257 members 
Mstep: Class 7 contains 34117 members 
Mstep: Class 8 contains 11620 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41019 members 
Mstep: Class 13 contains 45996 members 
Mstep: Class 14 contains 4703 members 
Mstep: Class 16 contains 7173 members 
Mstep: Class 17 contains 1952 members 
Mstep: Class 18 contains 151884 members 
Mstep: Class 19 contains 28931 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 195488 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090402.000000 Penalty: 32375.896484
Iteration 275Q: 16 clusters Score -2.90904e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 4 contains 9257 members 
Mstep: Class 7 contains 34097 members 
Mstep: Class 8 contains 11620 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41023 members 
Mstep: Class 13 contains 45996 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 16 contains 7173 members 
Mstep: Class 17 contains 1952 members 
Mstep: Class 18 contains 151877 members 
Mstep: Class 19 contains 28931 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 195512 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090394.000000 Penalty: 32375.896484
Iteration 276Q: 16 clusters Score -2.909039e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 4 contains 9257 members 
Mstep: Class 7 contains 34075 members 
Mstep: Class 8 contains 11620 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41025 members 
Mstep: Class 13 contains 45995 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 16 contains 7173 members 
Mstep: Class 17 contains 1952 members 
Mstep: Class 18 contains 151871 members 
Mstep: Class 19 contains 28929 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 195541 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090392.000000 Penalty: 32375.896484
Iteration 277Q: 16 clusters Score -2.909039e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 4 contains 9257 members 
Mstep: Class 7 contains 34051 members 
Mstep: Class 8 contains 11620 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41028 members 
Mstep: Class 13 contains 45996 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 16 contains 7173 members 
Mstep: Class 17 contains 1952 members 
Mstep: Class 18 contains 151863 members 
Mstep: Class 19 contains 28928 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 195570 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090416.000000 Penalty: 32375.896484
Iteration 278Q: 16 clusters Score -2.909042e+07 nChanged 32
Entering ConstructFrom: 
Score: -29090416.000000 Penalty: 32375.896484
Entering ConstructFrom: 
Trying to split cluster 1 (40540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Entering Unmasked Estep 
Score: -2058151.625000 Penalty: 1724.132202
	Iteration 0F: 2 clusters Score -2058152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -2031149.875000 Penalty: 3448.264404
	Iteration 0F: 3 clusters Score -2031150 nChanged 18919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -2041557.000000 Penalty: 3448.264404
	Iteration 1F: 3 clusters Score -2041557 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -2042027.250000 Penalty: 3448.264404
	Iteration 2Q: 3 clusters Score -2042027 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -2042460.625000 Penalty: 3448.264404
	Iteration 3Q: 3 clusters Score -2042461 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -2042910.875000 Penalty: 3448.264404
	Iteration 4Q: 3 clusters Score -2042911 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -2043396.625000 Penalty: 3448.264404
	Iteration 5Q: 3 clusters Score -2043397 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -2043903.375000 Penalty: 3448.264404
	Iteration 6Q: 3 clusters Score -2043903 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -2044503.125000 Penalty: 3448.264404
	Iteration 7Q: 3 clusters Score -2044503 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -2045223.250000 Penalty: 3448.264404
	Iteration 8Q: 3 clusters Score -2045223 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -2046067.875000 Penalty: 3448.264404
	Iteration 9Q: 3 clusters Score -2046068 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2047081.875000 Penalty: 3448.264404
	Iteration 10Q: 3 clusters Score -2047082 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2048140.000000 Penalty: 3448.264404
	Iteration 11Q: 3 clusters Score -2048140 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2049200.500000 Penalty: 3448.264404
	Iteration 12Q: 3 clusters Score -2049200 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2050126.125000 Penalty: 3448.264404
	Iteration 13Q: 3 clusters Score -2050126 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -2050765.750000 Penalty: 3448.264404
	Iteration 14Q: 3 clusters Score -2050766 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2051141.000000 Penalty: 3448.264404
	Iteration 15Q: 3 clusters Score -2051141 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2051478.625000 Penalty: 3448.264404
	Iteration 16Q: 3 clusters Score -2051479 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -2051781.750000 Penalty: 3448.264404
	Iteration 17Q: 3 clusters Score -2051782 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2052093.125000 Penalty: 3448.264404
	Iteration 18Q: 3 clusters Score -2052093 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -2052475.375000 Penalty: 3448.264404
	Iteration 19Q: 3 clusters Score -2052475 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -2052902.000000 Penalty: 3448.264404
	Iteration 20F: 3 clusters Score -2052902 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2053343.500000 Penalty: 3448.264404
	Iteration 21Q: 3 clusters Score -2053344 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2053775.125000 Penalty: 3448.264404
	Iteration 22Q: 3 clusters Score -2053775 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -2054249.500000 Penalty: 3448.264404
	Iteration 23Q: 3 clusters Score -2054250 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -2054744.375000 Penalty: 3448.264404
	Iteration 24Q: 3 clusters Score -2054744 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2055152.625000 Penalty: 3448.264404
	Iteration 25Q: 3 clusters Score -2055153 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -2055461.250000 Penalty: 3448.264404
	Iteration 26Q: 3 clusters Score -2055461 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2055735.750000 Penalty: 3448.264404
	Iteration 27Q: 3 clusters Score -2055736 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2055935.250000 Penalty: 3448.264404
	Iteration 28Q: 3 clusters Score -2055935 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2056099.625000 Penalty: 3448.264404
	Iteration 29Q: 3 clusters Score -2056100 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2056236.875000 Penalty: 3448.264404
	Iteration 30Q: 3 clusters Score -2056237 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38319 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2056327.000000 Penalty: 3448.264404
	Iteration 31Q: 3 clusters Score -2056327 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2056393.875000 Penalty: 3448.264404
	Iteration 32Q: 3 clusters Score -2056394 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2056451.000000 Penalty: 3448.264404
	Iteration 33Q: 3 clusters Score -2056451 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2056489.125000 Penalty: 3448.264404
	Iteration 34Q: 3 clusters Score -2056489 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2056546.000000 Penalty: 3448.264404
	Iteration 35Q: 3 clusters Score -2056546 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2056596.625000 Penalty: 3448.264404
	Iteration 36Q: 3 clusters Score -2056597 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2056633.375000 Penalty: 3448.264404
	Iteration 37Q: 3 clusters Score -2056633 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2056673.625000 Penalty: 3448.264404
	Iteration 38Q: 3 clusters Score -2056674 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2056696.875000 Penalty: 3448.264404
	Iteration 39Q: 3 clusters Score -2056697 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2056716.250000 Penalty: 3448.264404
	Iteration 40F: 3 clusters Score -2056716 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2056726.250000 Penalty: 3448.264404
	Iteration 41Q: 3 clusters Score -2056726 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2056736.250000 Penalty: 3448.264404
	Iteration 42Q: 3 clusters Score -2056736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2056740.000000 Penalty: 3448.264404
	Iteration 43Q: 3 clusters Score -2056740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2056748.875000 Penalty: 3448.264404
	Iteration 44Q: 3 clusters Score -2056749 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2056760.250000 Penalty: 3448.264404
	Iteration 45Q: 3 clusters Score -2056760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2056765.000000 Penalty: 3448.264404
	Iteration 46Q: 3 clusters Score -2056765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2056767.375000 Penalty: 3448.264404
	Iteration 47Q: 3 clusters Score -2056767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2056769.125000 Penalty: 3448.264404
	Iteration 48Q: 3 clusters Score -2056769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2056773.250000 Penalty: 3448.264404
	Iteration 49Q: 3 clusters Score -2056773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2056775.875000 Penalty: 3448.264404
	Iteration 50Q: 3 clusters Score -2056776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2056776.375000 Penalty: 3448.264404
	Iteration 51Q: 3 clusters Score -2056776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2056776.500000 Penalty: 3448.264404
	Iteration 52Q: 3 clusters Score -2056776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2056779.375000 Penalty: 3448.264404
	Iteration 53Q: 3 clusters Score -2056779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2056781.500000 Penalty: 3448.264404
	Iteration 54Q: 3 clusters Score -2056782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2056780.125000 Penalty: 3448.264404
	Iteration 55Q: 3 clusters Score -2056780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2056782.875000 Penalty: 3448.264404
	Iteration 56Q: 3 clusters Score -2056783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2056787.625000 Penalty: 3448.264404
	Iteration 57Q: 3 clusters Score -2056788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2056790.750000 Penalty: 3448.264404
	Iteration 58Q: 3 clusters Score -2056791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2056790.625000 Penalty: 3448.264404
	Iteration 59Q: 3 clusters Score -2056791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2056791.250000 Penalty: 3448.264404
	Iteration 60F: 3 clusters Score -2056791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2056800.500000 Penalty: 3448.264404
	Iteration 61Q: 3 clusters Score -2056800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2056803.125000 Penalty: 3448.264404
	Iteration 62Q: 3 clusters Score -2056803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2056807.625000 Penalty: 3448.264404
	Iteration 63Q: 3 clusters Score -2056808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2056807.625000 Penalty: 3448.264404
	Iteration 64Q: 3 clusters Score -2056808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2056808.000000 Penalty: 3448.264404
	Iteration 65Q: 3 clusters Score -2056808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39559 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2056809.625000 Penalty: 3448.264404
	Iteration 66Q: 3 clusters Score -2056810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2056810.000000 Penalty: 3448.264404
	Iteration 67Q: 3 clusters Score -2056810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2056810.000000 Penalty: 3448.264404
	Iteration 68F: 3 clusters Score -2056810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Entering Unmasked Estep 
Score: -480996.781250 Penalty: 1484.134399
	Iteration 0F: 2 clusters Score -480996.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -474303.937500 Penalty: 2968.268799
	Iteration 0F: 3 clusters Score -474303.9 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -476503.906250 Penalty: 2968.268799
	Iteration 1F: 3 clusters Score -476503.9 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -476722.968750 Penalty: 2968.268799
	Iteration 2F: 3 clusters Score -476723 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -476890.906250 Penalty: 2968.268799
	Iteration 3Q: 3 clusters Score -476890.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -477044.656250 Penalty: 2968.268799
	Iteration 4Q: 3 clusters Score -477044.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -477185.250000 Penalty: 2968.268799
	Iteration 5Q: 3 clusters Score -477185.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -477330.312500 Penalty: 2968.268799
	Iteration 6Q: 3 clusters Score -477330.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -477476.343750 Penalty: 2968.268799
	Iteration 7Q: 3 clusters Score -477476.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -477634.406250 Penalty: 2968.268799
	Iteration 8Q: 3 clusters Score -477634.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -477764.562500 Penalty: 2968.268799
	Iteration 9Q: 3 clusters Score -477764.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -477900.312500 Penalty: 2968.268799
	Iteration 10Q: 3 clusters Score -477900.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -478033.937500 Penalty: 2968.268799
	Iteration 11Q: 3 clusters Score -478033.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -478160.312500 Penalty: 2968.268799
	Iteration 12Q: 3 clusters Score -478160.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -478286.281250 Penalty: 2968.268799
	Iteration 13Q: 3 clusters Score -478286.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -478417.812500 Penalty: 2968.268799
	Iteration 14Q: 3 clusters Score -478417.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -478524.500000 Penalty: 2968.268799
	Iteration 15Q: 3 clusters Score -478524.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -478605.937500 Penalty: 2968.268799
	Iteration 16Q: 3 clusters Score -478605.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -478669.281250 Penalty: 2968.268799
	Iteration 17Q: 3 clusters Score -478669.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -478722.906250 Penalty: 2968.268799
	Iteration 18Q: 3 clusters Score -478722.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -478759.375000 Penalty: 2968.268799
	Iteration 19Q: 3 clusters Score -478759.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -478800.000000 Penalty: 2968.268799
	Iteration 20F: 3 clusters Score -478800 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -478841.343750 Penalty: 2968.268799
	Iteration 21Q: 3 clusters Score -478841.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -478878.781250 Penalty: 2968.268799
	Iteration 22Q: 3 clusters Score -478878.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -478919.500000 Penalty: 2968.268799
	Iteration 23Q: 3 clusters Score -478919.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -478966.218750 Penalty: 2968.268799
	Iteration 24Q: 3 clusters Score -478966.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -479007.812500 Penalty: 2968.268799
	Iteration 25Q: 3 clusters Score -479007.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -479050.281250 Penalty: 2968.268799
	Iteration 26Q: 3 clusters Score -479050.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -479090.687500 Penalty: 2968.268799
	Iteration 27Q: 3 clusters Score -479090.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -479135.875000 Penalty: 2968.268799
	Iteration 28Q: 3 clusters Score -479135.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -479195.156250 Penalty: 2968.268799
	Iteration 29Q: 3 clusters Score -479195.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -479247.343750 Penalty: 2968.268799
	Iteration 30Q: 3 clusters Score -479247.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -479292.125000 Penalty: 2968.268799
	Iteration 31Q: 3 clusters Score -479292.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -479326.062500 Penalty: 2968.268799
	Iteration 32Q: 3 clusters Score -479326.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -479361.437500 Penalty: 2968.268799
	Iteration 33Q: 3 clusters Score -479361.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -479387.437500 Penalty: 2968.268799
	Iteration 34Q: 3 clusters Score -479387.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -479401.656250 Penalty: 2968.268799
	Iteration 35Q: 3 clusters Score -479401.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -479420.625000 Penalty: 2968.268799
	Iteration 36Q: 3 clusters Score -479420.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -479445.125000 Penalty: 2968.268799
	Iteration 37Q: 3 clusters Score -479445.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -479471.406250 Penalty: 2968.268799
	Iteration 38Q: 3 clusters Score -479471.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -479494.906250 Penalty: 2968.268799
	Iteration 39Q: 3 clusters Score -479494.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -479514.875000 Penalty: 2968.268799
	Iteration 40F: 3 clusters Score -479514.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -479543.937500 Penalty: 2968.268799
	Iteration 41Q: 3 clusters Score -479543.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -479566.000000 Penalty: 2968.268799
	Iteration 42Q: 3 clusters Score -479566 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -479588.968750 Penalty: 2968.268799
	Iteration 43Q: 3 clusters Score -479589 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -479605.468750 Penalty: 2968.268799
	Iteration 44Q: 3 clusters Score -479605.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -479620.062500 Penalty: 2968.268799
	Iteration 45Q: 3 clusters Score -479620.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -479630.781250 Penalty: 2968.268799
	Iteration 46Q: 3 clusters Score -479630.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -479640.968750 Penalty: 2968.268799
	Iteration 47Q: 3 clusters Score -479641 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -479649.250000 Penalty: 2968.268799
	Iteration 48Q: 3 clusters Score -479649.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -479654.562500 Penalty: 2968.268799
	Iteration 49Q: 3 clusters Score -479654.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -479660.968750 Penalty: 2968.268799
	Iteration 50Q: 3 clusters Score -479661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -479665.656250 Penalty: 2968.268799
	Iteration 51Q: 3 clusters Score -479665.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -479667.875000 Penalty: 2968.268799
	Iteration 52Q: 3 clusters Score -479667.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -479670.406250 Penalty: 2968.268799
	Iteration 53Q: 3 clusters Score -479670.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -479672.312500 Penalty: 2968.268799
	Iteration 54Q: 3 clusters Score -479672.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -479674.718750 Penalty: 2968.268799
	Iteration 55Q: 3 clusters Score -479674.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -479676.562500 Penalty: 2968.268799
	Iteration 56Q: 3 clusters Score -479676.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -479676.843750 Penalty: 2968.268799
	Iteration 57Q: 3 clusters Score -479676.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -479678.968750 Penalty: 2968.268799
	Iteration 58Q: 3 clusters Score -479679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -479679.406250 Penalty: 2968.268799
	Iteration 59Q: 3 clusters Score -479679.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -479679.406250 Penalty: 2968.268799
	Iteration 60F: 3 clusters Score -479679.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (34031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34031 members 
Entering Unmasked Estep 
Score: -1751394.000000 Penalty: 1695.691895
	Iteration 0F: 2 clusters Score -1751394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -1728645.875000 Penalty: 3391.383789
	Iteration 0F: 3 clusters Score -1728646 nChanged 15729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -1737331.500000 Penalty: 3391.383789
	Iteration 1F: 3 clusters Score -1737332 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -1737876.125000 Penalty: 3391.383789
	Iteration 2Q: 3 clusters Score -1737876 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -1738548.500000 Penalty: 3391.383789
	Iteration 3Q: 3 clusters Score -1738548 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -1739424.125000 Penalty: 3391.383789
	Iteration 4Q: 3 clusters Score -1739424 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -1740598.375000 Penalty: 3391.383789
	Iteration 5F: 3 clusters Score -1740598 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -1742095.750000 Penalty: 3391.383789
	Iteration 6F: 3 clusters Score -1742096 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -1743831.000000 Penalty: 3391.383789
	Iteration 7F: 3 clusters Score -1743831 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -1745556.000000 Penalty: 3391.383789
	Iteration 8F: 3 clusters Score -1745556 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -1746992.125000 Penalty: 3391.383789
	Iteration 9F: 3 clusters Score -1746992 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1747900.250000 Penalty: 3391.383789
	Iteration 10Q: 3 clusters Score -1747900 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1748401.250000 Penalty: 3391.383789
	Iteration 11Q: 3 clusters Score -1748401 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -1748657.750000 Penalty: 3391.383789
	Iteration 12Q: 3 clusters Score -1748658 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -1748770.500000 Penalty: 3391.383789
	Iteration 13Q: 3 clusters Score -1748770 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -1748830.875000 Penalty: 3391.383789
	Iteration 14Q: 3 clusters Score -1748831 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1748869.500000 Penalty: 3391.383789
	Iteration 15Q: 3 clusters Score -1748870 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -1748906.750000 Penalty: 3391.383789
	Iteration 16Q: 3 clusters Score -1748907 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -1748932.875000 Penalty: 3391.383789
	Iteration 17Q: 3 clusters Score -1748933 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1748957 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1748964 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -1748971.125000 Penalty: 3391.383789
	Iteration 20F: 3 clusters Score -1748971 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1748971 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1748981 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1748983 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1748987 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1748984 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1748992 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1748982 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1748985 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1748986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1748990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1748988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1748987 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1748988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1748987 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1748995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1748994 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1749001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1749002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1749000 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -1749004.250000 Penalty: 3391.383789
	Iteration 40F: 3 clusters Score -1749004 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1749005 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1749005 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1749008 nChanged 10
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Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1749010 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1749014 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1749015 nChanged 14
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Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1749018 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -1749021.000000 Penalty: 3391.383789
	Iteration 49Q: 3 clusters Score -1749021 nChanged 14
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Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1749018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1749018 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1749017 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1749015 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1749019 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1749018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1749010 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1749014 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1749015 nChanged 18
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Mstep: Class 1 contains 18912 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1749012 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1749012 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1749019 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -1749026.000000 Penalty: 3391.383789
	Iteration 62Q: 3 clusters Score -1749026 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1749025 nChanged 28
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Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1749026 nChanged 29
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Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1749025 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19030 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1749029 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1749030 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1749025 nChanged 21
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Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -1749023.625000 Penalty: 3391.383789
	Iteration 69Q: 3 clusters Score -1749024 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19112 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1749028 nChanged 19
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Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1749028 nChanged 21
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Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1749031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1749031 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19192 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1749030 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1749036 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1749044 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1749057 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1749072 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1749076 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1749081.625000 Penalty: 3391.383789
	Iteration 80F: 3 clusters Score -1749082 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1749092 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1749117 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1749131 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1749144 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1749160 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1749172 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19966 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1749180 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1749195 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1749206 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1749218 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1749228 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1749231.375000 Penalty: 3391.383789
	Iteration 92Q: 3 clusters Score -1749231 nChanged 61
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Mstep: Class 1 contains 20301 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1749238 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1749234 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1749253 nChanged 67
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Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1749266 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1749278 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1749283.750000 Penalty: 3391.383789
	Iteration 98Q: 3 clusters Score -1749284 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1749293.625000 Penalty: 3391.383789
	Iteration 99Q: 3 clusters Score -1749294 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1749310.875000 Penalty: 3391.383789
	Iteration 100F: 3 clusters Score -1749311 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -1749314.000000 Penalty: 3391.383789
	Iteration 101Q: 3 clusters Score -1749314 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1749316.625000 Penalty: 3391.383789
	Iteration 102Q: 3 clusters Score -1749317 nChanged 65
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1749322.000000 Penalty: 3391.383789
	Iteration 103Q: 3 clusters Score -1749322 nChanged 55
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Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1749335.750000 Penalty: 3391.383789
	Iteration 104Q: 3 clusters Score -1749336 nChanged 66
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Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1749335 nChanged 69
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Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1749343.625000 Penalty: 3391.383789
	Iteration 106Q: 3 clusters Score -1749344 nChanged 62
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Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1749357.750000 Penalty: 3391.383789
	Iteration 107Q: 3 clusters Score -1749358 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1749361.250000 Penalty: 3391.383789
	Iteration 108Q: 3 clusters Score -1749361 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1749363.875000 Penalty: 3391.383789
	Iteration 109Q: 3 clusters Score -1749364 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1749368 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1749371 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1749372 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1749379 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1749379 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1749378 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1749387 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1749388 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1749392 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1749395 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1749400 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1749408 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1749412 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1749415 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1749420 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1749422 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1749430 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1749442 nChanged 70
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Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1749440 nChanged 70
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Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1749453 nChanged 59
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Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1749466 nChanged 56
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Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1749475 nChanged 59
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Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1749472 nChanged 63
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Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1749482 nChanged 73
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Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1749492 nChanged 85
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Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 11424 members 
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	Iteration 135Q: 3 clusters Score -1749494 nChanged 71
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Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 11355 members 
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	Iteration 136Q: 3 clusters Score -1749499 nChanged 51
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Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1749500 nChanged 47
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Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1749500 nChanged 41
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Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1749506 nChanged 36
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Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1749506 nChanged 27
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Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1749510 nChanged 30
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Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1749511 nChanged 36
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Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1749518 nChanged 44
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Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1749522 nChanged 35
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Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1749522 nChanged 41
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Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1749524 nChanged 46
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Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1749523 nChanged 38
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Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1749521 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1749525 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1749526 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1749526 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1749529 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1749538 nChanged 54
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1749547 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1749545 nChanged 42
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Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1749546 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1749551 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 10423 members 
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	Iteration 159Q: 3 clusters Score -1749559 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -1749564 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1749566 nChanged 39
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Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1749576 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 10268 members 
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	Iteration 163Q: 3 clusters Score -1749574 nChanged 36
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Mstep: Class 1 contains 23799 members 
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	Iteration 164Q: 3 clusters Score -1749576 nChanged 36
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Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 10196 members 
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	Iteration 165Q: 3 clusters Score -1749573 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 10159 members 
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	Iteration 166Q: 3 clusters Score -1749574 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23909 members 
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	Iteration 167Q: 3 clusters Score -1749577 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 10089 members 
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	Iteration 168Q: 3 clusters Score -1749586 nChanged 34
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Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 10055 members 
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	Iteration 169Q: 3 clusters Score -1749587 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 10033 members 
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	Iteration 170Q: 3 clusters Score -1749588 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24020 members 
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	Iteration 171Q: 3 clusters Score -1749586 nChanged 27
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Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 9986 members 
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	Iteration 172Q: 3 clusters Score -1749590 nChanged 24
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Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 9962 members 
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	Iteration 173Q: 3 clusters Score -1749594 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 9947 members 
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	Iteration 174Q: 3 clusters Score -1749592 nChanged 12
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Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 9937 members 
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	Iteration 175Q: 3 clusters Score -1749597 nChanged 10
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Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 9927 members 
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	Iteration 176Q: 3 clusters Score -1749595 nChanged 15
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Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 9914 members 
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	Iteration 177Q: 3 clusters Score -1749592 nChanged 15
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Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 9899 members 
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	Iteration 178Q: 3 clusters Score -1749596 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 9881 members 
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	Iteration 179Q: 3 clusters Score -1749598 nChanged 12
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Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 9869 members 
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	Iteration 180F: 3 clusters Score -1749599 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 9858 members 
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	Iteration 181Q: 3 clusters Score -1749599 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 9851 members 
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	Iteration 182Q: 3 clusters Score -1749597 nChanged 6
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Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 9845 members 
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	Iteration 183Q: 3 clusters Score -1749598 nChanged 5
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Mstep: Class 1 contains 24191 members 
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	Iteration 184Q: 3 clusters Score -1749598 nChanged 5
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Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 9835 members 
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	Iteration 185Q: 3 clusters Score -1749596 nChanged 7
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Mstep: Class 1 contains 24203 members 
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	Iteration 186Q: 3 clusters Score -1749594 nChanged 4
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	Iteration 187Q: 3 clusters Score -1749595 nChanged 4
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	Iteration 188Q: 3 clusters Score -1749594 nChanged 1
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	Iteration 189Q: 3 clusters Score -1749594 nChanged 1
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	Iteration 190Q: 3 clusters Score -1749595 nChanged 1
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	Iteration 191Q: 3 clusters Score -1749595 nChanged 2
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	Iteration 192Q: 3 clusters Score -1749597 nChanged 3
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	Iteration 193Q: 3 clusters Score -1749599 nChanged 3
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	Iteration 194Q: 3 clusters Score -1749596 nChanged 4
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	Iteration 195Q: 3 clusters Score -1749597 nChanged 4
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	Iteration 196Q: 3 clusters Score -1749597 nChanged 5
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	Iteration 197Q: 3 clusters Score -1749595 nChanged 2
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	Iteration 198Q: 3 clusters Score -1749594 nChanged 1
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	Iteration 199Q: 3 clusters Score -1749594 nChanged 3
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	Iteration 200F: 3 clusters Score -1749592 nChanged 1
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	Iteration 201Q: 3 clusters Score -1749590 nChanged 3
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	Iteration 202Q: 3 clusters Score -1749592 nChanged 2
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Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -1749594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -1749593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -1749595 nChanged 4
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Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -1749592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -1749594 nChanged 11
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Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -1749593 nChanged 15
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Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -1749598 nChanged 16
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Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -1749601 nChanged 16
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Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -1749600 nChanged 18
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Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -1749600 nChanged 17
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Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -1749603 nChanged 11
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Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -1749602 nChanged 13
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Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -1749601 nChanged 20
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Mstep: Class 1 contains 24394 members 
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Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -1749606 nChanged 22
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Mstep: Class 1 contains 24416 members 
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -1749611 nChanged 24
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Mstep: Class 1 contains 24440 members 
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -1749614 nChanged 21
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Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -1749610 nChanged 21
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Mstep: Class 1 contains 24482 members 
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -1749618 nChanged 24
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Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -1749622 nChanged 21
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Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -1749620 nChanged 21
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Mstep: Class 1 contains 24546 members 
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Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -1749621 nChanged 15
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Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -1749624 nChanged 14
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Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -1749624 nChanged 14
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Mstep: Class 1 contains 24585 members 
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	Iteration 226Q: 3 clusters Score -1749620 nChanged 15
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Mstep: Class 1 contains 24600 members 
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Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -1749621 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -1749623 nChanged 19
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Mstep: Class 1 contains 24629 members 
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Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -1749622 nChanged 18
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Mstep: Class 1 contains 24647 members 
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Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -1749617 nChanged 23
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Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -1749623 nChanged 24
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Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -1749624 nChanged 18
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Mstep: Class 1 contains 24708 members 
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Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -1749630 nChanged 21
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Mstep: Class 1 contains 24729 members 
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Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -1749630 nChanged 21
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Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 9281 members 
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	Iteration 235Q: 3 clusters Score -1749630 nChanged 24
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Mstep: Class 1 contains 24770 members 
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Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -1749634 nChanged 23
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Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 9238 members 
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	Iteration 237Q: 3 clusters Score -1749641 nChanged 23
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Mstep: Class 1 contains 24816 members 
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	Iteration 238Q: 3 clusters Score -1749642 nChanged 17
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Mstep: Class 1 contains 24833 members 
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Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -1749640 nChanged 28
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Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -1749646 nChanged 23
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Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 9147 members 
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	Iteration 241Q: 3 clusters Score -1749643 nChanged 29
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Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -1749646 nChanged 25
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Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -1749644 nChanged 22
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Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -1749640 nChanged 33
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Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -1749645 nChanged 30
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Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 9012 members 
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	Iteration 246Q: 3 clusters Score -1749646 nChanged 24
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Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 8988 members 
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	Iteration 247Q: 3 clusters Score -1749647 nChanged 23
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Mstep: Class 1 contains 25062 members 
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Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -1749645 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -1749645 nChanged 24
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Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 8926 members 
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	Iteration 250Q: 3 clusters Score -1749643 nChanged 15
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Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 8913 members 
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	Iteration 251Q: 3 clusters Score -1749646 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 8898 members 
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	Iteration 252Q: 3 clusters Score -1749646 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -1749646 nChanged 8
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Mstep: Class 1 contains 25154 members 
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	Iteration 254Q: 3 clusters Score -1749648 nChanged 16
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	Iteration 255Q: 3 clusters Score -1749647 nChanged 11
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Mstep: Class 1 contains 25181 members 
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	Iteration 256Q: 3 clusters Score -1749648 nChanged 14
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Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -1749649 nChanged 10
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Mstep: Class 1 contains 25205 members 
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	Iteration 258Q: 3 clusters Score -1749653 nChanged 8
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Mstep: Class 1 contains 25211 members 
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	Iteration 259Q: 3 clusters Score -1749650 nChanged 4
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Mstep: Class 1 contains 25215 members 
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Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -1749651 nChanged 8
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Mstep: Class 1 contains 25223 members 
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Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -1749652 nChanged 6
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Mstep: Class 1 contains 25229 members 
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Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -1749657 nChanged 4
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Mstep: Class 1 contains 25233 members 
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Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -1749657 nChanged 3
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Mstep: Class 1 contains 25236 members 
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	Iteration 264Q: 3 clusters Score -1749654 nChanged 5
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Mstep: Class 1 contains 25237 members 
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	Iteration 265Q: 3 clusters Score -1749656 nChanged 8
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Mstep: Class 1 contains 25245 members 
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Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -1749659 nChanged 13
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Mstep: Class 1 contains 25258 members 
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Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -1749659 nChanged 7
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Mstep: Class 1 contains 25265 members 
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Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -1749660 nChanged 8
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Mstep: Class 1 contains 25273 members 
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Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -1749660 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25280 members 
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Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -1749659 nChanged 9
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Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -1749658 nChanged 10
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Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -1749658 nChanged 8
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Mstep: Class 1 contains 25307 members 
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Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -1749661 nChanged 14
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Mstep: Class 1 contains 25321 members 
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Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -1749662 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25326 members 
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Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -1749661 nChanged 4
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	Iteration 276Q: 3 clusters Score -1749664 nChanged 9
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Mstep: Class 1 contains 25339 members 
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	Iteration 277Q: 3 clusters Score -1749663 nChanged 17
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Mstep: Class 1 contains 25356 members 
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Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -1749666 nChanged 24
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Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -1749673 nChanged 9
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Mstep: Class 1 contains 25385 members 
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Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -1749671 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -1749676 nChanged 4
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	Iteration 282Q: 3 clusters Score -1749672 nChanged 4
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Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -1749671 nChanged 6
Entering Unmasked Mstep 
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	Iteration 284Q: 3 clusters Score -1749670 nChanged 10
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Mstep: Class 1 contains 25410 members 
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	Iteration 285Q: 3 clusters Score -1749673 nChanged 14
Entering Unmasked Mstep 
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	Iteration 286Q: 3 clusters Score -1749677 nChanged 19
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	Iteration 287Q: 3 clusters Score -1749675 nChanged 26
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	Iteration 288Q: 3 clusters Score -1749678 nChanged 33
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	Iteration 289Q: 3 clusters Score -1749678 nChanged 28
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	Iteration 290Q: 3 clusters Score -1749683 nChanged 28
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	Iteration 291Q: 3 clusters Score -1749677 nChanged 33
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	Iteration 292Q: 3 clusters Score -1749679 nChanged 32
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	Iteration 293Q: 3 clusters Score -1749681 nChanged 27
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	Iteration 294Q: 3 clusters Score -1749685 nChanged 26
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	Iteration 295Q: 3 clusters Score -1749693 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1749693.625000 Penalty: 3391.383789
	Iteration 296Q: 3 clusters Score -1749694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1749696.125000 Penalty: 3391.383789
	Iteration 297Q: 3 clusters Score -1749696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1749696.875000 Penalty: 3391.383789
	Iteration 298Q: 3 clusters Score -1749697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1749697.250000 Penalty: 3391.383789
	Iteration 299Q: 3 clusters Score -1749697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1749700.750000 Penalty: 3391.383789
	Iteration 300F: 3 clusters Score -1749701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1749699.125000 Penalty: 3391.383789
	Iteration 301Q: 3 clusters Score -1749699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1749699.125000 Penalty: 3391.383789
	Iteration 302Q: 3 clusters Score -1749699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1749701.250000 Penalty: 3391.383789
	Iteration 303Q: 3 clusters Score -1749701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1749703.875000 Penalty: 3391.383789
	Iteration 304Q: 3 clusters Score -1749704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1749703.875000 Penalty: 3391.383789
	Iteration 305Q: 3 clusters Score -1749704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1749703.750000 Penalty: 3391.383789
	Iteration 306Q: 3 clusters Score -1749704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1749705.500000 Penalty: 3391.383789
	Iteration 307Q: 3 clusters Score -1749706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1749709.750000 Penalty: 3391.383789
	Iteration 308Q: 3 clusters Score -1749710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1749710.000000 Penalty: 3391.383789
	Iteration 309Q: 3 clusters Score -1749710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1749706.250000 Penalty: 3391.383789
	Iteration 310Q: 3 clusters Score -1749706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1749705.250000 Penalty: 3391.383789
	Iteration 311Q: 3 clusters Score -1749705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1749704.375000 Penalty: 3391.383789
	Iteration 312Q: 3 clusters Score -1749704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1749705.875000 Penalty: 3391.383789
	Iteration 313Q: 3 clusters Score -1749706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1749708.000000 Penalty: 3391.383789
	Iteration 314Q: 3 clusters Score -1749708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1749708.375000 Penalty: 3391.383789
	Iteration 315Q: 3 clusters Score -1749708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1749706.500000 Penalty: 3391.383789
	Iteration 316Q: 3 clusters Score -1749706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1749704.375000 Penalty: 3391.383789
	Iteration 317Q: 3 clusters Score -1749704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1749706.625000 Penalty: 3391.383789
	Iteration 318Q: 3 clusters Score -1749707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1749705.125000 Penalty: 3391.383789
	Iteration 319Q: 3 clusters Score -1749705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1749705.375000 Penalty: 3391.383789
	Iteration 320F: 3 clusters Score -1749705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1749704.375000 Penalty: 3391.383789
	Iteration 321Q: 3 clusters Score -1749704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1749704.875000 Penalty: 3391.383789
	Iteration 322Q: 3 clusters Score -1749705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1749705.875000 Penalty: 3391.383789
	Iteration 323Q: 3 clusters Score -1749706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1749709.375000 Penalty: 3391.383789
	Iteration 324Q: 3 clusters Score -1749709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1749707.500000 Penalty: 3391.383789
	Iteration 325Q: 3 clusters Score -1749708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1749710.750000 Penalty: 3391.383789
	Iteration 326Q: 3 clusters Score -1749711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1749709.375000 Penalty: 3391.383789
	Iteration 327Q: 3 clusters Score -1749709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1749713.125000 Penalty: 3391.383789
	Iteration 328Q: 3 clusters Score -1749713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1749716.375000 Penalty: 3391.383789
	Iteration 329Q: 3 clusters Score -1749716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1749719.000000 Penalty: 3391.383789
	Iteration 330Q: 3 clusters Score -1749719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1749719.750000 Penalty: 3391.383789
	Iteration 331Q: 3 clusters Score -1749720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1749717.250000 Penalty: 3391.383789
	Iteration 332Q: 3 clusters Score -1749717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1749721.125000 Penalty: 3391.383789
	Iteration 333Q: 3 clusters Score -1749721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1749721.375000 Penalty: 3391.383789
	Iteration 334Q: 3 clusters Score -1749721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1749720.500000 Penalty: 3391.383789
	Iteration 335Q: 3 clusters Score -1749720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1749718.750000 Penalty: 3391.383789
	Iteration 336Q: 3 clusters Score -1749719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1749718.750000 Penalty: 3391.383789
	Iteration 337F: 3 clusters Score -1749719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Entering Unmasked Estep 
Score: -575136.687500 Penalty: 1521.092407
	Iteration 0F: 2 clusters Score -575136.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -566914.500000 Penalty: 3042.184814
	Iteration 0F: 3 clusters Score -566914.5 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -569798.125000 Penalty: 3042.184814
	Iteration 1F: 3 clusters Score -569798.1 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -570217.375000 Penalty: 3042.184814
	Iteration 2F: 3 clusters Score -570217.4 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -570639.062500 Penalty: 3042.184814
	Iteration 3F: 3 clusters Score -570639.1 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -571155.562500 Penalty: 3042.184814
	Iteration 4F: 3 clusters Score -571155.6 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -571772.875000 Penalty: 3042.184814
	Iteration 5F: 3 clusters Score -571772.9 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -572395.312500 Penalty: 3042.184814
	Iteration 6F: 3 clusters Score -572395.3 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -572903.437500 Penalty: 3042.184814
	Iteration 7Q: 3 clusters Score -572903.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -573301.250000 Penalty: 3042.184814
	Iteration 8Q: 3 clusters Score -573301.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -573528.812500 Penalty: 3042.184814
	Iteration 9Q: 3 clusters Score -573528.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -573645.500000 Penalty: 3042.184814
	Iteration 10Q: 3 clusters Score -573645.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -573718.562500 Penalty: 3042.184814
	Iteration 11Q: 3 clusters Score -573718.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -573778.562500 Penalty: 3042.184814
	Iteration 12Q: 3 clusters Score -573778.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -573816.312500 Penalty: 3042.184814
	Iteration 13Q: 3 clusters Score -573816.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -573844.000000 Penalty: 3042.184814
	Iteration 14Q: 3 clusters Score -573844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -573851.562500 Penalty: 3042.184814
	Iteration 15Q: 3 clusters Score -573851.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -573859.875000 Penalty: 3042.184814
	Iteration 16Q: 3 clusters Score -573859.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -573865.375000 Penalty: 3042.184814
	Iteration 17Q: 3 clusters Score -573865.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -573870.500000 Penalty: 3042.184814
	Iteration 18Q: 3 clusters Score -573870.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -573875.000000 Penalty: 3042.184814
	Iteration 19Q: 3 clusters Score -573875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -573880.125000 Penalty: 3042.184814
	Iteration 20F: 3 clusters Score -573880.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -573884.500000 Penalty: 3042.184814
	Iteration 21Q: 3 clusters Score -573884.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -573886.625000 Penalty: 3042.184814
	Iteration 22Q: 3 clusters Score -573886.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -573888.312500 Penalty: 3042.184814
	Iteration 23Q: 3 clusters Score -573888.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -573889.062500 Penalty: 3042.184814
	Iteration 24Q: 3 clusters Score -573889.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -573889.062500 Penalty: 3042.184814
	Iteration 25F: 3 clusters Score -573889.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Entering Unmasked Estep 
Score: -79320.468750 Penalty: 1206.523804
	Iteration 0F: 2 clusters Score -79320.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -77448.968750 Penalty: 2413.047607
	Iteration 0F: 3 clusters Score -77448.97 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -77786.429688 Penalty: 2413.047607
	Iteration 1F: 3 clusters Score -77786.43 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -77890.257812 Penalty: 2413.047607
	Iteration 2F: 3 clusters Score -77890.26 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -77952.195312 Penalty: 2413.047607
	Iteration 3Q: 3 clusters Score -77952.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -77993.390625 Penalty: 2413.047607
	Iteration 4Q: 3 clusters Score -77993.39 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -78023.867188 Penalty: 2413.047607
	Iteration 5Q: 3 clusters Score -78023.87 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -78045.562500 Penalty: 2413.047607
	Iteration 6Q: 3 clusters Score -78045.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -78059.343750 Penalty: 2413.047607
	Iteration 7Q: 3 clusters Score -78059.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -78078.117188 Penalty: 2413.047607
	Iteration 8Q: 3 clusters Score -78078.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -78094.781250 Penalty: 2413.047607
	Iteration 9Q: 3 clusters Score -78094.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -78107.562500 Penalty: 2413.047607
	Iteration 10Q: 3 clusters Score -78107.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -78122.875000 Penalty: 2413.047607
	Iteration 11Q: 3 clusters Score -78122.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -78134.484375 Penalty: 2413.047607
	Iteration 12Q: 3 clusters Score -78134.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -78144.421875 Penalty: 2413.047607
	Iteration 13Q: 3 clusters Score -78144.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -78152.843750 Penalty: 2413.047607
	Iteration 14Q: 3 clusters Score -78152.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -78160.289062 Penalty: 2413.047607
	Iteration 15Q: 3 clusters Score -78160.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -78164.304688 Penalty: 2413.047607
	Iteration 16Q: 3 clusters Score -78164.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -78170.203125 Penalty: 2413.047607
	Iteration 17Q: 3 clusters Score -78170.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -78173.023438 Penalty: 2413.047607
	Iteration 18Q: 3 clusters Score -78173.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -78175.015625 Penalty: 2413.047607
	Iteration 19Q: 3 clusters Score -78175.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -78176.734375 Penalty: 2413.047607
	Iteration 20F: 3 clusters Score -78176.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -78178.726562 Penalty: 2413.047607
	Iteration 21Q: 3 clusters Score -78178.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -78180.218750 Penalty: 2413.047607
	Iteration 22Q: 3 clusters Score -78180.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -78181.796875 Penalty: 2413.047607
	Iteration 23Q: 3 clusters Score -78181.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -78182.226562 Penalty: 2413.047607
	Iteration 24Q: 3 clusters Score -78182.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -78183.335938 Penalty: 2413.047607
	Iteration 25Q: 3 clusters Score -78183.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -78183.726562 Penalty: 2413.047607
	Iteration 26Q: 3 clusters Score -78183.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -78184.156250 Penalty: 2413.047607
	Iteration 27Q: 3 clusters Score -78184.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -78184.429688 Penalty: 2413.047607
	Iteration 28Q: 3 clusters Score -78184.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -78184.632812 Penalty: 2413.047607
	Iteration 29Q: 3 clusters Score -78184.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -78184.632812 Penalty: 2413.047607
	Iteration 30F: 3 clusters Score -78184.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (41029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Entering Unmasked Estep 
Score: -2178604.250000 Penalty: 1726.080566
	Iteration 0F: 2 clusters Score -2178604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -2150834.250000 Penalty: 3452.161133
	Iteration 0F: 3 clusters Score -2150834 nChanged 19298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -2161737.500000 Penalty: 3452.161133
	Iteration 1F: 3 clusters Score -2161738 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -2162270.000000 Penalty: 3452.161133
	Iteration 2Q: 3 clusters Score -2162270 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -2163082.000000 Penalty: 3452.161133
	Iteration 3Q: 3 clusters Score -2163082 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -2164271.500000 Penalty: 3452.161133
	Iteration 4Q: 3 clusters Score -2164272 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -2165836.500000 Penalty: 3452.161133
	Iteration 5F: 3 clusters Score -2165836 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -2167501.000000 Penalty: 3452.161133
	Iteration 6F: 3 clusters Score -2167501 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -2169353.750000 Penalty: 3452.161133
	Iteration 7F: 3 clusters Score -2169354 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -2171357.500000 Penalty: 3452.161133
	Iteration 8F: 3 clusters Score -2171358 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -2173468.500000 Penalty: 3452.161133
	Iteration 9F: 3 clusters Score -2173468 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -2175346.250000 Penalty: 3452.161133
	Iteration 10F: 3 clusters Score -2175346 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -2176398.250000 Penalty: 3452.161133
	Iteration 11Q: 3 clusters Score -2176398 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -2176809.000000 Penalty: 3452.161133
	Iteration 12Q: 3 clusters Score -2176809 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -2176980.000000 Penalty: 3452.161133
	Iteration 13Q: 3 clusters Score -2176980 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -2177055.750000 Penalty: 3452.161133
	Iteration 14Q: 3 clusters Score -2177056 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -2177105.750000 Penalty: 3452.161133
	Iteration 15Q: 3 clusters Score -2177106 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2177139.250000 Penalty: 3452.161133
	Iteration 16Q: 3 clusters Score -2177139 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -2177156.250000 Penalty: 3452.161133
	Iteration 17Q: 3 clusters Score -2177156 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -2177171.750000 Penalty: 3452.161133
	Iteration 18Q: 3 clusters Score -2177172 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2177186.250000 Penalty: 3452.161133
	Iteration 19Q: 3 clusters Score -2177186 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2177207.250000 Penalty: 3452.161133
	Iteration 20F: 3 clusters Score -2177207 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2177221.000000 Penalty: 3452.161133
	Iteration 21Q: 3 clusters Score -2177221 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -2177249.250000 Penalty: 3452.161133
	Iteration 22Q: 3 clusters Score -2177249 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2177276.500000 Penalty: 3452.161133
	Iteration 23Q: 3 clusters Score -2177276 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -2177300.750000 Penalty: 3452.161133
	Iteration 24Q: 3 clusters Score -2177301 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2177321.250000 Penalty: 3452.161133
	Iteration 25Q: 3 clusters Score -2177321 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -2177339.750000 Penalty: 3452.161133
	Iteration 26Q: 3 clusters Score -2177340 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -2177354.000000 Penalty: 3452.161133
	Iteration 27Q: 3 clusters Score -2177354 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -2177379.750000 Penalty: 3452.161133
	Iteration 28Q: 3 clusters Score -2177380 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2177396.750000 Penalty: 3452.161133
	Iteration 29Q: 3 clusters Score -2177397 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -2177419.250000 Penalty: 3452.161133
	Iteration 30Q: 3 clusters Score -2177419 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -2177434.500000 Penalty: 3452.161133
	Iteration 31Q: 3 clusters Score -2177434 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2177453.250000 Penalty: 3452.161133
	Iteration 32Q: 3 clusters Score -2177453 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -2177468.250000 Penalty: 3452.161133
	Iteration 33Q: 3 clusters Score -2177468 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -2177479.000000 Penalty: 3452.161133
	Iteration 34Q: 3 clusters Score -2177479 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -2177496.000000 Penalty: 3452.161133
	Iteration 35Q: 3 clusters Score -2177496 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -2177516.250000 Penalty: 3452.161133
	Iteration 36Q: 3 clusters Score -2177516 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2177535.000000 Penalty: 3452.161133
	Iteration 37Q: 3 clusters Score -2177535 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2177558.750000 Penalty: 3452.161133
	Iteration 38Q: 3 clusters Score -2177559 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -2177571.750000 Penalty: 3452.161133
	Iteration 39Q: 3 clusters Score -2177572 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2177591.250000 Penalty: 3452.161133
	Iteration 40F: 3 clusters Score -2177591 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -2177605.500000 Penalty: 3452.161133
	Iteration 41Q: 3 clusters Score -2177606 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -2177626.750000 Penalty: 3452.161133
	Iteration 42Q: 3 clusters Score -2177627 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2177656.500000 Penalty: 3452.161133
	Iteration 43Q: 3 clusters Score -2177656 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2177673.250000 Penalty: 3452.161133
	Iteration 44Q: 3 clusters Score -2177673 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2177690.250000 Penalty: 3452.161133
	Iteration 45Q: 3 clusters Score -2177690 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2177713.000000 Penalty: 3452.161133
	Iteration 46Q: 3 clusters Score -2177713 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -2177721.250000 Penalty: 3452.161133
	Iteration 47Q: 3 clusters Score -2177721 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2177743.750000 Penalty: 3452.161133
	Iteration 48Q: 3 clusters Score -2177744 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -2177757.750000 Penalty: 3452.161133
	Iteration 49Q: 3 clusters Score -2177758 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2177770.250000 Penalty: 3452.161133
	Iteration 50Q: 3 clusters Score -2177770 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2177788.500000 Penalty: 3452.161133
	Iteration 51Q: 3 clusters Score -2177788 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -2177801.000000 Penalty: 3452.161133
	Iteration 52Q: 3 clusters Score -2177801 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -2177796.250000 Penalty: 3452.161133
	Iteration 53Q: 3 clusters Score -2177796 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -2177809.500000 Penalty: 3452.161133
	Iteration 54Q: 3 clusters Score -2177810 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2177824.000000 Penalty: 3452.161133
	Iteration 55Q: 3 clusters Score -2177824 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2177825.000000 Penalty: 3452.161133
	Iteration 56Q: 3 clusters Score -2177825 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -2177834.750000 Penalty: 3452.161133
	Iteration 57Q: 3 clusters Score -2177835 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2177841.250000 Penalty: 3452.161133
	Iteration 58Q: 3 clusters Score -2177841 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2177845.250000 Penalty: 3452.161133
	Iteration 59Q: 3 clusters Score -2177845 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -2177855.500000 Penalty: 3452.161133
	Iteration 60F: 3 clusters Score -2177856 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2177867.750000 Penalty: 3452.161133
	Iteration 61Q: 3 clusters Score -2177868 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -2177880.000000 Penalty: 3452.161133
	Iteration 62Q: 3 clusters Score -2177880 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -2177897.750000 Penalty: 3452.161133
	Iteration 63Q: 3 clusters Score -2177898 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2177906.500000 Penalty: 3452.161133
	Iteration 64Q: 3 clusters Score -2177906 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2177913.000000 Penalty: 3452.161133
	Iteration 65Q: 3 clusters Score -2177913 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2177924.500000 Penalty: 3452.161133
	Iteration 66Q: 3 clusters Score -2177924 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2177940.250000 Penalty: 3452.161133
	Iteration 67Q: 3 clusters Score -2177940 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -2177966.250000 Penalty: 3452.161133
	Iteration 68Q: 3 clusters Score -2177966 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -2177977.750000 Penalty: 3452.161133
	Iteration 69Q: 3 clusters Score -2177978 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -2177986.000000 Penalty: 3452.161133
	Iteration 70Q: 3 clusters Score -2177986 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2177997.250000 Penalty: 3452.161133
	Iteration 71Q: 3 clusters Score -2177997 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2178015.750000 Penalty: 3452.161133
	Iteration 72Q: 3 clusters Score -2178016 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2178027.250000 Penalty: 3452.161133
	Iteration 73Q: 3 clusters Score -2178027 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2178040.250000 Penalty: 3452.161133
	Iteration 74Q: 3 clusters Score -2178040 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -2178050.750000 Penalty: 3452.161133
	Iteration 75Q: 3 clusters Score -2178051 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2178060.500000 Penalty: 3452.161133
	Iteration 76Q: 3 clusters Score -2178060 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2178066.250000 Penalty: 3452.161133
	Iteration 77Q: 3 clusters Score -2178066 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2178079.250000 Penalty: 3452.161133
	Iteration 78Q: 3 clusters Score -2178079 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2178085.000000 Penalty: 3452.161133
	Iteration 79Q: 3 clusters Score -2178085 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2178097.000000 Penalty: 3452.161133
	Iteration 80F: 3 clusters Score -2178097 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2178100.500000 Penalty: 3452.161133
	Iteration 81Q: 3 clusters Score -2178100 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -2178111.000000 Penalty: 3452.161133
	Iteration 82Q: 3 clusters Score -2178111 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2178132.750000 Penalty: 3452.161133
	Iteration 83Q: 3 clusters Score -2178133 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2178137.500000 Penalty: 3452.161133
	Iteration 84Q: 3 clusters Score -2178138 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2178150.750000 Penalty: 3452.161133
	Iteration 85Q: 3 clusters Score -2178151 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -2178157.000000 Penalty: 3452.161133
	Iteration 86Q: 3 clusters Score -2178157 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2178165.000000 Penalty: 3452.161133
	Iteration 87Q: 3 clusters Score -2178165 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -2178172.750000 Penalty: 3452.161133
	Iteration 88Q: 3 clusters Score -2178173 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2178184.000000 Penalty: 3452.161133
	Iteration 89Q: 3 clusters Score -2178184 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -2178193.750000 Penalty: 3452.161133
	Iteration 90Q: 3 clusters Score -2178194 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -2178198.250000 Penalty: 3452.161133
	Iteration 91Q: 3 clusters Score -2178198 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -2178198.250000 Penalty: 3452.161133
	Iteration 92Q: 3 clusters Score -2178198 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -2178203.750000 Penalty: 3452.161133
	Iteration 93Q: 3 clusters Score -2178204 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -2178212.500000 Penalty: 3452.161133
	Iteration 94Q: 3 clusters Score -2178212 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2178220.500000 Penalty: 3452.161133
	Iteration 95Q: 3 clusters Score -2178220 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -2178220.500000 Penalty: 3452.161133
	Iteration 96Q: 3 clusters Score -2178220 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -2178232.000000 Penalty: 3452.161133
	Iteration 97Q: 3 clusters Score -2178232 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -2178234.750000 Penalty: 3452.161133
	Iteration 98Q: 3 clusters Score -2178235 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -2178242.750000 Penalty: 3452.161133
	Iteration 99Q: 3 clusters Score -2178243 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2178246.250000 Penalty: 3452.161133
	Iteration 100F: 3 clusters Score -2178246 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -2178247.250000 Penalty: 3452.161133
	Iteration 101Q: 3 clusters Score -2178247 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -2178257.250000 Penalty: 3452.161133
	Iteration 102Q: 3 clusters Score -2178257 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2178254.500000 Penalty: 3452.161133
	Iteration 103Q: 3 clusters Score -2178254 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2178260.250000 Penalty: 3452.161133
	Iteration 104Q: 3 clusters Score -2178260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2178266.500000 Penalty: 3452.161133
	Iteration 105Q: 3 clusters Score -2178266 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -2178266.250000 Penalty: 3452.161133
	Iteration 106Q: 3 clusters Score -2178266 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -2178263.750000 Penalty: 3452.161133
	Iteration 107Q: 3 clusters Score -2178264 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2178269.750000 Penalty: 3452.161133
	Iteration 108Q: 3 clusters Score -2178270 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2178273.250000 Penalty: 3452.161133
	Iteration 109Q: 3 clusters Score -2178273 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2178275.000000 Penalty: 3452.161133
	Iteration 110Q: 3 clusters Score -2178275 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2178276.000000 Penalty: 3452.161133
	Iteration 111Q: 3 clusters Score -2178276 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2178276.500000 Penalty: 3452.161133
	Iteration 112Q: 3 clusters Score -2178276 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -2178274.500000 Penalty: 3452.161133
	Iteration 113Q: 3 clusters Score -2178274 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2178277 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -2178281.750000 Penalty: 3452.161133
	Iteration 115Q: 3 clusters Score -2178282 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2178289.250000 Penalty: 3452.161133
	Iteration 116Q: 3 clusters Score -2178289 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2178294.750000 Penalty: 3452.161133
	Iteration 117Q: 3 clusters Score -2178295 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -2178297.500000 Penalty: 3452.161133
	Iteration 118Q: 3 clusters Score -2178298 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -2178296.000000 Penalty: 3452.161133
	Iteration 119Q: 3 clusters Score -2178296 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -2178304.250000 Penalty: 3452.161133
	Iteration 120F: 3 clusters Score -2178304 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2178303.500000 Penalty: 3452.161133
	Iteration 121Q: 3 clusters Score -2178304 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -2178311.000000 Penalty: 3452.161133
	Iteration 122Q: 3 clusters Score -2178311 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -2178313.250000 Penalty: 3452.161133
	Iteration 123Q: 3 clusters Score -2178313 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -2178316.000000 Penalty: 3452.161133
	Iteration 124Q: 3 clusters Score -2178316 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2178315.500000 Penalty: 3452.161133
	Iteration 125Q: 3 clusters Score -2178316 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34903 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -2178315.000000 Penalty: 3452.161133
	Iteration 126Q: 3 clusters Score -2178315 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -2178323.000000 Penalty: 3452.161133
	Iteration 127Q: 3 clusters Score -2178323 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2178324.250000 Penalty: 3452.161133
	Iteration 128Q: 3 clusters Score -2178324 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2178335.500000 Penalty: 3452.161133
	Iteration 129Q: 3 clusters Score -2178336 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2178336.750000 Penalty: 3452.161133
	Iteration 130Q: 3 clusters Score -2178337 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -2178342.750000 Penalty: 3452.161133
	Iteration 131Q: 3 clusters Score -2178343 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -2178354.000000 Penalty: 3452.161133
	Iteration 132Q: 3 clusters Score -2178354 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -2178355.000000 Penalty: 3452.161133
	Iteration 133Q: 3 clusters Score -2178355 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -2178364.000000 Penalty: 3452.161133
	Iteration 134Q: 3 clusters Score -2178364 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -2178366.250000 Penalty: 3452.161133
	Iteration 135Q: 3 clusters Score -2178366 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2178376.500000 Penalty: 3452.161133
	Iteration 136Q: 3 clusters Score -2178376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -2178375.750000 Penalty: 3452.161133
	Iteration 137Q: 3 clusters Score -2178376 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35435 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -2178372.500000 Penalty: 3452.161133
	Iteration 138Q: 3 clusters Score -2178372 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -2178373.750000 Penalty: 3452.161133
	Iteration 139Q: 3 clusters Score -2178374 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2178375.000000 Penalty: 3452.161133
	Iteration 140F: 3 clusters Score -2178375 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -2178376.250000 Penalty: 3452.161133
	Iteration 141Q: 3 clusters Score -2178376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -2178381.000000 Penalty: 3452.161133
	Iteration 142Q: 3 clusters Score -2178381 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -2178383.000000 Penalty: 3452.161133
	Iteration 143Q: 3 clusters Score -2178383 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -2178387.500000 Penalty: 3452.161133
	Iteration 144Q: 3 clusters Score -2178388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2178385.750000 Penalty: 3452.161133
	Iteration 145Q: 3 clusters Score -2178386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35698 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -2178390.250000 Penalty: 3452.161133
	Iteration 146Q: 3 clusters Score -2178390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35718 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -2178395.500000 Penalty: 3452.161133
	Iteration 147Q: 3 clusters Score -2178396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -2178395.750000 Penalty: 3452.161133
	Iteration 148Q: 3 clusters Score -2178396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35751 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2178397.000000 Penalty: 3452.161133
	Iteration 149Q: 3 clusters Score -2178397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -2178395.250000 Penalty: 3452.161133
	Iteration 150Q: 3 clusters Score -2178395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2178392.750000 Penalty: 3452.161133
	Iteration 151Q: 3 clusters Score -2178393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2178391.250000 Penalty: 3452.161133
	Iteration 152Q: 3 clusters Score -2178391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -2178391.250000 Penalty: 3452.161133
	Iteration 153Q: 3 clusters Score -2178391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -2178388.250000 Penalty: 3452.161133
	Iteration 154Q: 3 clusters Score -2178388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -2178389.250000 Penalty: 3452.161133
	Iteration 155Q: 3 clusters Score -2178389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -2178392.750000 Penalty: 3452.161133
	Iteration 156Q: 3 clusters Score -2178393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -2178391.000000 Penalty: 3452.161133
	Iteration 157Q: 3 clusters Score -2178391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -2178394.000000 Penalty: 3452.161133
	Iteration 158Q: 3 clusters Score -2178394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -2178393.000000 Penalty: 3452.161133
	Iteration 159Q: 3 clusters Score -2178393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2178392.750000 Penalty: 3452.161133
	Iteration 160F: 3 clusters Score -2178393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2178393.500000 Penalty: 3452.161133
	Iteration 161Q: 3 clusters Score -2178394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2178394.000000 Penalty: 3452.161133
	Iteration 162Q: 3 clusters Score -2178394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -2178395.250000 Penalty: 3452.161133
	Iteration 163Q: 3 clusters Score -2178395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -2178393.750000 Penalty: 3452.161133
	Iteration 164Q: 3 clusters Score -2178394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -2178393.500000 Penalty: 3452.161133
	Iteration 165Q: 3 clusters Score -2178394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -2178391.500000 Penalty: 3452.161133
	Iteration 166Q: 3 clusters Score -2178392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -2178390.750000 Penalty: 3452.161133
	Iteration 167Q: 3 clusters Score -2178391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -2178391.750000 Penalty: 3452.161133
	Iteration 168Q: 3 clusters Score -2178392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2178394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -2178394.500000 Penalty: 3452.161133
	Iteration 170F: 3 clusters Score -2178394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (45996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45996 members 
Entering Unmasked Estep 
Score: -2376533.000000 Penalty: 1744.650391
	Iteration 0F: 2 clusters Score -2376533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -2345735.750000 Penalty: 3489.300781
	Iteration 0F: 3 clusters Score -2345736 nChanged 21561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2357621 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -2358128.250000 Penalty: 3489.300781
	Iteration 2Q: 3 clusters Score -2358128 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -2358856.250000 Penalty: 3489.300781
	Iteration 3Q: 3 clusters Score -2358856 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -2359970.000000 Penalty: 3489.300781
	Iteration 4Q: 3 clusters Score -2359970 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -2361547.500000 Penalty: 3489.300781
	Iteration 5F: 3 clusters Score -2361548 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -2363656.250000 Penalty: 3489.300781
	Iteration 6F: 3 clusters Score -2363656 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2366093.000000 Penalty: 3489.300781
	Iteration 7F: 3 clusters Score -2366093 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -2368592.000000 Penalty: 3489.300781
	Iteration 8F: 3 clusters Score -2368592 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -2370579.750000 Penalty: 3489.300781
	Iteration 9F: 3 clusters Score -2370580 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2371689.750000 Penalty: 3489.300781
	Iteration 10Q: 3 clusters Score -2371690 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -2372345.000000 Penalty: 3489.300781
	Iteration 11Q: 3 clusters Score -2372345 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -2372873.500000 Penalty: 3489.300781
	Iteration 12Q: 3 clusters Score -2372874 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2373362.250000 Penalty: 3489.300781
	Iteration 13Q: 3 clusters Score -2373362 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -2373814.500000 Penalty: 3489.300781
	Iteration 14Q: 3 clusters Score -2373814 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -2374183.000000 Penalty: 3489.300781
	Iteration 15Q: 3 clusters Score -2374183 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -2374510.500000 Penalty: 3489.300781
	Iteration 16Q: 3 clusters Score -2374510 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -2374757.500000 Penalty: 3489.300781
	Iteration 17Q: 3 clusters Score -2374758 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2374949.000000 Penalty: 3489.300781
	Iteration 18Q: 3 clusters Score -2374949 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2375099.000000 Penalty: 3489.300781
	Iteration 19Q: 3 clusters Score -2375099 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2375215.750000 Penalty: 3489.300781
	Iteration 20F: 3 clusters Score -2375216 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -2375290.500000 Penalty: 3489.300781
	Iteration 21Q: 3 clusters Score -2375290 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41664 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -2375355.500000 Penalty: 3489.300781
	Iteration 22Q: 3 clusters Score -2375356 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2375411.750000 Penalty: 3489.300781
	Iteration 23Q: 3 clusters Score -2375412 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -2375438.750000 Penalty: 3489.300781
	Iteration 24Q: 3 clusters Score -2375439 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2375469.250000 Penalty: 3489.300781
	Iteration 25Q: 3 clusters Score -2375469 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -2375484.750000 Penalty: 3489.300781
	Iteration 26Q: 3 clusters Score -2375485 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2375512.000000 Penalty: 3489.300781
	Iteration 27Q: 3 clusters Score -2375512 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42428 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -2375527.500000 Penalty: 3489.300781
	Iteration 28Q: 3 clusters Score -2375528 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42521 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -2375550.250000 Penalty: 3489.300781
	Iteration 29Q: 3 clusters Score -2375550 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2375572.250000 Penalty: 3489.300781
	Iteration 30Q: 3 clusters Score -2375572 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42699 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -2375580.500000 Penalty: 3489.300781
	Iteration 31Q: 3 clusters Score -2375580 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -2375592.250000 Penalty: 3489.300781
	Iteration 32Q: 3 clusters Score -2375592 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42823 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2375598.750000 Penalty: 3489.300781
	Iteration 33Q: 3 clusters Score -2375599 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2375607.750000 Penalty: 3489.300781
	Iteration 34Q: 3 clusters Score -2375608 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -2375611.500000 Penalty: 3489.300781
	Iteration 35Q: 3 clusters Score -2375612 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2375617.750000 Penalty: 3489.300781
	Iteration 36Q: 3 clusters Score -2375618 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2375621.250000 Penalty: 3489.300781
	Iteration 37Q: 3 clusters Score -2375621 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -2375625.750000 Penalty: 3489.300781
	Iteration 38Q: 3 clusters Score -2375626 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -2375630.750000 Penalty: 3489.300781
	Iteration 39Q: 3 clusters Score -2375631 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2375644.000000 Penalty: 3489.300781
	Iteration 40F: 3 clusters Score -2375644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2375645.750000 Penalty: 3489.300781
	Iteration 41Q: 3 clusters Score -2375646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2375652.000000 Penalty: 3489.300781
	Iteration 42Q: 3 clusters Score -2375652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2375652.000000 Penalty: 3489.300781
	Iteration 43Q: 3 clusters Score -2375652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -2375653.250000 Penalty: 3489.300781
	Iteration 44Q: 3 clusters Score -2375653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2375651.000000 Penalty: 3489.300781
	Iteration 45Q: 3 clusters Score -2375651 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2375654.000000 Penalty: 3489.300781
	Iteration 46Q: 3 clusters Score -2375654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2375657.500000 Penalty: 3489.300781
	Iteration 47Q: 3 clusters Score -2375658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43237 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2375660.000000 Penalty: 3489.300781
	Iteration 48Q: 3 clusters Score -2375660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43250 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2375662.500000 Penalty: 3489.300781
	Iteration 49Q: 3 clusters Score -2375662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43261 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2375667.250000 Penalty: 3489.300781
	Iteration 50Q: 3 clusters Score -2375667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2375673.750000 Penalty: 3489.300781
	Iteration 51Q: 3 clusters Score -2375674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2375669.250000 Penalty: 3489.300781
	Iteration 52Q: 3 clusters Score -2375669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2375667.000000 Penalty: 3489.300781
	Iteration 53Q: 3 clusters Score -2375667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2375670.750000 Penalty: 3489.300781
	Iteration 54Q: 3 clusters Score -2375671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2375668.500000 Penalty: 3489.300781
	Iteration 55Q: 3 clusters Score -2375668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43299 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2375670.000000 Penalty: 3489.300781
	Iteration 56Q: 3 clusters Score -2375670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43299 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2375670.000000 Penalty: 3489.300781
	Iteration 57F: 3 clusters Score -2375670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Entering Unmasked Estep 
Score: -221520.171875 Penalty: 1374.058228
	Iteration 0F: 2 clusters Score -221520.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -217717.437500 Penalty: 2748.116455
	Iteration 0F: 3 clusters Score -217717.4 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -218839.468750 Penalty: 2748.116455
	Iteration 1F: 3 clusters Score -218839.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -219141.953125 Penalty: 2748.116455
	Iteration 2F: 3 clusters Score -219142 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -219362.671875 Penalty: 2748.116455
	Iteration 3F: 3 clusters Score -219362.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -219554.281250 Penalty: 2748.116455
	Iteration 4F: 3 clusters Score -219554.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -219741.781250 Penalty: 2748.116455
	Iteration 5F: 3 clusters Score -219741.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -219876.312500 Penalty: 2748.116455
	Iteration 6Q: 3 clusters Score -219876.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -219973.062500 Penalty: 2748.116455
	Iteration 7Q: 3 clusters Score -219973.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -220058.703125 Penalty: 2748.116455
	Iteration 8Q: 3 clusters Score -220058.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -220120.828125 Penalty: 2748.116455
	Iteration 9Q: 3 clusters Score -220120.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -220165.328125 Penalty: 2748.116455
	Iteration 10Q: 3 clusters Score -220165.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -220195.984375 Penalty: 2748.116455
	Iteration 11Q: 3 clusters Score -220196 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -220215.015625 Penalty: 2748.116455
	Iteration 12Q: 3 clusters Score -220215 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -220226.984375 Penalty: 2748.116455
	Iteration 13Q: 3 clusters Score -220227 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -220233.015625 Penalty: 2748.116455
	Iteration 14Q: 3 clusters Score -220233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -220236.453125 Penalty: 2748.116455
	Iteration 15Q: 3 clusters Score -220236.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -220237.984375 Penalty: 2748.116455
	Iteration 16Q: 3 clusters Score -220238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -220239.015625 Penalty: 2748.116455
	Iteration 17Q: 3 clusters Score -220239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -220240.531250 Penalty: 2748.116455
	Iteration 18Q: 3 clusters Score -220240.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -220243.078125 Penalty: 2748.116455
	Iteration 19Q: 3 clusters Score -220243.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -220245.703125 Penalty: 2748.116455
	Iteration 20F: 3 clusters Score -220245.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -220246.343750 Penalty: 2748.116455
	Iteration 21Q: 3 clusters Score -220246.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -220247.000000 Penalty: 2748.116455
	Iteration 22Q: 3 clusters Score -220247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -220246.781250 Penalty: 2748.116455
	Iteration 23Q: 3 clusters Score -220246.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -220248.000000 Penalty: 2748.116455
	Iteration 24Q: 3 clusters Score -220248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -220248.671875 Penalty: 2748.116455
	Iteration 25Q: 3 clusters Score -220248.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -220249.234375 Penalty: 2748.116455
	Iteration 26Q: 3 clusters Score -220249.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -220249.625000 Penalty: 2748.116455
	Iteration 27Q: 3 clusters Score -220249.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -220250.171875 Penalty: 2748.116455
	Iteration 28Q: 3 clusters Score -220250.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -220249.921875 Penalty: 2748.116455
	Iteration 29Q: 3 clusters Score -220249.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -220249.921875 Penalty: 2748.116455
	Iteration 30F: 3 clusters Score -220249.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Entering Unmasked Estep 
Score: -383287.593750 Penalty: 1442.687866
	Iteration 0F: 2 clusters Score -383287.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -377924.593750 Penalty: 2885.375732
	Iteration 0F: 3 clusters Score -377924.6 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -379485.062500 Penalty: 2885.375732
	Iteration 1F: 3 clusters Score -379485.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -379706.593750 Penalty: 2885.375732
	Iteration 2F: 3 clusters Score -379706.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -379903.531250 Penalty: 2885.375732
	Iteration 3F: 3 clusters Score -379903.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -380040.312500 Penalty: 2885.375732
	Iteration 4Q: 3 clusters Score -380040.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -380164.437500 Penalty: 2885.375732
	Iteration 5Q: 3 clusters Score -380164.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -380289.281250 Penalty: 2885.375732
	Iteration 6Q: 3 clusters Score -380289.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -380434.250000 Penalty: 2885.375732
	Iteration 7Q: 3 clusters Score -380434.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -380622.343750 Penalty: 2885.375732
	Iteration 8Q: 3 clusters Score -380622.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -380848.843750 Penalty: 2885.375732
	Iteration 9Q: 3 clusters Score -380848.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -381108.156250 Penalty: 2885.375732
	Iteration 10Q: 3 clusters Score -381108.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -381364.031250 Penalty: 2885.375732
	Iteration 11Q: 3 clusters Score -381364 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -381562.218750 Penalty: 2885.375732
	Iteration 12Q: 3 clusters Score -381562.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -381720.062500 Penalty: 2885.375732
	Iteration 13Q: 3 clusters Score -381720.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -381820.375000 Penalty: 2885.375732
	Iteration 14Q: 3 clusters Score -381820.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -381874.562500 Penalty: 2885.375732
	Iteration 15Q: 3 clusters Score -381874.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -381920.625000 Penalty: 2885.375732
	Iteration 16Q: 3 clusters Score -381920.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -381950.687500 Penalty: 2885.375732
	Iteration 17Q: 3 clusters Score -381950.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -381973.562500 Penalty: 2885.375732
	Iteration 18Q: 3 clusters Score -381973.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -381989.406250 Penalty: 2885.375732
	Iteration 19Q: 3 clusters Score -381989.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -382006.093750 Penalty: 2885.375732
	Iteration 20F: 3 clusters Score -382006.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -382023.406250 Penalty: 2885.375732
	Iteration 21Q: 3 clusters Score -382023.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -382040.062500 Penalty: 2885.375732
	Iteration 22Q: 3 clusters Score -382040.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -382056.093750 Penalty: 2885.375732
	Iteration 23Q: 3 clusters Score -382056.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -382064.937500 Penalty: 2885.375732
	Iteration 24Q: 3 clusters Score -382064.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -382070.406250 Penalty: 2885.375732
	Iteration 25Q: 3 clusters Score -382070.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -382075.812500 Penalty: 2885.375732
	Iteration 26Q: 3 clusters Score -382075.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -382078.625000 Penalty: 2885.375732
	Iteration 27Q: 3 clusters Score -382078.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -382081.375000 Penalty: 2885.375732
	Iteration 28Q: 3 clusters Score -382081.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -382081.687500 Penalty: 2885.375732
	Iteration 29Q: 3 clusters Score -382081.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -382084.781250 Penalty: 2885.375732
	Iteration 30Q: 3 clusters Score -382084.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -382086.125000 Penalty: 2885.375732
	Iteration 31Q: 3 clusters Score -382086.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -382087.250000 Penalty: 2885.375732
	Iteration 32Q: 3 clusters Score -382087.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -382087.437500 Penalty: 2885.375732
	Iteration 33Q: 3 clusters Score -382087.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -382089.250000 Penalty: 2885.375732
	Iteration 34Q: 3 clusters Score -382089.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -382089.968750 Penalty: 2885.375732
	Iteration 35Q: 3 clusters Score -382090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -382093.062500 Penalty: 2885.375732
	Iteration 36Q: 3 clusters Score -382093.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -382096.875000 Penalty: 2885.375732
	Iteration 37Q: 3 clusters Score -382096.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -382098.562500 Penalty: 2885.375732
	Iteration 38Q: 3 clusters Score -382098.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -382099.000000 Penalty: 2885.375732
	Iteration 39Q: 3 clusters Score -382099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -382099.625000 Penalty: 2885.375732
	Iteration 40F: 3 clusters Score -382099.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -382103.187500 Penalty: 2885.375732
	Iteration 41Q: 3 clusters Score -382103.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -382106.187500 Penalty: 2885.375732
	Iteration 42Q: 3 clusters Score -382106.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -382109.218750 Penalty: 2885.375732
	Iteration 43Q: 3 clusters Score -382109.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -382111.718750 Penalty: 2885.375732
	Iteration 44Q: 3 clusters Score -382111.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -382117.312500 Penalty: 2885.375732
	Iteration 45Q: 3 clusters Score -382117.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -382122.218750 Penalty: 2885.375732
	Iteration 46Q: 3 clusters Score -382122.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -382124.468750 Penalty: 2885.375732
	Iteration 47Q: 3 clusters Score -382124.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -382128.281250 Penalty: 2885.375732
	Iteration 48Q: 3 clusters Score -382128.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -382130.156250 Penalty: 2885.375732
	Iteration 49Q: 3 clusters Score -382130.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -382135.031250 Penalty: 2885.375732
	Iteration 50Q: 3 clusters Score -382135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -382135.218750 Penalty: 2885.375732
	Iteration 51Q: 3 clusters Score -382135.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -382135.687500 Penalty: 2885.375732
	Iteration 52Q: 3 clusters Score -382135.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -382135.687500 Penalty: 2885.375732
	Iteration 53F: 3 clusters Score -382135.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Entering Unmasked Estep 
Score: -88029.851562 Penalty: 1231.199097
	Iteration 0F: 2 clusters Score -88029.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -85954.343750 Penalty: 2462.398193
	Iteration 0F: 3 clusters Score -85954.34 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -86390.343750 Penalty: 2462.398193
	Iteration 1F: 3 clusters Score -86390.34 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -86486.210938 Penalty: 2462.398193
	Iteration 2F: 3 clusters Score -86486.21 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -86543.015625 Penalty: 2462.398193
	Iteration 3Q: 3 clusters Score -86543.02 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -86592.687500 Penalty: 2462.398193
	Iteration 4Q: 3 clusters Score -86592.69 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -86622.593750 Penalty: 2462.398193
	Iteration 5Q: 3 clusters Score -86622.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -86638.679688 Penalty: 2462.398193
	Iteration 6Q: 3 clusters Score -86638.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -86649.796875 Penalty: 2462.398193
	Iteration 7Q: 3 clusters Score -86649.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -86661.726562 Penalty: 2462.398193
	Iteration 8Q: 3 clusters Score -86661.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -86672.039062 Penalty: 2462.398193
	Iteration 9Q: 3 clusters Score -86672.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -86679.390625 Penalty: 2462.398193
	Iteration 10Q: 3 clusters Score -86679.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -86686.664062 Penalty: 2462.398193
	Iteration 11Q: 3 clusters Score -86686.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -86693.265625 Penalty: 2462.398193
	Iteration 12Q: 3 clusters Score -86693.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -86698.851562 Penalty: 2462.398193
	Iteration 13Q: 3 clusters Score -86698.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -86703.882812 Penalty: 2462.398193
	Iteration 14Q: 3 clusters Score -86703.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -86709.304688 Penalty: 2462.398193
	Iteration 15Q: 3 clusters Score -86709.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -86716.046875 Penalty: 2462.398193
	Iteration 16Q: 3 clusters Score -86716.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -86723.554688 Penalty: 2462.398193
	Iteration 17Q: 3 clusters Score -86723.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -86727.937500 Penalty: 2462.398193
	Iteration 18Q: 3 clusters Score -86727.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -86733.445312 Penalty: 2462.398193
	Iteration 19Q: 3 clusters Score -86733.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -86738.140625 Penalty: 2462.398193
	Iteration 20F: 3 clusters Score -86738.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -86741.359375 Penalty: 2462.398193
	Iteration 21Q: 3 clusters Score -86741.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -86745.765625 Penalty: 2462.398193
	Iteration 22Q: 3 clusters Score -86745.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -86749.882812 Penalty: 2462.398193
	Iteration 23Q: 3 clusters Score -86749.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -86751.601562 Penalty: 2462.398193
	Iteration 24Q: 3 clusters Score -86751.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -86751.601562 Penalty: 2462.398193
	Iteration 25F: 3 clusters Score -86751.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (151859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151859 members 
Entering Unmasked Estep 
Score: -8048408.000000 Penalty: 1938.739990
	Iteration 0F: 2 clusters Score -8048408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76164 members 
Mstep: Class 2 contains 75695 members 
Entering Unmasked Estep 
Score: -7945788.000000 Penalty: 3877.479980
	Iteration 0F: 3 clusters Score -7945788 nChanged 73460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81580 members 
Mstep: Class 2 contains 70279 members 
Entering Unmasked Estep 
Score: -7989913.000000 Penalty: 3877.479980
	Iteration 1F: 3 clusters Score -7989913 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85505 members 
Mstep: Class 2 contains 66354 members 
Entering Unmasked Estep 
Score: -7991668.500000 Penalty: 3877.479980
	Iteration 2Q: 3 clusters Score -7991668 nChanged 7206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91631 members 
Mstep: Class 2 contains 60228 members 
Entering Unmasked Estep 
Score: -7994672.000000 Penalty: 3877.479980
	Iteration 3Q: 3 clusters Score -7994672 nChanged 9641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100760 members 
Mstep: Class 2 contains 51099 members 
Entering Unmasked Estep 
Score: -8000133.000000 Penalty: 3877.479980
	Iteration 4F: 3 clusters Score -8000133 nChanged 12417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112957 members 
Mstep: Class 2 contains 38902 members 
Entering Unmasked Estep 
Score: -8009440.500000 Penalty: 3877.479980
	Iteration 5F: 3 clusters Score -8009440 nChanged 13846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126717 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -8021912.000000 Penalty: 3877.479980
	Iteration 6F: 3 clusters Score -8021912 nChanged 12238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138923 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -8033995.500000 Penalty: 3877.479980
	Iteration 7F: 3 clusters Score -8033996 nChanged 7758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146673 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -8041802.500000 Penalty: 3877.479980
	Iteration 8F: 3 clusters Score -8041802 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150071 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -8045035.000000 Penalty: 3877.479980
	Iteration 9Q: 3 clusters Score -8045035 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151222 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -8046135.500000 Penalty: 3877.479980
	Iteration 10Q: 3 clusters Score -8046136 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151533 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -8046436.500000 Penalty: 3877.479980
	Iteration 11Q: 3 clusters Score -8046436 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151618 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8046567.000000 Penalty: 3877.479980
	Iteration 12Q: 3 clusters Score -8046567 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151639 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -8046607.500000 Penalty: 3877.479980
	Iteration 13Q: 3 clusters Score -8046608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151644 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8046615.500000 Penalty: 3877.479980
	Iteration 14Q: 3 clusters Score -8046616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151650 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8046627.000000 Penalty: 3877.479980
	Iteration 15Q: 3 clusters Score -8046627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151653 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -8046640.500000 Penalty: 3877.479980
	Iteration 16Q: 3 clusters Score -8046640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151655 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8046645.000000 Penalty: 3877.479980
	Iteration 17Q: 3 clusters Score -8046645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151657 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8046651.000000 Penalty: 3877.479980
	Iteration 18Q: 3 clusters Score -8046651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151658 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8046659.500000 Penalty: 3877.479980
	Iteration 19Q: 3 clusters Score -8046660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151659 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8046668.000000 Penalty: 3877.479980
	Iteration 20F: 3 clusters Score -8046668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151660 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -8046668.500000 Penalty: 3877.479980
	Iteration 21Q: 3 clusters Score -8046668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151660 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -8046668.500000 Penalty: 3877.479980
	Iteration 22F: 3 clusters Score -8046668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Entering Unmasked Estep 
Score: -1539711.750000 Penalty: 1669.286255
	Iteration 0F: 2 clusters Score -1539712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -1520090.750000 Penalty: 3338.572510
	Iteration 0F: 3 clusters Score -1520091 nChanged 13415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -1527653.250000 Penalty: 3338.572510
	Iteration 1F: 3 clusters Score -1527653 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -1528087.250000 Penalty: 3338.572510
	Iteration 2Q: 3 clusters Score -1528087 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -1528541.125000 Penalty: 3338.572510
	Iteration 3Q: 3 clusters Score -1528541 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -1529081.375000 Penalty: 3338.572510
	Iteration 4Q: 3 clusters Score -1529081 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -1529719.625000 Penalty: 3338.572510
	Iteration 5Q: 3 clusters Score -1529720 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -1530456.625000 Penalty: 3338.572510
	Iteration 6Q: 3 clusters Score -1530457 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -1531260.000000 Penalty: 3338.572510
	Iteration 7Q: 3 clusters Score -1531260 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -1532153.000000 Penalty: 3338.572510
	Iteration 8Q: 3 clusters Score -1532153 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -1533068.875000 Penalty: 3338.572510
	Iteration 9Q: 3 clusters Score -1533069 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -1533866.375000 Penalty: 3338.572510
	Iteration 10Q: 3 clusters Score -1533866 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -1534343.125000 Penalty: 3338.572510
	Iteration 11Q: 3 clusters Score -1534343 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -1534584.250000 Penalty: 3338.572510
	Iteration 12Q: 3 clusters Score -1534584 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -1534723.375000 Penalty: 3338.572510
	Iteration 13Q: 3 clusters Score -1534723 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -1534814.750000 Penalty: 3338.572510
	Iteration 14Q: 3 clusters Score -1534815 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -1534905.000000 Penalty: 3338.572510
	Iteration 15Q: 3 clusters Score -1534905 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -1534978.000000 Penalty: 3338.572510
	Iteration 16Q: 3 clusters Score -1534978 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -1535058.875000 Penalty: 3338.572510
	Iteration 17Q: 3 clusters Score -1535059 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -1535135.625000 Penalty: 3338.572510
	Iteration 18Q: 3 clusters Score -1535136 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -1535215.250000 Penalty: 3338.572510
	Iteration 19Q: 3 clusters Score -1535215 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -1535311.125000 Penalty: 3338.572510
	Iteration 20F: 3 clusters Score -1535311 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -1535416.250000 Penalty: 3338.572510
	Iteration 21Q: 3 clusters Score -1535416 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -1535533.250000 Penalty: 3338.572510
	Iteration 22Q: 3 clusters Score -1535533 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -1535656.375000 Penalty: 3338.572510
	Iteration 23Q: 3 clusters Score -1535656 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -1535787.500000 Penalty: 3338.572510
	Iteration 24Q: 3 clusters Score -1535788 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -1535932.625000 Penalty: 3338.572510
	Iteration 25Q: 3 clusters Score -1535933 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -1536081.875000 Penalty: 3338.572510
	Iteration 26Q: 3 clusters Score -1536082 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -1536268.125000 Penalty: 3338.572510
	Iteration 27Q: 3 clusters Score -1536268 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -1536447.000000 Penalty: 3338.572510
	Iteration 28Q: 3 clusters Score -1536447 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -1536614.750000 Penalty: 3338.572510
	Iteration 29Q: 3 clusters Score -1536615 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -1536778.500000 Penalty: 3338.572510
	Iteration 30Q: 3 clusters Score -1536778 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -1536967.875000 Penalty: 3338.572510
	Iteration 31Q: 3 clusters Score -1536968 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -1537132.875000 Penalty: 3338.572510
	Iteration 32Q: 3 clusters Score -1537133 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -1537295.375000 Penalty: 3338.572510
	Iteration 33Q: 3 clusters Score -1537295 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -1537454.125000 Penalty: 3338.572510
	Iteration 34Q: 3 clusters Score -1537454 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -1537603.875000 Penalty: 3338.572510
	Iteration 35Q: 3 clusters Score -1537604 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -1537744.125000 Penalty: 3338.572510
	Iteration 36Q: 3 clusters Score -1537744 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -1537880.125000 Penalty: 3338.572510
	Iteration 37Q: 3 clusters Score -1537880 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -1537994.125000 Penalty: 3338.572510
	Iteration 38Q: 3 clusters Score -1537994 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -1538089.875000 Penalty: 3338.572510
	Iteration 39Q: 3 clusters Score -1538090 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -1538177.125000 Penalty: 3338.572510
	Iteration 40F: 3 clusters Score -1538177 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -1538234.875000 Penalty: 3338.572510
	Iteration 41Q: 3 clusters Score -1538235 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -1538272.000000 Penalty: 3338.572510
	Iteration 42Q: 3 clusters Score -1538272 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -1538292.875000 Penalty: 3338.572510
	Iteration 43Q: 3 clusters Score -1538293 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -1538308.625000 Penalty: 3338.572510
	Iteration 44Q: 3 clusters Score -1538309 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -1538325.250000 Penalty: 3338.572510
	Iteration 45Q: 3 clusters Score -1538325 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -1538340.375000 Penalty: 3338.572510
	Iteration 46Q: 3 clusters Score -1538340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -1538352.750000 Penalty: 3338.572510
	Iteration 47Q: 3 clusters Score -1538353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -1538365.500000 Penalty: 3338.572510
	Iteration 48Q: 3 clusters Score -1538366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -1538375.750000 Penalty: 3338.572510
	Iteration 49Q: 3 clusters Score -1538376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -1538380.000000 Penalty: 3338.572510
	Iteration 50Q: 3 clusters Score -1538380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -1538382.125000 Penalty: 3338.572510
	Iteration 51Q: 3 clusters Score -1538382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -1538383.750000 Penalty: 3338.572510
	Iteration 52Q: 3 clusters Score -1538384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -1538384.125000 Penalty: 3338.572510
	Iteration 53Q: 3 clusters Score -1538384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -1538384.750000 Penalty: 3338.572510
	Iteration 54Q: 3 clusters Score -1538385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -1538385.000000 Penalty: 3338.572510
	Iteration 55Q: 3 clusters Score -1538385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -1538385.000000 Penalty: 3338.572510
	Iteration 56F: 3 clusters Score -1538385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Entering Unmasked Estep 
Score: -122676.187500 Penalty: 1284.993408
	Iteration 0F: 2 clusters Score -122676.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -120150.734375 Penalty: 2569.986816
	Iteration 0F: 3 clusters Score -120150.7 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -120872.648438 Penalty: 2569.986816
	Iteration 1F: 3 clusters Score -120872.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -121115.765625 Penalty: 2569.986816
	Iteration 2F: 3 clusters Score -121115.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -121270.828125 Penalty: 2569.986816
	Iteration 3F: 3 clusters Score -121270.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -121358.320312 Penalty: 2569.986816
	Iteration 4Q: 3 clusters Score -121358.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -121393.937500 Penalty: 2569.986816
	Iteration 5Q: 3 clusters Score -121393.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -121422.281250 Penalty: 2569.986816
	Iteration 6Q: 3 clusters Score -121422.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -121450.875000 Penalty: 2569.986816
	Iteration 7Q: 3 clusters Score -121450.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -121468.281250 Penalty: 2569.986816
	Iteration 8Q: 3 clusters Score -121468.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -121482.000000 Penalty: 2569.986816
	Iteration 9Q: 3 clusters Score -121482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -121492.789062 Penalty: 2569.986816
	Iteration 10Q: 3 clusters Score -121492.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -121501.750000 Penalty: 2569.986816
	Iteration 11Q: 3 clusters Score -121501.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -121509.703125 Penalty: 2569.986816
	Iteration 12Q: 3 clusters Score -121509.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -121517.804688 Penalty: 2569.986816
	Iteration 13Q: 3 clusters Score -121517.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -121526.062500 Penalty: 2569.986816
	Iteration 14Q: 3 clusters Score -121526.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -121533.351562 Penalty: 2569.986816
	Iteration 15Q: 3 clusters Score -121533.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -121538.148438 Penalty: 2569.986816
	Iteration 16Q: 3 clusters Score -121538.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -121541.640625 Penalty: 2569.986816
	Iteration 17Q: 3 clusters Score -121541.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -121544.515625 Penalty: 2569.986816
	Iteration 18Q: 3 clusters Score -121544.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -121546.828125 Penalty: 2569.986816
	Iteration 19Q: 3 clusters Score -121546.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -121548.656250 Penalty: 2569.986816
	Iteration 20F: 3 clusters Score -121548.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -121553.062500 Penalty: 2569.986816
	Iteration 21Q: 3 clusters Score -121553.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -121555.429688 Penalty: 2569.986816
	Iteration 22Q: 3 clusters Score -121555.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -121557.437500 Penalty: 2569.986816
	Iteration 23Q: 3 clusters Score -121557.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -121559.304688 Penalty: 2569.986816
	Iteration 24Q: 3 clusters Score -121559.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -121562.382812 Penalty: 2569.986816
	Iteration 25Q: 3 clusters Score -121562.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -121564.507812 Penalty: 2569.986816
	Iteration 26Q: 3 clusters Score -121564.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -121566.570312 Penalty: 2569.986816
	Iteration 27Q: 3 clusters Score -121566.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -121569.078125 Penalty: 2569.986816
	Iteration 28Q: 3 clusters Score -121569.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -121572.375000 Penalty: 2569.986816
	Iteration 29Q: 3 clusters Score -121572.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -121579.492188 Penalty: 2569.986816
	Iteration 30Q: 3 clusters Score -121579.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -121585.679688 Penalty: 2569.986816
	Iteration 31Q: 3 clusters Score -121585.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -121595.343750 Penalty: 2569.986816
	Iteration 32Q: 3 clusters Score -121595.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -121605.742188 Penalty: 2569.986816
	Iteration 33Q: 3 clusters Score -121605.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -121613.507812 Penalty: 2569.986816
	Iteration 34Q: 3 clusters Score -121613.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -121621.257812 Penalty: 2569.986816
	Iteration 35Q: 3 clusters Score -121621.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -121629.390625 Penalty: 2569.986816
	Iteration 36Q: 3 clusters Score -121629.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -121639.625000 Penalty: 2569.986816
	Iteration 37Q: 3 clusters Score -121639.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -121647.812500 Penalty: 2569.986816
	Iteration 38Q: 3 clusters Score -121647.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -121658.218750 Penalty: 2569.986816
	Iteration 39Q: 3 clusters Score -121658.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -121667.218750 Penalty: 2569.986816
	Iteration 40F: 3 clusters Score -121667.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -121678.039062 Penalty: 2569.986816
	Iteration 41Q: 3 clusters Score -121678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -121686.960938 Penalty: 2569.986816
	Iteration 42Q: 3 clusters Score -121687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -121696.289062 Penalty: 2569.986816
	Iteration 43Q: 3 clusters Score -121696.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -121705.664062 Penalty: 2569.986816
	Iteration 44Q: 3 clusters Score -121705.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -121715.085938 Penalty: 2569.986816
	Iteration 45Q: 3 clusters Score -121715.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -121722.304688 Penalty: 2569.986816
	Iteration 46Q: 3 clusters Score -121722.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -121727.242188 Penalty: 2569.986816
	Iteration 47Q: 3 clusters Score -121727.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -121730.132812 Penalty: 2569.986816
	Iteration 48Q: 3 clusters Score -121730.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -121732.898438 Penalty: 2569.986816
	Iteration 49Q: 3 clusters Score -121732.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -121734.320312 Penalty: 2569.986816
	Iteration 50Q: 3 clusters Score -121734.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -121735.812500 Penalty: 2569.986816
	Iteration 51Q: 3 clusters Score -121735.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -121738.875000 Penalty: 2569.986816
	Iteration 52Q: 3 clusters Score -121738.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -121742.242188 Penalty: 2569.986816
	Iteration 53Q: 3 clusters Score -121742.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -121744.304688 Penalty: 2569.986816
	Iteration 54Q: 3 clusters Score -121744.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -121747.937500 Penalty: 2569.986816
	Iteration 55Q: 3 clusters Score -121747.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -121751.843750 Penalty: 2569.986816
	Iteration 56Q: 3 clusters Score -121751.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -121756.140625 Penalty: 2569.986816
	Iteration 57Q: 3 clusters Score -121756.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -121759.804688 Penalty: 2569.986816
	Iteration 58Q: 3 clusters Score -121759.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -121765.109375 Penalty: 2569.986816
	Iteration 59Q: 3 clusters Score -121765.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -121770.703125 Penalty: 2569.986816
	Iteration 60F: 3 clusters Score -121770.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -121772.562500 Penalty: 2569.986816
	Iteration 61Q: 3 clusters Score -121772.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -121774.882812 Penalty: 2569.986816
	Iteration 62Q: 3 clusters Score -121774.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -121777.664062 Penalty: 2569.986816
	Iteration 63Q: 3 clusters Score -121777.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -121779.671875 Penalty: 2569.986816
	Iteration 64Q: 3 clusters Score -121779.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -121782.789062 Penalty: 2569.986816
	Iteration 65Q: 3 clusters Score -121782.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -121788.515625 Penalty: 2569.986816
	Iteration 66Q: 3 clusters Score -121788.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -121791.601562 Penalty: 2569.986816
	Iteration 67Q: 3 clusters Score -121791.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -121795.000000 Penalty: 2569.986816
	Iteration 68Q: 3 clusters Score -121795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -121801.625000 Penalty: 2569.986816
	Iteration 69Q: 3 clusters Score -121801.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -121809.835938 Penalty: 2569.986816
	Iteration 70Q: 3 clusters Score -121809.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -121818.304688 Penalty: 2569.986816
	Iteration 71Q: 3 clusters Score -121818.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -121829.671875 Penalty: 2569.986816
	Iteration 72Q: 3 clusters Score -121829.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -121840.343750 Penalty: 2569.986816
	Iteration 73Q: 3 clusters Score -121840.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -121859.593750 Penalty: 2569.986816
	Iteration 74Q: 3 clusters Score -121859.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -121879.429688 Penalty: 2569.986816
	Iteration 75Q: 3 clusters Score -121879.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -121902.632812 Penalty: 2569.986816
	Iteration 76Q: 3 clusters Score -121902.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -121916.781250 Penalty: 2569.986816
	Iteration 77Q: 3 clusters Score -121916.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -121927.156250 Penalty: 2569.986816
	Iteration 78Q: 3 clusters Score -121927.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -121931.976562 Penalty: 2569.986816
	Iteration 79Q: 3 clusters Score -121932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -121935.859375 Penalty: 2569.986816
	Iteration 80F: 3 clusters Score -121935.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -121938.375000 Penalty: 2569.986816
	Iteration 81Q: 3 clusters Score -121938.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -121941.382812 Penalty: 2569.986816
	Iteration 82Q: 3 clusters Score -121941.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -121944.710938 Penalty: 2569.986816
	Iteration 83Q: 3 clusters Score -121944.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -121947.328125 Penalty: 2569.986816
	Iteration 84Q: 3 clusters Score -121947.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -121951.226562 Penalty: 2569.986816
	Iteration 85Q: 3 clusters Score -121951.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -121955.757812 Penalty: 2569.986816
	Iteration 86Q: 3 clusters Score -121955.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -121964.351562 Penalty: 2569.986816
	Iteration 87Q: 3 clusters Score -121964.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -121972.890625 Penalty: 2569.986816
	Iteration 88Q: 3 clusters Score -121972.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -121982.359375 Penalty: 2569.986816
	Iteration 89Q: 3 clusters Score -121982.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -121988.843750 Penalty: 2569.986816
	Iteration 90Q: 3 clusters Score -121988.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -121991.453125 Penalty: 2569.986816
	Iteration 91Q: 3 clusters Score -121991.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -121997.101562 Penalty: 2569.986816
	Iteration 92Q: 3 clusters Score -121997.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -122006.484375 Penalty: 2569.986816
	Iteration 93Q: 3 clusters Score -122006.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -122010.125000 Penalty: 2569.986816
	Iteration 94Q: 3 clusters Score -122010.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -122016.023438 Penalty: 2569.986816
	Iteration 95Q: 3 clusters Score -122016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -122021.210938 Penalty: 2569.986816
	Iteration 96Q: 3 clusters Score -122021.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -122026.664062 Penalty: 2569.986816
	Iteration 97Q: 3 clusters Score -122026.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -122028.296875 Penalty: 2569.986816
	Iteration 98Q: 3 clusters Score -122028.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -122029.273438 Penalty: 2569.986816
	Iteration 99Q: 3 clusters Score -122029.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -122030.250000 Penalty: 2569.986816
	Iteration 100F: 3 clusters Score -122030.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -122030.875000 Penalty: 2569.986816
	Iteration 101Q: 3 clusters Score -122030.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -122030.875000 Penalty: 2569.986816
	Iteration 102F: 3 clusters Score -122030.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (195593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195593 members 
Entering Unmasked Estep 
Score: -9850324.000000 Penalty: 1979.866089
	Iteration 0F: 2 clusters Score -9850324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97853 members 
Mstep: Class 2 contains 97740 members 
Entering Unmasked Estep 
Score: -9719291.000000 Penalty: 3959.732178
	Iteration 0F: 3 clusters Score -9719291 nChanged 94563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99480 members 
Mstep: Class 2 contains 96113 members 
Entering Unmasked Estep 
Score: -9774807.000000 Penalty: 3959.732178
	Iteration 1F: 3 clusters Score -9774807 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100066 members 
Mstep: Class 2 contains 95527 members 
Entering Unmasked Estep 
Score: -9776126.000000 Penalty: 3959.732178
	Iteration 2Q: 3 clusters Score -9776126 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101103 members 
Mstep: Class 2 contains 94490 members 
Entering Unmasked Estep 
Score: -9778012.000000 Penalty: 3959.732178
	Iteration 3Q: 3 clusters Score -9778012 nChanged 7514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102943 members 
Mstep: Class 2 contains 92650 members 
Entering Unmasked Estep 
Score: -9780694.000000 Penalty: 3959.732178
	Iteration 4Q: 3 clusters Score -9780694 nChanged 8700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105963 members 
Mstep: Class 2 contains 89630 members 
Entering Unmasked Estep 
Score: -9784356.000000 Penalty: 3959.732178
	Iteration 5Q: 3 clusters Score -9784356 nChanged 10043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110808 members 
Mstep: Class 2 contains 84785 members 
Entering Unmasked Estep 
Score: -9789277.000000 Penalty: 3959.732178
	Iteration 6F: 3 clusters Score -9789277 nChanged 11340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117602 members 
Mstep: Class 2 contains 77991 members 
Entering Unmasked Estep 
Score: -9795999.000000 Penalty: 3959.732178
	Iteration 7F: 3 clusters Score -9795999 nChanged 12186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125860 members 
Mstep: Class 2 contains 69733 members 
Entering Unmasked Estep 
Score: -9804909.000000 Penalty: 3959.732178
	Iteration 8F: 3 clusters Score -9804909 nChanged 11805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134257 members 
Mstep: Class 2 contains 61336 members 
Entering Unmasked Estep 
Score: -9814145.000000 Penalty: 3959.732178
	Iteration 9F: 3 clusters Score -9814145 nChanged 10193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141532 members 
Mstep: Class 2 contains 54061 members 
Entering Unmasked Estep 
Score: -9821283.000000 Penalty: 3959.732178
	Iteration 10F: 3 clusters Score -9821283 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147416 members 
Mstep: Class 2 contains 48177 members 
Entering Unmasked Estep 
Score: -9825605.000000 Penalty: 3959.732178
	Iteration 11Q: 3 clusters Score -9825605 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152647 members 
Mstep: Class 2 contains 42946 members 
Entering Unmasked Estep 
Score: -9828596.000000 Penalty: 3959.732178
	Iteration 12Q: 3 clusters Score -9828596 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157545 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -9830913.000000 Penalty: 3959.732178
	Iteration 13Q: 3 clusters Score -9830913 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162264 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -9833276.000000 Penalty: 3959.732178
	Iteration 14Q: 3 clusters Score -9833276 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166743 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -9835622.000000 Penalty: 3959.732178
	Iteration 15Q: 3 clusters Score -9835622 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171051 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -9838046.000000 Penalty: 3959.732178
	Iteration 16Q: 3 clusters Score -9838046 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175121 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -9840465.000000 Penalty: 3959.732178
	Iteration 17Q: 3 clusters Score -9840465 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178650 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -9842775.000000 Penalty: 3959.732178
	Iteration 18Q: 3 clusters Score -9842775 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181752 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -9844801.000000 Penalty: 3959.732178
	Iteration 19Q: 3 clusters Score -9844801 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184226 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -9846441.000000 Penalty: 3959.732178
	Iteration 20F: 3 clusters Score -9846441 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186132 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -9847694.000000 Penalty: 3959.732178
	Iteration 21Q: 3 clusters Score -9847694 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187556 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -9848542.000000 Penalty: 3959.732178
	Iteration 22Q: 3 clusters Score -9848542 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188621 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -9849119.000000 Penalty: 3959.732178
	Iteration 23Q: 3 clusters Score -9849119 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189446 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -9849546.000000 Penalty: 3959.732178
	Iteration 24Q: 3 clusters Score -9849546 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190054 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -9849754.000000 Penalty: 3959.732178
	Iteration 25Q: 3 clusters Score -9849754 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190500 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -9849883.000000 Penalty: 3959.732178
	Iteration 26Q: 3 clusters Score -9849883 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190828 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -9849999.000000 Penalty: 3959.732178
	Iteration 27Q: 3 clusters Score -9849999 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191104 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -9850088.000000 Penalty: 3959.732178
	Iteration 28Q: 3 clusters Score -9850088 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191331 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -9850134.000000 Penalty: 3959.732178
	Iteration 29Q: 3 clusters Score -9850134 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191522 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -9850177.000000 Penalty: 3959.732178
	Iteration 30Q: 3 clusters Score -9850177 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191676 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -9850208.000000 Penalty: 3959.732178
	Iteration 31Q: 3 clusters Score -9850208 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191794 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -9850204.000000 Penalty: 3959.732178
	Iteration 32Q: 3 clusters Score -9850204 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191886 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -9850231.000000 Penalty: 3959.732178
	Iteration 33Q: 3 clusters Score -9850231 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191962 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -9850246.000000 Penalty: 3959.732178
	Iteration 34Q: 3 clusters Score -9850246 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192035 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -9850255.000000 Penalty: 3959.732178
	Iteration 35Q: 3 clusters Score -9850255 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192090 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -9850277.000000 Penalty: 3959.732178
	Iteration 36Q: 3 clusters Score -9850277 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192136 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -9850293.000000 Penalty: 3959.732178
	Iteration 37Q: 3 clusters Score -9850293 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192175 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -9850307.000000 Penalty: 3959.732178
	Iteration 38Q: 3 clusters Score -9850307 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192206 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -9850298.000000 Penalty: 3959.732178
	Iteration 39Q: 3 clusters Score -9850298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192229 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -9850310.000000 Penalty: 3959.732178
	Iteration 40F: 3 clusters Score -9850310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192248 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -9850321.000000 Penalty: 3959.732178
	Iteration 41Q: 3 clusters Score -9850321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192259 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -9850319.000000 Penalty: 3959.732178
	Iteration 42Q: 3 clusters Score -9850319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192269 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -9850330.000000 Penalty: 3959.732178
	Iteration 43Q: 3 clusters Score -9850330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192275 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -9850330.000000 Penalty: 3959.732178
	Iteration 44Q: 3 clusters Score -9850330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192278 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -9850324.000000 Penalty: 3959.732178
	Iteration 45Q: 3 clusters Score -9850324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192284 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -9850321.000000 Penalty: 3959.732178
	Iteration 46Q: 3 clusters Score -9850321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192292 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -9850316.000000 Penalty: 3959.732178
	Iteration 47Q: 3 clusters Score -9850316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192296 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -9850319.000000 Penalty: 3959.732178
	Iteration 48Q: 3 clusters Score -9850319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192302 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -9850334.000000 Penalty: 3959.732178
	Iteration 49Q: 3 clusters Score -9850334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192311 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -9850337.000000 Penalty: 3959.732178
	Iteration 50Q: 3 clusters Score -9850337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192319 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -9850336.000000 Penalty: 3959.732178
	Iteration 51Q: 3 clusters Score -9850336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192322 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -9850336.000000 Penalty: 3959.732178
	Iteration 52Q: 3 clusters Score -9850336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192325 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -9850331.000000 Penalty: 3959.732178
	Iteration 53Q: 3 clusters Score -9850331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192328 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -9850338.000000 Penalty: 3959.732178
	Iteration 54Q: 3 clusters Score -9850338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192330 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -9850341.000000 Penalty: 3959.732178
	Iteration 55Q: 3 clusters Score -9850341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192332 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -9850339.000000 Penalty: 3959.732178
	Iteration 56Q: 3 clusters Score -9850339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192333 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -9850335.000000 Penalty: 3959.732178
	Iteration 57Q: 3 clusters Score -9850335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192333 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -9850335.000000 Penalty: 3959.732178
	Iteration 58F: 3 clusters Score -9850335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 4 contains 9257 members 
Mstep: Class 7 contains 34031 members 
Mstep: Class 8 contains 11621 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41029 members 
Mstep: Class 13 contains 45996 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 16 contains 7173 members 
Mstep: Class 17 contains 1952 members 
Mstep: Class 18 contains 151859 members 
Mstep: Class 19 contains 28927 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 192333 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
Score: -29090316.000000 Penalty: 34534.289062
Splitting cluster 21 changes total score from -29090416.000000 to -29090316.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (9712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Entering Unmasked Estep 
Score: -497478.750000 Penalty: 1491.931519
	Iteration 0F: 2 clusters Score -497478.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -490448.406250 Penalty: 2983.863037
	Iteration 0F: 3 clusters Score -490448.4 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -492759.312500 Penalty: 2983.863037
	Iteration 1F: 3 clusters Score -492759.3 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -492992.781250 Penalty: 2983.863037
	Iteration 2F: 3 clusters Score -492992.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -493170.187500 Penalty: 2983.863037
	Iteration 3Q: 3 clusters Score -493170.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -493336.250000 Penalty: 2983.863037
	Iteration 4Q: 3 clusters Score -493336.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -493525.250000 Penalty: 2983.863037
	Iteration 5Q: 3 clusters Score -493525.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -493765.000000 Penalty: 2983.863037
	Iteration 6Q: 3 clusters Score -493765 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -494096.375000 Penalty: 2983.863037
	Iteration 7F: 3 clusters Score -494096.4 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -494550.812500 Penalty: 2983.863037
	Iteration 8F: 3 clusters Score -494550.8 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -495090.843750 Penalty: 2983.863037
	Iteration 9F: 3 clusters Score -495090.8 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -495655.062500 Penalty: 2983.863037
	Iteration 10F: 3 clusters Score -495655.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -496063.906250 Penalty: 2983.863037
	Iteration 11Q: 3 clusters Score -496063.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -496291.843750 Penalty: 2983.863037
	Iteration 12Q: 3 clusters Score -496291.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -496381.218750 Penalty: 2983.863037
	Iteration 13Q: 3 clusters Score -496381.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -496423.656250 Penalty: 2983.863037
	Iteration 14Q: 3 clusters Score -496423.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -496442.218750 Penalty: 2983.863037
	Iteration 15Q: 3 clusters Score -496442.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -496454.000000 Penalty: 2983.863037
	Iteration 16Q: 3 clusters Score -496454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -496460.156250 Penalty: 2983.863037
	Iteration 17Q: 3 clusters Score -496460.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -496466.968750 Penalty: 2983.863037
	Iteration 18Q: 3 clusters Score -496467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -496470.406250 Penalty: 2983.863037
	Iteration 19Q: 3 clusters Score -496470.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -496472.218750 Penalty: 2983.863037
	Iteration 20F: 3 clusters Score -496472.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -496477.125000 Penalty: 2983.863037
	Iteration 21Q: 3 clusters Score -496477.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -496484.875000 Penalty: 2983.863037
	Iteration 22Q: 3 clusters Score -496484.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -496491.562500 Penalty: 2983.863037
	Iteration 23Q: 3 clusters Score -496491.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -496494.562500 Penalty: 2983.863037
	Iteration 24Q: 3 clusters Score -496494.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -496495.875000 Penalty: 2983.863037
	Iteration 25Q: 3 clusters Score -496495.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -496496.593750 Penalty: 2983.863037
	Iteration 26Q: 3 clusters Score -496496.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -496498.531250 Penalty: 2983.863037
	Iteration 27Q: 3 clusters Score -496498.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -496500.937500 Penalty: 2983.863037
	Iteration 28Q: 3 clusters Score -496500.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -496500.937500 Penalty: 2983.863037
	Iteration 29F: 3 clusters Score -496500.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 4 contains 9257 members 
Mstep: Class 7 contains 34031 members 
Mstep: Class 8 contains 11621 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41029 members 
Mstep: Class 13 contains 45996 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 16 contains 7173 members 
Mstep: Class 17 contains 1952 members 
Mstep: Class 18 contains 151859 members 
Mstep: Class 19 contains 28927 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 195593 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090422.000000 Penalty: 32375.896484
Iteration 279Q: 16 clusters Score -2.909042e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 4 contains 9257 members 
Mstep: Class 7 contains 34009 members 
Mstep: Class 8 contains 11622 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41029 members 
Mstep: Class 13 contains 45996 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 16 contains 7174 members 
Mstep: Class 17 contains 1952 members 
Mstep: Class 18 contains 151858 members 
Mstep: Class 19 contains 28927 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 195614 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090398.000000 Penalty: 32375.896484
Iteration 280F: 16 clusters Score -2.90904e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 4 contains 9258 members 
Mstep: Class 7 contains 33988 members 
Mstep: Class 8 contains 11622 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41030 members 
Mstep: Class 13 contains 45995 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 16 contains 7175 members 
Mstep: Class 17 contains 1952 members 
Mstep: Class 18 contains 151857 members 
Mstep: Class 19 contains 28927 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 195636 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090404.000000 Penalty: 32375.896484
Iteration 281Q: 16 clusters Score -2.90904e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 4 contains 9257 members 
Mstep: Class 7 contains 33970 members 
Mstep: Class 8 contains 11621 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41031 members 
Mstep: Class 13 contains 45995 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1952 members 
Mstep: Class 18 contains 151856 members 
Mstep: Class 19 contains 28926 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 195656 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090402.000000 Penalty: 32375.896484
Iteration 282Q: 16 clusters Score -2.90904e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 4 contains 9255 members 
Mstep: Class 7 contains 33957 members 
Mstep: Class 8 contains 11621 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41032 members 
Mstep: Class 13 contains 45993 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 16 contains 7178 members 
Mstep: Class 17 contains 1952 members 
Mstep: Class 18 contains 151855 members 
Mstep: Class 19 contains 28923 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 195672 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090402.000000 Penalty: 32375.896484
Iteration 283Q: 16 clusters Score -2.90904e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 4 contains 9255 members 
Mstep: Class 7 contains 33944 members 
Mstep: Class 8 contains 11622 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41032 members 
Mstep: Class 13 contains 45992 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 16 contains 7177 members 
Mstep: Class 17 contains 1952 members 
Mstep: Class 18 contains 151856 members 
Mstep: Class 19 contains 28924 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 195684 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090404.000000 Penalty: 32375.896484
Iteration 284Q: 16 clusters Score -2.90904e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 4 contains 9255 members 
Mstep: Class 7 contains 33928 members 
Mstep: Class 8 contains 11622 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41032 members 
Mstep: Class 13 contains 45989 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1952 members 
Mstep: Class 18 contains 151855 members 
Mstep: Class 19 contains 28925 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 195704 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090420.000000 Penalty: 32375.896484
Iteration 285Q: 16 clusters Score -2.909042e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 4 contains 9255 members 
Mstep: Class 7 contains 33911 members 
Mstep: Class 8 contains 11623 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41032 members 
Mstep: Class 13 contains 45985 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1952 members 
Mstep: Class 18 contains 151855 members 
Mstep: Class 19 contains 28923 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 195726 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090444.000000 Penalty: 32375.896484
Iteration 286Q: 16 clusters Score -2.909044e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 4 contains 9255 members 
Mstep: Class 7 contains 33895 members 
Mstep: Class 8 contains 11625 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41032 members 
Mstep: Class 13 contains 45983 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151854 members 
Mstep: Class 19 contains 28922 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195746 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090452.000000 Penalty: 32375.896484
Iteration 287Q: 16 clusters Score -2.909045e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 4 contains 9255 members 
Mstep: Class 7 contains 33880 members 
Mstep: Class 8 contains 11626 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41032 members 
Mstep: Class 13 contains 45984 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151852 members 
Mstep: Class 19 contains 28923 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195762 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090440.000000 Penalty: 32375.896484
Iteration 288Q: 16 clusters Score -2.909044e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 4 contains 9255 members 
Mstep: Class 7 contains 33862 members 
Mstep: Class 8 contains 11627 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41032 members 
Mstep: Class 13 contains 45984 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 16 contains 7177 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151850 members 
Mstep: Class 19 contains 28922 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195782 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090458.000000 Penalty: 32375.896484
Iteration 289Q: 16 clusters Score -2.909046e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 4 contains 9255 members 
Mstep: Class 7 contains 33848 members 
Mstep: Class 8 contains 11628 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41033 members 
Mstep: Class 13 contains 45982 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 16 contains 7177 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151850 members 
Mstep: Class 19 contains 28921 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195796 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090462.000000 Penalty: 32375.896484
Iteration 290Q: 16 clusters Score -2.909046e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 4 contains 9254 members 
Mstep: Class 7 contains 33837 members 
Mstep: Class 8 contains 11628 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45981 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 16 contains 7177 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151847 members 
Mstep: Class 19 contains 28920 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195812 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090464.000000 Penalty: 32375.896484
Iteration 291Q: 16 clusters Score -2.909046e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 4 contains 9250 members 
Mstep: Class 7 contains 33822 members 
Mstep: Class 8 contains 11628 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45983 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151847 members 
Mstep: Class 19 contains 28918 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195831 members 
Mstep: Class 22 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090450.000000 Penalty: 32375.896484
Iteration 292Q: 16 clusters Score -2.909045e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 4 contains 9247 members 
Mstep: Class 7 contains 33816 members 
Mstep: Class 8 contains 11628 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45983 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151846 members 
Mstep: Class 19 contains 28917 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195842 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090448.000000 Penalty: 32375.896484
Iteration 293Q: 16 clusters Score -2.909045e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 4 contains 9245 members 
Mstep: Class 7 contains 33808 members 
Mstep: Class 8 contains 11629 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45983 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151846 members 
Mstep: Class 19 contains 28917 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195851 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090458.000000 Penalty: 32375.896484
Iteration 294Q: 16 clusters Score -2.909046e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 4 contains 9243 members 
Mstep: Class 7 contains 33801 members 
Mstep: Class 8 contains 11630 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45983 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151846 members 
Mstep: Class 19 contains 28917 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195858 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090428.000000 Penalty: 32375.896484
Iteration 295Q: 16 clusters Score -2.909043e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 4 contains 9241 members 
Mstep: Class 7 contains 33796 members 
Mstep: Class 8 contains 11631 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45983 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151845 members 
Mstep: Class 19 contains 28917 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195864 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090422.000000 Penalty: 32375.896484
Iteration 296Q: 16 clusters Score -2.909042e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 4 contains 9239 members 
Mstep: Class 7 contains 33791 members 
Mstep: Class 8 contains 11632 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45982 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151844 members 
Mstep: Class 19 contains 28917 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195872 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090438.000000 Penalty: 32375.896484
Iteration 297Q: 16 clusters Score -2.909044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 4 contains 9238 members 
Mstep: Class 7 contains 33788 members 
Mstep: Class 8 contains 11632 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45982 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151844 members 
Mstep: Class 19 contains 28917 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195876 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090426.000000 Penalty: 32375.896484
Iteration 298Q: 16 clusters Score -2.909043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 4 contains 9237 members 
Mstep: Class 7 contains 33785 members 
Mstep: Class 8 contains 11632 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45982 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151844 members 
Mstep: Class 19 contains 28916 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195880 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090414.000000 Penalty: 32375.896484
Iteration 299Q: 16 clusters Score -2.909041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 4 contains 9236 members 
Mstep: Class 7 contains 33785 members 
Mstep: Class 8 contains 11632 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45982 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151843 members 
Mstep: Class 19 contains 28915 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195882 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090424.000000 Penalty: 32375.896484
Iteration 300F: 16 clusters Score -2.909042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 4 contains 9235 members 
Mstep: Class 7 contains 33784 members 
Mstep: Class 8 contains 11632 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45982 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151843 members 
Mstep: Class 19 contains 28914 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195884 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090418.000000 Penalty: 32375.896484
Iteration 301Q: 16 clusters Score -2.909042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 4 contains 9234 members 
Mstep: Class 7 contains 33783 members 
Mstep: Class 8 contains 11632 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45982 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151843 members 
Mstep: Class 19 contains 28914 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195886 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090422.000000 Penalty: 32375.896484
Iteration 302Q: 16 clusters Score -2.909042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 4 contains 9233 members 
Mstep: Class 7 contains 33782 members 
Mstep: Class 8 contains 11632 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45982 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151843 members 
Mstep: Class 19 contains 28914 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195888 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090420.000000 Penalty: 32375.896484
Iteration 303Q: 16 clusters Score -2.909042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 4 contains 9232 members 
Mstep: Class 7 contains 33780 members 
Mstep: Class 8 contains 11632 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45982 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151843 members 
Mstep: Class 19 contains 28914 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195891 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090414.000000 Penalty: 32375.896484
Iteration 304Q: 16 clusters Score -2.909041e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 4 contains 9230 members 
Mstep: Class 7 contains 33779 members 
Mstep: Class 8 contains 11632 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45982 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151843 members 
Mstep: Class 19 contains 28914 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195895 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090428.000000 Penalty: 32375.896484
Iteration 305Q: 16 clusters Score -2.909043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 4 contains 9228 members 
Mstep: Class 7 contains 33776 members 
Mstep: Class 8 contains 11632 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45982 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151843 members 
Mstep: Class 19 contains 28914 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195899 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090428.000000 Penalty: 32375.896484
Iteration 306Q: 16 clusters Score -2.909043e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 4 contains 9228 members 
Mstep: Class 7 contains 33770 members 
Mstep: Class 8 contains 11632 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45981 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151843 members 
Mstep: Class 19 contains 28914 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195906 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090412.000000 Penalty: 32375.896484
Iteration 307Q: 16 clusters Score -2.909041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 4 contains 9228 members 
Mstep: Class 7 contains 33766 members 
Mstep: Class 8 contains 11632 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45980 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151843 members 
Mstep: Class 19 contains 28914 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195911 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090430.000000 Penalty: 32375.896484
Iteration 308Q: 16 clusters Score -2.909043e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 4 contains 9228 members 
Mstep: Class 7 contains 33759 members 
Mstep: Class 8 contains 11633 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45979 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151843 members 
Mstep: Class 19 contains 28914 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195918 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090422.000000 Penalty: 32375.896484
Iteration 309Q: 16 clusters Score -2.909042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 4 contains 9229 members 
Mstep: Class 7 contains 33752 members 
Mstep: Class 8 contains 11633 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45979 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151843 members 
Mstep: Class 19 contains 28914 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195924 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090412.000000 Penalty: 32375.896484
Iteration 310Q: 16 clusters Score -2.909041e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 4 contains 9227 members 
Mstep: Class 7 contains 33746 members 
Mstep: Class 8 contains 11633 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45979 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151843 members 
Mstep: Class 19 contains 28913 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195933 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090416.000000 Penalty: 32375.896484
Iteration 311Q: 16 clusters Score -2.909042e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 4 contains 9227 members 
Mstep: Class 7 contains 33737 members 
Mstep: Class 8 contains 11633 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45979 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151842 members 
Mstep: Class 19 contains 28913 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195943 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090428.000000 Penalty: 32375.896484
Iteration 312Q: 16 clusters Score -2.909043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 4 contains 9227 members 
Mstep: Class 7 contains 33731 members 
Mstep: Class 8 contains 11633 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45978 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151841 members 
Mstep: Class 19 contains 28914 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195950 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090420.000000 Penalty: 32375.896484
Iteration 313Q: 16 clusters Score -2.909042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 4 contains 9227 members 
Mstep: Class 7 contains 33724 members 
Mstep: Class 8 contains 11633 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45979 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151841 members 
Mstep: Class 19 contains 28913 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195957 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090406.000000 Penalty: 32375.896484
Iteration 314Q: 16 clusters Score -2.909041e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 4 contains 9227 members 
Mstep: Class 7 contains 33718 members 
Mstep: Class 8 contains 11633 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45979 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151841 members 
Mstep: Class 19 contains 28913 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195963 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090388.000000 Penalty: 32375.896484
Iteration 315Q: 16 clusters Score -2.909039e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 4 contains 9226 members 
Mstep: Class 7 contains 33712 members 
Mstep: Class 8 contains 11633 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45979 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151840 members 
Mstep: Class 19 contains 28914 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195970 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090408.000000 Penalty: 32375.896484
Iteration 316Q: 16 clusters Score -2.909041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 4 contains 9226 members 
Mstep: Class 7 contains 33707 members 
Mstep: Class 8 contains 11633 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45979 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151841 members 
Mstep: Class 19 contains 28914 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195974 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090384.000000 Penalty: 32375.896484
Iteration 317Q: 16 clusters Score -2.909038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 4 contains 9226 members 
Mstep: Class 7 contains 33703 members 
Mstep: Class 8 contains 11633 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45979 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151841 members 
Mstep: Class 19 contains 28914 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195978 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090384.000000 Penalty: 32375.896484
Iteration 318Q: 16 clusters Score -2.909038e+07 nChanged 5
Entering ConstructFrom: 
Score: -29090384.000000 Penalty: 32375.896484
Entering ConstructFrom: 
Trying to split cluster 1 (40544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Entering Unmasked Estep 
Score: -2058364.375000 Penalty: 1724.148193
	Iteration 0F: 2 clusters Score -2058364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -2031141.750000 Penalty: 3448.296387
	Iteration 0F: 3 clusters Score -2031142 nChanged 18904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -2041622.000000 Penalty: 3448.296387
	Iteration 1F: 3 clusters Score -2041622 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -2042045.875000 Penalty: 3448.296387
	Iteration 2Q: 3 clusters Score -2042046 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -2042516.250000 Penalty: 3448.296387
	Iteration 3Q: 3 clusters Score -2042516 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2043108.500000 Penalty: 3448.296387
	Iteration 4Q: 3 clusters Score -2043108 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -2043940.125000 Penalty: 3448.296387
	Iteration 5Q: 3 clusters Score -2043940 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -2045165.875000 Penalty: 3448.296387
	Iteration 6F: 3 clusters Score -2045166 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -2046895.250000 Penalty: 3448.296387
	Iteration 7F: 3 clusters Score -2046895 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2049019.125000 Penalty: 3448.296387
	Iteration 8F: 3 clusters Score -2049019 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2051379.125000 Penalty: 3448.296387
	Iteration 9F: 3 clusters Score -2051379 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -2053434.250000 Penalty: 3448.296387
	Iteration 10F: 3 clusters Score -2053434 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37281 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2054936.500000 Penalty: 3448.296387
	Iteration 11Q: 3 clusters Score -2054936 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38449 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2055856.125000 Penalty: 3448.296387
	Iteration 12Q: 3 clusters Score -2055856 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2056389.625000 Penalty: 3448.296387
	Iteration 13Q: 3 clusters Score -2056390 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2056653.125000 Penalty: 3448.296387
	Iteration 14Q: 3 clusters Score -2056653 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2056796.375000 Penalty: 3448.296387
	Iteration 15Q: 3 clusters Score -2056796 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2056883.250000 Penalty: 3448.296387
	Iteration 16Q: 3 clusters Score -2056883 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2056931.250000 Penalty: 3448.296387
	Iteration 17Q: 3 clusters Score -2056931 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2056952.000000 Penalty: 3448.296387
	Iteration 18Q: 3 clusters Score -2056952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2056959.750000 Penalty: 3448.296387
	Iteration 19Q: 3 clusters Score -2056960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2056973.625000 Penalty: 3448.296387
	Iteration 20F: 3 clusters Score -2056974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2056976.000000 Penalty: 3448.296387
	Iteration 21Q: 3 clusters Score -2056976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2056982.625000 Penalty: 3448.296387
	Iteration 22Q: 3 clusters Score -2056983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2056994.750000 Penalty: 3448.296387
	Iteration 23Q: 3 clusters Score -2056995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2056999.625000 Penalty: 3448.296387
	Iteration 24Q: 3 clusters Score -2057000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2056998.875000 Penalty: 3448.296387
	Iteration 25Q: 3 clusters Score -2056999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2056998.875000 Penalty: 3448.296387
	Iteration 26F: 3 clusters Score -2056999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Entering Unmasked Estep 
Score: -479416.531250 Penalty: 1483.589355
	Iteration 0F: 2 clusters Score -479416.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -472671.687500 Penalty: 2967.178711
	Iteration 0F: 3 clusters Score -472671.7 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -474780.218750 Penalty: 2967.178711
	Iteration 1F: 3 clusters Score -474780.2 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -475015.937500 Penalty: 2967.178711
	Iteration 2F: 3 clusters Score -475015.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -475180.968750 Penalty: 2967.178711
	Iteration 3Q: 3 clusters Score -475181 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -475329.343750 Penalty: 2967.178711
	Iteration 4Q: 3 clusters Score -475329.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -475452.875000 Penalty: 2967.178711
	Iteration 5Q: 3 clusters Score -475452.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -475556.781250 Penalty: 2967.178711
	Iteration 6Q: 3 clusters Score -475556.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -475679.812500 Penalty: 2967.178711
	Iteration 7Q: 3 clusters Score -475679.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -475824.781250 Penalty: 2967.178711
	Iteration 8Q: 3 clusters Score -475824.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -476005.968750 Penalty: 2967.178711
	Iteration 9Q: 3 clusters Score -476006 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -476208.875000 Penalty: 2967.178711
	Iteration 10Q: 3 clusters Score -476208.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -476450.781250 Penalty: 2967.178711
	Iteration 11Q: 3 clusters Score -476450.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -476645.625000 Penalty: 2967.178711
	Iteration 12Q: 3 clusters Score -476645.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -476790.906250 Penalty: 2967.178711
	Iteration 13Q: 3 clusters Score -476790.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -476909.406250 Penalty: 2967.178711
	Iteration 14Q: 3 clusters Score -476909.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -476996.875000 Penalty: 2967.178711
	Iteration 15Q: 3 clusters Score -476996.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -477072.312500 Penalty: 2967.178711
	Iteration 16Q: 3 clusters Score -477072.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -477138.000000 Penalty: 2967.178711
	Iteration 17Q: 3 clusters Score -477138 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -477191.625000 Penalty: 2967.178711
	Iteration 18Q: 3 clusters Score -477191.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -477232.375000 Penalty: 2967.178711
	Iteration 19Q: 3 clusters Score -477232.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -477269.312500 Penalty: 2967.178711
	Iteration 20F: 3 clusters Score -477269.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -477299.437500 Penalty: 2967.178711
	Iteration 21Q: 3 clusters Score -477299.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -477331.000000 Penalty: 2967.178711
	Iteration 22Q: 3 clusters Score -477331 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -477363.625000 Penalty: 2967.178711
	Iteration 23Q: 3 clusters Score -477363.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -477396.937500 Penalty: 2967.178711
	Iteration 24Q: 3 clusters Score -477396.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -477439.875000 Penalty: 2967.178711
	Iteration 25Q: 3 clusters Score -477439.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -477471.437500 Penalty: 2967.178711
	Iteration 26Q: 3 clusters Score -477471.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -477502.781250 Penalty: 2967.178711
	Iteration 27Q: 3 clusters Score -477502.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -477538.500000 Penalty: 2967.178711
	Iteration 28Q: 3 clusters Score -477538.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -477560.968750 Penalty: 2967.178711
	Iteration 29Q: 3 clusters Score -477561 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -477578.156250 Penalty: 2967.178711
	Iteration 30Q: 3 clusters Score -477578.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -477599.093750 Penalty: 2967.178711
	Iteration 31Q: 3 clusters Score -477599.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -477616.312500 Penalty: 2967.178711
	Iteration 32Q: 3 clusters Score -477616.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -477632.593750 Penalty: 2967.178711
	Iteration 33Q: 3 clusters Score -477632.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -477645.125000 Penalty: 2967.178711
	Iteration 34Q: 3 clusters Score -477645.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -477656.593750 Penalty: 2967.178711
	Iteration 35Q: 3 clusters Score -477656.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -477668.000000 Penalty: 2967.178711
	Iteration 36Q: 3 clusters Score -477668 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -477681.156250 Penalty: 2967.178711
	Iteration 37Q: 3 clusters Score -477681.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -477691.187500 Penalty: 2967.178711
	Iteration 38Q: 3 clusters Score -477691.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -477700.218750 Penalty: 2967.178711
	Iteration 39Q: 3 clusters Score -477700.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -477708.843750 Penalty: 2967.178711
	Iteration 40F: 3 clusters Score -477708.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -477716.906250 Penalty: 2967.178711
	Iteration 41Q: 3 clusters Score -477716.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -477723.375000 Penalty: 2967.178711
	Iteration 42Q: 3 clusters Score -477723.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -477729.343750 Penalty: 2967.178711
	Iteration 43Q: 3 clusters Score -477729.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -477733.031250 Penalty: 2967.178711
	Iteration 44Q: 3 clusters Score -477733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -477736.531250 Penalty: 2967.178711
	Iteration 45Q: 3 clusters Score -477736.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -477743.218750 Penalty: 2967.178711
	Iteration 46Q: 3 clusters Score -477743.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -477749.312500 Penalty: 2967.178711
	Iteration 47Q: 3 clusters Score -477749.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -477753.343750 Penalty: 2967.178711
	Iteration 48Q: 3 clusters Score -477753.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -477758.968750 Penalty: 2967.178711
	Iteration 49Q: 3 clusters Score -477759 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -477762.125000 Penalty: 2967.178711
	Iteration 50Q: 3 clusters Score -477762.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -477766.093750 Penalty: 2967.178711
	Iteration 51Q: 3 clusters Score -477766.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -477770.437500 Penalty: 2967.178711
	Iteration 52Q: 3 clusters Score -477770.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -477779.656250 Penalty: 2967.178711
	Iteration 53Q: 3 clusters Score -477779.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -477786.781250 Penalty: 2967.178711
	Iteration 54Q: 3 clusters Score -477786.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -477794.312500 Penalty: 2967.178711
	Iteration 55Q: 3 clusters Score -477794.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -477800.000000 Penalty: 2967.178711
	Iteration 56Q: 3 clusters Score -477800 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -477806.375000 Penalty: 2967.178711
	Iteration 57Q: 3 clusters Score -477806.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -477813.843750 Penalty: 2967.178711
	Iteration 58Q: 3 clusters Score -477813.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -477821.656250 Penalty: 2967.178711
	Iteration 59Q: 3 clusters Score -477821.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -477829.906250 Penalty: 2967.178711
	Iteration 60F: 3 clusters Score -477829.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -477836.968750 Penalty: 2967.178711
	Iteration 61Q: 3 clusters Score -477837 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -477847.812500 Penalty: 2967.178711
	Iteration 62Q: 3 clusters Score -477847.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -477858.281250 Penalty: 2967.178711
	Iteration 63Q: 3 clusters Score -477858.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -477864.343750 Penalty: 2967.178711
	Iteration 64Q: 3 clusters Score -477864.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -477869.875000 Penalty: 2967.178711
	Iteration 65Q: 3 clusters Score -477869.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -477874.468750 Penalty: 2967.178711
	Iteration 66Q: 3 clusters Score -477874.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -477878.843750 Penalty: 2967.178711
	Iteration 67Q: 3 clusters Score -477878.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -477881.843750 Penalty: 2967.178711
	Iteration 68Q: 3 clusters Score -477881.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -477884.343750 Penalty: 2967.178711
	Iteration 69Q: 3 clusters Score -477884.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -477887.125000 Penalty: 2967.178711
	Iteration 70Q: 3 clusters Score -477887.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -477890.968750 Penalty: 2967.178711
	Iteration 71Q: 3 clusters Score -477891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -477893.343750 Penalty: 2967.178711
	Iteration 72Q: 3 clusters Score -477893.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -477898.312500 Penalty: 2967.178711
	Iteration 73Q: 3 clusters Score -477898.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -477903.250000 Penalty: 2967.178711
	Iteration 74Q: 3 clusters Score -477903.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -477907.375000 Penalty: 2967.178711
	Iteration 75Q: 3 clusters Score -477907.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -477914.812500 Penalty: 2967.178711
	Iteration 76Q: 3 clusters Score -477914.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -477916.312500 Penalty: 2967.178711
	Iteration 77Q: 3 clusters Score -477916.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -477920.281250 Penalty: 2967.178711
	Iteration 78Q: 3 clusters Score -477920.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -477923.812500 Penalty: 2967.178711
	Iteration 79Q: 3 clusters Score -477923.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -477925.531250 Penalty: 2967.178711
	Iteration 80F: 3 clusters Score -477925.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -477927.562500 Penalty: 2967.178711
	Iteration 81Q: 3 clusters Score -477927.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -477929.875000 Penalty: 2967.178711
	Iteration 82Q: 3 clusters Score -477929.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -477930.968750 Penalty: 2967.178711
	Iteration 83Q: 3 clusters Score -477931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -477933.468750 Penalty: 2967.178711
	Iteration 84Q: 3 clusters Score -477933.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -477936.406250 Penalty: 2967.178711
	Iteration 85Q: 3 clusters Score -477936.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -477939.218750 Penalty: 2967.178711
	Iteration 86Q: 3 clusters Score -477939.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -477944.281250 Penalty: 2967.178711
	Iteration 87Q: 3 clusters Score -477944.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -477946.531250 Penalty: 2967.178711
	Iteration 88Q: 3 clusters Score -477946.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -477951.843750 Penalty: 2967.178711
	Iteration 89Q: 3 clusters Score -477951.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -477953.343750 Penalty: 2967.178711
	Iteration 90Q: 3 clusters Score -477953.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -477956.406250 Penalty: 2967.178711
	Iteration 91Q: 3 clusters Score -477956.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -477958.437500 Penalty: 2967.178711
	Iteration 92Q: 3 clusters Score -477958.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -477961.625000 Penalty: 2967.178711
	Iteration 93Q: 3 clusters Score -477961.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -477967.031250 Penalty: 2967.178711
	Iteration 94Q: 3 clusters Score -477967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -477969.656250 Penalty: 2967.178711
	Iteration 95Q: 3 clusters Score -477969.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -477972.250000 Penalty: 2967.178711
	Iteration 96Q: 3 clusters Score -477972.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -477978.250000 Penalty: 2967.178711
	Iteration 97Q: 3 clusters Score -477978.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -477983.593750 Penalty: 2967.178711
	Iteration 98Q: 3 clusters Score -477983.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -477988.125000 Penalty: 2967.178711
	Iteration 99Q: 3 clusters Score -477988.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -477993.156250 Penalty: 2967.178711
	Iteration 100F: 3 clusters Score -477993.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -477994.343750 Penalty: 2967.178711
	Iteration 101Q: 3 clusters Score -477994.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -477995.625000 Penalty: 2967.178711
	Iteration 102Q: 3 clusters Score -477995.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -477997.062500 Penalty: 2967.178711
	Iteration 103Q: 3 clusters Score -477997.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -477996.468750 Penalty: 2967.178711
	Iteration 104Q: 3 clusters Score -477996.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -477997.375000 Penalty: 2967.178711
	Iteration 105Q: 3 clusters Score -477997.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -477998.187500 Penalty: 2967.178711
	Iteration 106Q: 3 clusters Score -477998.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -478000.156250 Penalty: 2967.178711
	Iteration 107Q: 3 clusters Score -478000.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -478001.812500 Penalty: 2967.178711
	Iteration 108Q: 3 clusters Score -478001.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -478002.281250 Penalty: 2967.178711
	Iteration 109Q: 3 clusters Score -478002.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -478003.468750 Penalty: 2967.178711
	Iteration 110Q: 3 clusters Score -478003.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -478003.687500 Penalty: 2967.178711
	Iteration 111Q: 3 clusters Score -478003.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -478004.906250 Penalty: 2967.178711
	Iteration 112Q: 3 clusters Score -478004.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -478005.093750 Penalty: 2967.178711
	Iteration 113Q: 3 clusters Score -478005.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -478005.093750 Penalty: 2967.178711
	Iteration 114F: 3 clusters Score -478005.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (33701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33701 members 
Entering Unmasked Estep 
Score: -1734820.000000 Penalty: 1694.108398
	Iteration 0F: 2 clusters Score -1734820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -1712051.000000 Penalty: 3388.216797
	Iteration 0F: 3 clusters Score -1712051 nChanged 15616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -1721250.875000 Penalty: 3388.216797
	Iteration 1F: 3 clusters Score -1721251 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -1722160.250000 Penalty: 3388.216797
	Iteration 2F: 3 clusters Score -1722160 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -1723417.750000 Penalty: 3388.216797
	Iteration 3F: 3 clusters Score -1723418 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1724987.375000 Penalty: 3388.216797
	Iteration 4F: 3 clusters Score -1724987 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -1726730.375000 Penalty: 3388.216797
	Iteration 5F: 3 clusters Score -1726730 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1728539.000000 Penalty: 3388.216797
	Iteration 6F: 3 clusters Score -1728539 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1729960.000000 Penalty: 3388.216797
	Iteration 7F: 3 clusters Score -1729960 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1730713.875000 Penalty: 3388.216797
	Iteration 8Q: 3 clusters Score -1730714 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1731036.500000 Penalty: 3388.216797
	Iteration 9Q: 3 clusters Score -1731036 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1731223.125000 Penalty: 3388.216797
	Iteration 10Q: 3 clusters Score -1731223 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1731360.750000 Penalty: 3388.216797
	Iteration 11Q: 3 clusters Score -1731361 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1731469.125000 Penalty: 3388.216797
	Iteration 12Q: 3 clusters Score -1731469 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1731587.500000 Penalty: 3388.216797
	Iteration 13Q: 3 clusters Score -1731588 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1731687.250000 Penalty: 3388.216797
	Iteration 14Q: 3 clusters Score -1731687 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1731782.375000 Penalty: 3388.216797
	Iteration 15Q: 3 clusters Score -1731782 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1731872.625000 Penalty: 3388.216797
	Iteration 16Q: 3 clusters Score -1731873 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1731962.875000 Penalty: 3388.216797
	Iteration 17Q: 3 clusters Score -1731963 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1732038.500000 Penalty: 3388.216797
	Iteration 18Q: 3 clusters Score -1732038 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1732114.000000 Penalty: 3388.216797
	Iteration 19Q: 3 clusters Score -1732114 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1732190.000000 Penalty: 3388.216797
	Iteration 20F: 3 clusters Score -1732190 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1732278.875000 Penalty: 3388.216797
	Iteration 21Q: 3 clusters Score -1732279 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1732358.000000 Penalty: 3388.216797
	Iteration 22Q: 3 clusters Score -1732358 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1732441.250000 Penalty: 3388.216797
	Iteration 23Q: 3 clusters Score -1732441 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1732513.875000 Penalty: 3388.216797
	Iteration 24Q: 3 clusters Score -1732514 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1732566.875000 Penalty: 3388.216797
	Iteration 25Q: 3 clusters Score -1732567 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1732619.375000 Penalty: 3388.216797
	Iteration 26Q: 3 clusters Score -1732619 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1732672.750000 Penalty: 3388.216797
	Iteration 27Q: 3 clusters Score -1732673 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1732728.375000 Penalty: 3388.216797
	Iteration 28Q: 3 clusters Score -1732728 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1732772.500000 Penalty: 3388.216797
	Iteration 29Q: 3 clusters Score -1732772 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1732840.375000 Penalty: 3388.216797
	Iteration 30Q: 3 clusters Score -1732840 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1732882.750000 Penalty: 3388.216797
	Iteration 31Q: 3 clusters Score -1732883 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1732930.000000 Penalty: 3388.216797
	Iteration 32Q: 3 clusters Score -1732930 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1732961.625000 Penalty: 3388.216797
	Iteration 33Q: 3 clusters Score -1732962 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1733006.000000 Penalty: 3388.216797
	Iteration 34Q: 3 clusters Score -1733006 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1733052.625000 Penalty: 3388.216797
	Iteration 35Q: 3 clusters Score -1733053 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1733083.875000 Penalty: 3388.216797
	Iteration 36Q: 3 clusters Score -1733084 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1733119.250000 Penalty: 3388.216797
	Iteration 37Q: 3 clusters Score -1733119 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1733158.375000 Penalty: 3388.216797
	Iteration 38Q: 3 clusters Score -1733158 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1733191.375000 Penalty: 3388.216797
	Iteration 39Q: 3 clusters Score -1733191 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1733214.500000 Penalty: 3388.216797
	Iteration 40F: 3 clusters Score -1733214 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1733238.625000 Penalty: 3388.216797
	Iteration 41Q: 3 clusters Score -1733239 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1733261.250000 Penalty: 3388.216797
	Iteration 42Q: 3 clusters Score -1733261 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1733281.625000 Penalty: 3388.216797
	Iteration 43Q: 3 clusters Score -1733282 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1733306.375000 Penalty: 3388.216797
	Iteration 44Q: 3 clusters Score -1733306 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1733333.625000 Penalty: 3388.216797
	Iteration 45Q: 3 clusters Score -1733334 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1733348.125000 Penalty: 3388.216797
	Iteration 46Q: 3 clusters Score -1733348 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1733366.000000 Penalty: 3388.216797
	Iteration 47Q: 3 clusters Score -1733366 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1733380.250000 Penalty: 3388.216797
	Iteration 48Q: 3 clusters Score -1733380 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1733404.875000 Penalty: 3388.216797
	Iteration 49Q: 3 clusters Score -1733405 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1733420.375000 Penalty: 3388.216797
	Iteration 50Q: 3 clusters Score -1733420 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1733436.250000 Penalty: 3388.216797
	Iteration 51Q: 3 clusters Score -1733436 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1733449.250000 Penalty: 3388.216797
	Iteration 52Q: 3 clusters Score -1733449 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1733465.250000 Penalty: 3388.216797
	Iteration 53Q: 3 clusters Score -1733465 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1733487.000000 Penalty: 3388.216797
	Iteration 54Q: 3 clusters Score -1733487 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1733497.500000 Penalty: 3388.216797
	Iteration 55Q: 3 clusters Score -1733498 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1733515.250000 Penalty: 3388.216797
	Iteration 56Q: 3 clusters Score -1733515 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1733525.875000 Penalty: 3388.216797
	Iteration 57Q: 3 clusters Score -1733526 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1733542.750000 Penalty: 3388.216797
	Iteration 58Q: 3 clusters Score -1733543 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1733551.875000 Penalty: 3388.216797
	Iteration 59Q: 3 clusters Score -1733552 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1733562.250000 Penalty: 3388.216797
	Iteration 60F: 3 clusters Score -1733562 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1733562.250000 Penalty: 3388.216797
	Iteration 61Q: 3 clusters Score -1733562 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1733567.625000 Penalty: 3388.216797
	Iteration 62Q: 3 clusters Score -1733568 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1733576.875000 Penalty: 3388.216797
	Iteration 63Q: 3 clusters Score -1733577 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1733586.375000 Penalty: 3388.216797
	Iteration 64Q: 3 clusters Score -1733586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1733583.625000 Penalty: 3388.216797
	Iteration 65Q: 3 clusters Score -1733584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1733588.625000 Penalty: 3388.216797
	Iteration 66Q: 3 clusters Score -1733589 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1733591.500000 Penalty: 3388.216797
	Iteration 67Q: 3 clusters Score -1733592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1733591.750000 Penalty: 3388.216797
	Iteration 68Q: 3 clusters Score -1733592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1733599.500000 Penalty: 3388.216797
	Iteration 69Q: 3 clusters Score -1733600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1733596.250000 Penalty: 3388.216797
	Iteration 70Q: 3 clusters Score -1733596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1733598.250000 Penalty: 3388.216797
	Iteration 71Q: 3 clusters Score -1733598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1733598.500000 Penalty: 3388.216797
	Iteration 72Q: 3 clusters Score -1733598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1733600.625000 Penalty: 3388.216797
	Iteration 73Q: 3 clusters Score -1733601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1733600.250000 Penalty: 3388.216797
	Iteration 74Q: 3 clusters Score -1733600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1733608.625000 Penalty: 3388.216797
	Iteration 75Q: 3 clusters Score -1733609 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1733608.000000 Penalty: 3388.216797
	Iteration 76Q: 3 clusters Score -1733608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1733607.875000 Penalty: 3388.216797
	Iteration 77Q: 3 clusters Score -1733608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1733614.000000 Penalty: 3388.216797
	Iteration 78Q: 3 clusters Score -1733614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1733612.125000 Penalty: 3388.216797
	Iteration 79Q: 3 clusters Score -1733612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1733615.375000 Penalty: 3388.216797
	Iteration 80F: 3 clusters Score -1733615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1733615.500000 Penalty: 3388.216797
	Iteration 81Q: 3 clusters Score -1733616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1733618.125000 Penalty: 3388.216797
	Iteration 82Q: 3 clusters Score -1733618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1733618.250000 Penalty: 3388.216797
	Iteration 83Q: 3 clusters Score -1733618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1733622.375000 Penalty: 3388.216797
	Iteration 84Q: 3 clusters Score -1733622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1733625.500000 Penalty: 3388.216797
	Iteration 85Q: 3 clusters Score -1733626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1733624.375000 Penalty: 3388.216797
	Iteration 86Q: 3 clusters Score -1733624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1733624.375000 Penalty: 3388.216797
	Iteration 87F: 3 clusters Score -1733624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Entering Unmasked Estep 
Score: -575752.687500 Penalty: 1521.260132
	Iteration 0F: 2 clusters Score -575752.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -567459.187500 Penalty: 3042.520264
	Iteration 0F: 3 clusters Score -567459.2 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -570159.125000 Penalty: 3042.520264
	Iteration 1F: 3 clusters Score -570159.1 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -570379.375000 Penalty: 3042.520264
	Iteration 2F: 3 clusters Score -570379.4 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -570533.125000 Penalty: 3042.520264
	Iteration 3Q: 3 clusters Score -570533.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -570646.250000 Penalty: 3042.520264
	Iteration 4Q: 3 clusters Score -570646.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -570751.375000 Penalty: 3042.520264
	Iteration 5Q: 3 clusters Score -570751.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -570848.937500 Penalty: 3042.520264
	Iteration 6Q: 3 clusters Score -570848.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -570984.687500 Penalty: 3042.520264
	Iteration 7Q: 3 clusters Score -570984.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -571158.687500 Penalty: 3042.520264
	Iteration 8Q: 3 clusters Score -571158.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -571364.375000 Penalty: 3042.520264
	Iteration 9Q: 3 clusters Score -571364.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -571621.562500 Penalty: 3042.520264
	Iteration 10Q: 3 clusters Score -571621.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -571927.812500 Penalty: 3042.520264
	Iteration 11Q: 3 clusters Score -571927.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -572277.062500 Penalty: 3042.520264
	Iteration 12Q: 3 clusters Score -572277.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -572670.125000 Penalty: 3042.520264
	Iteration 13Q: 3 clusters Score -572670.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -573040.750000 Penalty: 3042.520264
	Iteration 14Q: 3 clusters Score -573040.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -573387.187500 Penalty: 3042.520264
	Iteration 15Q: 3 clusters Score -573387.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -573669.875000 Penalty: 3042.520264
	Iteration 16Q: 3 clusters Score -573669.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -573866.187500 Penalty: 3042.520264
	Iteration 17Q: 3 clusters Score -573866.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -574007.437500 Penalty: 3042.520264
	Iteration 18Q: 3 clusters Score -574007.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -574110.125000 Penalty: 3042.520264
	Iteration 19Q: 3 clusters Score -574110.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -574192.750000 Penalty: 3042.520264
	Iteration 20F: 3 clusters Score -574192.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -574256.312500 Penalty: 3042.520264
	Iteration 21Q: 3 clusters Score -574256.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -574295.562500 Penalty: 3042.520264
	Iteration 22Q: 3 clusters Score -574295.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -574326.375000 Penalty: 3042.520264
	Iteration 23Q: 3 clusters Score -574326.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -574353.062500 Penalty: 3042.520264
	Iteration 24Q: 3 clusters Score -574353.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -574378.250000 Penalty: 3042.520264
	Iteration 25Q: 3 clusters Score -574378.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -574404.250000 Penalty: 3042.520264
	Iteration 26Q: 3 clusters Score -574404.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -574420.500000 Penalty: 3042.520264
	Iteration 27Q: 3 clusters Score -574420.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -574426.875000 Penalty: 3042.520264
	Iteration 28Q: 3 clusters Score -574426.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -574431.812500 Penalty: 3042.520264
	Iteration 29Q: 3 clusters Score -574431.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -574434.000000 Penalty: 3042.520264
	Iteration 30Q: 3 clusters Score -574434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -574435.437500 Penalty: 3042.520264
	Iteration 31Q: 3 clusters Score -574435.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -574439.062500 Penalty: 3042.520264
	Iteration 32Q: 3 clusters Score -574439.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -574440.937500 Penalty: 3042.520264
	Iteration 33Q: 3 clusters Score -574440.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -574444.437500 Penalty: 3042.520264
	Iteration 34Q: 3 clusters Score -574444.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -574447.562500 Penalty: 3042.520264
	Iteration 35Q: 3 clusters Score -574447.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -574453.125000 Penalty: 3042.520264
	Iteration 36Q: 3 clusters Score -574453.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -574455.875000 Penalty: 3042.520264
	Iteration 37Q: 3 clusters Score -574455.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -574460.875000 Penalty: 3042.520264
	Iteration 38Q: 3 clusters Score -574460.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -574463.812500 Penalty: 3042.520264
	Iteration 39Q: 3 clusters Score -574463.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -574464.562500 Penalty: 3042.520264
	Iteration 40F: 3 clusters Score -574464.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -574465.500000 Penalty: 3042.520264
	Iteration 41Q: 3 clusters Score -574465.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -574467.875000 Penalty: 3042.520264
	Iteration 42Q: 3 clusters Score -574467.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -574471.875000 Penalty: 3042.520264
	Iteration 43Q: 3 clusters Score -574471.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -574473.437500 Penalty: 3042.520264
	Iteration 44Q: 3 clusters Score -574473.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -574475.937500 Penalty: 3042.520264
	Iteration 45Q: 3 clusters Score -574475.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -574475.687500 Penalty: 3042.520264
	Iteration 46Q: 3 clusters Score -574475.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -574475.687500 Penalty: 3042.520264
	Iteration 47F: 3 clusters Score -574475.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Entering Unmasked Estep 
Score: -79320.468750 Penalty: 1206.523804
	Iteration 0F: 2 clusters Score -79320.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -77412.562500 Penalty: 2413.047607
	Iteration 0F: 3 clusters Score -77412.56 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -77800.085938 Penalty: 2413.047607
	Iteration 1F: 3 clusters Score -77800.09 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -77879.296875 Penalty: 2413.047607
	Iteration 2F: 3 clusters Score -77879.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -77932.859375 Penalty: 2413.047607
	Iteration 3Q: 3 clusters Score -77932.86 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -77964.500000 Penalty: 2413.047607
	Iteration 4Q: 3 clusters Score -77964.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -77979.750000 Penalty: 2413.047607
	Iteration 5Q: 3 clusters Score -77979.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -77989.750000 Penalty: 2413.047607
	Iteration 6Q: 3 clusters Score -77989.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -78000.695312 Penalty: 2413.047607
	Iteration 7Q: 3 clusters Score -78000.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -78011.101562 Penalty: 2413.047607
	Iteration 8Q: 3 clusters Score -78011.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -78022.429688 Penalty: 2413.047607
	Iteration 9Q: 3 clusters Score -78022.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -78030.695312 Penalty: 2413.047607
	Iteration 10Q: 3 clusters Score -78030.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -78037.601562 Penalty: 2413.047607
	Iteration 11Q: 3 clusters Score -78037.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -78048.960938 Penalty: 2413.047607
	Iteration 12Q: 3 clusters Score -78048.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -78061.273438 Penalty: 2413.047607
	Iteration 13Q: 3 clusters Score -78061.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -78077.515625 Penalty: 2413.047607
	Iteration 14Q: 3 clusters Score -78077.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -78091.281250 Penalty: 2413.047607
	Iteration 15Q: 3 clusters Score -78091.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -78101.843750 Penalty: 2413.047607
	Iteration 16Q: 3 clusters Score -78101.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -78113.625000 Penalty: 2413.047607
	Iteration 17Q: 3 clusters Score -78113.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -78124.679688 Penalty: 2413.047607
	Iteration 18Q: 3 clusters Score -78124.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -78133.460938 Penalty: 2413.047607
	Iteration 19Q: 3 clusters Score -78133.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -78144.976562 Penalty: 2413.047607
	Iteration 20F: 3 clusters Score -78144.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -78155.687500 Penalty: 2413.047607
	Iteration 21Q: 3 clusters Score -78155.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -78168.906250 Penalty: 2413.047607
	Iteration 22Q: 3 clusters Score -78168.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -78176.984375 Penalty: 2413.047607
	Iteration 23Q: 3 clusters Score -78176.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -78186.195312 Penalty: 2413.047607
	Iteration 24Q: 3 clusters Score -78186.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -78192.242188 Penalty: 2413.047607
	Iteration 25Q: 3 clusters Score -78192.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -78196.382812 Penalty: 2413.047607
	Iteration 26Q: 3 clusters Score -78196.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -78199.125000 Penalty: 2413.047607
	Iteration 27Q: 3 clusters Score -78199.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -78204.015625 Penalty: 2413.047607
	Iteration 28Q: 3 clusters Score -78204.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -78207.523438 Penalty: 2413.047607
	Iteration 29Q: 3 clusters Score -78207.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -78208.484375 Penalty: 2413.047607
	Iteration 30Q: 3 clusters Score -78208.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -78208.929688 Penalty: 2413.047607
	Iteration 31Q: 3 clusters Score -78208.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -78210.679688 Penalty: 2413.047607
	Iteration 32Q: 3 clusters Score -78210.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -78211.835938 Penalty: 2413.047607
	Iteration 33Q: 3 clusters Score -78211.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -78214.335938 Penalty: 2413.047607
	Iteration 34Q: 3 clusters Score -78214.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -78215.156250 Penalty: 2413.047607
	Iteration 35Q: 3 clusters Score -78215.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -78216.320312 Penalty: 2413.047607
	Iteration 36Q: 3 clusters Score -78216.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -78219.148438 Penalty: 2413.047607
	Iteration 37Q: 3 clusters Score -78219.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -78222.164062 Penalty: 2413.047607
	Iteration 38Q: 3 clusters Score -78222.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -78224.085938 Penalty: 2413.047607
	Iteration 39Q: 3 clusters Score -78224.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -78224.414062 Penalty: 2413.047607
	Iteration 40F: 3 clusters Score -78224.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -78225.937500 Penalty: 2413.047607
	Iteration 41Q: 3 clusters Score -78225.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -78227.859375 Penalty: 2413.047607
	Iteration 42Q: 3 clusters Score -78227.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -78228.781250 Penalty: 2413.047607
	Iteration 43Q: 3 clusters Score -78228.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -78230.570312 Penalty: 2413.047607
	Iteration 44Q: 3 clusters Score -78230.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -78231.640625 Penalty: 2413.047607
	Iteration 45Q: 3 clusters Score -78231.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -78232.203125 Penalty: 2413.047607
	Iteration 46Q: 3 clusters Score -78232.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -78233.617188 Penalty: 2413.047607
	Iteration 47Q: 3 clusters Score -78233.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -78235.039062 Penalty: 2413.047607
	Iteration 48Q: 3 clusters Score -78235.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -78235.742188 Penalty: 2413.047607
	Iteration 49Q: 3 clusters Score -78235.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -78237.679688 Penalty: 2413.047607
	Iteration 50Q: 3 clusters Score -78237.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -78238.664062 Penalty: 2413.047607
	Iteration 51Q: 3 clusters Score -78238.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -78239.796875 Penalty: 2413.047607
	Iteration 52Q: 3 clusters Score -78239.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -78243.156250 Penalty: 2413.047607
	Iteration 53Q: 3 clusters Score -78243.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -78246.000000 Penalty: 2413.047607
	Iteration 54Q: 3 clusters Score -78246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -78248.632812 Penalty: 2413.047607
	Iteration 55Q: 3 clusters Score -78248.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -78250.195312 Penalty: 2413.047607
	Iteration 56Q: 3 clusters Score -78250.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -78252.820312 Penalty: 2413.047607
	Iteration 57Q: 3 clusters Score -78252.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -78254.046875 Penalty: 2413.047607
	Iteration 58Q: 3 clusters Score -78254.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -78256.710938 Penalty: 2413.047607
	Iteration 59Q: 3 clusters Score -78256.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -78259.117188 Penalty: 2413.047607
	Iteration 60F: 3 clusters Score -78259.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -78260.992188 Penalty: 2413.047607
	Iteration 61Q: 3 clusters Score -78260.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -78261.726562 Penalty: 2413.047607
	Iteration 62Q: 3 clusters Score -78261.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -78262.843750 Penalty: 2413.047607
	Iteration 63Q: 3 clusters Score -78262.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -78262.843750 Penalty: 2413.047607
	Iteration 64F: 3 clusters Score -78262.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (41034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Entering Unmasked Estep 
Score: -2178862.000000 Penalty: 1726.100342
	Iteration 0F: 2 clusters Score -2178862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -2151269.750000 Penalty: 3452.200684
	Iteration 0F: 3 clusters Score -2151270 nChanged 19282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -2162027.750000 Penalty: 3452.200684
	Iteration 1F: 3 clusters Score -2162028 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -2162525.250000 Penalty: 3452.200684
	Iteration 2Q: 3 clusters Score -2162525 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -2163367.750000 Penalty: 3452.200684
	Iteration 3Q: 3 clusters Score -2163368 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -2164794.000000 Penalty: 3452.200684
	Iteration 4F: 3 clusters Score -2164794 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2166995.250000 Penalty: 3452.200684
	Iteration 5F: 3 clusters Score -2166995 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2169997.250000 Penalty: 3452.200684
	Iteration 6F: 3 clusters Score -2169997 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -2173108.000000 Penalty: 3452.200684
	Iteration 7F: 3 clusters Score -2173108 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -2175280.750000 Penalty: 3452.200684
	Iteration 8F: 3 clusters Score -2175281 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2176375.250000 Penalty: 3452.200684
	Iteration 9Q: 3 clusters Score -2176375 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2177004.500000 Penalty: 3452.200684
	Iteration 10Q: 3 clusters Score -2177004 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -2177452.500000 Penalty: 3452.200684
	Iteration 11Q: 3 clusters Score -2177452 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2177701.250000 Penalty: 3452.200684
	Iteration 12Q: 3 clusters Score -2177701 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2177872.500000 Penalty: 3452.200684
	Iteration 13Q: 3 clusters Score -2177872 nChanged 402
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2177981 nChanged 333
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2178068 nChanged 269
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2178116 nChanged 216
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2178149 nChanged 186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2178183.500000 Penalty: 3452.200684
	Iteration 18Q: 3 clusters Score -2178184 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2178208.500000 Penalty: 3452.200684
	Iteration 19Q: 3 clusters Score -2178208 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2178232.500000 Penalty: 3452.200684
	Iteration 20F: 3 clusters Score -2178232 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2178244.750000 Penalty: 3452.200684
	Iteration 21Q: 3 clusters Score -2178245 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2178241.250000 Penalty: 3452.200684
	Iteration 22Q: 3 clusters Score -2178241 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2178264 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2178267.500000 Penalty: 3452.200684
	Iteration 24Q: 3 clusters Score -2178268 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2178284.000000 Penalty: 3452.200684
	Iteration 25Q: 3 clusters Score -2178284 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2178295.000000 Penalty: 3452.200684
	Iteration 26Q: 3 clusters Score -2178295 nChanged 103
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Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2178308.000000 Penalty: 3452.200684
	Iteration 27Q: 3 clusters Score -2178308 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2178316.500000 Penalty: 3452.200684
	Iteration 28Q: 3 clusters Score -2178316 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2178325.500000 Penalty: 3452.200684
	Iteration 29Q: 3 clusters Score -2178326 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2178329.750000 Penalty: 3452.200684
	Iteration 30Q: 3 clusters Score -2178330 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2178341.000000 Penalty: 3452.200684
	Iteration 31Q: 3 clusters Score -2178341 nChanged 83
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Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2178350 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2178357.250000 Penalty: 3452.200684
	Iteration 33Q: 3 clusters Score -2178357 nChanged 86
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Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2178361 nChanged 109
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Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2178378 nChanged 120
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Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2178397.750000 Penalty: 3452.200684
	Iteration 36Q: 3 clusters Score -2178398 nChanged 97
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Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2178411.500000 Penalty: 3452.200684
	Iteration 37Q: 3 clusters Score -2178412 nChanged 88
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Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2178416 nChanged 80
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Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2178426 nChanged 76
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Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2178430.000000 Penalty: 3452.200684
	Iteration 40F: 3 clusters Score -2178430 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2178440.500000 Penalty: 3452.200684
	Iteration 41Q: 3 clusters Score -2178440 nChanged 77
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Mstep: Class 1 contains 33295 members 
Mstep: Class 2 contains 7739 members 
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	Iteration 42Q: 3 clusters Score -2178444 nChanged 76
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Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -2178457.250000 Penalty: 3452.200684
	Iteration 43Q: 3 clusters Score -2178457 nChanged 72
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Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2178464 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 7527 members 
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	Iteration 45Q: 3 clusters Score -2178468 nChanged 51
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Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2178470 nChanged 55
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Mstep: Class 1 contains 33613 members 
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	Iteration 47Q: 3 clusters Score -2178478 nChanged 58
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Score: -2178484.250000 Penalty: 3452.200684
	Iteration 48Q: 3 clusters Score -2178484 nChanged 52
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Mstep: Class 1 contains 33721 members 
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	Iteration 49Q: 3 clusters Score -2178484 nChanged 60
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Entering Unmasked Estep 
Score: -2178491.250000 Penalty: 3452.200684
	Iteration 50Q: 3 clusters Score -2178491 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33836 members 
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Entering Unmasked Estep 
Score: -2178499.250000 Penalty: 3452.200684
	Iteration 51Q: 3 clusters Score -2178499 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33894 members 
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Entering Unmasked Estep 
Score: -2178509.500000 Penalty: 3452.200684
	Iteration 52Q: 3 clusters Score -2178510 nChanged 52
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Mstep: Class 1 contains 33946 members 
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	Iteration 53Q: 3 clusters Score -2178509 nChanged 52
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Mstep: Class 1 contains 33998 members 
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	Iteration 54Q: 3 clusters Score -2178518 nChanged 49
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Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 6987 members 
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	Iteration 55Q: 3 clusters Score -2178520 nChanged 42
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Mstep: Class 1 contains 34089 members 
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Score: -2178521.250000 Penalty: 3452.200684
	Iteration 56Q: 3 clusters Score -2178521 nChanged 35
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Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 6910 members 
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Score: -2178530.250000 Penalty: 3452.200684
	Iteration 57Q: 3 clusters Score -2178530 nChanged 34
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Mstep: Class 1 contains 34158 members 
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Entering Unmasked Estep 
Score: -2178529.000000 Penalty: 3452.200684
	Iteration 58Q: 3 clusters Score -2178529 nChanged 37
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Mstep: Class 1 contains 34195 members 
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Score: -2178537.250000 Penalty: 3452.200684
	Iteration 59Q: 3 clusters Score -2178537 nChanged 40
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Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2178538.500000 Penalty: 3452.200684
	Iteration 60F: 3 clusters Score -2178538 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34262 members 
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Score: -2178540.000000 Penalty: 3452.200684
	Iteration 61Q: 3 clusters Score -2178540 nChanged 32
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Mstep: Class 1 contains 34294 members 
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	Iteration 62Q: 3 clusters Score -2178537 nChanged 31
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Mstep: Class 1 contains 34325 members 
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	Iteration 63Q: 3 clusters Score -2178536 nChanged 29
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Mstep: Class 1 contains 34354 members 
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	Iteration 64Q: 3 clusters Score -2178541 nChanged 30
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	Iteration 65Q: 3 clusters Score -2178537 nChanged 28
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Mstep: Class 1 contains 34412 members 
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	Iteration 66Q: 3 clusters Score -2178534 nChanged 25
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Score: -2178539.500000 Penalty: 3452.200684
	Iteration 67Q: 3 clusters Score -2178540 nChanged 31
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	Iteration 68Q: 3 clusters Score -2178543 nChanged 33
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	Iteration 69Q: 3 clusters Score -2178554 nChanged 45
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	Iteration 70Q: 3 clusters Score -2178554 nChanged 44
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	Iteration 71Q: 3 clusters Score -2178559 nChanged 44
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2178563 nChanged 37
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	Iteration 73Q: 3 clusters Score -2178564 nChanged 34
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	Iteration 74Q: 3 clusters Score -2178568 nChanged 31
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Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2178570.500000 Penalty: 3452.200684
	Iteration 75Q: 3 clusters Score -2178570 nChanged 32
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Mstep: Class 1 contains 34766 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2178573 nChanged 41
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2178576 nChanged 43
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	Iteration 78Q: 3 clusters Score -2178574 nChanged 44
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Score: -2178582.000000 Penalty: 3452.200684
	Iteration 79Q: 3 clusters Score -2178582 nChanged 38
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	Iteration 80F: 3 clusters Score -2178582 nChanged 44
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2178591.000000 Penalty: 3452.200684
	Iteration 81Q: 3 clusters Score -2178591 nChanged 51
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2178601 nChanged 41
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	Iteration 83Q: 3 clusters Score -2178603 nChanged 59
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Mstep: Class 1 contains 35125 members 
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	Iteration 84Q: 3 clusters Score -2178606 nChanged 51
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2178608 nChanged 52
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Score: -2178618.750000 Penalty: 3452.200684
	Iteration 86Q: 3 clusters Score -2178619 nChanged 51
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Mstep: Class 1 contains 35279 members 
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	Iteration 87Q: 3 clusters Score -2178619 nChanged 36
Entering Unmasked Mstep 
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	Iteration 88Q: 3 clusters Score -2178630 nChanged 35
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	Iteration 89Q: 3 clusters Score -2178630 nChanged 42
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	Iteration 90Q: 3 clusters Score -2178637 nChanged 47
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	Iteration 91Q: 3 clusters Score -2178641 nChanged 47
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	Iteration 92Q: 3 clusters Score -2178641 nChanged 38
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	Iteration 93Q: 3 clusters Score -2178644 nChanged 38
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	Iteration 94Q: 3 clusters Score -2178644 nChanged 35
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	Iteration 95Q: 3 clusters Score -2178638 nChanged 34
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	Iteration 96Q: 3 clusters Score -2178646 nChanged 25
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Entering Unmasked Estep 
Score: -2178652.250000 Penalty: 3452.200684
	Iteration 97Q: 3 clusters Score -2178652 nChanged 29
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	Iteration 98Q: 3 clusters Score -2178655 nChanged 27
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2178651 nChanged 18
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	Iteration 100F: 3 clusters Score -2178656 nChanged 17
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2178659 nChanged 13
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Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2178659 nChanged 12
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	Iteration 103Q: 3 clusters Score -2178658 nChanged 10
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	Iteration 104Q: 3 clusters Score -2178656 nChanged 12
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2178656 nChanged 7
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	Iteration 106Q: 3 clusters Score -2178656 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2178655.250000 Penalty: 3452.200684
	Iteration 107Q: 3 clusters Score -2178655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -2178654.250000 Penalty: 3452.200684
	Iteration 108Q: 3 clusters Score -2178654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2178656.000000 Penalty: 3452.200684
	Iteration 109Q: 3 clusters Score -2178656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -2178652.750000 Penalty: 3452.200684
	Iteration 110Q: 3 clusters Score -2178653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -2178655.750000 Penalty: 3452.200684
	Iteration 111Q: 3 clusters Score -2178656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -2178658.250000 Penalty: 3452.200684
	Iteration 112Q: 3 clusters Score -2178658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -2178657.250000 Penalty: 3452.200684
	Iteration 113Q: 3 clusters Score -2178657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2178657.250000 Penalty: 3452.200684
	Iteration 114Q: 3 clusters Score -2178657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -2178656.000000 Penalty: 3452.200684
	Iteration 115Q: 3 clusters Score -2178656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -2178656.000000 Penalty: 3452.200684
	Iteration 116F: 3 clusters Score -2178656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (45976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45976 members 
Entering Unmasked Estep 
Score: -2375538.250000 Penalty: 1744.579712
	Iteration 0F: 2 clusters Score -2375538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -2344815.500000 Penalty: 3489.159424
	Iteration 0F: 3 clusters Score -2344816 nChanged 21472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -2357066.000000 Penalty: 3489.159424
	Iteration 1F: 3 clusters Score -2357066 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -2357816.500000 Penalty: 3489.159424
	Iteration 2Q: 3 clusters Score -2357816 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -2358796.500000 Penalty: 3489.159424
	Iteration 3Q: 3 clusters Score -2358796 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -2360021.250000 Penalty: 3489.159424
	Iteration 4F: 3 clusters Score -2360021 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2361550.250000 Penalty: 3489.159424
	Iteration 5F: 3 clusters Score -2361550 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2363336.500000 Penalty: 3489.159424
	Iteration 6F: 3 clusters Score -2363336 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -2365385.000000 Penalty: 3489.159424
	Iteration 7F: 3 clusters Score -2365385 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2367486.250000 Penalty: 3489.159424
	Iteration 8F: 3 clusters Score -2367486 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -2369129.250000 Penalty: 3489.159424
	Iteration 9Q: 3 clusters Score -2369129 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2370074.750000 Penalty: 3489.159424
	Iteration 10Q: 3 clusters Score -2370075 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -2370640.500000 Penalty: 3489.159424
	Iteration 11Q: 3 clusters Score -2370640 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -2370999.500000 Penalty: 3489.159424
	Iteration 12Q: 3 clusters Score -2371000 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2371266.500000 Penalty: 3489.159424
	Iteration 13Q: 3 clusters Score -2371266 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -2371479.750000 Penalty: 3489.159424
	Iteration 14Q: 3 clusters Score -2371480 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2371664.500000 Penalty: 3489.159424
	Iteration 15Q: 3 clusters Score -2371664 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -2371822.000000 Penalty: 3489.159424
	Iteration 16Q: 3 clusters Score -2371822 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -2371967.250000 Penalty: 3489.159424
	Iteration 17Q: 3 clusters Score -2371967 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -2372115.000000 Penalty: 3489.159424
	Iteration 18Q: 3 clusters Score -2372115 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -2372230.500000 Penalty: 3489.159424
	Iteration 19Q: 3 clusters Score -2372230 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -2372355.750000 Penalty: 3489.159424
	Iteration 20F: 3 clusters Score -2372356 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -2372459.250000 Penalty: 3489.159424
	Iteration 21Q: 3 clusters Score -2372459 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -2372588.000000 Penalty: 3489.159424
	Iteration 22Q: 3 clusters Score -2372588 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -2372732.000000 Penalty: 3489.159424
	Iteration 23Q: 3 clusters Score -2372732 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42412 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2372863.500000 Penalty: 3489.159424
	Iteration 24Q: 3 clusters Score -2372864 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42764 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2373002.500000 Penalty: 3489.159424
	Iteration 25Q: 3 clusters Score -2373002 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2373156.000000 Penalty: 3489.159424
	Iteration 26Q: 3 clusters Score -2373156 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2373269.750000 Penalty: 3489.159424
	Iteration 27Q: 3 clusters Score -2373270 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43719 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2373373.000000 Penalty: 3489.159424
	Iteration 28Q: 3 clusters Score -2373373 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2373469.750000 Penalty: 3489.159424
	Iteration 29Q: 3 clusters Score -2373470 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44129 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2373551.000000 Penalty: 3489.159424
	Iteration 30Q: 3 clusters Score -2373551 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2373616.500000 Penalty: 3489.159424
	Iteration 31Q: 3 clusters Score -2373616 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2373674.500000 Penalty: 3489.159424
	Iteration 32Q: 3 clusters Score -2373674 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2373741.750000 Penalty: 3489.159424
	Iteration 33Q: 3 clusters Score -2373742 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2373810.500000 Penalty: 3489.159424
	Iteration 34Q: 3 clusters Score -2373810 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2373854.000000 Penalty: 3489.159424
	Iteration 35Q: 3 clusters Score -2373854 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44921 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2373889.000000 Penalty: 3489.159424
	Iteration 36Q: 3 clusters Score -2373889 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44980 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2373916.000000 Penalty: 3489.159424
	Iteration 37Q: 3 clusters Score -2373916 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2373938.750000 Penalty: 3489.159424
	Iteration 38Q: 3 clusters Score -2373939 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2373966.500000 Penalty: 3489.159424
	Iteration 39Q: 3 clusters Score -2373966 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2373976.250000 Penalty: 3489.159424
	Iteration 40F: 3 clusters Score -2373976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2373983.750000 Penalty: 3489.159424
	Iteration 41Q: 3 clusters Score -2373984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2373990.000000 Penalty: 3489.159424
	Iteration 42Q: 3 clusters Score -2373990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2374000.500000 Penalty: 3489.159424
	Iteration 43Q: 3 clusters Score -2374000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2374004.750000 Penalty: 3489.159424
	Iteration 44Q: 3 clusters Score -2374005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45222 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2374009.250000 Penalty: 3489.159424
	Iteration 45Q: 3 clusters Score -2374009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45235 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2374020.750000 Penalty: 3489.159424
	Iteration 46Q: 3 clusters Score -2374021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2374021.500000 Penalty: 3489.159424
	Iteration 47Q: 3 clusters Score -2374022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2374030.750000 Penalty: 3489.159424
	Iteration 48Q: 3 clusters Score -2374031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2374032.000000 Penalty: 3489.159424
	Iteration 49Q: 3 clusters Score -2374032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2374037.750000 Penalty: 3489.159424
	Iteration 50Q: 3 clusters Score -2374038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2374038.750000 Penalty: 3489.159424
	Iteration 51Q: 3 clusters Score -2374039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2374039.000000 Penalty: 3489.159424
	Iteration 52Q: 3 clusters Score -2374039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2374038.250000 Penalty: 3489.159424
	Iteration 53Q: 3 clusters Score -2374038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2374039.500000 Penalty: 3489.159424
	Iteration 54Q: 3 clusters Score -2374040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45300 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2374040.500000 Penalty: 3489.159424
	Iteration 55Q: 3 clusters Score -2374040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2374039.500000 Penalty: 3489.159424
	Iteration 56Q: 3 clusters Score -2374040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45303 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2374039.750000 Penalty: 3489.159424
	Iteration 57Q: 3 clusters Score -2374040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45304 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2374040.000000 Penalty: 3489.159424
	Iteration 58Q: 3 clusters Score -2374040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2374043.250000 Penalty: 3489.159424
	Iteration 59Q: 3 clusters Score -2374043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2374043.250000 Penalty: 3489.159424
	Iteration 60F: 3 clusters Score -2374043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Entering Unmasked Estep 
Score: -221472.750000 Penalty: 1374.023682
	Iteration 0F: 2 clusters Score -221472.8 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 2408 members 
Entering Unmasked Estep 
Score: -217702.109375 Penalty: 2748.047363
	Iteration 0F: 3 clusters Score -217702.1 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -218732.984375 Penalty: 2748.047363
	Iteration 1F: 3 clusters Score -218733 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -218913.593750 Penalty: 2748.047363
	Iteration 2F: 3 clusters Score -218913.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -219028.796875 Penalty: 2748.047363
	Iteration 3Q: 3 clusters Score -219028.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -219124.578125 Penalty: 2748.047363
	Iteration 4Q: 3 clusters Score -219124.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -219220.921875 Penalty: 2748.047363
	Iteration 5Q: 3 clusters Score -219220.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -219322.500000 Penalty: 2748.047363
	Iteration 6Q: 3 clusters Score -219322.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -219439.093750 Penalty: 2748.047363
	Iteration 7Q: 3 clusters Score -219439.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -219568.671875 Penalty: 2748.047363
	Iteration 8Q: 3 clusters Score -219568.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -219707.109375 Penalty: 2748.047363
	Iteration 9Q: 3 clusters Score -219707.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -219849.093750 Penalty: 2748.047363
	Iteration 10Q: 3 clusters Score -219849.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -219950.390625 Penalty: 2748.047363
	Iteration 11Q: 3 clusters Score -219950.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -220042.593750 Penalty: 2748.047363
	Iteration 12Q: 3 clusters Score -220042.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -220123.234375 Penalty: 2748.047363
	Iteration 13Q: 3 clusters Score -220123.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -220175.437500 Penalty: 2748.047363
	Iteration 14Q: 3 clusters Score -220175.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -220208.437500 Penalty: 2748.047363
	Iteration 15Q: 3 clusters Score -220208.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -220235.031250 Penalty: 2748.047363
	Iteration 16Q: 3 clusters Score -220235 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -220271.062500 Penalty: 2748.047363
	Iteration 17Q: 3 clusters Score -220271.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -220303.578125 Penalty: 2748.047363
	Iteration 18Q: 3 clusters Score -220303.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -220325.281250 Penalty: 2748.047363
	Iteration 19Q: 3 clusters Score -220325.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -220338.296875 Penalty: 2748.047363
	Iteration 20F: 3 clusters Score -220338.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -220351.984375 Penalty: 2748.047363
	Iteration 21Q: 3 clusters Score -220352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -220364.234375 Penalty: 2748.047363
	Iteration 22Q: 3 clusters Score -220364.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -220372.500000 Penalty: 2748.047363
	Iteration 23Q: 3 clusters Score -220372.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -220378.640625 Penalty: 2748.047363
	Iteration 24Q: 3 clusters Score -220378.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -220382.890625 Penalty: 2748.047363
	Iteration 25Q: 3 clusters Score -220382.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -220384.843750 Penalty: 2748.047363
	Iteration 26Q: 3 clusters Score -220384.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -220386.515625 Penalty: 2748.047363
	Iteration 27Q: 3 clusters Score -220386.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -220387.812500 Penalty: 2748.047363
	Iteration 28Q: 3 clusters Score -220387.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -220388.421875 Penalty: 2748.047363
	Iteration 29Q: 3 clusters Score -220388.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -220388.671875 Penalty: 2748.047363
	Iteration 30Q: 3 clusters Score -220388.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -220388.953125 Penalty: 2748.047363
	Iteration 31Q: 3 clusters Score -220389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -220388.953125 Penalty: 2748.047363
	Iteration 32F: 3 clusters Score -220389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Entering Unmasked Estep 
Score: -383459.687500 Penalty: 1442.755737
	Iteration 0F: 2 clusters Score -383459.7 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 3566 members 
Entering Unmasked Estep 
Score: -378171.718750 Penalty: 2885.511475
	Iteration 0F: 3 clusters Score -378171.7 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -379739.187500 Penalty: 2885.511475
	Iteration 1F: 3 clusters Score -379739.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -379963.468750 Penalty: 2885.511475
	Iteration 2F: 3 clusters Score -379963.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -380162.093750 Penalty: 2885.511475
	Iteration 3F: 3 clusters Score -380162.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -380337.843750 Penalty: 2885.511475
	Iteration 4Q: 3 clusters Score -380337.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -380513.406250 Penalty: 2885.511475
	Iteration 5Q: 3 clusters Score -380513.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -380668.718750 Penalty: 2885.511475
	Iteration 6Q: 3 clusters Score -380668.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -380839.875000 Penalty: 2885.511475
	Iteration 7Q: 3 clusters Score -380839.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -381026.000000 Penalty: 2885.511475
	Iteration 8Q: 3 clusters Score -381026 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -381201.281250 Penalty: 2885.511475
	Iteration 9Q: 3 clusters Score -381201.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -381356.218750 Penalty: 2885.511475
	Iteration 10Q: 3 clusters Score -381356.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -381476.656250 Penalty: 2885.511475
	Iteration 11Q: 3 clusters Score -381476.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -381558.906250 Penalty: 2885.511475
	Iteration 12Q: 3 clusters Score -381558.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -381598.062500 Penalty: 2885.511475
	Iteration 13Q: 3 clusters Score -381598.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -381625.781250 Penalty: 2885.511475
	Iteration 14Q: 3 clusters Score -381625.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -381645.718750 Penalty: 2885.511475
	Iteration 15Q: 3 clusters Score -381645.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -381663.812500 Penalty: 2885.511475
	Iteration 16Q: 3 clusters Score -381663.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -381681.625000 Penalty: 2885.511475
	Iteration 17Q: 3 clusters Score -381681.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -381700.062500 Penalty: 2885.511475
	Iteration 18Q: 3 clusters Score -381700.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -381719.031250 Penalty: 2885.511475
	Iteration 19Q: 3 clusters Score -381719 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -381733.781250 Penalty: 2885.511475
	Iteration 20F: 3 clusters Score -381733.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -381746.937500 Penalty: 2885.511475
	Iteration 21Q: 3 clusters Score -381746.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -381759.031250 Penalty: 2885.511475
	Iteration 22Q: 3 clusters Score -381759 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -381766.000000 Penalty: 2885.511475
	Iteration 23Q: 3 clusters Score -381766 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -381772.750000 Penalty: 2885.511475
	Iteration 24Q: 3 clusters Score -381772.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -381780.093750 Penalty: 2885.511475
	Iteration 25Q: 3 clusters Score -381780.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -381789.375000 Penalty: 2885.511475
	Iteration 26Q: 3 clusters Score -381789.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -381796.781250 Penalty: 2885.511475
	Iteration 27Q: 3 clusters Score -381796.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -381807.250000 Penalty: 2885.511475
	Iteration 28Q: 3 clusters Score -381807.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -381819.156250 Penalty: 2885.511475
	Iteration 29Q: 3 clusters Score -381819.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -381832.281250 Penalty: 2885.511475
	Iteration 30Q: 3 clusters Score -381832.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -381845.875000 Penalty: 2885.511475
	Iteration 31Q: 3 clusters Score -381845.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -381862.687500 Penalty: 2885.511475
	Iteration 32Q: 3 clusters Score -381862.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -381883.437500 Penalty: 2885.511475
	Iteration 33Q: 3 clusters Score -381883.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -381903.656250 Penalty: 2885.511475
	Iteration 34Q: 3 clusters Score -381903.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -381917.687500 Penalty: 2885.511475
	Iteration 35Q: 3 clusters Score -381917.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -381935.500000 Penalty: 2885.511475
	Iteration 36Q: 3 clusters Score -381935.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -381950.312500 Penalty: 2885.511475
	Iteration 37Q: 3 clusters Score -381950.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -381965.000000 Penalty: 2885.511475
	Iteration 38Q: 3 clusters Score -381965 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -381977.656250 Penalty: 2885.511475
	Iteration 39Q: 3 clusters Score -381977.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -381989.250000 Penalty: 2885.511475
	Iteration 40F: 3 clusters Score -381989.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -382000.156250 Penalty: 2885.511475
	Iteration 41Q: 3 clusters Score -382000.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -382011.812500 Penalty: 2885.511475
	Iteration 42Q: 3 clusters Score -382011.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -382023.125000 Penalty: 2885.511475
	Iteration 43Q: 3 clusters Score -382023.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -382033.500000 Penalty: 2885.511475
	Iteration 44Q: 3 clusters Score -382033.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -382040.375000 Penalty: 2885.511475
	Iteration 45Q: 3 clusters Score -382040.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -382046.156250 Penalty: 2885.511475
	Iteration 46Q: 3 clusters Score -382046.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -382050.968750 Penalty: 2885.511475
	Iteration 47Q: 3 clusters Score -382051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -382057.031250 Penalty: 2885.511475
	Iteration 48Q: 3 clusters Score -382057 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -382065.437500 Penalty: 2885.511475
	Iteration 49Q: 3 clusters Score -382065.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -382071.625000 Penalty: 2885.511475
	Iteration 50Q: 3 clusters Score -382071.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -382077.312500 Penalty: 2885.511475
	Iteration 51Q: 3 clusters Score -382077.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -382080.625000 Penalty: 2885.511475
	Iteration 52Q: 3 clusters Score -382080.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -382087.750000 Penalty: 2885.511475
	Iteration 53Q: 3 clusters Score -382087.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -382093.687500 Penalty: 2885.511475
	Iteration 54Q: 3 clusters Score -382093.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -382102.968750 Penalty: 2885.511475
	Iteration 55Q: 3 clusters Score -382103 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -382108.500000 Penalty: 2885.511475
	Iteration 56Q: 3 clusters Score -382108.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -382113.750000 Penalty: 2885.511475
	Iteration 57Q: 3 clusters Score -382113.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -382120.437500 Penalty: 2885.511475
	Iteration 58Q: 3 clusters Score -382120.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -382123.093750 Penalty: 2885.511475
	Iteration 59Q: 3 clusters Score -382123.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -382126.125000 Penalty: 2885.511475
	Iteration 60F: 3 clusters Score -382126.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -382128.906250 Penalty: 2885.511475
	Iteration 61Q: 3 clusters Score -382128.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -382131.625000 Penalty: 2885.511475
	Iteration 62Q: 3 clusters Score -382131.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -382135.375000 Penalty: 2885.511475
	Iteration 63Q: 3 clusters Score -382135.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -382139.718750 Penalty: 2885.511475
	Iteration 64Q: 3 clusters Score -382139.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -382147.843750 Penalty: 2885.511475
	Iteration 65Q: 3 clusters Score -382147.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -382151.281250 Penalty: 2885.511475
	Iteration 66Q: 3 clusters Score -382151.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -382154.031250 Penalty: 2885.511475
	Iteration 67Q: 3 clusters Score -382154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -382157.093750 Penalty: 2885.511475
	Iteration 68Q: 3 clusters Score -382157.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -382159.468750 Penalty: 2885.511475
	Iteration 69Q: 3 clusters Score -382159.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -382161.625000 Penalty: 2885.511475
	Iteration 70Q: 3 clusters Score -382161.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -382163.875000 Penalty: 2885.511475
	Iteration 71Q: 3 clusters Score -382163.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -382163.781250 Penalty: 2885.511475
	Iteration 72Q: 3 clusters Score -382163.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -382164.781250 Penalty: 2885.511475
	Iteration 73Q: 3 clusters Score -382164.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -382164.781250 Penalty: 2885.511475
	Iteration 74F: 3 clusters Score -382164.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Entering Unmasked Estep 
Score: -87978.132812 Penalty: 1231.115845
	Iteration 0F: 2 clusters Score -87978.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -85906.132812 Penalty: 2462.231689
	Iteration 0F: 3 clusters Score -85906.13 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -86342.320312 Penalty: 2462.231689
	Iteration 1F: 3 clusters Score -86342.32 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -86457.507812 Penalty: 2462.231689
	Iteration 2F: 3 clusters Score -86457.51 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -86524.585938 Penalty: 2462.231689
	Iteration 3F: 3 clusters Score -86524.59 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -86575.320312 Penalty: 2462.231689
	Iteration 4Q: 3 clusters Score -86575.32 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -86607.007812 Penalty: 2462.231689
	Iteration 5Q: 3 clusters Score -86607.01 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -86631.929688 Penalty: 2462.231689
	Iteration 6Q: 3 clusters Score -86631.93 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -86651.320312 Penalty: 2462.231689
	Iteration 7Q: 3 clusters Score -86651.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -86662.585938 Penalty: 2462.231689
	Iteration 8Q: 3 clusters Score -86662.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -86673.007812 Penalty: 2462.231689
	Iteration 9Q: 3 clusters Score -86673.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -86679.375000 Penalty: 2462.231689
	Iteration 10Q: 3 clusters Score -86679.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -86685.109375 Penalty: 2462.231689
	Iteration 11Q: 3 clusters Score -86685.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -86690.476562 Penalty: 2462.231689
	Iteration 12Q: 3 clusters Score -86690.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -86697.250000 Penalty: 2462.231689
	Iteration 13Q: 3 clusters Score -86697.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -86700.687500 Penalty: 2462.231689
	Iteration 14Q: 3 clusters Score -86700.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -86702.351562 Penalty: 2462.231689
	Iteration 15Q: 3 clusters Score -86702.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -86702.781250 Penalty: 2462.231689
	Iteration 16Q: 3 clusters Score -86702.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -86702.781250 Penalty: 2462.231689
	Iteration 17F: 3 clusters Score -86702.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (151841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151841 members 
Entering Unmasked Estep 
Score: -8047508.000000 Penalty: 1938.720825
	Iteration 0F: 2 clusters Score -8047508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75678 members 
Mstep: Class 2 contains 76163 members 
Entering Unmasked Estep 
Score: -7945641.000000 Penalty: 3877.441650
	Iteration 0F: 3 clusters Score -7945641 nChanged 73182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71546 members 
Mstep: Class 2 contains 80295 members 
Entering Unmasked Estep 
Score: -7989641.000000 Penalty: 3877.441650
	Iteration 1F: 3 clusters Score -7989641 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68498 members 
Mstep: Class 2 contains 83343 members 
Entering Unmasked Estep 
Score: -7991678.500000 Penalty: 3877.441650
	Iteration 2Q: 3 clusters Score -7991678 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63921 members 
Mstep: Class 2 contains 87920 members 
Entering Unmasked Estep 
Score: -7994831.000000 Penalty: 3877.441650
	Iteration 3Q: 3 clusters Score -7994831 nChanged 8484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57601 members 
Mstep: Class 2 contains 94240 members 
Entering Unmasked Estep 
Score: -7999982.500000 Penalty: 3877.441650
	Iteration 4F: 3 clusters Score -7999982 nChanged 9918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49581 members 
Mstep: Class 2 contains 102260 members 
Entering Unmasked Estep 
Score: -8006949.500000 Penalty: 3877.441650
	Iteration 5F: 3 clusters Score -8006950 nChanged 10355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 110917 members 
Entering Unmasked Estep 
Score: -8015098.000000 Penalty: 3877.441650
	Iteration 6F: 3 clusters Score -8015098 nChanged 9461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 118938 members 
Entering Unmasked Estep 
Score: -8023032.500000 Penalty: 3877.441650
	Iteration 7F: 3 clusters Score -8023032 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 125251 members 
Entering Unmasked Estep 
Score: -8029041.500000 Penalty: 3877.441650
	Iteration 8Q: 3 clusters Score -8029042 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 129934 members 
Entering Unmasked Estep 
Score: -8032842.000000 Penalty: 3877.441650
	Iteration 9Q: 3 clusters Score -8032842 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 133709 members 
Entering Unmasked Estep 
Score: -8035489.500000 Penalty: 3877.441650
	Iteration 10Q: 3 clusters Score -8035490 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 136867 members 
Entering Unmasked Estep 
Score: -8037594.500000 Penalty: 3877.441650
	Iteration 11Q: 3 clusters Score -8037594 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 139568 members 
Entering Unmasked Estep 
Score: -8039219.000000 Penalty: 3877.441650
	Iteration 12Q: 3 clusters Score -8039219 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 141934 members 
Entering Unmasked Estep 
Score: -8040788.500000 Penalty: 3877.441650
	Iteration 13Q: 3 clusters Score -8040788 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 143853 members 
Entering Unmasked Estep 
Score: -8042082.500000 Penalty: 3877.441650
	Iteration 14Q: 3 clusters Score -8042082 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 145361 members 
Entering Unmasked Estep 
Score: -8043023.500000 Penalty: 3877.441650
	Iteration 15Q: 3 clusters Score -8043024 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 146519 members 
Entering Unmasked Estep 
Score: -8043737.000000 Penalty: 3877.441650
	Iteration 16Q: 3 clusters Score -8043737 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 147428 members 
Entering Unmasked Estep 
Score: -8044282.500000 Penalty: 3877.441650
	Iteration 17Q: 3 clusters Score -8044282 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 148125 members 
Entering Unmasked Estep 
Score: -8044682.000000 Penalty: 3877.441650
	Iteration 18Q: 3 clusters Score -8044682 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 148649 members 
Entering Unmasked Estep 
Score: -8045023.000000 Penalty: 3877.441650
	Iteration 19Q: 3 clusters Score -8045023 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 149080 members 
Entering Unmasked Estep 
Score: -8045293.000000 Penalty: 3877.441650
	Iteration 20F: 3 clusters Score -8045293 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 149389 members 
Entering Unmasked Estep 
Score: -8045463.000000 Penalty: 3877.441650
	Iteration 21Q: 3 clusters Score -8045463 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 149652 members 
Entering Unmasked Estep 
Score: -8045608.000000 Penalty: 3877.441650
	Iteration 22Q: 3 clusters Score -8045608 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 149861 members 
Entering Unmasked Estep 
Score: -8045725.000000 Penalty: 3877.441650
	Iteration 23Q: 3 clusters Score -8045725 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 150015 members 
Entering Unmasked Estep 
Score: -8045790.500000 Penalty: 3877.441650
	Iteration 24Q: 3 clusters Score -8045790 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 150137 members 
Entering Unmasked Estep 
Score: -8045862.000000 Penalty: 3877.441650
	Iteration 25Q: 3 clusters Score -8045862 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 150217 members 
Entering Unmasked Estep 
Score: -8045919.000000 Penalty: 3877.441650
	Iteration 26Q: 3 clusters Score -8045919 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 150278 members 
Entering Unmasked Estep 
Score: -8045927.000000 Penalty: 3877.441650
	Iteration 27Q: 3 clusters Score -8045927 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 150329 members 
Entering Unmasked Estep 
Score: -8045938.500000 Penalty: 3877.441650
	Iteration 28Q: 3 clusters Score -8045938 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 150365 members 
Entering Unmasked Estep 
Score: -8045965.500000 Penalty: 3877.441650
	Iteration 29Q: 3 clusters Score -8045966 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 150402 members 
Entering Unmasked Estep 
Score: -8045974.000000 Penalty: 3877.441650
	Iteration 30Q: 3 clusters Score -8045974 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 150425 members 
Entering Unmasked Estep 
Score: -8045974.000000 Penalty: 3877.441650
	Iteration 31Q: 3 clusters Score -8045974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 150437 members 
Entering Unmasked Estep 
Score: -8045974.500000 Penalty: 3877.441650
	Iteration 32Q: 3 clusters Score -8045974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 150455 members 
Entering Unmasked Estep 
Score: -8045978.500000 Penalty: 3877.441650
	Iteration 33Q: 3 clusters Score -8045978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 150472 members 
Entering Unmasked Estep 
Score: -8045974.000000 Penalty: 3877.441650
	Iteration 34Q: 3 clusters Score -8045974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 150484 members 
Entering Unmasked Estep 
Score: -8045984.000000 Penalty: 3877.441650
	Iteration 35Q: 3 clusters Score -8045984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 150493 members 
Entering Unmasked Estep 
Score: -8045996.000000 Penalty: 3877.441650
	Iteration 36Q: 3 clusters Score -8045996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 150509 members 
Entering Unmasked Estep 
Score: -8046008.500000 Penalty: 3877.441650
	Iteration 37Q: 3 clusters Score -8046008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 150522 members 
Entering Unmasked Estep 
Score: -8046015.500000 Penalty: 3877.441650
	Iteration 38Q: 3 clusters Score -8046016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 150537 members 
Entering Unmasked Estep 
Score: -8046015.500000 Penalty: 3877.441650
	Iteration 39Q: 3 clusters Score -8046016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 150545 members 
Entering Unmasked Estep 
Score: -8046019.000000 Penalty: 3877.441650
	Iteration 40F: 3 clusters Score -8046019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 150550 members 
Entering Unmasked Estep 
Score: -8046020.000000 Penalty: 3877.441650
	Iteration 41Q: 3 clusters Score -8046020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 150559 members 
Entering Unmasked Estep 
Score: -8046028.000000 Penalty: 3877.441650
	Iteration 42Q: 3 clusters Score -8046028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 150564 members 
Entering Unmasked Estep 
Score: -8046028.000000 Penalty: 3877.441650
	Iteration 43Q: 3 clusters Score -8046028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 150568 members 
Entering Unmasked Estep 
Score: -8046034.000000 Penalty: 3877.441650
	Iteration 44Q: 3 clusters Score -8046034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 150571 members 
Entering Unmasked Estep 
Score: -8046033.000000 Penalty: 3877.441650
	Iteration 45Q: 3 clusters Score -8046033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 150579 members 
Entering Unmasked Estep 
Score: -8046036.500000 Penalty: 3877.441650
	Iteration 46Q: 3 clusters Score -8046036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 150587 members 
Entering Unmasked Estep 
Score: -8046037.000000 Penalty: 3877.441650
	Iteration 47Q: 3 clusters Score -8046037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 150594 members 
Entering Unmasked Estep 
Score: -8046035.500000 Penalty: 3877.441650
	Iteration 48Q: 3 clusters Score -8046036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 150600 members 
Entering Unmasked Estep 
Score: -8046033.500000 Penalty: 3877.441650
	Iteration 49Q: 3 clusters Score -8046034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 150602 members 
Entering Unmasked Estep 
Score: -8046032.500000 Penalty: 3877.441650
	Iteration 50Q: 3 clusters Score -8046032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 150604 members 
Entering Unmasked Estep 
Score: -8046035.000000 Penalty: 3877.441650
	Iteration 51Q: 3 clusters Score -8046035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 150605 members 
Entering Unmasked Estep 
Score: -8046037.500000 Penalty: 3877.441650
	Iteration 52Q: 3 clusters Score -8046038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 150606 members 
Entering Unmasked Estep 
Score: -8046034.000000 Penalty: 3877.441650
	Iteration 53Q: 3 clusters Score -8046034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 150605 members 
Entering Unmasked Estep 
Score: -8046030.000000 Penalty: 3877.441650
	Iteration 54Q: 3 clusters Score -8046030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 150605 members 
Entering Unmasked Estep 
Score: -8046030.000000 Penalty: 3877.441650
	Iteration 55F: 3 clusters Score -8046030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Entering Unmasked Estep 
Score: -1539068.125000 Penalty: 1669.213257
	Iteration 0F: 2 clusters Score -1539068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -1519658.625000 Penalty: 3338.426514
	Iteration 0F: 3 clusters Score -1519659 nChanged 13154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -1526886.250000 Penalty: 3338.426514
	Iteration 1F: 3 clusters Score -1526886 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -1527274.625000 Penalty: 3338.426514
	Iteration 2Q: 3 clusters Score -1527275 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -1527638.875000 Penalty: 3338.426514
	Iteration 3Q: 3 clusters Score -1527639 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -1528026.125000 Penalty: 3338.426514
	Iteration 4Q: 3 clusters Score -1528026 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -1528470.750000 Penalty: 3338.426514
	Iteration 5Q: 3 clusters Score -1528471 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -1528967.250000 Penalty: 3338.426514
	Iteration 6Q: 3 clusters Score -1528967 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -1529613.000000 Penalty: 3338.426514
	Iteration 7Q: 3 clusters Score -1529613 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -1530552.500000 Penalty: 3338.426514
	Iteration 8F: 3 clusters Score -1530552 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -1531750.750000 Penalty: 3338.426514
	Iteration 9F: 3 clusters Score -1531751 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -1533172.000000 Penalty: 3338.426514
	Iteration 10F: 3 clusters Score -1533172 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -1534367.625000 Penalty: 3338.426514
	Iteration 11F: 3 clusters Score -1534368 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -1535151.000000 Penalty: 3338.426514
	Iteration 12Q: 3 clusters Score -1535151 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -1535639.125000 Penalty: 3338.426514
	Iteration 13Q: 3 clusters Score -1535639 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -1536011.375000 Penalty: 3338.426514
	Iteration 14Q: 3 clusters Score -1536011 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -1536321.375000 Penalty: 3338.426514
	Iteration 15Q: 3 clusters Score -1536321 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -1536558.750000 Penalty: 3338.426514
	Iteration 16Q: 3 clusters Score -1536559 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -1536770.375000 Penalty: 3338.426514
	Iteration 17Q: 3 clusters Score -1536770 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -1536954.500000 Penalty: 3338.426514
	Iteration 18Q: 3 clusters Score -1536954 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -1537099.250000 Penalty: 3338.426514
	Iteration 19Q: 3 clusters Score -1537099 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -1537209.625000 Penalty: 3338.426514
	Iteration 20F: 3 clusters Score -1537210 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -1537324.625000 Penalty: 3338.426514
	Iteration 21Q: 3 clusters Score -1537325 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -1537414.000000 Penalty: 3338.426514
	Iteration 22Q: 3 clusters Score -1537414 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -1537477.000000 Penalty: 3338.426514
	Iteration 23Q: 3 clusters Score -1537477 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -1537527.750000 Penalty: 3338.426514
	Iteration 24Q: 3 clusters Score -1537528 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -1537568.875000 Penalty: 3338.426514
	Iteration 25Q: 3 clusters Score -1537569 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -1537611.250000 Penalty: 3338.426514
	Iteration 26Q: 3 clusters Score -1537611 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -1537644.250000 Penalty: 3338.426514
	Iteration 27Q: 3 clusters Score -1537644 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -1537659.000000 Penalty: 3338.426514
	Iteration 28Q: 3 clusters Score -1537659 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -1537676.500000 Penalty: 3338.426514
	Iteration 29Q: 3 clusters Score -1537676 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -1537693.000000 Penalty: 3338.426514
	Iteration 30Q: 3 clusters Score -1537693 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -1537698.250000 Penalty: 3338.426514
	Iteration 31Q: 3 clusters Score -1537698 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -1537713.375000 Penalty: 3338.426514
	Iteration 32Q: 3 clusters Score -1537713 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -1537726.500000 Penalty: 3338.426514
	Iteration 33Q: 3 clusters Score -1537726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -1537735.750000 Penalty: 3338.426514
	Iteration 34Q: 3 clusters Score -1537736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -1537740.250000 Penalty: 3338.426514
	Iteration 35Q: 3 clusters Score -1537740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -1537745.750000 Penalty: 3338.426514
	Iteration 36Q: 3 clusters Score -1537746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -1537749.125000 Penalty: 3338.426514
	Iteration 37Q: 3 clusters Score -1537749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -1537749.500000 Penalty: 3338.426514
	Iteration 38Q: 3 clusters Score -1537750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -1537754.750000 Penalty: 3338.426514
	Iteration 39Q: 3 clusters Score -1537755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -1537753.875000 Penalty: 3338.426514
	Iteration 40F: 3 clusters Score -1537754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -1537753.875000 Penalty: 3338.426514
	Iteration 41Q: 3 clusters Score -1537754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -1537752.375000 Penalty: 3338.426514
	Iteration 42Q: 3 clusters Score -1537752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -1537752.500000 Penalty: 3338.426514
	Iteration 43Q: 3 clusters Score -1537752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -1537754.250000 Penalty: 3338.426514
	Iteration 44Q: 3 clusters Score -1537754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -1537754.500000 Penalty: 3338.426514
	Iteration 45Q: 3 clusters Score -1537754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -1537755.125000 Penalty: 3338.426514
	Iteration 46Q: 3 clusters Score -1537755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -1537755.125000 Penalty: 3338.426514
	Iteration 47F: 3 clusters Score -1537755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Entering Unmasked Estep 
Score: -122628.859375 Penalty: 1284.933594
	Iteration 0F: 2 clusters Score -122628.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -120127.109375 Penalty: 2569.867188
	Iteration 0F: 3 clusters Score -120127.1 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -120726.000000 Penalty: 2569.867188
	Iteration 1F: 3 clusters Score -120726 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -120920.476562 Penalty: 2569.867188
	Iteration 2F: 3 clusters Score -120920.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -121104.968750 Penalty: 2569.867188
	Iteration 3F: 3 clusters Score -121105 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -121331.726562 Penalty: 2569.867188
	Iteration 4F: 3 clusters Score -121331.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -121596.781250 Penalty: 2569.867188
	Iteration 5F: 3 clusters Score -121596.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -121822.945312 Penalty: 2569.867188
	Iteration 6F: 3 clusters Score -121822.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -121969.960938 Penalty: 2569.867188
	Iteration 7F: 3 clusters Score -121970 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -122056.195312 Penalty: 2569.867188
	Iteration 8Q: 3 clusters Score -122056.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -122102.929688 Penalty: 2569.867188
	Iteration 9Q: 3 clusters Score -122102.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -122133.710938 Penalty: 2569.867188
	Iteration 10Q: 3 clusters Score -122133.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -122154.054688 Penalty: 2569.867188
	Iteration 11Q: 3 clusters Score -122154.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -122165.101562 Penalty: 2569.867188
	Iteration 12Q: 3 clusters Score -122165.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -122170.085938 Penalty: 2569.867188
	Iteration 13Q: 3 clusters Score -122170.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -122172.375000 Penalty: 2569.867188
	Iteration 14Q: 3 clusters Score -122172.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -122174.437500 Penalty: 2569.867188
	Iteration 15Q: 3 clusters Score -122174.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -122175.070312 Penalty: 2569.867188
	Iteration 16Q: 3 clusters Score -122175.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -122175.070312 Penalty: 2569.867188
	Iteration 17F: 3 clusters Score -122175.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (195983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195983 members 
Entering Unmasked Estep 
Score: -9869165.000000 Penalty: 1980.189819
	Iteration 0F: 2 clusters Score -9869165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97956 members 
Mstep: Class 2 contains 98027 members 
Entering Unmasked Estep 
Score: -9737245.000000 Penalty: 3960.379639
	Iteration 0F: 3 clusters Score -9737245 nChanged 95082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96634 members 
Mstep: Class 2 contains 99349 members 
Entering Unmasked Estep 
Score: -9793239.000000 Penalty: 3960.379639
	Iteration 1F: 3 clusters Score -9793239 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95688 members 
Mstep: Class 2 contains 100295 members 
Entering Unmasked Estep 
Score: -9793930.000000 Penalty: 3960.379639
	Iteration 2Q: 3 clusters Score -9793930 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94239 members 
Mstep: Class 2 contains 101744 members 
Entering Unmasked Estep 
Score: -9794965.000000 Penalty: 3960.379639
	Iteration 3Q: 3 clusters Score -9794965 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91953 members 
Mstep: Class 2 contains 104030 members 
Entering Unmasked Estep 
Score: -9796303.000000 Penalty: 3960.379639
	Iteration 4Q: 3 clusters Score -9796303 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88394 members 
Mstep: Class 2 contains 107589 members 
Entering Unmasked Estep 
Score: -9798470.000000 Penalty: 3960.379639
	Iteration 5Q: 3 clusters Score -9798470 nChanged 8574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83078 members 
Mstep: Class 2 contains 112905 members 
Entering Unmasked Estep 
Score: -9802169.000000 Penalty: 3960.379639
	Iteration 6Q: 3 clusters Score -9802169 nChanged 10803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75387 members 
Mstep: Class 2 contains 120596 members 
Entering Unmasked Estep 
Score: -9808114.000000 Penalty: 3960.379639
	Iteration 7F: 3 clusters Score -9808114 nChanged 12722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65427 members 
Mstep: Class 2 contains 130556 members 
Entering Unmasked Estep 
Score: -9816773.000000 Penalty: 3960.379639
	Iteration 8F: 3 clusters Score -9816773 nChanged 13530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54105 members 
Mstep: Class 2 contains 141878 members 
Entering Unmasked Estep 
Score: -9827640.000000 Penalty: 3960.379639
	Iteration 9F: 3 clusters Score -9827640 nChanged 12543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43336 members 
Mstep: Class 2 contains 152647 members 
Entering Unmasked Estep 
Score: -9838727.000000 Penalty: 3960.379639
	Iteration 10F: 3 clusters Score -9838727 nChanged 9942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 161205 members 
Entering Unmasked Estep 
Score: -9847083.000000 Penalty: 3960.379639
	Iteration 11F: 3 clusters Score -9847083 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 167526 members 
Entering Unmasked Estep 
Score: -9852412.000000 Penalty: 3960.379639
	Iteration 12Q: 3 clusters Score -9852412 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 172392 members 
Entering Unmasked Estep 
Score: -9855922.000000 Penalty: 3960.379639
	Iteration 13Q: 3 clusters Score -9855922 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 176614 members 
Entering Unmasked Estep 
Score: -9858778.000000 Penalty: 3960.379639
	Iteration 14Q: 3 clusters Score -9858778 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 180250 members 
Entering Unmasked Estep 
Score: -9861205.000000 Penalty: 3960.379639
	Iteration 15Q: 3 clusters Score -9861205 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 183307 members 
Entering Unmasked Estep 
Score: -9863379.000000 Penalty: 3960.379639
	Iteration 16Q: 3 clusters Score -9863379 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 185800 members 
Entering Unmasked Estep 
Score: -9865116.000000 Penalty: 3960.379639
	Iteration 17Q: 3 clusters Score -9865116 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 187700 members 
Entering Unmasked Estep 
Score: -9866575.000000 Penalty: 3960.379639
	Iteration 18Q: 3 clusters Score -9866575 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 189088 members 
Entering Unmasked Estep 
Score: -9867533.000000 Penalty: 3960.379639
	Iteration 19Q: 3 clusters Score -9867533 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 190072 members 
Entering Unmasked Estep 
Score: -9868179.000000 Penalty: 3960.379639
	Iteration 20F: 3 clusters Score -9868179 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 190760 members 
Entering Unmasked Estep 
Score: -9868565.000000 Penalty: 3960.379639
	Iteration 21Q: 3 clusters Score -9868565 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 191254 members 
Entering Unmasked Estep 
Score: -9868745.000000 Penalty: 3960.379639
	Iteration 22Q: 3 clusters Score -9868745 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 191613 members 
Entering Unmasked Estep 
Score: -9868943.000000 Penalty: 3960.379639
	Iteration 23Q: 3 clusters Score -9868943 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 191879 members 
Entering Unmasked Estep 
Score: -9869012.000000 Penalty: 3960.379639
	Iteration 24Q: 3 clusters Score -9869012 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 192082 members 
Entering Unmasked Estep 
Score: -9869092.000000 Penalty: 3960.379639
	Iteration 25Q: 3 clusters Score -9869092 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 192213 members 
Entering Unmasked Estep 
Score: -9869097.000000 Penalty: 3960.379639
	Iteration 26Q: 3 clusters Score -9869097 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 192314 members 
Entering Unmasked Estep 
Score: -9869126.000000 Penalty: 3960.379639
	Iteration 27Q: 3 clusters Score -9869126 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 192392 members 
Entering Unmasked Estep 
Score: -9869142.000000 Penalty: 3960.379639
	Iteration 28Q: 3 clusters Score -9869142 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 192469 members 
Entering Unmasked Estep 
Score: -9869156.000000 Penalty: 3960.379639
	Iteration 29Q: 3 clusters Score -9869156 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 192526 members 
Entering Unmasked Estep 
Score: -9869177.000000 Penalty: 3960.379639
	Iteration 30Q: 3 clusters Score -9869177 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 192577 members 
Entering Unmasked Estep 
Score: -9869184.000000 Penalty: 3960.379639
	Iteration 31Q: 3 clusters Score -9869184 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 192610 members 
Entering Unmasked Estep 
Score: -9869161.000000 Penalty: 3960.379639
	Iteration 32Q: 3 clusters Score -9869161 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 192643 members 
Entering Unmasked Estep 
Score: -9869164.000000 Penalty: 3960.379639
	Iteration 33Q: 3 clusters Score -9869164 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 192663 members 
Entering Unmasked Estep 
Score: -9869155.000000 Penalty: 3960.379639
	Iteration 34Q: 3 clusters Score -9869155 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 192687 members 
Entering Unmasked Estep 
Score: -9869162.000000 Penalty: 3960.379639
	Iteration 35Q: 3 clusters Score -9869162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 192708 members 
Entering Unmasked Estep 
Score: -9869168.000000 Penalty: 3960.379639
	Iteration 36Q: 3 clusters Score -9869168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 192723 members 
Entering Unmasked Estep 
Score: -9869158.000000 Penalty: 3960.379639
	Iteration 37Q: 3 clusters Score -9869158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 192731 members 
Entering Unmasked Estep 
Score: -9869164.000000 Penalty: 3960.379639
	Iteration 38Q: 3 clusters Score -9869164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 192737 members 
Entering Unmasked Estep 
Score: -9869162.000000 Penalty: 3960.379639
	Iteration 39Q: 3 clusters Score -9869162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 192742 members 
Entering Unmasked Estep 
Score: -9869155.000000 Penalty: 3960.379639
	Iteration 40F: 3 clusters Score -9869155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 192747 members 
Entering Unmasked Estep 
Score: -9869160.000000 Penalty: 3960.379639
	Iteration 41Q: 3 clusters Score -9869160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 192752 members 
Entering Unmasked Estep 
Score: -9869159.000000 Penalty: 3960.379639
	Iteration 42Q: 3 clusters Score -9869159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 192755 members 
Entering Unmasked Estep 
Score: -9869160.000000 Penalty: 3960.379639
	Iteration 43Q: 3 clusters Score -9869160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 192760 members 
Entering Unmasked Estep 
Score: -9869167.000000 Penalty: 3960.379639
	Iteration 44Q: 3 clusters Score -9869167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 192766 members 
Entering Unmasked Estep 
Score: -9869171.000000 Penalty: 3960.379639
	Iteration 45Q: 3 clusters Score -9869171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 192776 members 
Entering Unmasked Estep 
Score: -9869165.000000 Penalty: 3960.379639
	Iteration 46Q: 3 clusters Score -9869165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 192782 members 
Entering Unmasked Estep 
Score: -9869154.000000 Penalty: 3960.379639
	Iteration 47Q: 3 clusters Score -9869154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 192788 members 
Entering Unmasked Estep 
Score: -9869171.000000 Penalty: 3960.379639
	Iteration 48Q: 3 clusters Score -9869171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 192790 members 
Entering Unmasked Estep 
Score: -9869170.000000 Penalty: 3960.379639
	Iteration 49Q: 3 clusters Score -9869170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 192790 members 
Entering Unmasked Estep 
Score: -9869170.000000 Penalty: 3960.379639
	Iteration 50F: 3 clusters Score -9869170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 192790 members 
Mstep: Class 4 contains 9226 members 
Mstep: Class 7 contains 33701 members 
Mstep: Class 8 contains 11633 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45976 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151841 members 
Mstep: Class 19 contains 28914 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 3193 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
Score: -29090252.000000 Penalty: 34534.289062
Splitting cluster 21 changes total score from -29090384.000000 to -29090252.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (9713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Entering Unmasked Estep 
Score: -497520.375000 Penalty: 1491.948242
	Iteration 0F: 2 clusters Score -497520.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -490533.250000 Penalty: 2983.896484
	Iteration 0F: 3 clusters Score -490533.2 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -492848.937500 Penalty: 2983.896484
	Iteration 1F: 3 clusters Score -492848.9 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -493135.718750 Penalty: 2983.896484
	Iteration 2F: 3 clusters Score -493135.7 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -493474.906250 Penalty: 2983.896484
	Iteration 3F: 3 clusters Score -493474.9 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -493876.562500 Penalty: 2983.896484
	Iteration 4F: 3 clusters Score -493876.6 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -494318.218750 Penalty: 2983.896484
	Iteration 5F: 3 clusters Score -494318.2 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -494793.343750 Penalty: 2983.896484
	Iteration 6F: 3 clusters Score -494793.3 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -495257.812500 Penalty: 2983.896484
	Iteration 7F: 3 clusters Score -495257.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -495659.687500 Penalty: 2983.896484
	Iteration 8F: 3 clusters Score -495659.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -495941.031250 Penalty: 2983.896484
	Iteration 9Q: 3 clusters Score -495941 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -496140.875000 Penalty: 2983.896484
	Iteration 10Q: 3 clusters Score -496140.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -496259.406250 Penalty: 2983.896484
	Iteration 11Q: 3 clusters Score -496259.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -496347.687500 Penalty: 2983.896484
	Iteration 12Q: 3 clusters Score -496347.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -496408.625000 Penalty: 2983.896484
	Iteration 13Q: 3 clusters Score -496408.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -496454.218750 Penalty: 2983.896484
	Iteration 14Q: 3 clusters Score -496454.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -496474.031250 Penalty: 2983.896484
	Iteration 15Q: 3 clusters Score -496474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -496490.531250 Penalty: 2983.896484
	Iteration 16Q: 3 clusters Score -496490.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -496498.437500 Penalty: 2983.896484
	Iteration 17Q: 3 clusters Score -496498.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -496508.031250 Penalty: 2983.896484
	Iteration 18Q: 3 clusters Score -496508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -496515.750000 Penalty: 2983.896484
	Iteration 19Q: 3 clusters Score -496515.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -496519.750000 Penalty: 2983.896484
	Iteration 20F: 3 clusters Score -496519.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -496524.343750 Penalty: 2983.896484
	Iteration 21Q: 3 clusters Score -496524.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -496529.875000 Penalty: 2983.896484
	Iteration 22Q: 3 clusters Score -496529.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -496533.906250 Penalty: 2983.896484
	Iteration 23Q: 3 clusters Score -496533.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -496535.625000 Penalty: 2983.896484
	Iteration 24Q: 3 clusters Score -496535.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -496537.187500 Penalty: 2983.896484
	Iteration 25Q: 3 clusters Score -496537.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -496537.562500 Penalty: 2983.896484
	Iteration 26Q: 3 clusters Score -496537.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -496537.875000 Penalty: 2983.896484
	Iteration 27Q: 3 clusters Score -496537.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -496539.093750 Penalty: 2983.896484
	Iteration 28Q: 3 clusters Score -496539.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -496539.093750 Penalty: 2983.896484
	Iteration 29F: 3 clusters Score -496539.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 4 contains 9226 members 
Mstep: Class 7 contains 33701 members 
Mstep: Class 8 contains 11633 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45976 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151841 members 
Mstep: Class 19 contains 28914 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195983 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090390.000000 Penalty: 32375.896484
Iteration 319Q: 16 clusters Score -2.909039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 4 contains 9226 members 
Mstep: Class 7 contains 33700 members 
Mstep: Class 8 contains 11633 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45976 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151841 members 
Mstep: Class 19 contains 28914 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195984 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090394.000000 Penalty: 32375.896484
Iteration 320F: 16 clusters Score -2.909039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 4 contains 9225 members 
Mstep: Class 7 contains 33700 members 
Mstep: Class 8 contains 11633 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45974 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151840 members 
Mstep: Class 19 contains 28914 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195988 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090398.000000 Penalty: 32375.896484
Iteration 321Q: 16 clusters Score -2.90904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 4 contains 9224 members 
Mstep: Class 7 contains 33700 members 
Mstep: Class 8 contains 11633 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45973 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151840 members 
Mstep: Class 19 contains 28914 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195990 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090394.000000 Penalty: 32375.896484
Iteration 322Q: 16 clusters Score -2.909039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 4 contains 9223 members 
Mstep: Class 7 contains 33700 members 
Mstep: Class 8 contains 11633 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45973 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151840 members 
Mstep: Class 19 contains 28914 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195991 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090392.000000 Penalty: 32375.896484
Iteration 323Q: 16 clusters Score -2.909039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 4 contains 9223 members 
Mstep: Class 7 contains 33700 members 
Mstep: Class 8 contains 11633 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45972 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151840 members 
Mstep: Class 19 contains 28914 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195992 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090402.000000 Penalty: 32375.896484
Iteration 324Q: 16 clusters Score -2.90904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 4 contains 9223 members 
Mstep: Class 7 contains 33700 members 
Mstep: Class 8 contains 11633 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45970 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151841 members 
Mstep: Class 19 contains 28914 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195993 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090408.000000 Penalty: 32375.896484
Iteration 325Q: 16 clusters Score -2.909041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 4 contains 9223 members 
Mstep: Class 7 contains 33700 members 
Mstep: Class 8 contains 11633 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45968 members 
Mstep: Class 14 contains 4700 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151842 members 
Mstep: Class 19 contains 28914 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195995 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090398.000000 Penalty: 32375.896484
Iteration 326Q: 16 clusters Score -2.90904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 4 contains 9223 members 
Mstep: Class 7 contains 33700 members 
Mstep: Class 8 contains 11633 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45967 members 
Mstep: Class 14 contains 4700 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151842 members 
Mstep: Class 19 contains 28914 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195996 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090400.000000 Penalty: 32375.896484
Iteration 327Q: 16 clusters Score -2.90904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 4 contains 9223 members 
Mstep: Class 7 contains 33700 members 
Mstep: Class 8 contains 11633 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45966 members 
Mstep: Class 14 contains 4700 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151842 members 
Mstep: Class 19 contains 28914 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195997 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090404.000000 Penalty: 32375.896484
Iteration 328Q: 16 clusters Score -2.90904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 4 contains 9223 members 
Mstep: Class 7 contains 33700 members 
Mstep: Class 8 contains 11633 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45965 members 
Mstep: Class 14 contains 4700 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151842 members 
Mstep: Class 19 contains 28914 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195998 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090400.000000 Penalty: 32375.896484
Iteration 329Q: 16 clusters Score -2.90904e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 4 contains 9223 members 
Mstep: Class 7 contains 33700 members 
Mstep: Class 8 contains 11633 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45965 members 
Mstep: Class 14 contains 4700 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151842 members 
Mstep: Class 19 contains 28914 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 195998 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29090400.000000 Penalty: 32375.896484
Iteration 330F: 16 clusters Score -2.90904e+07 nChanged 0
Entering ConstructFrom: 
Score: -29090400.000000 Penalty: 32375.896484
Entering ConstructFrom: 
Trying to split cluster 1 (40544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Entering Unmasked Estep 
Score: -2058364.375000 Penalty: 1724.148193
	Iteration 0F: 2 clusters Score -2058364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -2031112.625000 Penalty: 3448.296387
	Iteration 0F: 3 clusters Score -2031113 nChanged 19000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -2042256.125000 Penalty: 3448.296387
	Iteration 1F: 3 clusters Score -2042256 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -2042952.500000 Penalty: 3448.296387
	Iteration 2Q: 3 clusters Score -2042952 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -2043885.500000 Penalty: 3448.296387
	Iteration 3F: 3 clusters Score -2043886 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -2045104.625000 Penalty: 3448.296387
	Iteration 4F: 3 clusters Score -2045105 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -2046777.375000 Penalty: 3448.296387
	Iteration 5F: 3 clusters Score -2046777 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -2048878.375000 Penalty: 3448.296387
	Iteration 6F: 3 clusters Score -2048878 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -2051109.250000 Penalty: 3448.296387
	Iteration 7F: 3 clusters Score -2051109 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -2053084.500000 Penalty: 3448.296387
	Iteration 8F: 3 clusters Score -2053084 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 36904 members 
Entering Unmasked Estep 
Score: -2054664.000000 Penalty: 3448.296387
	Iteration 9Q: 3 clusters Score -2054664 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -2055736.625000 Penalty: 3448.296387
	Iteration 10Q: 3 clusters Score -2055737 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -2056334.250000 Penalty: 3448.296387
	Iteration 11Q: 3 clusters Score -2056334 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 39504 members 
Entering Unmasked Estep 
Score: -2056627.250000 Penalty: 3448.296387
	Iteration 12Q: 3 clusters Score -2056627 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -2056759.500000 Penalty: 3448.296387
	Iteration 13Q: 3 clusters Score -2056760 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 39872 members 
Entering Unmasked Estep 
Score: -2056836.250000 Penalty: 3448.296387
	Iteration 14Q: 3 clusters Score -2056836 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -2056902.250000 Penalty: 3448.296387
	Iteration 15Q: 3 clusters Score -2056902 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -2056942.250000 Penalty: 3448.296387
	Iteration 16Q: 3 clusters Score -2056942 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -2056962.250000 Penalty: 3448.296387
	Iteration 17Q: 3 clusters Score -2056962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -2056975.000000 Penalty: 3448.296387
	Iteration 18Q: 3 clusters Score -2056975 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
Score: -2056987.500000 Penalty: 3448.296387
	Iteration 19Q: 3 clusters Score -2056988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -2057003.000000 Penalty: 3448.296387
	Iteration 20F: 3 clusters Score -2057003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -2057008.375000 Penalty: 3448.296387
	Iteration 21Q: 3 clusters Score -2057008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -2057010.500000 Penalty: 3448.296387
	Iteration 22Q: 3 clusters Score -2057010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -2057013.000000 Penalty: 3448.296387
	Iteration 23Q: 3 clusters Score -2057013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -2057018.250000 Penalty: 3448.296387
	Iteration 24Q: 3 clusters Score -2057018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -2057019.875000 Penalty: 3448.296387
	Iteration 25Q: 3 clusters Score -2057020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
Score: -2057023.375000 Penalty: 3448.296387
	Iteration 26Q: 3 clusters Score -2057023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -2057026.125000 Penalty: 3448.296387
	Iteration 27Q: 3 clusters Score -2057026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -2057025.250000 Penalty: 3448.296387
	Iteration 28Q: 3 clusters Score -2057025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -2057025.125000 Penalty: 3448.296387
	Iteration 29Q: 3 clusters Score -2057025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -2057032.000000 Penalty: 3448.296387
	Iteration 30Q: 3 clusters Score -2057032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -2057039.625000 Penalty: 3448.296387
	Iteration 31Q: 3 clusters Score -2057040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
Score: -2057045.750000 Penalty: 3448.296387
	Iteration 32Q: 3 clusters Score -2057046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -2057047.000000 Penalty: 3448.296387
	Iteration 33Q: 3 clusters Score -2057047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -2057048.625000 Penalty: 3448.296387
	Iteration 34Q: 3 clusters Score -2057049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -2057049.875000 Penalty: 3448.296387
	Iteration 35Q: 3 clusters Score -2057050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -2057050.750000 Penalty: 3448.296387
	Iteration 36Q: 3 clusters Score -2057051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -2057050.750000 Penalty: 3448.296387
	Iteration 37F: 3 clusters Score -2057051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Entering Unmasked Estep 
Score: -479260.250000 Penalty: 1483.536499
	Iteration 0F: 2 clusters Score -479260.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -472605.718750 Penalty: 2967.072998
	Iteration 0F: 3 clusters Score -472605.7 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -474680.843750 Penalty: 2967.072998
	Iteration 1F: 3 clusters Score -474680.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -474929.062500 Penalty: 2967.072998
	Iteration 2F: 3 clusters Score -474929.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -475110.125000 Penalty: 2967.072998
	Iteration 3Q: 3 clusters Score -475110.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -475241.312500 Penalty: 2967.072998
	Iteration 4Q: 3 clusters Score -475241.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -475352.656250 Penalty: 2967.072998
	Iteration 5Q: 3 clusters Score -475352.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -475461.906250 Penalty: 2967.072998
	Iteration 6Q: 3 clusters Score -475461.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -475583.968750 Penalty: 2967.072998
	Iteration 7Q: 3 clusters Score -475584 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -475735.093750 Penalty: 2967.072998
	Iteration 8Q: 3 clusters Score -475735.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -475925.312500 Penalty: 2967.072998
	Iteration 9Q: 3 clusters Score -475925.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -476129.187500 Penalty: 2967.072998
	Iteration 10Q: 3 clusters Score -476129.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -476348.125000 Penalty: 2967.072998
	Iteration 11Q: 3 clusters Score -476348.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -476573.593750 Penalty: 2967.072998
	Iteration 12Q: 3 clusters Score -476573.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -476758.093750 Penalty: 2967.072998
	Iteration 13Q: 3 clusters Score -476758.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -476939.437500 Penalty: 2967.072998
	Iteration 14Q: 3 clusters Score -476939.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -477124.000000 Penalty: 2967.072998
	Iteration 15Q: 3 clusters Score -477124 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -477292.781250 Penalty: 2967.072998
	Iteration 16Q: 3 clusters Score -477292.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -477427.343750 Penalty: 2967.072998
	Iteration 17Q: 3 clusters Score -477427.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -477541.281250 Penalty: 2967.072998
	Iteration 18Q: 3 clusters Score -477541.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -477624.531250 Penalty: 2967.072998
	Iteration 19Q: 3 clusters Score -477624.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -477692.718750 Penalty: 2967.072998
	Iteration 20F: 3 clusters Score -477692.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -477754.687500 Penalty: 2967.072998
	Iteration 21Q: 3 clusters Score -477754.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -477802.187500 Penalty: 2967.072998
	Iteration 22Q: 3 clusters Score -477802.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -477843.375000 Penalty: 2967.072998
	Iteration 23Q: 3 clusters Score -477843.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -477878.906250 Penalty: 2967.072998
	Iteration 24Q: 3 clusters Score -477878.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -477901.156250 Penalty: 2967.072998
	Iteration 25Q: 3 clusters Score -477901.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -477915.312500 Penalty: 2967.072998
	Iteration 26Q: 3 clusters Score -477915.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -477924.781250 Penalty: 2967.072998
	Iteration 27Q: 3 clusters Score -477924.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -477928.343750 Penalty: 2967.072998
	Iteration 28Q: 3 clusters Score -477928.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -477931.312500 Penalty: 2967.072998
	Iteration 29Q: 3 clusters Score -477931.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -477932.875000 Penalty: 2967.072998
	Iteration 30Q: 3 clusters Score -477932.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -477937.250000 Penalty: 2967.072998
	Iteration 31Q: 3 clusters Score -477937.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -477939.312500 Penalty: 2967.072998
	Iteration 32Q: 3 clusters Score -477939.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -477940.031250 Penalty: 2967.072998
	Iteration 33Q: 3 clusters Score -477940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -477940.937500 Penalty: 2967.072998
	Iteration 34Q: 3 clusters Score -477940.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -477942.093750 Penalty: 2967.072998
	Iteration 35Q: 3 clusters Score -477942.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -477942.968750 Penalty: 2967.072998
	Iteration 36Q: 3 clusters Score -477943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -477943.906250 Penalty: 2967.072998
	Iteration 37Q: 3 clusters Score -477943.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -477945.843750 Penalty: 2967.072998
	Iteration 38Q: 3 clusters Score -477945.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -477947.906250 Penalty: 2967.072998
	Iteration 39Q: 3 clusters Score -477947.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -477949.093750 Penalty: 2967.072998
	Iteration 40F: 3 clusters Score -477949.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -477949.593750 Penalty: 2967.072998
	Iteration 41Q: 3 clusters Score -477949.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -477949.593750 Penalty: 2967.072998
	Iteration 42F: 3 clusters Score -477949.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (33700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Entering Unmasked Estep 
Score: -1734769.375000 Penalty: 1694.103638
	Iteration 0F: 2 clusters Score -1734769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -1712152.500000 Penalty: 3388.207275
	Iteration 0F: 3 clusters Score -1712152 nChanged 15640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -1720667.875000 Penalty: 3388.207275
	Iteration 1F: 3 clusters Score -1720668 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -1721114.125000 Penalty: 3388.207275
	Iteration 2Q: 3 clusters Score -1721114 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -1721723.000000 Penalty: 3388.207275
	Iteration 3Q: 3 clusters Score -1721723 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -1722616.500000 Penalty: 3388.207275
	Iteration 4Q: 3 clusters Score -1722616 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -1723916.500000 Penalty: 3388.207275
	Iteration 5F: 3 clusters Score -1723916 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -1725744.750000 Penalty: 3388.207275
	Iteration 6F: 3 clusters Score -1725745 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -1727936.250000 Penalty: 3388.207275
	Iteration 7F: 3 clusters Score -1727936 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -1729750.125000 Penalty: 3388.207275
	Iteration 8F: 3 clusters Score -1729750 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -1730867.875000 Penalty: 3388.207275
	Iteration 9F: 3 clusters Score -1730868 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -1731415.375000 Penalty: 3388.207275
	Iteration 10Q: 3 clusters Score -1731415 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -1731696.750000 Penalty: 3388.207275
	Iteration 11Q: 3 clusters Score -1731697 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -1731880.000000 Penalty: 3388.207275
	Iteration 12Q: 3 clusters Score -1731880 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -1732029.125000 Penalty: 3388.207275
	Iteration 13Q: 3 clusters Score -1732029 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -1732148.750000 Penalty: 3388.207275
	Iteration 14Q: 3 clusters Score -1732149 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1732235.875000 Penalty: 3388.207275
	Iteration 15Q: 3 clusters Score -1732236 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -1732317.250000 Penalty: 3388.207275
	Iteration 16Q: 3 clusters Score -1732317 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -1732390.625000 Penalty: 3388.207275
	Iteration 17Q: 3 clusters Score -1732391 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1732452.000000 Penalty: 3388.207275
	Iteration 18Q: 3 clusters Score -1732452 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1732503.625000 Penalty: 3388.207275
	Iteration 19Q: 3 clusters Score -1732504 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1732543.000000 Penalty: 3388.207275
	Iteration 20F: 3 clusters Score -1732543 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1732591.125000 Penalty: 3388.207275
	Iteration 21Q: 3 clusters Score -1732591 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1732639.625000 Penalty: 3388.207275
	Iteration 22Q: 3 clusters Score -1732640 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1732673.500000 Penalty: 3388.207275
	Iteration 23Q: 3 clusters Score -1732674 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1732704.000000 Penalty: 3388.207275
	Iteration 24Q: 3 clusters Score -1732704 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1732736.125000 Penalty: 3388.207275
	Iteration 25Q: 3 clusters Score -1732736 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1732757.875000 Penalty: 3388.207275
	Iteration 26Q: 3 clusters Score -1732758 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1732776.625000 Penalty: 3388.207275
	Iteration 27Q: 3 clusters Score -1732777 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1732786.625000 Penalty: 3388.207275
	Iteration 28Q: 3 clusters Score -1732787 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1732804.375000 Penalty: 3388.207275
	Iteration 29Q: 3 clusters Score -1732804 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1732824.875000 Penalty: 3388.207275
	Iteration 30Q: 3 clusters Score -1732825 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1732842.375000 Penalty: 3388.207275
	Iteration 31Q: 3 clusters Score -1732842 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1732844.000000 Penalty: 3388.207275
	Iteration 32Q: 3 clusters Score -1732844 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1732862.250000 Penalty: 3388.207275
	Iteration 33Q: 3 clusters Score -1732862 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1732864.500000 Penalty: 3388.207275
	Iteration 34Q: 3 clusters Score -1732864 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1732873.625000 Penalty: 3388.207275
	Iteration 35Q: 3 clusters Score -1732874 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1732875.750000 Penalty: 3388.207275
	Iteration 36Q: 3 clusters Score -1732876 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1732889.125000 Penalty: 3388.207275
	Iteration 37Q: 3 clusters Score -1732889 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1732888.750000 Penalty: 3388.207275
	Iteration 38Q: 3 clusters Score -1732889 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1732894.125000 Penalty: 3388.207275
	Iteration 39Q: 3 clusters Score -1732894 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1732903.875000 Penalty: 3388.207275
	Iteration 40F: 3 clusters Score -1732904 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1732904.375000 Penalty: 3388.207275
	Iteration 41Q: 3 clusters Score -1732904 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1732903.000000 Penalty: 3388.207275
	Iteration 42Q: 3 clusters Score -1732903 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1732910.125000 Penalty: 3388.207275
	Iteration 43Q: 3 clusters Score -1732910 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1732913.250000 Penalty: 3388.207275
	Iteration 44Q: 3 clusters Score -1732913 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1732919.625000 Penalty: 3388.207275
	Iteration 45Q: 3 clusters Score -1732920 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1732921.125000 Penalty: 3388.207275
	Iteration 46Q: 3 clusters Score -1732921 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1732921.750000 Penalty: 3388.207275
	Iteration 47Q: 3 clusters Score -1732922 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1732929.000000 Penalty: 3388.207275
	Iteration 48Q: 3 clusters Score -1732929 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1732931.625000 Penalty: 3388.207275
	Iteration 49Q: 3 clusters Score -1732932 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1732936.750000 Penalty: 3388.207275
	Iteration 50Q: 3 clusters Score -1732937 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1732940.625000 Penalty: 3388.207275
	Iteration 51Q: 3 clusters Score -1732941 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1732945.500000 Penalty: 3388.207275
	Iteration 52Q: 3 clusters Score -1732946 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1732948.625000 Penalty: 3388.207275
	Iteration 53Q: 3 clusters Score -1732949 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1732952.875000 Penalty: 3388.207275
	Iteration 54Q: 3 clusters Score -1732953 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1732945.875000 Penalty: 3388.207275
	Iteration 55Q: 3 clusters Score -1732946 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1732949.875000 Penalty: 3388.207275
	Iteration 56Q: 3 clusters Score -1732950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1732952.125000 Penalty: 3388.207275
	Iteration 57Q: 3 clusters Score -1732952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1732947.375000 Penalty: 3388.207275
	Iteration 58Q: 3 clusters Score -1732947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1732956.875000 Penalty: 3388.207275
	Iteration 59Q: 3 clusters Score -1732957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1732958.625000 Penalty: 3388.207275
	Iteration 60F: 3 clusters Score -1732959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1732959.875000 Penalty: 3388.207275
	Iteration 61Q: 3 clusters Score -1732960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1732952.500000 Penalty: 3388.207275
	Iteration 62Q: 3 clusters Score -1732952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1732953.750000 Penalty: 3388.207275
	Iteration 63Q: 3 clusters Score -1732954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1732955.750000 Penalty: 3388.207275
	Iteration 64Q: 3 clusters Score -1732956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1732953.750000 Penalty: 3388.207275
	Iteration 65Q: 3 clusters Score -1732954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1732953.750000 Penalty: 3388.207275
	Iteration 66F: 3 clusters Score -1732954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Entering Unmasked Estep 
Score: -575752.687500 Penalty: 1521.260132
	Iteration 0F: 2 clusters Score -575752.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -567502.875000 Penalty: 3042.520264
	Iteration 0F: 3 clusters Score -567502.9 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -570214.125000 Penalty: 3042.520264
	Iteration 1F: 3 clusters Score -570214.1 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -570476.000000 Penalty: 3042.520264
	Iteration 2F: 3 clusters Score -570476 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -570714.062500 Penalty: 3042.520264
	Iteration 3Q: 3 clusters Score -570714.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -570917.250000 Penalty: 3042.520264
	Iteration 4Q: 3 clusters Score -570917.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -571130.312500 Penalty: 3042.520264
	Iteration 5Q: 3 clusters Score -571130.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -571368.375000 Penalty: 3042.520264
	Iteration 6Q: 3 clusters Score -571368.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -571615.937500 Penalty: 3042.520264
	Iteration 7Q: 3 clusters Score -571615.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -571893.125000 Penalty: 3042.520264
	Iteration 8Q: 3 clusters Score -571893.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -572192.250000 Penalty: 3042.520264
	Iteration 9Q: 3 clusters Score -572192.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -572462.812500 Penalty: 3042.520264
	Iteration 10Q: 3 clusters Score -572462.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -572654.625000 Penalty: 3042.520264
	Iteration 11Q: 3 clusters Score -572654.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -572778.500000 Penalty: 3042.520264
	Iteration 12Q: 3 clusters Score -572778.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -572846.500000 Penalty: 3042.520264
	Iteration 13Q: 3 clusters Score -572846.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -572886.312500 Penalty: 3042.520264
	Iteration 14Q: 3 clusters Score -572886.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -572915.000000 Penalty: 3042.520264
	Iteration 15Q: 3 clusters Score -572915 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -572937.437500 Penalty: 3042.520264
	Iteration 16Q: 3 clusters Score -572937.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -572953.250000 Penalty: 3042.520264
	Iteration 17Q: 3 clusters Score -572953.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -572970.937500 Penalty: 3042.520264
	Iteration 18Q: 3 clusters Score -572970.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -572979.812500 Penalty: 3042.520264
	Iteration 19Q: 3 clusters Score -572979.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -572990.437500 Penalty: 3042.520264
	Iteration 20F: 3 clusters Score -572990.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -573002.000000 Penalty: 3042.520264
	Iteration 21Q: 3 clusters Score -573002 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -573014.000000 Penalty: 3042.520264
	Iteration 22Q: 3 clusters Score -573014 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -573023.687500 Penalty: 3042.520264
	Iteration 23Q: 3 clusters Score -573023.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -573037.625000 Penalty: 3042.520264
	Iteration 24Q: 3 clusters Score -573037.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -573050.250000 Penalty: 3042.520264
	Iteration 25Q: 3 clusters Score -573050.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -573067.562500 Penalty: 3042.520264
	Iteration 26Q: 3 clusters Score -573067.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -573082.687500 Penalty: 3042.520264
	Iteration 27Q: 3 clusters Score -573082.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -573097.875000 Penalty: 3042.520264
	Iteration 28Q: 3 clusters Score -573097.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -573112.750000 Penalty: 3042.520264
	Iteration 29Q: 3 clusters Score -573112.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -573126.875000 Penalty: 3042.520264
	Iteration 30Q: 3 clusters Score -573126.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -573138.000000 Penalty: 3042.520264
	Iteration 31Q: 3 clusters Score -573138 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -573145.125000 Penalty: 3042.520264
	Iteration 32Q: 3 clusters Score -573145.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -573150.500000 Penalty: 3042.520264
	Iteration 33Q: 3 clusters Score -573150.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -573154.875000 Penalty: 3042.520264
	Iteration 34Q: 3 clusters Score -573154.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -573155.562500 Penalty: 3042.520264
	Iteration 35Q: 3 clusters Score -573155.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -573157.500000 Penalty: 3042.520264
	Iteration 36Q: 3 clusters Score -573157.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -573157.625000 Penalty: 3042.520264
	Iteration 37Q: 3 clusters Score -573157.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -573157.875000 Penalty: 3042.520264
	Iteration 38Q: 3 clusters Score -573157.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -573158.187500 Penalty: 3042.520264
	Iteration 39Q: 3 clusters Score -573158.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -573159.812500 Penalty: 3042.520264
	Iteration 40F: 3 clusters Score -573159.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -573159.812500 Penalty: 3042.520264
	Iteration 41Q: 3 clusters Score -573159.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -573160.750000 Penalty: 3042.520264
	Iteration 42Q: 3 clusters Score -573160.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -573162.750000 Penalty: 3042.520264
	Iteration 43Q: 3 clusters Score -573162.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -573163.000000 Penalty: 3042.520264
	Iteration 44Q: 3 clusters Score -573163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -573163.125000 Penalty: 3042.520264
	Iteration 45Q: 3 clusters Score -573163.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -573163.812500 Penalty: 3042.520264
	Iteration 46Q: 3 clusters Score -573163.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -573164.625000 Penalty: 3042.520264
	Iteration 47Q: 3 clusters Score -573164.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -573167.437500 Penalty: 3042.520264
	Iteration 48Q: 3 clusters Score -573167.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -573172.375000 Penalty: 3042.520264
	Iteration 49Q: 3 clusters Score -573172.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -573174.062500 Penalty: 3042.520264
	Iteration 50Q: 3 clusters Score -573174.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -573176.125000 Penalty: 3042.520264
	Iteration 51Q: 3 clusters Score -573176.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -573179.062500 Penalty: 3042.520264
	Iteration 52Q: 3 clusters Score -573179.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -573178.375000 Penalty: 3042.520264
	Iteration 53Q: 3 clusters Score -573178.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -573179.937500 Penalty: 3042.520264
	Iteration 54Q: 3 clusters Score -573179.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -573181.500000 Penalty: 3042.520264
	Iteration 55Q: 3 clusters Score -573181.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -573182.125000 Penalty: 3042.520264
	Iteration 56Q: 3 clusters Score -573182.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -573183.875000 Penalty: 3042.520264
	Iteration 57Q: 3 clusters Score -573183.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -573185.000000 Penalty: 3042.520264
	Iteration 58Q: 3 clusters Score -573185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -573184.625000 Penalty: 3042.520264
	Iteration 59Q: 3 clusters Score -573184.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -573185.125000 Penalty: 3042.520264
	Iteration 60F: 3 clusters Score -573185.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Entering Unmasked Estep 
Score: -79320.468750 Penalty: 1206.523804
	Iteration 0F: 2 clusters Score -79320.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -77437.664062 Penalty: 2413.047607
	Iteration 0F: 3 clusters Score -77437.66 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -77795.664062 Penalty: 2413.047607
	Iteration 1F: 3 clusters Score -77795.66 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -77889.570312 Penalty: 2413.047607
	Iteration 2F: 3 clusters Score -77889.57 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -77944.148438 Penalty: 2413.047607
	Iteration 3Q: 3 clusters Score -77944.15 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -77979.203125 Penalty: 2413.047607
	Iteration 4Q: 3 clusters Score -77979.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -78007.718750 Penalty: 2413.047607
	Iteration 5Q: 3 clusters Score -78007.72 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -78025.671875 Penalty: 2413.047607
	Iteration 6Q: 3 clusters Score -78025.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -78037.007812 Penalty: 2413.047607
	Iteration 7Q: 3 clusters Score -78037.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -78042.843750 Penalty: 2413.047607
	Iteration 8Q: 3 clusters Score -78042.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -78046.929688 Penalty: 2413.047607
	Iteration 9Q: 3 clusters Score -78046.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -78051.296875 Penalty: 2413.047607
	Iteration 10Q: 3 clusters Score -78051.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -78053.781250 Penalty: 2413.047607
	Iteration 11Q: 3 clusters Score -78053.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -78055.679688 Penalty: 2413.047607
	Iteration 12Q: 3 clusters Score -78055.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -78057.375000 Penalty: 2413.047607
	Iteration 13Q: 3 clusters Score -78057.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -78060.257812 Penalty: 2413.047607
	Iteration 14Q: 3 clusters Score -78060.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -78065.382812 Penalty: 2413.047607
	Iteration 15Q: 3 clusters Score -78065.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -78069.210938 Penalty: 2413.047607
	Iteration 16Q: 3 clusters Score -78069.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -78071.781250 Penalty: 2413.047607
	Iteration 17Q: 3 clusters Score -78071.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -78073.375000 Penalty: 2413.047607
	Iteration 18Q: 3 clusters Score -78073.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -78075.281250 Penalty: 2413.047607
	Iteration 19Q: 3 clusters Score -78075.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -78078.218750 Penalty: 2413.047607
	Iteration 20F: 3 clusters Score -78078.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -78081.757812 Penalty: 2413.047607
	Iteration 21Q: 3 clusters Score -78081.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -78084.984375 Penalty: 2413.047607
	Iteration 22Q: 3 clusters Score -78084.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -78089.632812 Penalty: 2413.047607
	Iteration 23Q: 3 clusters Score -78089.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -78094.546875 Penalty: 2413.047607
	Iteration 24Q: 3 clusters Score -78094.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -78102.570312 Penalty: 2413.047607
	Iteration 25Q: 3 clusters Score -78102.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -78107.593750 Penalty: 2413.047607
	Iteration 26Q: 3 clusters Score -78107.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -78109.750000 Penalty: 2413.047607
	Iteration 27Q: 3 clusters Score -78109.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -78113.343750 Penalty: 2413.047607
	Iteration 28Q: 3 clusters Score -78113.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -78119.000000 Penalty: 2413.047607
	Iteration 29Q: 3 clusters Score -78119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -78126.460938 Penalty: 2413.047607
	Iteration 30Q: 3 clusters Score -78126.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -78134.937500 Penalty: 2413.047607
	Iteration 31Q: 3 clusters Score -78134.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -78139.820312 Penalty: 2413.047607
	Iteration 32Q: 3 clusters Score -78139.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -78143.125000 Penalty: 2413.047607
	Iteration 33Q: 3 clusters Score -78143.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -78145.679688 Penalty: 2413.047607
	Iteration 34Q: 3 clusters Score -78145.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -78146.218750 Penalty: 2413.047607
	Iteration 35Q: 3 clusters Score -78146.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -78147.570312 Penalty: 2413.047607
	Iteration 36Q: 3 clusters Score -78147.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -78147.882812 Penalty: 2413.047607
	Iteration 37Q: 3 clusters Score -78147.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -78150.195312 Penalty: 2413.047607
	Iteration 38Q: 3 clusters Score -78150.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -78150.195312 Penalty: 2413.047607
	Iteration 39F: 3 clusters Score -78150.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (41034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Entering Unmasked Estep 
Score: -2178862.000000 Penalty: 1726.100342
	Iteration 0F: 2 clusters Score -2178862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -2151399.000000 Penalty: 3452.200684
	Iteration 0F: 3 clusters Score -2151399 nChanged 19145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2162485.500000 Penalty: 3452.200684
	Iteration 1F: 3 clusters Score -2162486 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2163720.750000 Penalty: 3452.200684
	Iteration 2F: 3 clusters Score -2163721 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -2165890.750000 Penalty: 3452.200684
	Iteration 3F: 3 clusters Score -2165891 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -2169091.750000 Penalty: 3452.200684
	Iteration 4F: 3 clusters Score -2169092 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2172979.250000 Penalty: 3452.200684
	Iteration 5F: 3 clusters Score -2172979 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -2176543.750000 Penalty: 3452.200684
	Iteration 6F: 3 clusters Score -2176544 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -2178115.000000 Penalty: 3452.200684
	Iteration 7Q: 3 clusters Score -2178115 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -2178393.500000 Penalty: 3452.200684
	Iteration 8Q: 3 clusters Score -2178394 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -2178455.500000 Penalty: 3452.200684
	Iteration 9Q: 3 clusters Score -2178456 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -2178494.000000 Penalty: 3452.200684
	Iteration 10Q: 3 clusters Score -2178494 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -2178524.250000 Penalty: 3452.200684
	Iteration 11Q: 3 clusters Score -2178524 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -2178525.500000 Penalty: 3452.200684
	Iteration 12Q: 3 clusters Score -2178526 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2178537.750000 Penalty: 3452.200684
	Iteration 13Q: 3 clusters Score -2178538 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2178545.750000 Penalty: 3452.200684
	Iteration 14Q: 3 clusters Score -2178546 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -2178550.500000 Penalty: 3452.200684
	Iteration 15Q: 3 clusters Score -2178550 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -2178557.750000 Penalty: 3452.200684
	Iteration 16Q: 3 clusters Score -2178558 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2178567.750000 Penalty: 3452.200684
	Iteration 17Q: 3 clusters Score -2178568 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -2178572.000000 Penalty: 3452.200684
	Iteration 18Q: 3 clusters Score -2178572 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -2178576.000000 Penalty: 3452.200684
	Iteration 19Q: 3 clusters Score -2178576 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -2178578.250000 Penalty: 3452.200684
	Iteration 20F: 3 clusters Score -2178578 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2178585.750000 Penalty: 3452.200684
	Iteration 21Q: 3 clusters Score -2178586 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -2178592.750000 Penalty: 3452.200684
	Iteration 22Q: 3 clusters Score -2178593 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -2178597.250000 Penalty: 3452.200684
	Iteration 23Q: 3 clusters Score -2178597 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -2178602.000000 Penalty: 3452.200684
	Iteration 24Q: 3 clusters Score -2178602 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -2178605.500000 Penalty: 3452.200684
	Iteration 25Q: 3 clusters Score -2178606 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -2178609.000000 Penalty: 3452.200684
	Iteration 26Q: 3 clusters Score -2178609 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2178619.000000 Penalty: 3452.200684
	Iteration 27Q: 3 clusters Score -2178619 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2178620.750000 Penalty: 3452.200684
	Iteration 28Q: 3 clusters Score -2178621 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -2178625.500000 Penalty: 3452.200684
	Iteration 29Q: 3 clusters Score -2178626 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2178636.500000 Penalty: 3452.200684
	Iteration 30Q: 3 clusters Score -2178636 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -2178641.500000 Penalty: 3452.200684
	Iteration 31Q: 3 clusters Score -2178642 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2178637.750000 Penalty: 3452.200684
	Iteration 32Q: 3 clusters Score -2178638 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2178639.750000 Penalty: 3452.200684
	Iteration 33Q: 3 clusters Score -2178640 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -2178640.750000 Penalty: 3452.200684
	Iteration 34Q: 3 clusters Score -2178641 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -2178640.750000 Penalty: 3452.200684
	Iteration 35Q: 3 clusters Score -2178641 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -2178641.250000 Penalty: 3452.200684
	Iteration 36Q: 3 clusters Score -2178641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2178644.750000 Penalty: 3452.200684
	Iteration 37Q: 3 clusters Score -2178645 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2178646.500000 Penalty: 3452.200684
	Iteration 38Q: 3 clusters Score -2178646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2178652.250000 Penalty: 3452.200684
	Iteration 39Q: 3 clusters Score -2178652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -2178652.500000 Penalty: 3452.200684
	Iteration 40F: 3 clusters Score -2178652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -2178644.250000 Penalty: 3452.200684
	Iteration 41Q: 3 clusters Score -2178644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2178656.250000 Penalty: 3452.200684
	Iteration 42Q: 3 clusters Score -2178656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -2178658.000000 Penalty: 3452.200684
	Iteration 43Q: 3 clusters Score -2178658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2178655.750000 Penalty: 3452.200684
	Iteration 44Q: 3 clusters Score -2178656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2178658.750000 Penalty: 3452.200684
	Iteration 45Q: 3 clusters Score -2178659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2178657.250000 Penalty: 3452.200684
	Iteration 46Q: 3 clusters Score -2178657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -2178659.500000 Penalty: 3452.200684
	Iteration 47Q: 3 clusters Score -2178660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -2178655.500000 Penalty: 3452.200684
	Iteration 48Q: 3 clusters Score -2178656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -2178657.250000 Penalty: 3452.200684
	Iteration 49Q: 3 clusters Score -2178657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -2178659.500000 Penalty: 3452.200684
	Iteration 50Q: 3 clusters Score -2178660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -2178659.250000 Penalty: 3452.200684
	Iteration 51Q: 3 clusters Score -2178659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -2178660.500000 Penalty: 3452.200684
	Iteration 52Q: 3 clusters Score -2178660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -2178660.250000 Penalty: 3452.200684
	Iteration 53Q: 3 clusters Score -2178660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2178658.500000 Penalty: 3452.200684
	Iteration 54Q: 3 clusters Score -2178658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -2178661.750000 Penalty: 3452.200684
	Iteration 55Q: 3 clusters Score -2178662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -2178658.250000 Penalty: 3452.200684
	Iteration 56Q: 3 clusters Score -2178658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -2178659.000000 Penalty: 3452.200684
	Iteration 57Q: 3 clusters Score -2178659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2178661.250000 Penalty: 3452.200684
	Iteration 58Q: 3 clusters Score -2178661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -2178659.750000 Penalty: 3452.200684
	Iteration 59Q: 3 clusters Score -2178660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2178657.000000 Penalty: 3452.200684
	Iteration 60F: 3 clusters Score -2178657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2178662.750000 Penalty: 3452.200684
	Iteration 61Q: 3 clusters Score -2178663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -2178662.250000 Penalty: 3452.200684
	Iteration 62Q: 3 clusters Score -2178662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -2178663.500000 Penalty: 3452.200684
	Iteration 63Q: 3 clusters Score -2178664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -2178659.750000 Penalty: 3452.200684
	Iteration 64Q: 3 clusters Score -2178660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -2178660.000000 Penalty: 3452.200684
	Iteration 65Q: 3 clusters Score -2178660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -2178662.500000 Penalty: 3452.200684
	Iteration 66Q: 3 clusters Score -2178662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -2178660.750000 Penalty: 3452.200684
	Iteration 67Q: 3 clusters Score -2178661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2178661.750000 Penalty: 3452.200684
	Iteration 68Q: 3 clusters Score -2178662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2178665.000000 Penalty: 3452.200684
	Iteration 69Q: 3 clusters Score -2178665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35909 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -2178665.000000 Penalty: 3452.200684
	Iteration 70Q: 3 clusters Score -2178665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -2178665.500000 Penalty: 3452.200684
	Iteration 71Q: 3 clusters Score -2178666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2178664.750000 Penalty: 3452.200684
	Iteration 72Q: 3 clusters Score -2178665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2178666.000000 Penalty: 3452.200684
	Iteration 73Q: 3 clusters Score -2178666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2178670.000000 Penalty: 3452.200684
	Iteration 74Q: 3 clusters Score -2178670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2178667.500000 Penalty: 3452.200684
	Iteration 75Q: 3 clusters Score -2178668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -2178667.250000 Penalty: 3452.200684
	Iteration 76Q: 3 clusters Score -2178667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -2178670.500000 Penalty: 3452.200684
	Iteration 77Q: 3 clusters Score -2178670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -2178667.750000 Penalty: 3452.200684
	Iteration 78Q: 3 clusters Score -2178668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -2178669.500000 Penalty: 3452.200684
	Iteration 79Q: 3 clusters Score -2178670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2178672.250000 Penalty: 3452.200684
	Iteration 80F: 3 clusters Score -2178672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2178673.750000 Penalty: 3452.200684
	Iteration 81Q: 3 clusters Score -2178674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -2178669.500000 Penalty: 3452.200684
	Iteration 82Q: 3 clusters Score -2178670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -2178668.750000 Penalty: 3452.200684
	Iteration 83Q: 3 clusters Score -2178669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2178670.000000 Penalty: 3452.200684
	Iteration 84Q: 3 clusters Score -2178670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -2178670.000000 Penalty: 3452.200684
	Iteration 85Q: 3 clusters Score -2178670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -2178676.000000 Penalty: 3452.200684
	Iteration 86Q: 3 clusters Score -2178676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -2178674.750000 Penalty: 3452.200684
	Iteration 87Q: 3 clusters Score -2178675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2178674.000000 Penalty: 3452.200684
	Iteration 88Q: 3 clusters Score -2178674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -2178671.250000 Penalty: 3452.200684
	Iteration 89Q: 3 clusters Score -2178671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2178673.750000 Penalty: 3452.200684
	Iteration 90Q: 3 clusters Score -2178674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -2178670.500000 Penalty: 3452.200684
	Iteration 91Q: 3 clusters Score -2178670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -2178671.500000 Penalty: 3452.200684
	Iteration 92Q: 3 clusters Score -2178672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2178672.000000 Penalty: 3452.200684
	Iteration 93Q: 3 clusters Score -2178672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2178673.000000 Penalty: 3452.200684
	Iteration 94Q: 3 clusters Score -2178673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -2178674.500000 Penalty: 3452.200684
	Iteration 95Q: 3 clusters Score -2178674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2178671.750000 Penalty: 3452.200684
	Iteration 96Q: 3 clusters Score -2178672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -2178673.500000 Penalty: 3452.200684
	Iteration 97Q: 3 clusters Score -2178674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2178677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -2178675.250000 Penalty: 3452.200684
	Iteration 99Q: 3 clusters Score -2178675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2178675.250000 Penalty: 3452.200684
	Iteration 100F: 3 clusters Score -2178675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2178676.750000 Penalty: 3452.200684
	Iteration 101Q: 3 clusters Score -2178677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2178678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2178678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2178677 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
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	Iteration 105F: 3 clusters Score -2178677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (45965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45965 members 
Entering Unmasked Estep 
Score: -2375014.000000 Penalty: 1744.540771
	Iteration 0F: 2 clusters Score -2375014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -2344163.500000 Penalty: 3489.081543
	Iteration 0F: 3 clusters Score -2344164 nChanged 21684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2356470 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -2357271 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -2358414.000000 Penalty: 3489.081543
	Iteration 3F: 3 clusters Score -2358414 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2360031.250000 Penalty: 3489.081543
	Iteration 4F: 3 clusters Score -2360031 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -2362537.250000 Penalty: 3489.081543
	Iteration 5F: 3 clusters Score -2362537 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2365811.500000 Penalty: 3489.081543
	Iteration 6F: 3 clusters Score -2365812 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2369005.000000 Penalty: 3489.081543
	Iteration 7F: 3 clusters Score -2369005 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2371189.000000 Penalty: 3489.081543
	Iteration 8Q: 3 clusters Score -2371189 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2372523.000000 Penalty: 3489.081543
	Iteration 9Q: 3 clusters Score -2372523 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2373321.000000 Penalty: 3489.081543
	Iteration 10Q: 3 clusters Score -2373321 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2373820.250000 Penalty: 3489.081543
	Iteration 11Q: 3 clusters Score -2373820 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45033 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2373949.500000 Penalty: 3489.081543
	Iteration 12Q: 3 clusters Score -2373950 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2374009.500000 Penalty: 3489.081543
	Iteration 13Q: 3 clusters Score -2374010 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2374038.750000 Penalty: 3489.081543
	Iteration 14Q: 3 clusters Score -2374039 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44897 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2374062.500000 Penalty: 3489.081543
	Iteration 15Q: 3 clusters Score -2374062 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44880 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2374072.000000 Penalty: 3489.081543
	Iteration 16Q: 3 clusters Score -2374072 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44864 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2374089.750000 Penalty: 3489.081543
	Iteration 17Q: 3 clusters Score -2374090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2374094.500000 Penalty: 3489.081543
	Iteration 18Q: 3 clusters Score -2374094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2374101.500000 Penalty: 3489.081543
	Iteration 19Q: 3 clusters Score -2374102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2374110.750000 Penalty: 3489.081543
	Iteration 20F: 3 clusters Score -2374111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44817 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2374120.000000 Penalty: 3489.081543
	Iteration 21Q: 3 clusters Score -2374120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2374124.750000 Penalty: 3489.081543
	Iteration 22Q: 3 clusters Score -2374125 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2374137.000000 Penalty: 3489.081543
	Iteration 23Q: 3 clusters Score -2374137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2374135.500000 Penalty: 3489.081543
	Iteration 24Q: 3 clusters Score -2374136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2374137.500000 Penalty: 3489.081543
	Iteration 25Q: 3 clusters Score -2374138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44761 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2374141.500000 Penalty: 3489.081543
	Iteration 26Q: 3 clusters Score -2374142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2374146.000000 Penalty: 3489.081543
	Iteration 27Q: 3 clusters Score -2374146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2374151.250000 Penalty: 3489.081543
	Iteration 28Q: 3 clusters Score -2374151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2374155.500000 Penalty: 3489.081543
	Iteration 29Q: 3 clusters Score -2374156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2374157.500000 Penalty: 3489.081543
	Iteration 30Q: 3 clusters Score -2374158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2374158.750000 Penalty: 3489.081543
	Iteration 31Q: 3 clusters Score -2374159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2374162.500000 Penalty: 3489.081543
	Iteration 32Q: 3 clusters Score -2374162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2374165.250000 Penalty: 3489.081543
	Iteration 33Q: 3 clusters Score -2374165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2374167.500000 Penalty: 3489.081543
	Iteration 34Q: 3 clusters Score -2374168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2374169.000000 Penalty: 3489.081543
	Iteration 35Q: 3 clusters Score -2374169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44691 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2374171.250000 Penalty: 3489.081543
	Iteration 36Q: 3 clusters Score -2374171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44683 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2374174.000000 Penalty: 3489.081543
	Iteration 37Q: 3 clusters Score -2374174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2374174.750000 Penalty: 3489.081543
	Iteration 38Q: 3 clusters Score -2374175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44681 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2374177.000000 Penalty: 3489.081543
	Iteration 39Q: 3 clusters Score -2374177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2374179.000000 Penalty: 3489.081543
	Iteration 40F: 3 clusters Score -2374179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Entering Unmasked Estep 
Score: -221428.937500 Penalty: 1373.989136
	Iteration 0F: 2 clusters Score -221428.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -217659.937500 Penalty: 2747.978271
	Iteration 0F: 3 clusters Score -217659.9 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -218635.500000 Penalty: 2747.978271
	Iteration 1F: 3 clusters Score -218635.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -218829.578125 Penalty: 2747.978271
	Iteration 2F: 3 clusters Score -218829.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -218962.625000 Penalty: 2747.978271
	Iteration 3F: 3 clusters Score -218962.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -219088.078125 Penalty: 2747.978271
	Iteration 4Q: 3 clusters Score -219088.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -219197.359375 Penalty: 2747.978271
	Iteration 5Q: 3 clusters Score -219197.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -219315.390625 Penalty: 2747.978271
	Iteration 6Q: 3 clusters Score -219315.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -219421.796875 Penalty: 2747.978271
	Iteration 7Q: 3 clusters Score -219421.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -219535.250000 Penalty: 2747.978271
	Iteration 8Q: 3 clusters Score -219535.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -219652.453125 Penalty: 2747.978271
	Iteration 9Q: 3 clusters Score -219652.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -219773.984375 Penalty: 2747.978271
	Iteration 10Q: 3 clusters Score -219774 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -219885.828125 Penalty: 2747.978271
	Iteration 11Q: 3 clusters Score -219885.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -219983.734375 Penalty: 2747.978271
	Iteration 12Q: 3 clusters Score -219983.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -220060.781250 Penalty: 2747.978271
	Iteration 13Q: 3 clusters Score -220060.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -220124.812500 Penalty: 2747.978271
	Iteration 14Q: 3 clusters Score -220124.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -220172.171875 Penalty: 2747.978271
	Iteration 15Q: 3 clusters Score -220172.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -220213.046875 Penalty: 2747.978271
	Iteration 16Q: 3 clusters Score -220213 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -220242.562500 Penalty: 2747.978271
	Iteration 17Q: 3 clusters Score -220242.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -220276.437500 Penalty: 2747.978271
	Iteration 18Q: 3 clusters Score -220276.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -220302.453125 Penalty: 2747.978271
	Iteration 19Q: 3 clusters Score -220302.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -220319.843750 Penalty: 2747.978271
	Iteration 20F: 3 clusters Score -220319.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -220334.312500 Penalty: 2747.978271
	Iteration 21Q: 3 clusters Score -220334.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -220349.562500 Penalty: 2747.978271
	Iteration 22Q: 3 clusters Score -220349.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -220361.468750 Penalty: 2747.978271
	Iteration 23Q: 3 clusters Score -220361.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -220373.156250 Penalty: 2747.978271
	Iteration 24Q: 3 clusters Score -220373.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -220385.015625 Penalty: 2747.978271
	Iteration 25Q: 3 clusters Score -220385 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -220397.187500 Penalty: 2747.978271
	Iteration 26Q: 3 clusters Score -220397.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -220408.687500 Penalty: 2747.978271
	Iteration 27Q: 3 clusters Score -220408.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -220415.921875 Penalty: 2747.978271
	Iteration 28Q: 3 clusters Score -220415.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -220419.671875 Penalty: 2747.978271
	Iteration 29Q: 3 clusters Score -220419.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -220424.109375 Penalty: 2747.978271
	Iteration 30Q: 3 clusters Score -220424.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -220429.562500 Penalty: 2747.978271
	Iteration 31Q: 3 clusters Score -220429.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -220433.343750 Penalty: 2747.978271
	Iteration 32Q: 3 clusters Score -220433.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -220434.171875 Penalty: 2747.978271
	Iteration 33Q: 3 clusters Score -220434.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -220437.062500 Penalty: 2747.978271
	Iteration 34Q: 3 clusters Score -220437.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -220437.828125 Penalty: 2747.978271
	Iteration 35Q: 3 clusters Score -220437.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -220438.578125 Penalty: 2747.978271
	Iteration 36Q: 3 clusters Score -220438.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -220439.625000 Penalty: 2747.978271
	Iteration 37Q: 3 clusters Score -220439.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -220441.000000 Penalty: 2747.978271
	Iteration 38Q: 3 clusters Score -220441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -220441.640625 Penalty: 2747.978271
	Iteration 39Q: 3 clusters Score -220441.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -220441.640625 Penalty: 2747.978271
	Iteration 40F: 3 clusters Score -220441.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Entering Unmasked Estep 
Score: -383459.687500 Penalty: 1442.755737
	Iteration 0F: 2 clusters Score -383459.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -378050.937500 Penalty: 2885.511475
	Iteration 0F: 3 clusters Score -378050.9 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -379649.968750 Penalty: 2885.511475
	Iteration 1F: 3 clusters Score -379650 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -379903.406250 Penalty: 2885.511475
	Iteration 2F: 3 clusters Score -379903.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -380125.437500 Penalty: 2885.511475
	Iteration 3F: 3 clusters Score -380125.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -380354.781250 Penalty: 2885.511475
	Iteration 4F: 3 clusters Score -380354.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -380645.500000 Penalty: 2885.511475
	Iteration 5F: 3 clusters Score -380645.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -380947.031250 Penalty: 2885.511475
	Iteration 6F: 3 clusters Score -380947 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -381247.187500 Penalty: 2885.511475
	Iteration 7F: 3 clusters Score -381247.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -381504.250000 Penalty: 2885.511475
	Iteration 8Q: 3 clusters Score -381504.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -381749.187500 Penalty: 2885.511475
	Iteration 9Q: 3 clusters Score -381749.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -381925.437500 Penalty: 2885.511475
	Iteration 10Q: 3 clusters Score -381925.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -382036.125000 Penalty: 2885.511475
	Iteration 11Q: 3 clusters Score -382036.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -382099.000000 Penalty: 2885.511475
	Iteration 12Q: 3 clusters Score -382099 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -382140.125000 Penalty: 2885.511475
	Iteration 13Q: 3 clusters Score -382140.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -382165.031250 Penalty: 2885.511475
	Iteration 14Q: 3 clusters Score -382165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -382183.031250 Penalty: 2885.511475
	Iteration 15Q: 3 clusters Score -382183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -382199.968750 Penalty: 2885.511475
	Iteration 16Q: 3 clusters Score -382200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -382213.343750 Penalty: 2885.511475
	Iteration 17Q: 3 clusters Score -382213.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -382222.031250 Penalty: 2885.511475
	Iteration 18Q: 3 clusters Score -382222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -382224.031250 Penalty: 2885.511475
	Iteration 19Q: 3 clusters Score -382224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -382223.625000 Penalty: 2885.511475
	Iteration 20F: 3 clusters Score -382223.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -382225.187500 Penalty: 2885.511475
	Iteration 21Q: 3 clusters Score -382225.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -382225.593750 Penalty: 2885.511475
	Iteration 22Q: 3 clusters Score -382225.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -382225.593750 Penalty: 2885.511475
	Iteration 23F: 3 clusters Score -382225.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Entering Unmasked Estep 
Score: -87978.132812 Penalty: 1231.115845
	Iteration 0F: 2 clusters Score -87978.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -85897.773438 Penalty: 2462.231689
	Iteration 0F: 3 clusters Score -85897.77 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -86326.578125 Penalty: 2462.231689
	Iteration 1F: 3 clusters Score -86326.58 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -86474.546875 Penalty: 2462.231689
	Iteration 2F: 3 clusters Score -86474.55 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -86548.835938 Penalty: 2462.231689
	Iteration 3F: 3 clusters Score -86548.84 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -86600.234375 Penalty: 2462.231689
	Iteration 4Q: 3 clusters Score -86600.23 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -86635.210938 Penalty: 2462.231689
	Iteration 5Q: 3 clusters Score -86635.21 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -86655.945312 Penalty: 2462.231689
	Iteration 6Q: 3 clusters Score -86655.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -86678.507812 Penalty: 2462.231689
	Iteration 7Q: 3 clusters Score -86678.51 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -86694.304688 Penalty: 2462.231689
	Iteration 8Q: 3 clusters Score -86694.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -86705.828125 Penalty: 2462.231689
	Iteration 9Q: 3 clusters Score -86705.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -86710.093750 Penalty: 2462.231689
	Iteration 10Q: 3 clusters Score -86710.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -86713.367188 Penalty: 2462.231689
	Iteration 11Q: 3 clusters Score -86713.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -86717.382812 Penalty: 2462.231689
	Iteration 12Q: 3 clusters Score -86717.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -86720.851562 Penalty: 2462.231689
	Iteration 13Q: 3 clusters Score -86720.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -86723.140625 Penalty: 2462.231689
	Iteration 14Q: 3 clusters Score -86723.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -86723.742188 Penalty: 2462.231689
	Iteration 15Q: 3 clusters Score -86723.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -86723.789062 Penalty: 2462.231689
	Iteration 16Q: 3 clusters Score -86723.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -86723.789062 Penalty: 2462.231689
	Iteration 17F: 3 clusters Score -86723.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (151842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151842 members 
Entering Unmasked Estep 
Score: -8047570.500000 Penalty: 1938.721802
	Iteration 0F: 2 clusters Score -8047570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76135 members 
Mstep: Class 2 contains 75707 members 
Entering Unmasked Estep 
Score: -7945592.000000 Penalty: 3877.443604
	Iteration 0F: 3 clusters Score -7945592 nChanged 73206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79503 members 
Mstep: Class 2 contains 72339 members 
Entering Unmasked Estep 
Score: -7988866.500000 Penalty: 3877.443604
	Iteration 1F: 3 clusters Score -7988866 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81771 members 
Mstep: Class 2 contains 70071 members 
Entering Unmasked Estep 
Score: -7990128.000000 Penalty: 3877.443604
	Iteration 2Q: 3 clusters Score -7990128 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85091 members 
Mstep: Class 2 contains 66751 members 
Entering Unmasked Estep 
Score: -7991701.500000 Penalty: 3877.443604
	Iteration 3Q: 3 clusters Score -7991702 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89948 members 
Mstep: Class 2 contains 61894 members 
Entering Unmasked Estep 
Score: -7994208.000000 Penalty: 3877.443604
	Iteration 4Q: 3 clusters Score -7994208 nChanged 7440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96910 members 
Mstep: Class 2 contains 54932 members 
Entering Unmasked Estep 
Score: -7998415.500000 Penalty: 3877.443604
	Iteration 5Q: 3 clusters Score -7998416 nChanged 9661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106365 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -8004992.500000 Penalty: 3877.443604
	Iteration 6F: 3 clusters Score -8004992 nChanged 11861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118150 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -8014493.500000 Penalty: 3877.443604
	Iteration 7F: 3 clusters Score -8014494 nChanged 12683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130805 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -8026149.000000 Penalty: 3877.443604
	Iteration 8F: 3 clusters Score -8026149 nChanged 10567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141358 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -8036261.500000 Penalty: 3877.443604
	Iteration 9F: 3 clusters Score -8036262 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147705 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -8042184.500000 Penalty: 3877.443604
	Iteration 10Q: 3 clusters Score -8042184 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150388 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -8044523.000000 Penalty: 3877.443604
	Iteration 11Q: 3 clusters Score -8044523 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151275 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8045386.000000 Penalty: 3877.443604
	Iteration 12Q: 3 clusters Score -8045386 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151506 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8045645.000000 Penalty: 3877.443604
	Iteration 13Q: 3 clusters Score -8045645 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151583 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -8045737.500000 Penalty: 3877.443604
	Iteration 14Q: 3 clusters Score -8045738 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151612 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -8045766.000000 Penalty: 3877.443604
	Iteration 15Q: 3 clusters Score -8045766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151624 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -8045792.500000 Penalty: 3877.443604
	Iteration 16Q: 3 clusters Score -8045792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151623 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -8045794.000000 Penalty: 3877.443604
	Iteration 17Q: 3 clusters Score -8045794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151627 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8045807.500000 Penalty: 3877.443604
	Iteration 18Q: 3 clusters Score -8045808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151623 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -8045821.000000 Penalty: 3877.443604
	Iteration 19Q: 3 clusters Score -8045821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151625 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8045828.000000 Penalty: 3877.443604
	Iteration 20F: 3 clusters Score -8045828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151626 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -8045846.000000 Penalty: 3877.443604
	Iteration 21Q: 3 clusters Score -8045846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151625 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8045842.000000 Penalty: 3877.443604
	Iteration 22Q: 3 clusters Score -8045842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151624 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -8045842.000000 Penalty: 3877.443604
	Iteration 23Q: 3 clusters Score -8045842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151624 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -8045842.000000 Penalty: 3877.443604
	Iteration 24F: 3 clusters Score -8045842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Entering Unmasked Estep 
Score: -1539068.125000 Penalty: 1669.213257
	Iteration 0F: 2 clusters Score -1539068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -1519553.750000 Penalty: 3338.426514
	Iteration 0F: 3 clusters Score -1519554 nChanged 13286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -1526980.750000 Penalty: 3338.426514
	Iteration 1F: 3 clusters Score -1526981 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -1527431.875000 Penalty: 3338.426514
	Iteration 2Q: 3 clusters Score -1527432 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -1527948.500000 Penalty: 3338.426514
	Iteration 3Q: 3 clusters Score -1527948 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -1528564.000000 Penalty: 3338.426514
	Iteration 4Q: 3 clusters Score -1528564 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -1529337.750000 Penalty: 3338.426514
	Iteration 5F: 3 clusters Score -1529338 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -1530265.500000 Penalty: 3338.426514
	Iteration 6F: 3 clusters Score -1530266 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -1531440.000000 Penalty: 3338.426514
	Iteration 7F: 3 clusters Score -1531440 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -1532644.750000 Penalty: 3338.426514
	Iteration 8F: 3 clusters Score -1532645 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -1533648.875000 Penalty: 3338.426514
	Iteration 9F: 3 clusters Score -1533649 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -1534334.000000 Penalty: 3338.426514
	Iteration 10Q: 3 clusters Score -1534334 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -1534687.375000 Penalty: 3338.426514
	Iteration 11Q: 3 clusters Score -1534687 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -1534900.500000 Penalty: 3338.426514
	Iteration 12Q: 3 clusters Score -1534900 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -1535057.250000 Penalty: 3338.426514
	Iteration 13Q: 3 clusters Score -1535057 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -1535178.750000 Penalty: 3338.426514
	Iteration 14Q: 3 clusters Score -1535179 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -1535294.125000 Penalty: 3338.426514
	Iteration 15Q: 3 clusters Score -1535294 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -1535404.375000 Penalty: 3338.426514
	Iteration 16Q: 3 clusters Score -1535404 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -1535515.375000 Penalty: 3338.426514
	Iteration 17Q: 3 clusters Score -1535515 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -1535636.375000 Penalty: 3338.426514
	Iteration 18Q: 3 clusters Score -1535636 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -1535769.375000 Penalty: 3338.426514
	Iteration 19Q: 3 clusters Score -1535769 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -1535882.000000 Penalty: 3338.426514
	Iteration 20F: 3 clusters Score -1535882 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -1535983.250000 Penalty: 3338.426514
	Iteration 21Q: 3 clusters Score -1535983 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -1536079.375000 Penalty: 3338.426514
	Iteration 22Q: 3 clusters Score -1536079 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -1536173.875000 Penalty: 3338.426514
	Iteration 23Q: 3 clusters Score -1536174 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -1536260.500000 Penalty: 3338.426514
	Iteration 24Q: 3 clusters Score -1536260 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -1536355.500000 Penalty: 3338.426514
	Iteration 25Q: 3 clusters Score -1536356 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -1536452.375000 Penalty: 3338.426514
	Iteration 26Q: 3 clusters Score -1536452 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -1536562.125000 Penalty: 3338.426514
	Iteration 27Q: 3 clusters Score -1536562 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -1536662.875000 Penalty: 3338.426514
	Iteration 28Q: 3 clusters Score -1536663 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -1536776.625000 Penalty: 3338.426514
	Iteration 29Q: 3 clusters Score -1536777 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -1536871.125000 Penalty: 3338.426514
	Iteration 30Q: 3 clusters Score -1536871 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -1536955.125000 Penalty: 3338.426514
	Iteration 31Q: 3 clusters Score -1536955 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -1537054.750000 Penalty: 3338.426514
	Iteration 32Q: 3 clusters Score -1537055 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -1537134.500000 Penalty: 3338.426514
	Iteration 33Q: 3 clusters Score -1537134 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -1537209.500000 Penalty: 3338.426514
	Iteration 34Q: 3 clusters Score -1537210 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -1537256.125000 Penalty: 3338.426514
	Iteration 35Q: 3 clusters Score -1537256 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -1537312.750000 Penalty: 3338.426514
	Iteration 36Q: 3 clusters Score -1537313 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -1537367.875000 Penalty: 3338.426514
	Iteration 37Q: 3 clusters Score -1537368 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -1537415.250000 Penalty: 3338.426514
	Iteration 38Q: 3 clusters Score -1537415 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -1537461.250000 Penalty: 3338.426514
	Iteration 39Q: 3 clusters Score -1537461 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -1537509.375000 Penalty: 3338.426514
	Iteration 40F: 3 clusters Score -1537509 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -1537553.625000 Penalty: 3338.426514
	Iteration 41Q: 3 clusters Score -1537554 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -1537587.750000 Penalty: 3338.426514
	Iteration 42Q: 3 clusters Score -1537588 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -1537608.750000 Penalty: 3338.426514
	Iteration 43Q: 3 clusters Score -1537609 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -1537640.125000 Penalty: 3338.426514
	Iteration 44Q: 3 clusters Score -1537640 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -1537656.250000 Penalty: 3338.426514
	Iteration 45Q: 3 clusters Score -1537656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -1537674.250000 Penalty: 3338.426514
	Iteration 46Q: 3 clusters Score -1537674 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -1537697.750000 Penalty: 3338.426514
	Iteration 47Q: 3 clusters Score -1537698 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -1537708.750000 Penalty: 3338.426514
	Iteration 48Q: 3 clusters Score -1537709 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -1537720.875000 Penalty: 3338.426514
	Iteration 49Q: 3 clusters Score -1537721 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -1537731.250000 Penalty: 3338.426514
	Iteration 50Q: 3 clusters Score -1537731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -1537735.500000 Penalty: 3338.426514
	Iteration 51Q: 3 clusters Score -1537736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -1537741.375000 Penalty: 3338.426514
	Iteration 52Q: 3 clusters Score -1537741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -1537749.500000 Penalty: 3338.426514
	Iteration 53Q: 3 clusters Score -1537750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -1537753.250000 Penalty: 3338.426514
	Iteration 54Q: 3 clusters Score -1537753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -1537755.125000 Penalty: 3338.426514
	Iteration 55Q: 3 clusters Score -1537755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -1537754.750000 Penalty: 3338.426514
	Iteration 56Q: 3 clusters Score -1537755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -1537756.500000 Penalty: 3338.426514
	Iteration 57Q: 3 clusters Score -1537756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -1537760.125000 Penalty: 3338.426514
	Iteration 58Q: 3 clusters Score -1537760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -1537762.000000 Penalty: 3338.426514
	Iteration 59Q: 3 clusters Score -1537762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -1537767.875000 Penalty: 3338.426514
	Iteration 60F: 3 clusters Score -1537768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -1537771.125000 Penalty: 3338.426514
	Iteration 61Q: 3 clusters Score -1537771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -1537778.625000 Penalty: 3338.426514
	Iteration 62Q: 3 clusters Score -1537779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -1537780.250000 Penalty: 3338.426514
	Iteration 63Q: 3 clusters Score -1537780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -1537780.750000 Penalty: 3338.426514
	Iteration 64Q: 3 clusters Score -1537781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -1537784.500000 Penalty: 3338.426514
	Iteration 65Q: 3 clusters Score -1537784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -1537787.250000 Penalty: 3338.426514
	Iteration 66Q: 3 clusters Score -1537787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -1537791.000000 Penalty: 3338.426514
	Iteration 67Q: 3 clusters Score -1537791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -1537796.125000 Penalty: 3338.426514
	Iteration 68Q: 3 clusters Score -1537796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -1537797.250000 Penalty: 3338.426514
	Iteration 69Q: 3 clusters Score -1537797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -1537801.750000 Penalty: 3338.426514
	Iteration 70Q: 3 clusters Score -1537802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -1537801.875000 Penalty: 3338.426514
	Iteration 71Q: 3 clusters Score -1537802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -1537802.750000 Penalty: 3338.426514
	Iteration 72Q: 3 clusters Score -1537803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -1537802.250000 Penalty: 3338.426514
	Iteration 73Q: 3 clusters Score -1537802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -1537802.250000 Penalty: 3338.426514
	Iteration 74Q: 3 clusters Score -1537802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -1537804.625000 Penalty: 3338.426514
	Iteration 75Q: 3 clusters Score -1537805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -1537805.125000 Penalty: 3338.426514
	Iteration 76Q: 3 clusters Score -1537805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -1537805.125000 Penalty: 3338.426514
	Iteration 77F: 3 clusters Score -1537805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Entering Unmasked Estep 
Score: -122628.859375 Penalty: 1284.933594
	Iteration 0F: 2 clusters Score -122628.9 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 1317 members 
Entering Unmasked Estep 
Score: -120132.031250 Penalty: 2569.867188
	Iteration 0F: 3 clusters Score -120132 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -120882.937500 Penalty: 2569.867188
	Iteration 1F: 3 clusters Score -120882.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -121143.843750 Penalty: 2569.867188
	Iteration 2F: 3 clusters Score -121143.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -121284.867188 Penalty: 2569.867188
	Iteration 3F: 3 clusters Score -121284.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -121384.882812 Penalty: 2569.867188
	Iteration 4F: 3 clusters Score -121384.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -121451.710938 Penalty: 2569.867188
	Iteration 5Q: 3 clusters Score -121451.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -121503.390625 Penalty: 2569.867188
	Iteration 6Q: 3 clusters Score -121503.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -121548.734375 Penalty: 2569.867188
	Iteration 7Q: 3 clusters Score -121548.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -121588.500000 Penalty: 2569.867188
	Iteration 8Q: 3 clusters Score -121588.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -121625.273438 Penalty: 2569.867188
	Iteration 9Q: 3 clusters Score -121625.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -121665.468750 Penalty: 2569.867188
	Iteration 10Q: 3 clusters Score -121665.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -121700.500000 Penalty: 2569.867188
	Iteration 11Q: 3 clusters Score -121700.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -121732.656250 Penalty: 2569.867188
	Iteration 12Q: 3 clusters Score -121732.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -121763.843750 Penalty: 2569.867188
	Iteration 13Q: 3 clusters Score -121763.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -121789.234375 Penalty: 2569.867188
	Iteration 14Q: 3 clusters Score -121789.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -121815.203125 Penalty: 2569.867188
	Iteration 15Q: 3 clusters Score -121815.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -121837.015625 Penalty: 2569.867188
	Iteration 16Q: 3 clusters Score -121837 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -121858.609375 Penalty: 2569.867188
	Iteration 17Q: 3 clusters Score -121858.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -121872.375000 Penalty: 2569.867188
	Iteration 18Q: 3 clusters Score -121872.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -121878.046875 Penalty: 2569.867188
	Iteration 19Q: 3 clusters Score -121878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -121887.398438 Penalty: 2569.867188
	Iteration 20F: 3 clusters Score -121887.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -121900.523438 Penalty: 2569.867188
	Iteration 21Q: 3 clusters Score -121900.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -121906.664062 Penalty: 2569.867188
	Iteration 22Q: 3 clusters Score -121906.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -121909.679688 Penalty: 2569.867188
	Iteration 23Q: 3 clusters Score -121909.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -121912.507812 Penalty: 2569.867188
	Iteration 24Q: 3 clusters Score -121912.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -121916.062500 Penalty: 2569.867188
	Iteration 25Q: 3 clusters Score -121916.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -121919.421875 Penalty: 2569.867188
	Iteration 26Q: 3 clusters Score -121919.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -121924.750000 Penalty: 2569.867188
	Iteration 27Q: 3 clusters Score -121924.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -121926.875000 Penalty: 2569.867188
	Iteration 28Q: 3 clusters Score -121926.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -121929.789062 Penalty: 2569.867188
	Iteration 29Q: 3 clusters Score -121929.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -121931.781250 Penalty: 2569.867188
	Iteration 30Q: 3 clusters Score -121931.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -121934.625000 Penalty: 2569.867188
	Iteration 31Q: 3 clusters Score -121934.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -121936.203125 Penalty: 2569.867188
	Iteration 32Q: 3 clusters Score -121936.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -121936.203125 Penalty: 2569.867188
	Iteration 33F: 3 clusters Score -121936.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (195998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195998 members 
Entering Unmasked Estep 
Score: -9869848.000000 Penalty: 1980.202148
	Iteration 0F: 2 clusters Score -9869848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97779 members 
Mstep: Class 2 contains 98219 members 
Entering Unmasked Estep 
Score: -9738063.000000 Penalty: 3960.404297
	Iteration 0F: 3 clusters Score -9738063 nChanged 94874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92443 members 
Mstep: Class 2 contains 103555 members 
Entering Unmasked Estep 
Score: -9794658.000000 Penalty: 3960.404297
	Iteration 1F: 3 clusters Score -9794658 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88783 members 
Mstep: Class 2 contains 107215 members 
Entering Unmasked Estep 
Score: -9796318.000000 Penalty: 3960.404297
	Iteration 2Q: 3 clusters Score -9796318 nChanged 7628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83185 members 
Mstep: Class 2 contains 112813 members 
Entering Unmasked Estep 
Score: -9798991.000000 Penalty: 3960.404297
	Iteration 3Q: 3 clusters Score -9798991 nChanged 10134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74627 members 
Mstep: Class 2 contains 121371 members 
Entering Unmasked Estep 
Score: -9804033.000000 Penalty: 3960.404297
	Iteration 4F: 3 clusters Score -9804033 nChanged 13663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62258 members 
Mstep: Class 2 contains 133740 members 
Entering Unmasked Estep 
Score: -9813018.000000 Penalty: 3960.404297
	Iteration 5F: 3 clusters Score -9813018 nChanged 16688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46460 members 
Mstep: Class 2 contains 149538 members 
Entering Unmasked Estep 
Score: -9826914.000000 Penalty: 3960.404297
	Iteration 6F: 3 clusters Score -9826914 nChanged 17029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 166063 members 
Entering Unmasked Estep 
Score: -9843159.000000 Penalty: 3960.404297
	Iteration 7F: 3 clusters Score -9843159 nChanged 13127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 179044 members 
Entering Unmasked Estep 
Score: -9856390.000000 Penalty: 3960.404297
	Iteration 8F: 3 clusters Score -9856390 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 186360 members 
Entering Unmasked Estep 
Score: -9864053.000000 Penalty: 3960.404297
	Iteration 9Q: 3 clusters Score -9864053 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 189435 members 
Entering Unmasked Estep 
Score: -9867643.000000 Penalty: 3960.404297
	Iteration 10Q: 3 clusters Score -9867643 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 190665 members 
Entering Unmasked Estep 
Score: -9868962.000000 Penalty: 3960.404297
	Iteration 11Q: 3 clusters Score -9868962 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 191280 members 
Entering Unmasked Estep 
Score: -9869419.000000 Penalty: 3960.404297
	Iteration 12Q: 3 clusters Score -9869419 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 191667 members 
Entering Unmasked Estep 
Score: -9869622.000000 Penalty: 3960.404297
	Iteration 13Q: 3 clusters Score -9869622 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 191951 members 
Entering Unmasked Estep 
Score: -9869701.000000 Penalty: 3960.404297
	Iteration 14Q: 3 clusters Score -9869701 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 192153 members 
Entering Unmasked Estep 
Score: -9869781.000000 Penalty: 3960.404297
	Iteration 15Q: 3 clusters Score -9869781 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 192289 members 
Entering Unmasked Estep 
Score: -9869808.000000 Penalty: 3960.404297
	Iteration 16Q: 3 clusters Score -9869808 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 192398 members 
Entering Unmasked Estep 
Score: -9869815.000000 Penalty: 3960.404297
	Iteration 17Q: 3 clusters Score -9869815 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 192472 members 
Entering Unmasked Estep 
Score: -9869811.000000 Penalty: 3960.404297
	Iteration 18Q: 3 clusters Score -9869811 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 192531 members 
Entering Unmasked Estep 
Score: -9869816.000000 Penalty: 3960.404297
	Iteration 19Q: 3 clusters Score -9869816 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 192570 members 
Entering Unmasked Estep 
Score: -9869819.000000 Penalty: 3960.404297
	Iteration 20F: 3 clusters Score -9869819 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 192603 members 
Entering Unmasked Estep 
Score: -9869827.000000 Penalty: 3960.404297
	Iteration 21Q: 3 clusters Score -9869827 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 192636 members 
Entering Unmasked Estep 
Score: -9869846.000000 Penalty: 3960.404297
	Iteration 22Q: 3 clusters Score -9869846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 192659 members 
Entering Unmasked Estep 
Score: -9869844.000000 Penalty: 3960.404297
	Iteration 23Q: 3 clusters Score -9869844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 192676 members 
Entering Unmasked Estep 
Score: -9869856.000000 Penalty: 3960.404297
	Iteration 24Q: 3 clusters Score -9869856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 192693 members 
Entering Unmasked Estep 
Score: -9869847.000000 Penalty: 3960.404297
	Iteration 25Q: 3 clusters Score -9869847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 192707 members 
Entering Unmasked Estep 
Score: -9869848.000000 Penalty: 3960.404297
	Iteration 26Q: 3 clusters Score -9869848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 192721 members 
Entering Unmasked Estep 
Score: -9869850.000000 Penalty: 3960.404297
	Iteration 27Q: 3 clusters Score -9869850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 192736 members 
Entering Unmasked Estep 
Score: -9869863.000000 Penalty: 3960.404297
	Iteration 28Q: 3 clusters Score -9869863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 192746 members 
Entering Unmasked Estep 
Score: -9869859.000000 Penalty: 3960.404297
	Iteration 29Q: 3 clusters Score -9869859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 192753 members 
Entering Unmasked Estep 
Score: -9869866.000000 Penalty: 3960.404297
	Iteration 30Q: 3 clusters Score -9869866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 192765 members 
Entering Unmasked Estep 
Score: -9869853.000000 Penalty: 3960.404297
	Iteration 31Q: 3 clusters Score -9869853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 192776 members 
Entering Unmasked Estep 
Score: -9869858.000000 Penalty: 3960.404297
	Iteration 32Q: 3 clusters Score -9869858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 192783 members 
Entering Unmasked Estep 
Score: -9869863.000000 Penalty: 3960.404297
	Iteration 33Q: 3 clusters Score -9869863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 192792 members 
Entering Unmasked Estep 
Score: -9869871.000000 Penalty: 3960.404297
	Iteration 34Q: 3 clusters Score -9869871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 192797 members 
Entering Unmasked Estep 
Score: -9869869.000000 Penalty: 3960.404297
	Iteration 35Q: 3 clusters Score -9869869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 192807 members 
Entering Unmasked Estep 
Score: -9869874.000000 Penalty: 3960.404297
	Iteration 36Q: 3 clusters Score -9869874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 192816 members 
Entering Unmasked Estep 
Score: -9869882.000000 Penalty: 3960.404297
	Iteration 37Q: 3 clusters Score -9869882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 192820 members 
Entering Unmasked Estep 
Score: -9869874.000000 Penalty: 3960.404297
	Iteration 38Q: 3 clusters Score -9869874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 192822 members 
Entering Unmasked Estep 
Score: -9869884.000000 Penalty: 3960.404297
	Iteration 39Q: 3 clusters Score -9869884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 192824 members 
Entering Unmasked Estep 
Score: -9869879.000000 Penalty: 3960.404297
	Iteration 40F: 3 clusters Score -9869879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 192825 members 
Entering Unmasked Estep 
Score: -9869884.000000 Penalty: 3960.404297
	Iteration 41Q: 3 clusters Score -9869884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 192825 members 
Entering Unmasked Estep 
Score: -9869884.000000 Penalty: 3960.404297
	Iteration 42F: 3 clusters Score -9869884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 192825 members 
Mstep: Class 4 contains 9223 members 
Mstep: Class 7 contains 33700 members 
Mstep: Class 8 contains 11633 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 12 contains 41034 members 
Mstep: Class 13 contains 45965 members 
Mstep: Class 14 contains 4700 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 151842 members 
Mstep: Class 19 contains 28914 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 3173 members 
Mstep: Class 22 contains 9713 members 
Entering Unmasked Estep 
Score: -29090224.000000 Penalty: 34534.289062
Splitting cluster 21 changes total score from -29090400.000000 to -29090224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (9713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Entering Unmasked Estep 
Score: -497520.375000 Penalty: 1491.948242
	Iteration 0F: 2 clusters Score -497520.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -490613.750000 Penalty: 2983.896484
	Iteration 0F: 3 clusters Score -490613.8 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -492750.031250 Penalty: 2983.896484
	Iteration 1F: 3 clusters Score -492750 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -493042.031250 Penalty: 2983.896484
	Iteration 2F: 3 clusters Score -493042 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -493309.843750 Penalty: 2983.896484
	Iteration 3F: 3 clusters Score -493309.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -493564.031250 Penalty: 2983.896484
	Iteration 4F: 3 clusters Score -493564 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -493815.093750 Penalty: 2983.896484
	Iteration 5Q: 3 clusters Score -493815.1 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -494058.562500 Penalty: 2983.896484
	Iteration 6F: 3 clusters Score -494058.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -494245.625000 Penalty: 2983.896484
	Iteration 7Q: 3 clusters Score -494245.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -494411.937500 Penalty: 2983.896484
	Iteration 8Q: 3 clusters Score -494411.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -494582.062500 Penalty: 2983.896484
	Iteration 9Q: 3 clusters Score -494582.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -494761.781250 Penalty: 2983.896484
	Iteration 10Q: 3 clusters Score -494761.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -494930.687500 Penalty: 2983.896484
	Iteration 11Q: 3 clusters Score -494930.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -495083.968750 Penalty: 2983.896484
	Iteration 12Q: 3 clusters Score -495084 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -495236.625000 Penalty: 2983.896484
	Iteration 13Q: 3 clusters Score -495236.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -495415.437500 Penalty: 2983.896484
	Iteration 14Q: 3 clusters Score -495415.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -495602.781250 Penalty: 2983.896484
	Iteration 15Q: 3 clusters Score -495602.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -495802.312500 Penalty: 2983.896484
	Iteration 16Q: 3 clusters Score -495802.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -495987.875000 Penalty: 2983.896484
	Iteration 17Q: 3 clusters Score -495987.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -496159.843750 Penalty: 2983.896484
	Iteration 18Q: 3 clusters Score -496159.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -496282.906250 Penalty: 2983.896484
	Iteration 19Q: 3 clusters Score -496282.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -496363.468750 Penalty: 2983.896484
	Iteration 20F: 3 clusters Score -496363.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -496420.156250 Penalty: 2983.896484
	Iteration 21Q: 3 clusters Score -496420.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -496456.656250 Penalty: 2983.896484
	Iteration 22Q: 3 clusters Score -496456.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -496480.187500 Penalty: 2983.896484
	Iteration 23Q: 3 clusters Score -496480.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -496494.250000 Penalty: 2983.896484
	Iteration 24Q: 3 clusters Score -496494.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -496503.187500 Penalty: 2983.896484
	Iteration 25Q: 3 clusters Score -496503.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -496514.687500 Penalty: 2983.896484
	Iteration 26Q: 3 clusters Score -496514.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -496522.250000 Penalty: 2983.896484
	Iteration 27Q: 3 clusters Score -496522.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -496530.187500 Penalty: 2983.896484
	Iteration 28Q: 3 clusters Score -496530.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -496532.531250 Penalty: 2983.896484
	Iteration 29Q: 3 clusters Score -496532.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -496534.812500 Penalty: 2983.896484
	Iteration 30Q: 3 clusters Score -496534.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -496536.125000 Penalty: 2983.896484
	Iteration 31Q: 3 clusters Score -496536.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -496536.281250 Penalty: 2983.896484
	Iteration 32Q: 3 clusters Score -496536.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -496537.718750 Penalty: 2983.896484
	Iteration 33Q: 3 clusters Score -496537.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -496537.718750 Penalty: 2983.896484
	Iteration 34F: 3 clusters Score -496537.7 nChanged 0
--- Evaluating fit on full set of 1760365 points ---
Entering Unmasked Estep 
Score: -87301640.000000 Penalty: 35053.765625
23->16 Clusters: Score -87301640.000000, best is -87316160.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 586788 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 25394 members 
Mstep: Class 3 contains 25605 members 
Mstep: Class 4 contains 25551 members 
Mstep: Class 5 contains 25715 members 
Mstep: Class 6 contains 25485 members 
Mstep: Class 7 contains 25358 members 
Mstep: Class 8 contains 25498 members 
Mstep: Class 9 contains 25573 members 
Mstep: Class 10 contains 25416 members 
Mstep: Class 11 contains 25714 members 
Mstep: Class 12 contains 25196 members 
Mstep: Class 13 contains 25746 members 
Mstep: Class 14 contains 25655 members 
Mstep: Class 15 contains 25639 members 
Mstep: Class 16 contains 25375 members 
Mstep: Class 17 contains 25627 members 
Mstep: Class 18 contains 25343 members 
Mstep: Class 19 contains 25665 members 
Mstep: Class 20 contains 25428 members 
Mstep: Class 21 contains 25400 members 
Mstep: Class 22 contains 25459 members 
Mstep: Class 23 contains 25454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 624.825195 but Gain 2158.394531
Score: -26805840.000000 Penalty: 47484.648438
Iteration 0F: 23 clusters Score -2.680584e+07 nChanged 555915
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 27491 members 
Mstep: Class 3 contains 18758 members 
Mstep: Class 4 contains 34531 members 
Mstep: Class 5 contains 23735 members 
Mstep: Class 6 contains 23976 members 
Mstep: Class 7 contains 18504 members 
Mstep: Class 9 contains 21980 members 
Mstep: Class 10 contains 23146 members 
Mstep: Class 11 contains 27982 members 
Mstep: Class 12 contains 32932 members 
Mstep: Class 13 contains 33461 members 
Mstep: Class 14 contains 31044 members 
Mstep: Class 15 contains 28133 members 
Mstep: Class 16 contains 22792 members 
Mstep: Class 17 contains 20664 members 
Mstep: Class 18 contains 24031 members 
Mstep: Class 19 contains 30558 members 
Mstep: Class 20 contains 37729 members 
Mstep: Class 21 contains 27198 members 
Mstep: Class 22 contains 20797 members 
Mstep: Class 23 contains 27546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28126824.000000 Penalty: 47484.648438
Iteration 1F: 23 clusters Score -2.812682e+07 nChanged 159716
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 27876 members 
Mstep: Class 3 contains 15674 members 
Mstep: Class 4 contains 44658 members 
Mstep: Class 5 contains 23668 members 
Mstep: Class 6 contains 23431 members 
Mstep: Class 7 contains 14047 members 
Mstep: Class 9 contains 19323 members 
Mstep: Class 10 contains 21259 members 
Mstep: Class 11 contains 23046 members 
Mstep: Class 12 contains 37693 members 
Mstep: Class 13 contains 37981 members 
Mstep: Class 14 contains 36484 members 
Mstep: Class 15 contains 27761 members 
Mstep: Class 16 contains 20083 members 
Mstep: Class 17 contains 18091 members 
Mstep: Class 18 contains 24472 members 
Mstep: Class 19 contains 28462 members 
Mstep: Class 20 contains 42804 members 
Mstep: Class 21 contains 24023 members 
Mstep: Class 22 contains 17135 members 
Mstep: Class 23 contains 30843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28338300.000000 Penalty: 47484.648438
Iteration 2F: 23 clusters Score -2.83383e+07 nChanged 134742
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 25858 members 
Mstep: Class 3 contains 12836 members 
Mstep: Class 4 contains 55496 members 
Mstep: Class 5 contains 24586 members 
Mstep: Class 6 contains 25374 members 
Mstep: Class 7 contains 11677 members 
Mstep: Class 9 contains 15500 members 
Mstep: Class 10 contains 22686 members 
Mstep: Class 11 contains 19880 members 
Mstep: Class 12 contains 37435 members 
Mstep: Class 13 contains 38727 members 
Mstep: Class 14 contains 41207 members 
Mstep: Class 15 contains 26117 members 
Mstep: Class 16 contains 16222 members 
Mstep: Class 17 contains 17367 members 
Mstep: Class 18 contains 22941 members 
Mstep: Class 19 contains 30694 members 
Mstep: Class 20 contains 47607 members 
Mstep: Class 21 contains 19379 members 
Mstep: Class 22 contains 15181 members 
Mstep: Class 23 contains 34351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28491796.000000 Penalty: 47484.648438
Iteration 3F: 23 clusters Score -2.84918e+07 nChanged 114363
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 21868 members 
Mstep: Class 3 contains 10441 members 
Mstep: Class 4 contains 64530 members 
Mstep: Class 5 contains 25891 members 
Mstep: Class 6 contains 29472 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 9 contains 11252 members 
Mstep: Class 10 contains 28625 members 
Mstep: Class 11 contains 18245 members 
Mstep: Class 12 contains 32987 members 
Mstep: Class 13 contains 36362 members 
Mstep: Class 14 contains 42983 members 
Mstep: Class 15 contains 23388 members 
Mstep: Class 16 contains 12784 members 
Mstep: Class 17 contains 18507 members 
Mstep: Class 18 contains 19733 members 
Mstep: Class 19 contains 36981 members 
Mstep: Class 20 contains 56480 members 
Mstep: Class 21 contains 14154 members 
Mstep: Class 22 contains 13825 members 
Mstep: Class 23 contains 34721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28605854.000000 Penalty: 47484.648438
Iteration 4F: 23 clusters Score -2.860585e+07 nChanged 100154
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 17046 members 
Mstep: Class 3 contains 8461 members 
Mstep: Class 4 contains 72071 members 
Mstep: Class 5 contains 27458 members 
Mstep: Class 6 contains 34469 members 
Mstep: Class 7 contains 8177 members 
Mstep: Class 9 contains 7783 members 
Mstep: Class 10 contains 35885 members 
Mstep: Class 11 contains 16669 members 
Mstep: Class 12 contains 26552 members 
Mstep: Class 13 contains 32490 members 
Mstep: Class 14 contains 42667 members 
Mstep: Class 15 contains 19792 members 
Mstep: Class 16 contains 9376 members 
Mstep: Class 17 contains 21972 members 
Mstep: Class 18 contains 15556 members 
Mstep: Class 19 contains 44566 members 
Mstep: Class 20 contains 68081 members 
Mstep: Class 21 contains 9795 members 
Mstep: Class 22 contains 12390 members 
Mstep: Class 23 contains 33286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28691544.000000 Penalty: 47484.648438
Iteration 5F: 23 clusters Score -2.869154e+07 nChanged 87426
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 12359 members 
Mstep: Class 3 contains 6948 members 
Mstep: Class 4 contains 78762 members 
Mstep: Class 5 contains 28847 members 
Mstep: Class 6 contains 40167 members 
Mstep: Class 7 contains 6451 members 
Mstep: Class 9 contains 5479 members 
Mstep: Class 10 contains 41591 members 
Mstep: Class 11 contains 15162 members 
Mstep: Class 12 contains 19824 members 
Mstep: Class 13 contains 28013 members 
Mstep: Class 14 contains 40359 members 
Mstep: Class 15 contains 15572 members 
Mstep: Class 16 contains 6200 members 
Mstep: Class 17 contains 27375 members 
Mstep: Class 18 contains 11222 members 
Mstep: Class 19 contains 52036 members 
Mstep: Class 20 contains 79940 members 
Mstep: Class 21 contains 6845 members 
Mstep: Class 22 contains 10611 members 
Mstep: Class 23 contains 31530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28760688.000000 Penalty: 47484.648438
Iteration 6F: 23 clusters Score -2.876069e+07 nChanged 76861
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 8407 members 
Mstep: Class 3 contains 5840 members 
Mstep: Class 4 contains 85400 members 
Mstep: Class 5 contains 29644 members 
Mstep: Class 6 contains 46855 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 9 contains 4001 members 
Mstep: Class 10 contains 45595 members 
Mstep: Class 11 contains 14039 members 
Mstep: Class 12 contains 13647 members 
Mstep: Class 13 contains 23006 members 
Mstep: Class 14 contains 36297 members 
Mstep: Class 15 contains 11326 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 33272 members 
Mstep: Class 18 contains 7350 members 
Mstep: Class 19 contains 58710 members 
Mstep: Class 20 contains 90516 members 
Mstep: Class 21 contains 4854 members 
Mstep: Class 22 contains 8847 members 
Mstep: Class 23 contains 29335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1651.243530 but Gain 2158.394531
Score: -28819298.000000 Penalty: 45326.253906
Iteration 7F: 22 clusters Score -2.88193e+07 nChanged 68778
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 5371 members 
Mstep: Class 3 contains 5067 members 
Mstep: Class 4 contains 92333 members 
Mstep: Class 5 contains 30068 members 
Mstep: Class 6 contains 54548 members 
Mstep: Class 7 contains 3580 members 
Mstep: Class 9 contains 3073 members 
Mstep: Class 10 contains 48978 members 
Mstep: Class 11 contains 13174 members 
Mstep: Class 12 contains 8685 members 
Mstep: Class 13 contains 17584 members 
Mstep: Class 14 contains 31054 members 
Mstep: Class 15 contains 7628 members 
Mstep: Class 17 contains 38707 members 
Mstep: Class 18 contains 4555 members 
Mstep: Class 19 contains 64219 members 
Mstep: Class 20 contains 98488 members 
Mstep: Class 21 contains 3437 members 
Mstep: Class 22 contains 7385 members 
Mstep: Class 23 contains 26714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28872094.000000 Penalty: 45326.253906
Iteration 8F: 22 clusters Score -2.887209e+07 nChanged 57073
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 3344 members 
Mstep: Class 3 contains 4334 members 
Mstep: Class 4 contains 99555 members 
Mstep: Class 5 contains 30149 members 
Mstep: Class 6 contains 62797 members 
Mstep: Class 7 contains 2582 members 
Mstep: Class 9 contains 2490 members 
Mstep: Class 10 contains 50204 members 
Mstep: Class 11 contains 12423 members 
Mstep: Class 12 contains 5204 members 
Mstep: Class 13 contains 12337 members 
Mstep: Class 14 contains 24802 members 
Mstep: Class 15 contains 4861 members 
Mstep: Class 17 contains 42139 members 
Mstep: Class 18 contains 2757 members 
Mstep: Class 19 contains 67984 members 
Mstep: Class 20 contains 102786 members 
Mstep: Class 21 contains 2530 members 
Mstep: Class 22 contains 5936 members 
Mstep: Class 23 contains 23760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1580.195312 but Gain 2158.390625
Score: -28913736.000000 Penalty: 43167.863281
Iteration 9F: 21 clusters Score -2.891374e+07 nChanged 49808
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 2076 members 
Mstep: Class 3 contains 3495 members 
Mstep: Class 4 contains 107244 members 
Mstep: Class 5 contains 30189 members 
Mstep: Class 6 contains 71210 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 50889 members 
Mstep: Class 11 contains 11752 members 
Mstep: Class 12 contains 2998 members 
Mstep: Class 13 contains 8316 members 
Mstep: Class 14 contains 18547 members 
Mstep: Class 15 contains 3013 members 
Mstep: Class 17 contains 44443 members 
Mstep: Class 19 contains 70159 members 
Mstep: Class 20 contains 104259 members 
Mstep: Class 21 contains 2019 members 
Mstep: Class 22 contains 4802 members 
Mstep: Class 23 contains 20981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1603.819458 but Gain 2158.394531
Score: -28948904.000000 Penalty: 41009.468750
Iteration 10F: 20 clusters Score -2.89489e+07 nChanged 40618
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 3 contains 2630 members 
Mstep: Class 4 contains 113911 members 
Mstep: Class 5 contains 30037 members 
Mstep: Class 6 contains 79201 members 
Mstep: Class 7 contains 1396 members 
Mstep: Class 9 contains 2103 members 
Mstep: Class 10 contains 51254 members 
Mstep: Class 11 contains 11200 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 5405 members 
Mstep: Class 14 contains 12462 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 17 contains 45932 members 
Mstep: Class 19 contains 71221 members 
Mstep: Class 20 contains 102652 members 
Mstep: Class 21 contains 1794 members 
Mstep: Class 22 contains 3982 members 
Mstep: Class 23 contains 18644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 999.567444 but Gain 2158.390625
Score: -28976628.000000 Penalty: 38851.078125
Iteration 11F: 19 clusters Score -2.897663e+07 nChanged 32607
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 3 contains 1850 members 
Mstep: Class 4 contains 119719 members 
Mstep: Class 5 contains 29709 members 
Mstep: Class 6 contains 86625 members 
Mstep: Class 7 contains 1084 members 
Mstep: Class 9 contains 2065 members 
Mstep: Class 10 contains 51369 members 
Mstep: Class 11 contains 10838 members 
Mstep: Class 13 contains 3515 members 
Mstep: Class 14 contains 7518 members 
Mstep: Class 15 contains 1421 members 
Mstep: Class 17 contains 46806 members 
Mstep: Class 19 contains 71109 members 
Mstep: Class 20 contains 99043 members 
Mstep: Class 21 contains 1685 members 
Mstep: Class 22 contains 3385 members 
Mstep: Class 23 contains 16834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1132.218994 but Gain 2158.394531
Score: -28997230.000000 Penalty: 36692.683594
Iteration 12F: 18 clusters Score -2.899723e+07 nChanged 25543
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 3 contains 1265 members 
Mstep: Class 4 contains 124241 members 
Mstep: Class 5 contains 29375 members 
Mstep: Class 6 contains 93155 members 
Mstep: Class 9 contains 2076 members 
Mstep: Class 10 contains 51327 members 
Mstep: Class 11 contains 10613 members 
Mstep: Class 13 contains 2367 members 
Mstep: Class 14 contains 4235 members 
Mstep: Class 15 contains 1151 members 
Mstep: Class 17 contains 47243 members 
Mstep: Class 19 contains 70271 members 
Mstep: Class 20 contains 94673 members 
Mstep: Class 21 contains 1657 members 
Mstep: Class 22 contains 2952 members 
Mstep: Class 23 contains 15524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1123.309448 but Gain 2158.394531
Score: -29011470.000000 Penalty: 34534.289062
Iteration 13Q: 17 clusters Score -2.901147e+07 nChanged 20155
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 4 contains 127578 members 
Mstep: Class 5 contains 28686 members 
Mstep: Class 6 contains 99098 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 10 contains 51150 members 
Mstep: Class 11 contains 10499 members 
Mstep: Class 13 contains 1681 members 
Mstep: Class 14 contains 2418 members 
Mstep: Class 15 contains 1048 members 
Mstep: Class 17 contains 47538 members 
Mstep: Class 19 contains 68946 members 
Mstep: Class 20 contains 90173 members 
Mstep: Class 21 contains 1683 members 
Mstep: Class 22 contains 2732 members 
Mstep: Class 23 contains 14560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1436.070679 but Gain 2158.392578
Score: -29021732.000000 Penalty: 32375.896484
Iteration 14Q: 16 clusters Score -2.902173e+07 nChanged 16849
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 4 contains 130477 members 
Mstep: Class 5 contains 27899 members 
Mstep: Class 6 contains 104895 members 
Mstep: Class 9 contains 2136 members 
Mstep: Class 10 contains 50848 members 
Mstep: Class 11 contains 10430 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 1005 members 
Mstep: Class 17 contains 47713 members 
Mstep: Class 19 contains 67397 members 
Mstep: Class 20 contains 85859 members 
Mstep: Class 21 contains 1756 members 
Mstep: Class 22 contains 2701 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1531.204834 but Gain 2158.392578
Score: -29029206.000000 Penalty: 30217.503906
Iteration 15Q: 15 clusters Score -2.902921e+07 nChanged 14527
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 4 contains 133744 members 
Mstep: Class 5 contains 27055 members 
Mstep: Class 6 contains 110042 members 
Mstep: Class 9 contains 2220 members 
Mstep: Class 10 contains 50445 members 
Mstep: Class 11 contains 10393 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 17 contains 47775 members 
Mstep: Class 19 contains 65658 members 
Mstep: Class 20 contains 81315 members 
Mstep: Class 21 contains 1811 members 
Mstep: Class 22 contains 2775 members 
Mstep: Class 23 contains 13314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1906.806030 but Gain 2158.392578
Score: -29035072.000000 Penalty: 28059.111328
Iteration 16Q: 14 clusters Score -2.903507e+07 nChanged 12836
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 4 contains 136549 members 
Mstep: Class 5 contains 26313 members 
Mstep: Class 6 contains 114922 members 
Mstep: Class 9 contains 2350 members 
Mstep: Class 10 contains 50064 members 
Mstep: Class 11 contains 10366 members 
Mstep: Class 17 contains 47748 members 
Mstep: Class 19 contains 63786 members 
Mstep: Class 20 contains 76750 members 
Mstep: Class 21 contains 2213 members 
Mstep: Class 22 contains 2963 members 
Mstep: Class 23 contains 12979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29040162.000000 Penalty: 28059.111328
Iteration 17Q: 14 clusters Score -2.904016e+07 nChanged 11332
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 4 contains 139149 members 
Mstep: Class 5 contains 25588 members 
Mstep: Class 6 contains 119474 members 
Mstep: Class 9 contains 2355 members 
Mstep: Class 10 contains 49709 members 
Mstep: Class 11 contains 10354 members 
Mstep: Class 17 contains 47677 members 
Mstep: Class 19 contains 61967 members 
Mstep: Class 20 contains 72080 members 
Mstep: Class 21 contains 2441 members 
Mstep: Class 22 contains 3195 members 
Mstep: Class 23 contains 12679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29043826.000000 Penalty: 28059.111328
Iteration 18Q: 14 clusters Score -2.904383e+07 nChanged 10779
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 4 contains 141942 members 
Mstep: Class 5 contains 24906 members 
Mstep: Class 6 contains 123749 members 
Mstep: Class 9 contains 2336 members 
Mstep: Class 10 contains 49433 members 
Mstep: Class 11 contains 10345 members 
Mstep: Class 17 contains 47612 members 
Mstep: Class 19 contains 60148 members 
Mstep: Class 20 contains 67454 members 
Mstep: Class 21 contains 2639 members 
Mstep: Class 22 contains 3456 members 
Mstep: Class 23 contains 12475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29046704.000000 Penalty: 28059.111328
Iteration 19Q: 14 clusters Score -2.90467e+07 nChanged 10289
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 4 contains 144840 members 
Mstep: Class 5 contains 24357 members 
Mstep: Class 6 contains 127894 members 
Mstep: Class 9 contains 2339 members 
Mstep: Class 10 contains 49108 members 
Mstep: Class 11 contains 10341 members 
Mstep: Class 17 contains 47553 members 
Mstep: Class 19 contains 58346 members 
Mstep: Class 20 contains 62816 members 
Mstep: Class 21 contains 2796 members 
Mstep: Class 22 contains 3749 members 
Mstep: Class 23 contains 12338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29049670.000000 Penalty: 28059.111328
Iteration 20F: 14 clusters Score -2.904967e+07 nChanged 10065
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 4 contains 147880 members 
Mstep: Class 5 contains 23896 members 
Mstep: Class 6 contains 131905 members 
Mstep: Class 9 contains 2361 members 
Mstep: Class 10 contains 48772 members 
Mstep: Class 11 contains 10335 members 
Mstep: Class 17 contains 47460 members 
Mstep: Class 19 contains 56540 members 
Mstep: Class 20 contains 58127 members 
Mstep: Class 21 contains 2935 members 
Mstep: Class 22 contains 4114 members 
Mstep: Class 23 contains 12230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29052682.000000 Penalty: 28059.111328
Iteration 21Q: 14 clusters Score -2.905268e+07 nChanged 9776
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40055 members 
Mstep: Class 4 contains 151006 members 
Mstep: Class 5 contains 23538 members 
Mstep: Class 6 contains 135794 members 
Mstep: Class 9 contains 2382 members 
Mstep: Class 10 contains 48465 members 
Mstep: Class 11 contains 10313 members 
Mstep: Class 17 contains 47362 members 
Mstep: Class 19 contains 54710 members 
Mstep: Class 20 contains 53436 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 4518 members 
Mstep: Class 23 contains 12171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29055584.000000 Penalty: 28059.111328
Iteration 22Q: 14 clusters Score -2.905558e+07 nChanged 9447
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 4 contains 154150 members 
Mstep: Class 5 contains 23243 members 
Mstep: Class 6 contains 139487 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 48121 members 
Mstep: Class 11 contains 10294 members 
Mstep: Class 17 contains 47247 members 
Mstep: Class 19 contains 53053 members 
Mstep: Class 20 contains 48752 members 
Mstep: Class 21 contains 3118 members 
Mstep: Class 22 contains 4987 members 
Mstep: Class 23 contains 12115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29058262.000000 Penalty: 28059.111328
Iteration 23Q: 14 clusters Score -2.905826e+07 nChanged 8916
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 4 contains 157114 members 
Mstep: Class 5 contains 23030 members 
Mstep: Class 6 contains 142970 members 
Mstep: Class 9 contains 2450 members 
Mstep: Class 10 contains 47759 members 
Mstep: Class 11 contains 10281 members 
Mstep: Class 17 contains 47099 members 
Mstep: Class 19 contains 51426 members 
Mstep: Class 20 contains 44408 members 
Mstep: Class 21 contains 3198 members 
Mstep: Class 22 contains 5435 members 
Mstep: Class 23 contains 12086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29061036.000000 Penalty: 28059.111328
Iteration 24Q: 14 clusters Score -2.906104e+07 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 4 contains 159882 members 
Mstep: Class 5 contains 22795 members 
Mstep: Class 6 contains 146292 members 
Mstep: Class 9 contains 2470 members 
Mstep: Class 10 contains 47406 members 
Mstep: Class 11 contains 10256 members 
Mstep: Class 17 contains 46961 members 
Mstep: Class 19 contains 49883 members 
Mstep: Class 20 contains 40372 members 
Mstep: Class 21 contains 3272 members 
Mstep: Class 22 contains 5879 members 
Mstep: Class 23 contains 12062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29063646.000000 Penalty: 28059.111328
Iteration 25Q: 14 clusters Score -2.906365e+07 nChanged 7924
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 4 contains 162421 members 
Mstep: Class 5 contains 22567 members 
Mstep: Class 6 contains 149305 members 
Mstep: Class 9 contains 2501 members 
Mstep: Class 10 contains 47074 members 
Mstep: Class 11 contains 10235 members 
Mstep: Class 17 contains 46830 members 
Mstep: Class 19 contains 48491 members 
Mstep: Class 20 contains 36759 members 
Mstep: Class 21 contains 3327 members 
Mstep: Class 22 contains 6292 members 
Mstep: Class 23 contains 12030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29065982.000000 Penalty: 28059.111328
Iteration 26Q: 14 clusters Score -2.906598e+07 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 4 contains 164750 members 
Mstep: Class 5 contains 22376 members 
Mstep: Class 6 contains 152103 members 
Mstep: Class 9 contains 2507 members 
Mstep: Class 10 contains 46772 members 
Mstep: Class 11 contains 10210 members 
Mstep: Class 17 contains 46671 members 
Mstep: Class 19 contains 47180 members 
Mstep: Class 20 contains 33516 members 
Mstep: Class 21 contains 3385 members 
Mstep: Class 22 contains 6696 members 
Mstep: Class 23 contains 12012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29067920.000000 Penalty: 28059.111328
Iteration 27Q: 14 clusters Score -2.906792e+07 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 4 contains 166899 members 
Mstep: Class 5 contains 22198 members 
Mstep: Class 6 contains 154620 members 
Mstep: Class 9 contains 2518 members 
Mstep: Class 10 contains 46474 members 
Mstep: Class 11 contains 10189 members 
Mstep: Class 17 contains 46535 members 
Mstep: Class 19 contains 45965 members 
Mstep: Class 20 contains 30662 members 
Mstep: Class 21 contains 3459 members 
Mstep: Class 22 contains 7037 members 
Mstep: Class 23 contains 11987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29069434.000000 Penalty: 28059.111328
Iteration 28Q: 14 clusters Score -2.906943e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 4 contains 168913 members 
Mstep: Class 5 contains 22033 members 
Mstep: Class 6 contains 156883 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 46204 members 
Mstep: Class 11 contains 10169 members 
Mstep: Class 17 contains 46375 members 
Mstep: Class 19 contains 44845 members 
Mstep: Class 20 contains 28135 members 
Mstep: Class 21 contains 3530 members 
Mstep: Class 22 contains 7306 members 
Mstep: Class 23 contains 11983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29070882.000000 Penalty: 28059.111328
Iteration 29Q: 14 clusters Score -2.907088e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 4 contains 170840 members 
Mstep: Class 5 contains 21898 members 
Mstep: Class 6 contains 158882 members 
Mstep: Class 9 contains 2548 members 
Mstep: Class 10 contains 45990 members 
Mstep: Class 11 contains 10148 members 
Mstep: Class 17 contains 46249 members 
Mstep: Class 19 contains 43772 members 
Mstep: Class 20 contains 25880 members 
Mstep: Class 21 contains 3599 members 
Mstep: Class 22 contains 7475 members 
Mstep: Class 23 contains 11985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29071970.000000 Penalty: 28059.111328
Iteration 30Q: 14 clusters Score -2.907197e+07 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 4 contains 172761 members 
Mstep: Class 5 contains 21771 members 
Mstep: Class 6 contains 160612 members 
Mstep: Class 9 contains 2563 members 
Mstep: Class 10 contains 45802 members 
Mstep: Class 11 contains 10120 members 
Mstep: Class 17 contains 46136 members 
Mstep: Class 19 contains 42768 members 
Mstep: Class 20 contains 23850 members 
Mstep: Class 21 contains 3646 members 
Mstep: Class 22 contains 7563 members 
Mstep: Class 23 contains 11999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29073162.000000 Penalty: 28059.111328
Iteration 31Q: 14 clusters Score -2.907316e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 4 contains 174544 members 
Mstep: Class 5 contains 21662 members 
Mstep: Class 6 contains 162084 members 
Mstep: Class 9 contains 2568 members 
Mstep: Class 10 contains 45622 members 
Mstep: Class 11 contains 10094 members 
Mstep: Class 17 contains 46042 members 
Mstep: Class 19 contains 41855 members 
Mstep: Class 20 contains 22090 members 
Mstep: Class 21 contains 3673 members 
Mstep: Class 22 contains 7616 members 
Mstep: Class 23 contains 12013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29074230.000000 Penalty: 28059.111328
Iteration 32Q: 14 clusters Score -2.907423e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 4 contains 176208 members 
Mstep: Class 5 contains 21576 members 
Mstep: Class 6 contains 163356 members 
Mstep: Class 9 contains 2571 members 
Mstep: Class 10 contains 45509 members 
Mstep: Class 11 contains 10062 members 
Mstep: Class 17 contains 45965 members 
Mstep: Class 19 contains 41015 members 
Mstep: Class 20 contains 20515 members 
Mstep: Class 21 contains 3708 members 
Mstep: Class 22 contains 7602 members 
Mstep: Class 23 contains 12026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29075072.000000 Penalty: 28059.111328
Iteration 33Q: 14 clusters Score -2.907507e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 4 contains 177779 members 
Mstep: Class 5 contains 21510 members 
Mstep: Class 6 contains 164467 members 
Mstep: Class 9 contains 2570 members 
Mstep: Class 10 contains 45388 members 
Mstep: Class 11 contains 10046 members 
Mstep: Class 17 contains 45885 members 
Mstep: Class 19 contains 40246 members 
Mstep: Class 20 contains 19129 members 
Mstep: Class 21 contains 3738 members 
Mstep: Class 22 contains 7557 members 
Mstep: Class 23 contains 12048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29075822.000000 Penalty: 28059.111328
Iteration 34Q: 14 clusters Score -2.907582e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 4 contains 179180 members 
Mstep: Class 5 contains 21441 members 
Mstep: Class 6 contains 165477 members 
Mstep: Class 9 contains 2577 members 
Mstep: Class 10 contains 45292 members 
Mstep: Class 11 contains 10030 members 
Mstep: Class 17 contains 45828 members 
Mstep: Class 19 contains 39523 members 
Mstep: Class 20 contains 17915 members 
Mstep: Class 21 contains 3778 members 
Mstep: Class 22 contains 7481 members 
Mstep: Class 23 contains 12075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29076412.000000 Penalty: 28059.111328
Iteration 35Q: 14 clusters Score -2.907641e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 4 contains 180463 members 
Mstep: Class 5 contains 21367 members 
Mstep: Class 6 contains 166387 members 
Mstep: Class 9 contains 2583 members 
Mstep: Class 10 contains 45189 members 
Mstep: Class 11 contains 10003 members 
Mstep: Class 17 contains 45775 members 
Mstep: Class 19 contains 38855 members 
Mstep: Class 20 contains 16840 members 
Mstep: Class 21 contains 3817 members 
Mstep: Class 22 contains 7407 members 
Mstep: Class 23 contains 12099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29076986.000000 Penalty: 28059.111328
Iteration 36Q: 14 clusters Score -2.907699e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 4 contains 181551 members 
Mstep: Class 5 contains 21297 members 
Mstep: Class 6 contains 167279 members 
Mstep: Class 9 contains 2589 members 
Mstep: Class 10 contains 45110 members 
Mstep: Class 11 contains 9972 members 
Mstep: Class 17 contains 45705 members 
Mstep: Class 19 contains 38194 members 
Mstep: Class 20 contains 15936 members 
Mstep: Class 21 contains 3856 members 
Mstep: Class 22 contains 7365 members 
Mstep: Class 23 contains 12109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29077368.000000 Penalty: 28059.111328
Iteration 37Q: 14 clusters Score -2.907737e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 4 contains 182529 members 
Mstep: Class 5 contains 21220 members 
Mstep: Class 6 contains 168019 members 
Mstep: Class 9 contains 2589 members 
Mstep: Class 10 contains 45048 members 
Mstep: Class 11 contains 9946 members 
Mstep: Class 17 contains 45648 members 
Mstep: Class 19 contains 37585 members 
Mstep: Class 20 contains 15197 members 
Mstep: Class 21 contains 3886 members 
Mstep: Class 22 contains 7324 members 
Mstep: Class 23 contains 12125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29077706.000000 Penalty: 28059.111328
Iteration 38Q: 14 clusters Score -2.907771e+07 nChanged 2357
Entering ConstructFrom: 
Score: -29077706.000000 Penalty: 28059.111328
Entering ConstructFrom: 
Trying to split cluster 1 (35542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Entering Unmasked Estep 
Score: -1878745.125000 Penalty: 1702.751465
	Iteration 0F: 2 clusters Score -1878745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -1855005.375000 Penalty: 3405.502930
	Iteration 0F: 3 clusters Score -1855005 nChanged 16419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -1863833.875000 Penalty: 3405.502930
	Iteration 1F: 3 clusters Score -1863834 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -1864177.750000 Penalty: 3405.502930
	Iteration 2Q: 3 clusters Score -1864178 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -1864484.500000 Penalty: 3405.502930
	Iteration 3Q: 3 clusters Score -1864484 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -1864848.000000 Penalty: 3405.502930
	Iteration 4Q: 3 clusters Score -1864848 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -1865267.875000 Penalty: 3405.502930
	Iteration 5Q: 3 clusters Score -1865268 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -1865833.750000 Penalty: 3405.502930
	Iteration 6Q: 3 clusters Score -1865834 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -1866624.750000 Penalty: 3405.502930
	Iteration 7Q: 3 clusters Score -1866625 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -1867801.375000 Penalty: 3405.502930
	Iteration 8F: 3 clusters Score -1867801 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -1869345.000000 Penalty: 3405.502930
	Iteration 9F: 3 clusters Score -1869345 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -1871147.875000 Penalty: 3405.502930
	Iteration 10F: 3 clusters Score -1871148 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -1872935.125000 Penalty: 3405.502930
	Iteration 11F: 3 clusters Score -1872935 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -1874313.375000 Penalty: 3405.502930
	Iteration 12Q: 3 clusters Score -1874313 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -1875185.375000 Penalty: 3405.502930
	Iteration 13Q: 3 clusters Score -1875185 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -1875725.500000 Penalty: 3405.502930
	Iteration 14Q: 3 clusters Score -1875726 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 31929 members 
Entering Unmasked Estep 
Score: -1876038.250000 Penalty: 3405.502930
	Iteration 15Q: 3 clusters Score -1876038 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -1876237.500000 Penalty: 3405.502930
	Iteration 16Q: 3 clusters Score -1876238 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -1876385.125000 Penalty: 3405.502930
	Iteration 17Q: 3 clusters Score -1876385 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -1876506.625000 Penalty: 3405.502930
	Iteration 18Q: 3 clusters Score -1876507 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -1876618.625000 Penalty: 3405.502930
	Iteration 19Q: 3 clusters Score -1876619 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -1876732.875000 Penalty: 3405.502930
	Iteration 20F: 3 clusters Score -1876733 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -1876832.125000 Penalty: 3405.502930
	Iteration 21Q: 3 clusters Score -1876832 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -1876922.125000 Penalty: 3405.502930
	Iteration 22Q: 3 clusters Score -1876922 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -1876990.875000 Penalty: 3405.502930
	Iteration 23Q: 3 clusters Score -1876991 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -1877051.750000 Penalty: 3405.502930
	Iteration 24Q: 3 clusters Score -1877052 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -1877103.625000 Penalty: 3405.502930
	Iteration 25Q: 3 clusters Score -1877104 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -1877136.875000 Penalty: 3405.502930
	Iteration 26Q: 3 clusters Score -1877137 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -1877167.125000 Penalty: 3405.502930
	Iteration 27Q: 3 clusters Score -1877167 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -1877198.750000 Penalty: 3405.502930
	Iteration 28Q: 3 clusters Score -1877199 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -1877222.125000 Penalty: 3405.502930
	Iteration 29Q: 3 clusters Score -1877222 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -1877252.750000 Penalty: 3405.502930
	Iteration 30Q: 3 clusters Score -1877253 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -1877269.875000 Penalty: 3405.502930
	Iteration 31Q: 3 clusters Score -1877270 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -1877284.625000 Penalty: 3405.502930
	Iteration 32Q: 3 clusters Score -1877285 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -1877294.500000 Penalty: 3405.502930
	Iteration 33Q: 3 clusters Score -1877294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -1877297.500000 Penalty: 3405.502930
	Iteration 34Q: 3 clusters Score -1877298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -1877302.125000 Penalty: 3405.502930
	Iteration 35Q: 3 clusters Score -1877302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -1877306.875000 Penalty: 3405.502930
	Iteration 36Q: 3 clusters Score -1877307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -1877311.750000 Penalty: 3405.502930
	Iteration 37Q: 3 clusters Score -1877312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -1877315.250000 Penalty: 3405.502930
	Iteration 38Q: 3 clusters Score -1877315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -1877314.875000 Penalty: 3405.502930
	Iteration 39Q: 3 clusters Score -1877315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -1877317.125000 Penalty: 3405.502930
	Iteration 40F: 3 clusters Score -1877317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -1877321.500000 Penalty: 3405.502930
	Iteration 41Q: 3 clusters Score -1877322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -1877319.875000 Penalty: 3405.502930
	Iteration 42Q: 3 clusters Score -1877320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -1877322.125000 Penalty: 3405.502930
	Iteration 43Q: 3 clusters Score -1877322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -1877324.000000 Penalty: 3405.502930
	Iteration 44Q: 3 clusters Score -1877324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -1877325.000000 Penalty: 3405.502930
	Iteration 45Q: 3 clusters Score -1877325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -1877324.875000 Penalty: 3405.502930
	Iteration 46Q: 3 clusters Score -1877325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -1877327.875000 Penalty: 3405.502930
	Iteration 47Q: 3 clusters Score -1877328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -1877327.500000 Penalty: 3405.502930
	Iteration 48Q: 3 clusters Score -1877328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -1877331.125000 Penalty: 3405.502930
	Iteration 49Q: 3 clusters Score -1877331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -1877329.375000 Penalty: 3405.502930
	Iteration 50Q: 3 clusters Score -1877329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -1877329.375000 Penalty: 3405.502930
	Iteration 51F: 3 clusters Score -1877329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (183352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183352 members 
Entering Unmasked Estep 
Score: -9629299.000000 Penalty: 1969.364014
	Iteration 0F: 2 clusters Score -9629299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91819 members 
Mstep: Class 2 contains 91533 members 
Entering Unmasked Estep 
Score: -9506009.000000 Penalty: 3938.728027
	Iteration 0F: 3 clusters Score -9506009 nChanged 88775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97760 members 
Mstep: Class 2 contains 85592 members 
Entering Unmasked Estep 
Score: -9558401.000000 Penalty: 3938.728027
	Iteration 1F: 3 clusters Score -9558401 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101416 members 
Mstep: Class 2 contains 81936 members 
Entering Unmasked Estep 
Score: -9559616.000000 Penalty: 3938.728027
	Iteration 2Q: 3 clusters Score -9559616 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107036 members 
Mstep: Class 2 contains 76316 members 
Entering Unmasked Estep 
Score: -9561621.000000 Penalty: 3938.728027
	Iteration 3Q: 3 clusters Score -9561621 nChanged 8875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115523 members 
Mstep: Class 2 contains 67829 members 
Entering Unmasked Estep 
Score: -9565960.000000 Penalty: 3938.728027
	Iteration 4Q: 3 clusters Score -9565960 nChanged 12257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127594 members 
Mstep: Class 2 contains 55758 members 
Entering Unmasked Estep 
Score: -9573991.000000 Penalty: 3938.728027
	Iteration 5F: 3 clusters Score -9573991 nChanged 15709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143193 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -9587409.000000 Penalty: 3938.728027
	Iteration 6F: 3 clusters Score -9587409 nChanged 16739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159882 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -9604341.000000 Penalty: 3938.728027
	Iteration 7F: 3 clusters Score -9604341 nChanged 12811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172665 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -9617603.000000 Penalty: 3938.728027
	Iteration 8F: 3 clusters Score -9617603 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179251 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -9624078.000000 Penalty: 3938.728027
	Iteration 9Q: 3 clusters Score -9624078 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181683 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -9626325.000000 Penalty: 3938.728027
	Iteration 10Q: 3 clusters Score -9626325 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182512 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -9627039.000000 Penalty: 3938.728027
	Iteration 11Q: 3 clusters Score -9627039 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182791 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -9627299.000000 Penalty: 3938.728027
	Iteration 12Q: 3 clusters Score -9627299 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182904 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9627437.000000 Penalty: 3938.728027
	Iteration 13Q: 3 clusters Score -9627437 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182944 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -9627480.000000 Penalty: 3938.728027
	Iteration 14Q: 3 clusters Score -9627480 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182964 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -9627537.000000 Penalty: 3938.728027
	Iteration 15Q: 3 clusters Score -9627537 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182977 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9627574.000000 Penalty: 3938.728027
	Iteration 16Q: 3 clusters Score -9627574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182988 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -9627589.000000 Penalty: 3938.728027
	Iteration 17Q: 3 clusters Score -9627589 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182981 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9627597.000000 Penalty: 3938.728027
	Iteration 18Q: 3 clusters Score -9627597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182979 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9627605.000000 Penalty: 3938.728027
	Iteration 19Q: 3 clusters Score -9627605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182980 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9627622.000000 Penalty: 3938.728027
	Iteration 20F: 3 clusters Score -9627622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182979 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9627614.000000 Penalty: 3938.728027
	Iteration 21Q: 3 clusters Score -9627614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182977 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9627617.000000 Penalty: 3938.728027
	Iteration 22Q: 3 clusters Score -9627617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182976 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -9627621.000000 Penalty: 3938.728027
	Iteration 23Q: 3 clusters Score -9627621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182975 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -9627618.000000 Penalty: 3938.728027
	Iteration 24Q: 3 clusters Score -9627618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182976 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -9627623.000000 Penalty: 3938.728027
	Iteration 25Q: 3 clusters Score -9627623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182976 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -9627628.000000 Penalty: 3938.728027
	Iteration 26Q: 3 clusters Score -9627628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182978 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9627624.000000 Penalty: 3938.728027
	Iteration 27Q: 3 clusters Score -9627624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182978 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9627631.000000 Penalty: 3938.728027
	Iteration 28Q: 3 clusters Score -9627631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182976 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -9627627.000000 Penalty: 3938.728027
	Iteration 29Q: 3 clusters Score -9627627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182974 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -9627627.000000 Penalty: 3938.728027
	Iteration 30Q: 3 clusters Score -9627627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182974 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -9627627.000000 Penalty: 3938.728027
	Iteration 31F: 3 clusters Score -9627627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Entering Unmasked Estep 
Score: -1098394.500000 Penalty: 1618.109497
	Iteration 0F: 2 clusters Score -1098394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1084113.125000 Penalty: 3236.218994
	Iteration 0F: 3 clusters Score -1084113 nChanged 9431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1089167.750000 Penalty: 3236.218994
	Iteration 1F: 3 clusters Score -1089168 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1089491.250000 Penalty: 3236.218994
	Iteration 2Q: 3 clusters Score -1089491 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1089808.375000 Penalty: 3236.218994
	Iteration 3Q: 3 clusters Score -1089808 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1090111.625000 Penalty: 3236.218994
	Iteration 4Q: 3 clusters Score -1090112 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1090401.000000 Penalty: 3236.218994
	Iteration 5Q: 3 clusters Score -1090401 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1090651.125000 Penalty: 3236.218994
	Iteration 6Q: 3 clusters Score -1090651 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1090881.875000 Penalty: 3236.218994
	Iteration 7Q: 3 clusters Score -1090882 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1091115.125000 Penalty: 3236.218994
	Iteration 8Q: 3 clusters Score -1091115 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1091356.375000 Penalty: 3236.218994
	Iteration 9Q: 3 clusters Score -1091356 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1091606.625000 Penalty: 3236.218994
	Iteration 10Q: 3 clusters Score -1091607 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1091884.000000 Penalty: 3236.218994
	Iteration 11Q: 3 clusters Score -1091884 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1092200.250000 Penalty: 3236.218994
	Iteration 12Q: 3 clusters Score -1092200 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1092586.875000 Penalty: 3236.218994
	Iteration 13Q: 3 clusters Score -1092587 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1093080.750000 Penalty: 3236.218994
	Iteration 14Q: 3 clusters Score -1093081 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1093602.500000 Penalty: 3236.218994
	Iteration 15Q: 3 clusters Score -1093602 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1094115.875000 Penalty: 3236.218994
	Iteration 16Q: 3 clusters Score -1094116 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1094506.875000 Penalty: 3236.218994
	Iteration 17Q: 3 clusters Score -1094507 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1094737.000000 Penalty: 3236.218994
	Iteration 18Q: 3 clusters Score -1094737 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1094873.750000 Penalty: 3236.218994
	Iteration 19Q: 3 clusters Score -1094874 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1094974.875000 Penalty: 3236.218994
	Iteration 20F: 3 clusters Score -1094975 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1095061.000000 Penalty: 3236.218994
	Iteration 21Q: 3 clusters Score -1095061 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1095142.875000 Penalty: 3236.218994
	Iteration 22Q: 3 clusters Score -1095143 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1095240.875000 Penalty: 3236.218994
	Iteration 23Q: 3 clusters Score -1095241 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1095343.000000 Penalty: 3236.218994
	Iteration 24Q: 3 clusters Score -1095343 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1095438.375000 Penalty: 3236.218994
	Iteration 25Q: 3 clusters Score -1095438 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1095546.500000 Penalty: 3236.218994
	Iteration 26Q: 3 clusters Score -1095546 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1095647.875000 Penalty: 3236.218994
	Iteration 27Q: 3 clusters Score -1095648 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1095772.000000 Penalty: 3236.218994
	Iteration 28Q: 3 clusters Score -1095772 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1095901.000000 Penalty: 3236.218994
	Iteration 29Q: 3 clusters Score -1095901 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1096027.750000 Penalty: 3236.218994
	Iteration 30Q: 3 clusters Score -1096028 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1096147.000000 Penalty: 3236.218994
	Iteration 31Q: 3 clusters Score -1096147 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1096253.250000 Penalty: 3236.218994
	Iteration 32Q: 3 clusters Score -1096253 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1096354.000000 Penalty: 3236.218994
	Iteration 33Q: 3 clusters Score -1096354 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1096438.375000 Penalty: 3236.218994
	Iteration 34Q: 3 clusters Score -1096438 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1096505.625000 Penalty: 3236.218994
	Iteration 35Q: 3 clusters Score -1096506 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1096555.875000 Penalty: 3236.218994
	Iteration 36Q: 3 clusters Score -1096556 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1096608.000000 Penalty: 3236.218994
	Iteration 37Q: 3 clusters Score -1096608 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1096653.375000 Penalty: 3236.218994
	Iteration 38Q: 3 clusters Score -1096653 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1096690.625000 Penalty: 3236.218994
	Iteration 39Q: 3 clusters Score -1096691 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1096723.875000 Penalty: 3236.218994
	Iteration 40F: 3 clusters Score -1096724 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1096752.250000 Penalty: 3236.218994
	Iteration 41Q: 3 clusters Score -1096752 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1096774.750000 Penalty: 3236.218994
	Iteration 42Q: 3 clusters Score -1096775 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1096793.625000 Penalty: 3236.218994
	Iteration 43Q: 3 clusters Score -1096794 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1096811.875000 Penalty: 3236.218994
	Iteration 44Q: 3 clusters Score -1096812 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1096825.375000 Penalty: 3236.218994
	Iteration 45Q: 3 clusters Score -1096825 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1096850.000000 Penalty: 3236.218994
	Iteration 46Q: 3 clusters Score -1096850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1096864.625000 Penalty: 3236.218994
	Iteration 47Q: 3 clusters Score -1096865 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1096875.000000 Penalty: 3236.218994
	Iteration 48Q: 3 clusters Score -1096875 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1096883.875000 Penalty: 3236.218994
	Iteration 49Q: 3 clusters Score -1096884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1096889.625000 Penalty: 3236.218994
	Iteration 50Q: 3 clusters Score -1096890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1096894.125000 Penalty: 3236.218994
	Iteration 51Q: 3 clusters Score -1096894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1096897.625000 Penalty: 3236.218994
	Iteration 52Q: 3 clusters Score -1096898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1096899.875000 Penalty: 3236.218994
	Iteration 53Q: 3 clusters Score -1096900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1096906.625000 Penalty: 3236.218994
	Iteration 54Q: 3 clusters Score -1096907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1096914.250000 Penalty: 3236.218994
	Iteration 55Q: 3 clusters Score -1096914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1096917.000000 Penalty: 3236.218994
	Iteration 56Q: 3 clusters Score -1096917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1096920.625000 Penalty: 3236.218994
	Iteration 57Q: 3 clusters Score -1096921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1096920.250000 Penalty: 3236.218994
	Iteration 58Q: 3 clusters Score -1096920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1096919.000000 Penalty: 3236.218994
	Iteration 59Q: 3 clusters Score -1096919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1096921.500000 Penalty: 3236.218994
	Iteration 60F: 3 clusters Score -1096922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1096923.000000 Penalty: 3236.218994
	Iteration 61Q: 3 clusters Score -1096923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1096924.625000 Penalty: 3236.218994
	Iteration 62Q: 3 clusters Score -1096925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1096923.750000 Penalty: 3236.218994
	Iteration 63Q: 3 clusters Score -1096924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1096926.625000 Penalty: 3236.218994
	Iteration 64Q: 3 clusters Score -1096927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1096929.375000 Penalty: 3236.218994
	Iteration 65Q: 3 clusters Score -1096929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1096932.375000 Penalty: 3236.218994
	Iteration 66Q: 3 clusters Score -1096932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1096934.125000 Penalty: 3236.218994
	Iteration 67Q: 3 clusters Score -1096934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1096935.625000 Penalty: 3236.218994
	Iteration 68Q: 3 clusters Score -1096936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1096935.125000 Penalty: 3236.218994
	Iteration 69Q: 3 clusters Score -1096935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1096937.000000 Penalty: 3236.218994
	Iteration 70Q: 3 clusters Score -1096937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1096936.375000 Penalty: 3236.218994
	Iteration 71Q: 3 clusters Score -1096936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1096936.375000 Penalty: 3236.218994
	Iteration 72F: 3 clusters Score -1096936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (168724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168724 members 
Entering Unmasked Estep 
Score: -8534919.000000 Penalty: 1955.853149
	Iteration 0F: 2 clusters Score -8534919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84347 members 
Mstep: Class 2 contains 84377 members 
Entering Unmasked Estep 
Score: -8421540.000000 Penalty: 3911.706299
	Iteration 0F: 3 clusters Score -8421540 nChanged 81696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86025 members 
Mstep: Class 2 contains 82699 members 
Entering Unmasked Estep 
Score: -8469553.000000 Penalty: 3911.706299
	Iteration 1F: 3 clusters Score -8469553 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87004 members 
Mstep: Class 2 contains 81720 members 
Entering Unmasked Estep 
Score: -8470412.000000 Penalty: 3911.706299
	Iteration 2Q: 3 clusters Score -8470412 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88381 members 
Mstep: Class 2 contains 80343 members 
Entering Unmasked Estep 
Score: -8471500.000000 Penalty: 3911.706299
	Iteration 3Q: 3 clusters Score -8471500 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90405 members 
Mstep: Class 2 contains 78319 members 
Entering Unmasked Estep 
Score: -8472934.000000 Penalty: 3911.706299
	Iteration 4Q: 3 clusters Score -8472934 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93338 members 
Mstep: Class 2 contains 75386 members 
Entering Unmasked Estep 
Score: -8474817.000000 Penalty: 3911.706299
	Iteration 5Q: 3 clusters Score -8474817 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97425 members 
Mstep: Class 2 contains 71299 members 
Entering Unmasked Estep 
Score: -8477656.000000 Penalty: 3911.706299
	Iteration 6Q: 3 clusters Score -8477656 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102775 members 
Mstep: Class 2 contains 65949 members 
Entering Unmasked Estep 
Score: -8481690.000000 Penalty: 3911.706299
	Iteration 7Q: 3 clusters Score -8481690 nChanged 9101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109558 members 
Mstep: Class 2 contains 59166 members 
Entering Unmasked Estep 
Score: -8487470.000000 Penalty: 3911.706299
	Iteration 8F: 3 clusters Score -8487470 nChanged 10012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117102 members 
Mstep: Class 2 contains 51622 members 
Entering Unmasked Estep 
Score: -8495248.000000 Penalty: 3911.706299
	Iteration 9F: 3 clusters Score -8495248 nChanged 9734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124360 members 
Mstep: Class 2 contains 44364 members 
Entering Unmasked Estep 
Score: -8503099.000000 Penalty: 3911.706299
	Iteration 10F: 3 clusters Score -8503099 nChanged 8417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130387 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -8509160.000000 Penalty: 3911.706299
	Iteration 11Q: 3 clusters Score -8509160 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135275 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -8513091.000000 Penalty: 3911.706299
	Iteration 12Q: 3 clusters Score -8513091 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139525 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -8515558.000000 Penalty: 3911.706299
	Iteration 13Q: 3 clusters Score -8515558 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143525 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -8517628.000000 Penalty: 3911.706299
	Iteration 14Q: 3 clusters Score -8517628 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147274 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -8519615.000000 Penalty: 3911.706299
	Iteration 15Q: 3 clusters Score -8519615 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150965 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -8521591.000000 Penalty: 3911.706299
	Iteration 16Q: 3 clusters Score -8521591 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154428 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -8523605.000000 Penalty: 3911.706299
	Iteration 17Q: 3 clusters Score -8523605 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157641 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -8525562.000000 Penalty: 3911.706299
	Iteration 18Q: 3 clusters Score -8525562 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160568 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -8527602.000000 Penalty: 3911.706299
	Iteration 19Q: 3 clusters Score -8527602 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163045 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -8529399.000000 Penalty: 3911.706299
	Iteration 20F: 3 clusters Score -8529399 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164973 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -8530737.000000 Penalty: 3911.706299
	Iteration 21Q: 3 clusters Score -8530737 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166355 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -8531787.000000 Penalty: 3911.706299
	Iteration 22Q: 3 clusters Score -8531787 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167213 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -8532305.000000 Penalty: 3911.706299
	Iteration 23Q: 3 clusters Score -8532305 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167716 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -8532669.000000 Penalty: 3911.706299
	Iteration 24Q: 3 clusters Score -8532669 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167972 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -8532838.000000 Penalty: 3911.706299
	Iteration 25Q: 3 clusters Score -8532838 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168121 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8532943.000000 Penalty: 3911.706299
	Iteration 26Q: 3 clusters Score -8532943 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168204 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -8533013.000000 Penalty: 3911.706299
	Iteration 27Q: 3 clusters Score -8533013 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168256 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8533051.000000 Penalty: 3911.706299
	Iteration 28Q: 3 clusters Score -8533051 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168294 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8533075.000000 Penalty: 3911.706299
	Iteration 29Q: 3 clusters Score -8533075 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168323 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8533091.000000 Penalty: 3911.706299
	Iteration 30Q: 3 clusters Score -8533091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168340 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8533106.000000 Penalty: 3911.706299
	Iteration 31Q: 3 clusters Score -8533106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168356 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8533119.000000 Penalty: 3911.706299
	Iteration 32Q: 3 clusters Score -8533119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168361 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8533127.000000 Penalty: 3911.706299
	Iteration 33Q: 3 clusters Score -8533127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168367 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8533130.000000 Penalty: 3911.706299
	Iteration 34Q: 3 clusters Score -8533130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168371 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8533135.000000 Penalty: 3911.706299
	Iteration 35Q: 3 clusters Score -8533135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168376 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -8533132.000000 Penalty: 3911.706299
	Iteration 36Q: 3 clusters Score -8533132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168381 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8533136.000000 Penalty: 3911.706299
	Iteration 37Q: 3 clusters Score -8533136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168385 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8533144.000000 Penalty: 3911.706299
	Iteration 38Q: 3 clusters Score -8533144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168387 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -8533142.000000 Penalty: 3911.706299
	Iteration 39Q: 3 clusters Score -8533142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168390 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -8533147.000000 Penalty: 3911.706299
	Iteration 40F: 3 clusters Score -8533147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168391 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8533149.000000 Penalty: 3911.706299
	Iteration 41Q: 3 clusters Score -8533149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168391 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8533149.000000 Penalty: 3911.706299
	Iteration 42F: 3 clusters Score -8533149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Entering Unmasked Estep 
Score: -111383.023438 Penalty: 1277.280029
	Iteration 0F: 2 clusters Score -111383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -108894.234375 Penalty: 2554.560059
	Iteration 0F: 3 clusters Score -108894.2 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -109471.546875 Penalty: 2554.560059
	Iteration 1F: 3 clusters Score -109471.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -109635.687500 Penalty: 2554.560059
	Iteration 2F: 3 clusters Score -109635.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -109766.929688 Penalty: 2554.560059
	Iteration 3F: 3 clusters Score -109766.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -109866.445312 Penalty: 2554.560059
	Iteration 4Q: 3 clusters Score -109866.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -109955.843750 Penalty: 2554.560059
	Iteration 5Q: 3 clusters Score -109955.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -110027.210938 Penalty: 2554.560059
	Iteration 6Q: 3 clusters Score -110027.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -110079.515625 Penalty: 2554.560059
	Iteration 7Q: 3 clusters Score -110079.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -110126.289062 Penalty: 2554.560059
	Iteration 8Q: 3 clusters Score -110126.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -110190.257812 Penalty: 2554.560059
	Iteration 9Q: 3 clusters Score -110190.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -110249.234375 Penalty: 2554.560059
	Iteration 10Q: 3 clusters Score -110249.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -110313.335938 Penalty: 2554.560059
	Iteration 11Q: 3 clusters Score -110313.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -110350.695312 Penalty: 2554.560059
	Iteration 12Q: 3 clusters Score -110350.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -110385.734375 Penalty: 2554.560059
	Iteration 13Q: 3 clusters Score -110385.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -110413.156250 Penalty: 2554.560059
	Iteration 14Q: 3 clusters Score -110413.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -110427.242188 Penalty: 2554.560059
	Iteration 15Q: 3 clusters Score -110427.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -110439.914062 Penalty: 2554.560059
	Iteration 16Q: 3 clusters Score -110439.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -110454.421875 Penalty: 2554.560059
	Iteration 17Q: 3 clusters Score -110454.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -110468.914062 Penalty: 2554.560059
	Iteration 18Q: 3 clusters Score -110468.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -110478.234375 Penalty: 2554.560059
	Iteration 19Q: 3 clusters Score -110478.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -110489.289062 Penalty: 2554.560059
	Iteration 20F: 3 clusters Score -110489.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -110499.898438 Penalty: 2554.560059
	Iteration 21Q: 3 clusters Score -110499.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -110509.289062 Penalty: 2554.560059
	Iteration 22Q: 3 clusters Score -110509.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -110515.320312 Penalty: 2554.560059
	Iteration 23Q: 3 clusters Score -110515.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -110521.515625 Penalty: 2554.560059
	Iteration 24Q: 3 clusters Score -110521.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -110525.929688 Penalty: 2554.560059
	Iteration 25Q: 3 clusters Score -110525.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -110531.867188 Penalty: 2554.560059
	Iteration 26Q: 3 clusters Score -110531.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -110534.460938 Penalty: 2554.560059
	Iteration 27Q: 3 clusters Score -110534.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -110536.812500 Penalty: 2554.560059
	Iteration 28Q: 3 clusters Score -110536.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -110539.023438 Penalty: 2554.560059
	Iteration 29Q: 3 clusters Score -110539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -110541.812500 Penalty: 2554.560059
	Iteration 30Q: 3 clusters Score -110541.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -110544.304688 Penalty: 2554.560059
	Iteration 31Q: 3 clusters Score -110544.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -110545.421875 Penalty: 2554.560059
	Iteration 32Q: 3 clusters Score -110545.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -110547.289062 Penalty: 2554.560059
	Iteration 33Q: 3 clusters Score -110547.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -110548.304688 Penalty: 2554.560059
	Iteration 34Q: 3 clusters Score -110548.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -110548.375000 Penalty: 2554.560059
	Iteration 35Q: 3 clusters Score -110548.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -110548.375000 Penalty: 2554.560059
	Iteration 36F: 3 clusters Score -110548.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Entering Unmasked Estep 
Score: -2274528.000000 Penalty: 1741.038696
	Iteration 0F: 2 clusters Score -2274528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -2244345.500000 Penalty: 3482.077393
	Iteration 0F: 3 clusters Score -2244346 nChanged 21130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -2256000.000000 Penalty: 3482.077393
	Iteration 1F: 3 clusters Score -2256000 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -2256452.750000 Penalty: 3482.077393
	Iteration 2Q: 3 clusters Score -2256453 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -2256999.250000 Penalty: 3482.077393
	Iteration 3Q: 3 clusters Score -2256999 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -2257787.250000 Penalty: 3482.077393
	Iteration 4Q: 3 clusters Score -2257787 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2259168.000000 Penalty: 3482.077393
	Iteration 5F: 3 clusters Score -2259168 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2261517.000000 Penalty: 3482.077393
	Iteration 6F: 3 clusters Score -2261517 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -2264673.250000 Penalty: 3482.077393
	Iteration 7F: 3 clusters Score -2264673 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -2267882.250000 Penalty: 3482.077393
	Iteration 8F: 3 clusters Score -2267882 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -2270361.000000 Penalty: 3482.077393
	Iteration 9F: 3 clusters Score -2270361 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2271825.750000 Penalty: 3482.077393
	Iteration 10Q: 3 clusters Score -2271826 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42433 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2272474.500000 Penalty: 3482.077393
	Iteration 11Q: 3 clusters Score -2272474 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2272740.000000 Penalty: 3482.077393
	Iteration 12Q: 3 clusters Score -2272740 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42853 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2272857.500000 Penalty: 3482.077393
	Iteration 13Q: 3 clusters Score -2272858 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2272934.000000 Penalty: 3482.077393
	Iteration 14Q: 3 clusters Score -2272934 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2272990.000000 Penalty: 3482.077393
	Iteration 15Q: 3 clusters Score -2272990 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2273023.000000 Penalty: 3482.077393
	Iteration 16Q: 3 clusters Score -2273023 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43237 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2273049.500000 Penalty: 3482.077393
	Iteration 17Q: 3 clusters Score -2273050 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2273064.500000 Penalty: 3482.077393
	Iteration 18Q: 3 clusters Score -2273064 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2273080.250000 Penalty: 3482.077393
	Iteration 19Q: 3 clusters Score -2273080 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2273093.000000 Penalty: 3482.077393
	Iteration 20F: 3 clusters Score -2273093 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43379 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2273098.000000 Penalty: 3482.077393
	Iteration 21Q: 3 clusters Score -2273098 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2273101.000000 Penalty: 3482.077393
	Iteration 22Q: 3 clusters Score -2273101 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2273109.000000 Penalty: 3482.077393
	Iteration 23Q: 3 clusters Score -2273109 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2273118.750000 Penalty: 3482.077393
	Iteration 24Q: 3 clusters Score -2273119 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2273128.500000 Penalty: 3482.077393
	Iteration 25Q: 3 clusters Score -2273128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2273136.250000 Penalty: 3482.077393
	Iteration 26Q: 3 clusters Score -2273136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2273141.250000 Penalty: 3482.077393
	Iteration 27Q: 3 clusters Score -2273141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2273143.750000 Penalty: 3482.077393
	Iteration 28Q: 3 clusters Score -2273144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43527 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2273145.500000 Penalty: 3482.077393
	Iteration 29Q: 3 clusters Score -2273146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2273151.000000 Penalty: 3482.077393
	Iteration 30Q: 3 clusters Score -2273151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2273152.250000 Penalty: 3482.077393
	Iteration 31Q: 3 clusters Score -2273152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43565 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2273152.000000 Penalty: 3482.077393
	Iteration 32Q: 3 clusters Score -2273152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43578 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2273153.500000 Penalty: 3482.077393
	Iteration 33Q: 3 clusters Score -2273154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2273158.750000 Penalty: 3482.077393
	Iteration 34Q: 3 clusters Score -2273159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43599 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2273159.750000 Penalty: 3482.077393
	Iteration 35Q: 3 clusters Score -2273160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43611 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2273160.750000 Penalty: 3482.077393
	Iteration 36Q: 3 clusters Score -2273161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2273165.250000 Penalty: 3482.077393
	Iteration 37Q: 3 clusters Score -2273165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2273169.750000 Penalty: 3482.077393
	Iteration 38Q: 3 clusters Score -2273170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43647 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2273170.500000 Penalty: 3482.077393
	Iteration 39Q: 3 clusters Score -2273170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2273172.000000 Penalty: 3482.077393
	Iteration 40F: 3 clusters Score -2273172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43662 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2273176.250000 Penalty: 3482.077393
	Iteration 41Q: 3 clusters Score -2273176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2273176.000000 Penalty: 3482.077393
	Iteration 42Q: 3 clusters Score -2273176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2273178.750000 Penalty: 3482.077393
	Iteration 43Q: 3 clusters Score -2273179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2273179.000000 Penalty: 3482.077393
	Iteration 44Q: 3 clusters Score -2273179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2273181.250000 Penalty: 3482.077393
	Iteration 45Q: 3 clusters Score -2273181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43694 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2273179.500000 Penalty: 3482.077393
	Iteration 46Q: 3 clusters Score -2273180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2273179.000000 Penalty: 3482.077393
	Iteration 47Q: 3 clusters Score -2273179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2273180.000000 Penalty: 3482.077393
	Iteration 48Q: 3 clusters Score -2273180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2273177.500000 Penalty: 3482.077393
	Iteration 49Q: 3 clusters Score -2273178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2273178.750000 Penalty: 3482.077393
	Iteration 50Q: 3 clusters Score -2273179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43704 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2273181.750000 Penalty: 3482.077393
	Iteration 51Q: 3 clusters Score -2273182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43706 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2273181.500000 Penalty: 3482.077393
	Iteration 52Q: 3 clusters Score -2273182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2273180.750000 Penalty: 3482.077393
	Iteration 53Q: 3 clusters Score -2273181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43708 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2273181.000000 Penalty: 3482.077393
	Iteration 54Q: 3 clusters Score -2273181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43708 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2273181.000000 Penalty: 3482.077393
	Iteration 55F: 3 clusters Score -2273181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Entering Unmasked Estep 
Score: -508408.281250 Penalty: 1495.325928
	Iteration 0F: 2 clusters Score -508408.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -501326.468750 Penalty: 2990.651855
	Iteration 0F: 3 clusters Score -501326.5 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -503565.656250 Penalty: 2990.651855
	Iteration 1F: 3 clusters Score -503565.7 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -503799.500000 Penalty: 2990.651855
	Iteration 2F: 3 clusters Score -503799.5 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -503954.562500 Penalty: 2990.651855
	Iteration 3Q: 3 clusters Score -503954.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -504063.812500 Penalty: 2990.651855
	Iteration 4Q: 3 clusters Score -504063.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -504162.906250 Penalty: 2990.651855
	Iteration 5Q: 3 clusters Score -504162.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -504253.625000 Penalty: 2990.651855
	Iteration 6Q: 3 clusters Score -504253.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -504332.906250 Penalty: 2990.651855
	Iteration 7Q: 3 clusters Score -504332.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -504415.656250 Penalty: 2990.651855
	Iteration 8Q: 3 clusters Score -504415.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -504474.031250 Penalty: 2990.651855
	Iteration 9Q: 3 clusters Score -504474 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -504551.968750 Penalty: 2990.651855
	Iteration 10Q: 3 clusters Score -504552 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -504655.156250 Penalty: 2990.651855
	Iteration 11Q: 3 clusters Score -504655.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -504786.000000 Penalty: 2990.651855
	Iteration 12Q: 3 clusters Score -504786 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -504971.968750 Penalty: 2990.651855
	Iteration 13Q: 3 clusters Score -504972 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -505249.656250 Penalty: 2990.651855
	Iteration 14Q: 3 clusters Score -505249.7 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -505574.031250 Penalty: 2990.651855
	Iteration 15F: 3 clusters Score -505574 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -505975.906250 Penalty: 2990.651855
	Iteration 16F: 3 clusters Score -505975.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -506365.656250 Penalty: 2990.651855
	Iteration 17Q: 3 clusters Score -506365.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -506727.625000 Penalty: 2990.651855
	Iteration 18Q: 3 clusters Score -506727.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -506976.875000 Penalty: 2990.651855
	Iteration 19Q: 3 clusters Score -506976.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -507129.156250 Penalty: 2990.651855
	Iteration 20F: 3 clusters Score -507129.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -507216.750000 Penalty: 2990.651855
	Iteration 21Q: 3 clusters Score -507216.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -507254.843750 Penalty: 2990.651855
	Iteration 22Q: 3 clusters Score -507254.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -507278.125000 Penalty: 2990.651855
	Iteration 23Q: 3 clusters Score -507278.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -507296.343750 Penalty: 2990.651855
	Iteration 24Q: 3 clusters Score -507296.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -507304.343750 Penalty: 2990.651855
	Iteration 25Q: 3 clusters Score -507304.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -507311.906250 Penalty: 2990.651855
	Iteration 26Q: 3 clusters Score -507311.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -507318.031250 Penalty: 2990.651855
	Iteration 27Q: 3 clusters Score -507318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -507327.031250 Penalty: 2990.651855
	Iteration 28Q: 3 clusters Score -507327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -507331.468750 Penalty: 2990.651855
	Iteration 29Q: 3 clusters Score -507331.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -507335.531250 Penalty: 2990.651855
	Iteration 30Q: 3 clusters Score -507335.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -507336.218750 Penalty: 2990.651855
	Iteration 31Q: 3 clusters Score -507336.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -507336.562500 Penalty: 2990.651855
	Iteration 32Q: 3 clusters Score -507336.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -507336.375000 Penalty: 2990.651855
	Iteration 33Q: 3 clusters Score -507336.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -507336.375000 Penalty: 2990.651855
	Iteration 34F: 3 clusters Score -507336.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45617 members 
Entering Unmasked Estep 
Score: -2358901.500000 Penalty: 1743.305786
	Iteration 0F: 2 clusters Score -2358902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -2328362.250000 Penalty: 3486.611572
	Iteration 0F: 3 clusters Score -2328362 nChanged 21197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -2340187.500000 Penalty: 3486.611572
	Iteration 1F: 3 clusters Score -2340188 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -2340695.500000 Penalty: 3486.611572
	Iteration 2Q: 3 clusters Score -2340696 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -2341335.750000 Penalty: 3486.611572
	Iteration 3Q: 3 clusters Score -2341336 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -2342226.250000 Penalty: 3486.611572
	Iteration 4Q: 3 clusters Score -2342226 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -2343405.750000 Penalty: 3486.611572
	Iteration 5Q: 3 clusters Score -2343406 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -2344867.250000 Penalty: 3486.611572
	Iteration 6F: 3 clusters Score -2344867 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -2346571.250000 Penalty: 3486.611572
	Iteration 7F: 3 clusters Score -2346571 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -2348391.000000 Penalty: 3486.611572
	Iteration 8F: 3 clusters Score -2348391 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -2350084.000000 Penalty: 3486.611572
	Iteration 9F: 3 clusters Score -2350084 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -2351354.000000 Penalty: 3486.611572
	Iteration 10Q: 3 clusters Score -2351354 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -2352098.250000 Penalty: 3486.611572
	Iteration 11Q: 3 clusters Score -2352098 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -2352518.250000 Penalty: 3486.611572
	Iteration 12Q: 3 clusters Score -2352518 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -2352843.500000 Penalty: 3486.611572
	Iteration 13Q: 3 clusters Score -2352844 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -2353171.000000 Penalty: 3486.611572
	Iteration 14Q: 3 clusters Score -2353171 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -2353478.250000 Penalty: 3486.611572
	Iteration 15Q: 3 clusters Score -2353478 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -2353782.750000 Penalty: 3486.611572
	Iteration 16Q: 3 clusters Score -2353783 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -2354083.250000 Penalty: 3486.611572
	Iteration 17Q: 3 clusters Score -2354083 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -2354396.500000 Penalty: 3486.611572
	Iteration 18Q: 3 clusters Score -2354396 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -2354681.000000 Penalty: 3486.611572
	Iteration 19Q: 3 clusters Score -2354681 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -2354958.750000 Penalty: 3486.611572
	Iteration 20F: 3 clusters Score -2354959 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
Score: -2355252.250000 Penalty: 3486.611572
	Iteration 21Q: 3 clusters Score -2355252 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -2355553.750000 Penalty: 3486.611572
	Iteration 22Q: 3 clusters Score -2355554 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -2355820.500000 Penalty: 3486.611572
	Iteration 23Q: 3 clusters Score -2355820 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -2356057.000000 Penalty: 3486.611572
	Iteration 24Q: 3 clusters Score -2356057 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 42896 members 
Entering Unmasked Estep 
Score: -2356297.000000 Penalty: 3486.611572
	Iteration 25Q: 3 clusters Score -2356297 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -2356513.500000 Penalty: 3486.611572
	Iteration 26Q: 3 clusters Score -2356514 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -2356695.750000 Penalty: 3486.611572
	Iteration 27Q: 3 clusters Score -2356696 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -2356845.250000 Penalty: 3486.611572
	Iteration 28Q: 3 clusters Score -2356845 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -2356983.250000 Penalty: 3486.611572
	Iteration 29Q: 3 clusters Score -2356983 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
Score: -2357073.500000 Penalty: 3486.611572
	Iteration 30Q: 3 clusters Score -2357074 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 44558 members 
Entering Unmasked Estep 
Score: -2357153.250000 Penalty: 3486.611572
	Iteration 31Q: 3 clusters Score -2357153 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 44672 members 
Entering Unmasked Estep 
Score: -2357209.750000 Penalty: 3486.611572
	Iteration 32Q: 3 clusters Score -2357210 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 44761 members 
Entering Unmasked Estep 
Score: -2357269.500000 Penalty: 3486.611572
	Iteration 33Q: 3 clusters Score -2357270 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 44828 members 
Entering Unmasked Estep 
Score: -2357313.500000 Penalty: 3486.611572
	Iteration 34Q: 3 clusters Score -2357314 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 44882 members 
Entering Unmasked Estep 
Score: -2357342.750000 Penalty: 3486.611572
	Iteration 35Q: 3 clusters Score -2357343 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 44932 members 
Entering Unmasked Estep 
Score: -2357363.500000 Penalty: 3486.611572
	Iteration 36Q: 3 clusters Score -2357364 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -2357385.000000 Penalty: 3486.611572
	Iteration 37Q: 3 clusters Score -2357385 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 45001 members 
Entering Unmasked Estep 
Score: -2357402.750000 Penalty: 3486.611572
	Iteration 38Q: 3 clusters Score -2357403 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -2357422.750000 Penalty: 3486.611572
	Iteration 39Q: 3 clusters Score -2357423 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -2357436.000000 Penalty: 3486.611572
	Iteration 40F: 3 clusters Score -2357436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -2357446.500000 Penalty: 3486.611572
	Iteration 41Q: 3 clusters Score -2357446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -2357460.750000 Penalty: 3486.611572
	Iteration 42Q: 3 clusters Score -2357461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 45101 members 
Entering Unmasked Estep 
Score: -2357471.750000 Penalty: 3486.611572
	Iteration 43Q: 3 clusters Score -2357472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -2357471.250000 Penalty: 3486.611572
	Iteration 44Q: 3 clusters Score -2357471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 45110 members 
Entering Unmasked Estep 
Score: -2357474.750000 Penalty: 3486.611572
	Iteration 45Q: 3 clusters Score -2357475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 45117 members 
Entering Unmasked Estep 
Score: -2357479.000000 Penalty: 3486.611572
	Iteration 46Q: 3 clusters Score -2357479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -2357477.500000 Penalty: 3486.611572
	Iteration 47Q: 3 clusters Score -2357478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 45121 members 
Entering Unmasked Estep 
Score: -2357477.250000 Penalty: 3486.611572
	Iteration 48Q: 3 clusters Score -2357477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 45121 members 
Entering Unmasked Estep 
Score: -2357477.250000 Penalty: 3486.611572
	Iteration 49F: 3 clusters Score -2357477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37047 members 
Entering Unmasked Estep 
Score: -1883229.500000 Penalty: 1709.490601
	Iteration 0F: 2 clusters Score -1883230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -1858207.875000 Penalty: 3418.981201
	Iteration 0F: 3 clusters Score -1858208 nChanged 17267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -1868169.750000 Penalty: 3418.981201
	Iteration 1F: 3 clusters Score -1868170 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -1868698.875000 Penalty: 3418.981201
	Iteration 2Q: 3 clusters Score -1868699 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -1869319.500000 Penalty: 3418.981201
	Iteration 3Q: 3 clusters Score -1869320 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -1870128.125000 Penalty: 3418.981201
	Iteration 4Q: 3 clusters Score -1870128 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1871256.750000 Penalty: 3418.981201
	Iteration 5F: 3 clusters Score -1871257 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1872782.750000 Penalty: 3418.981201
	Iteration 6F: 3 clusters Score -1872783 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1874528.875000 Penalty: 3418.981201
	Iteration 7F: 3 clusters Score -1874529 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1876139.750000 Penalty: 3418.981201
	Iteration 8F: 3 clusters Score -1876140 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1877452.875000 Penalty: 3418.981201
	Iteration 9Q: 3 clusters Score -1877453 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1878373.875000 Penalty: 3418.981201
	Iteration 10Q: 3 clusters Score -1878374 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1879036.875000 Penalty: 3418.981201
	Iteration 11Q: 3 clusters Score -1879037 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1879569.250000 Penalty: 3418.981201
	Iteration 12Q: 3 clusters Score -1879569 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1880033.750000 Penalty: 3418.981201
	Iteration 13Q: 3 clusters Score -1880034 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33940 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1880495.750000 Penalty: 3418.981201
	Iteration 14Q: 3 clusters Score -1880496 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1880973.375000 Penalty: 3418.981201
	Iteration 15Q: 3 clusters Score -1880973 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1881320.000000 Penalty: 3418.981201
	Iteration 16Q: 3 clusters Score -1881320 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1881532.500000 Penalty: 3418.981201
	Iteration 17Q: 3 clusters Score -1881532 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1881682.125000 Penalty: 3418.981201
	Iteration 18Q: 3 clusters Score -1881682 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1881739.750000 Penalty: 3418.981201
	Iteration 19Q: 3 clusters Score -1881740 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1881789.875000 Penalty: 3418.981201
	Iteration 20F: 3 clusters Score -1881790 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1881836.625000 Penalty: 3418.981201
	Iteration 21Q: 3 clusters Score -1881837 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1881864.250000 Penalty: 3418.981201
	Iteration 22Q: 3 clusters Score -1881864 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1881882.000000 Penalty: 3418.981201
	Iteration 23Q: 3 clusters Score -1881882 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1881899.750000 Penalty: 3418.981201
	Iteration 24Q: 3 clusters Score -1881900 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1881915.000000 Penalty: 3418.981201
	Iteration 25Q: 3 clusters Score -1881915 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1881922.625000 Penalty: 3418.981201
	Iteration 26Q: 3 clusters Score -1881923 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1881931.875000 Penalty: 3418.981201
	Iteration 27Q: 3 clusters Score -1881932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35718 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1881942.750000 Penalty: 3418.981201
	Iteration 28Q: 3 clusters Score -1881943 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1881948.625000 Penalty: 3418.981201
	Iteration 29Q: 3 clusters Score -1881949 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1881954.500000 Penalty: 3418.981201
	Iteration 30Q: 3 clusters Score -1881954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1881961.500000 Penalty: 3418.981201
	Iteration 31Q: 3 clusters Score -1881962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1881967.625000 Penalty: 3418.981201
	Iteration 32Q: 3 clusters Score -1881968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1881970.000000 Penalty: 3418.981201
	Iteration 33Q: 3 clusters Score -1881970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1881972.625000 Penalty: 3418.981201
	Iteration 34Q: 3 clusters Score -1881973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1881979.250000 Penalty: 3418.981201
	Iteration 35Q: 3 clusters Score -1881979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1881982.000000 Penalty: 3418.981201
	Iteration 36Q: 3 clusters Score -1881982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1881981.750000 Penalty: 3418.981201
	Iteration 37Q: 3 clusters Score -1881982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1881985.125000 Penalty: 3418.981201
	Iteration 38Q: 3 clusters Score -1881985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1881986.500000 Penalty: 3418.981201
	Iteration 39Q: 3 clusters Score -1881986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1881990.875000 Penalty: 3418.981201
	Iteration 40F: 3 clusters Score -1881991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1881992.875000 Penalty: 3418.981201
	Iteration 41Q: 3 clusters Score -1881993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1881995.500000 Penalty: 3418.981201
	Iteration 42Q: 3 clusters Score -1881996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1881994.750000 Penalty: 3418.981201
	Iteration 43Q: 3 clusters Score -1881995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1881996.500000 Penalty: 3418.981201
	Iteration 44Q: 3 clusters Score -1881996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1881995.875000 Penalty: 3418.981201
	Iteration 45Q: 3 clusters Score -1881996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1881996.250000 Penalty: 3418.981201
	Iteration 46Q: 3 clusters Score -1881996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1881997.625000 Penalty: 3418.981201
	Iteration 47Q: 3 clusters Score -1881998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1881998.250000 Penalty: 3418.981201
	Iteration 48Q: 3 clusters Score -1881998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1881997.375000 Penalty: 3418.981201
	Iteration 49Q: 3 clusters Score -1881997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1881997.375000 Penalty: 3418.981201
	Iteration 50F: 3 clusters Score -1881997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Entering Unmasked Estep 
Score: -792434.937500 Penalty: 1557.763916
	Iteration 0F: 2 clusters Score -792434.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -782297.312500 Penalty: 3115.527832
	Iteration 0F: 3 clusters Score -782297.3 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -785927.125000 Penalty: 3115.527832
	Iteration 1F: 3 clusters Score -785927.1 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -786207.812500 Penalty: 3115.527832
	Iteration 2F: 3 clusters Score -786207.8 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -786461.875000 Penalty: 3115.527832
	Iteration 3Q: 3 clusters Score -786461.9 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -786729.187500 Penalty: 3115.527832
	Iteration 4Q: 3 clusters Score -786729.2 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -787014.937500 Penalty: 3115.527832
	Iteration 5Q: 3 clusters Score -787014.9 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -787401.937500 Penalty: 3115.527832
	Iteration 6Q: 3 clusters Score -787401.9 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -787857.750000 Penalty: 3115.527832
	Iteration 7F: 3 clusters Score -787857.8 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -788318.687500 Penalty: 3115.527832
	Iteration 8F: 3 clusters Score -788318.7 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -788773.000000 Penalty: 3115.527832
	Iteration 9F: 3 clusters Score -788773 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -789140.750000 Penalty: 3115.527832
	Iteration 10Q: 3 clusters Score -789140.8 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -789397.437500 Penalty: 3115.527832
	Iteration 11Q: 3 clusters Score -789397.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -789602.687500 Penalty: 3115.527832
	Iteration 12Q: 3 clusters Score -789602.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -789754.562500 Penalty: 3115.527832
	Iteration 13Q: 3 clusters Score -789754.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -789892.625000 Penalty: 3115.527832
	Iteration 14Q: 3 clusters Score -789892.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -789996.875000 Penalty: 3115.527832
	Iteration 15Q: 3 clusters Score -789996.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -790075.937500 Penalty: 3115.527832
	Iteration 16Q: 3 clusters Score -790075.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -790155.062500 Penalty: 3115.527832
	Iteration 17Q: 3 clusters Score -790155.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -790213.187500 Penalty: 3115.527832
	Iteration 18Q: 3 clusters Score -790213.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -790250.187500 Penalty: 3115.527832
	Iteration 19Q: 3 clusters Score -790250.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -790270.937500 Penalty: 3115.527832
	Iteration 20F: 3 clusters Score -790270.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -790288.750000 Penalty: 3115.527832
	Iteration 21Q: 3 clusters Score -790288.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -790301.750000 Penalty: 3115.527832
	Iteration 22Q: 3 clusters Score -790301.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -790315.812500 Penalty: 3115.527832
	Iteration 23Q: 3 clusters Score -790315.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -790329.562500 Penalty: 3115.527832
	Iteration 24Q: 3 clusters Score -790329.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -790340.375000 Penalty: 3115.527832
	Iteration 25Q: 3 clusters Score -790340.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -790349.562500 Penalty: 3115.527832
	Iteration 26Q: 3 clusters Score -790349.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -790357.562500 Penalty: 3115.527832
	Iteration 27Q: 3 clusters Score -790357.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -790369.125000 Penalty: 3115.527832
	Iteration 28Q: 3 clusters Score -790369.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -790372.125000 Penalty: 3115.527832
	Iteration 29Q: 3 clusters Score -790372.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -790381.875000 Penalty: 3115.527832
	Iteration 30Q: 3 clusters Score -790381.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -790387.062500 Penalty: 3115.527832
	Iteration 31Q: 3 clusters Score -790387.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -790396.437500 Penalty: 3115.527832
	Iteration 32Q: 3 clusters Score -790396.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -790407.000000 Penalty: 3115.527832
	Iteration 33Q: 3 clusters Score -790407 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -790410.687500 Penalty: 3115.527832
	Iteration 34Q: 3 clusters Score -790410.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -790418.437500 Penalty: 3115.527832
	Iteration 35Q: 3 clusters Score -790418.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -790424.875000 Penalty: 3115.527832
	Iteration 36Q: 3 clusters Score -790424.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -790432.875000 Penalty: 3115.527832
	Iteration 37Q: 3 clusters Score -790432.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -790441.312500 Penalty: 3115.527832
	Iteration 38Q: 3 clusters Score -790441.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -790448.312500 Penalty: 3115.527832
	Iteration 39Q: 3 clusters Score -790448.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -790458.125000 Penalty: 3115.527832
	Iteration 40F: 3 clusters Score -790458.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -790464.250000 Penalty: 3115.527832
	Iteration 41Q: 3 clusters Score -790464.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -790466.375000 Penalty: 3115.527832
	Iteration 42Q: 3 clusters Score -790466.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -790472.062500 Penalty: 3115.527832
	Iteration 43Q: 3 clusters Score -790472.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -790477.437500 Penalty: 3115.527832
	Iteration 44Q: 3 clusters Score -790477.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -790481.437500 Penalty: 3115.527832
	Iteration 45Q: 3 clusters Score -790481.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -790483.937500 Penalty: 3115.527832
	Iteration 46Q: 3 clusters Score -790483.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -790488.625000 Penalty: 3115.527832
	Iteration 47Q: 3 clusters Score -790488.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -790490.375000 Penalty: 3115.527832
	Iteration 48Q: 3 clusters Score -790490.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -790492.375000 Penalty: 3115.527832
	Iteration 49Q: 3 clusters Score -790492.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -790495.062500 Penalty: 3115.527832
	Iteration 50Q: 3 clusters Score -790495.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -790492.187500 Penalty: 3115.527832
	Iteration 51Q: 3 clusters Score -790492.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -790494.062500 Penalty: 3115.527832
	Iteration 52Q: 3 clusters Score -790494.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -790492.937500 Penalty: 3115.527832
	Iteration 53Q: 3 clusters Score -790492.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -790494.437500 Penalty: 3115.527832
	Iteration 54Q: 3 clusters Score -790494.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -790494.687500 Penalty: 3115.527832
	Iteration 55Q: 3 clusters Score -790494.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -790495.437500 Penalty: 3115.527832
	Iteration 56Q: 3 clusters Score -790495.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -790495.062500 Penalty: 3115.527832
	Iteration 57Q: 3 clusters Score -790495.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -790495.000000 Penalty: 3115.527832
	Iteration 58Q: 3 clusters Score -790495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -790498.250000 Penalty: 3115.527832
	Iteration 59Q: 3 clusters Score -790498.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -790496.750000 Penalty: 3115.527832
	Iteration 60F: 3 clusters Score -790496.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -790498.437500 Penalty: 3115.527832
	Iteration 61Q: 3 clusters Score -790498.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -790498.875000 Penalty: 3115.527832
	Iteration 62Q: 3 clusters Score -790498.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -790501.125000 Penalty: 3115.527832
	Iteration 63Q: 3 clusters Score -790501.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -790502.750000 Penalty: 3115.527832
	Iteration 64Q: 3 clusters Score -790502.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -790504.000000 Penalty: 3115.527832
	Iteration 65Q: 3 clusters Score -790504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -790503.812500 Penalty: 3115.527832
	Iteration 66Q: 3 clusters Score -790503.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -790504.750000 Penalty: 3115.527832
	Iteration 67Q: 3 clusters Score -790504.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -790509.250000 Penalty: 3115.527832
	Iteration 68Q: 3 clusters Score -790509.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -790505.687500 Penalty: 3115.527832
	Iteration 69Q: 3 clusters Score -790505.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -790508.125000 Penalty: 3115.527832
	Iteration 70Q: 3 clusters Score -790508.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -790505.562500 Penalty: 3115.527832
	Iteration 71Q: 3 clusters Score -790505.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -790506.937500 Penalty: 3115.527832
	Iteration 72Q: 3 clusters Score -790506.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -790507.062500 Penalty: 3115.527832
	Iteration 73Q: 3 clusters Score -790507.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -790508.187500 Penalty: 3115.527832
	Iteration 74Q: 3 clusters Score -790508.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -790508.000000 Penalty: 3115.527832
	Iteration 75Q: 3 clusters Score -790508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -790510.562500 Penalty: 3115.527832
	Iteration 76Q: 3 clusters Score -790510.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -790510.687500 Penalty: 3115.527832
	Iteration 77Q: 3 clusters Score -790510.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -790510.187500 Penalty: 3115.527832
	Iteration 78Q: 3 clusters Score -790510.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -790511.562500 Penalty: 3115.527832
	Iteration 79Q: 3 clusters Score -790511.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -790512.000000 Penalty: 3115.527832
	Iteration 80F: 3 clusters Score -790512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -790513.875000 Penalty: 3115.527832
	Iteration 81Q: 3 clusters Score -790513.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -790513.500000 Penalty: 3115.527832
	Iteration 82Q: 3 clusters Score -790513.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -790514.937500 Penalty: 3115.527832
	Iteration 83Q: 3 clusters Score -790514.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -790515.312500 Penalty: 3115.527832
	Iteration 84Q: 3 clusters Score -790515.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -790517.000000 Penalty: 3115.527832
	Iteration 85Q: 3 clusters Score -790517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -790516.125000 Penalty: 3115.527832
	Iteration 86Q: 3 clusters Score -790516.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -790516.687500 Penalty: 3115.527832
	Iteration 87Q: 3 clusters Score -790516.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -790516.687500 Penalty: 3115.527832
	Iteration 88F: 3 clusters Score -790516.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Entering Unmasked Estep 
Score: -184867.359375 Penalty: 1344.085083
	Iteration 0F: 2 clusters Score -184867.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -181551.625000 Penalty: 2688.170166
	Iteration 0F: 3 clusters Score -181551.6 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -182377.937500 Penalty: 2688.170166
	Iteration 1F: 3 clusters Score -182377.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -182555.937500 Penalty: 2688.170166
	Iteration 2F: 3 clusters Score -182555.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -182670.078125 Penalty: 2688.170166
	Iteration 3F: 3 clusters Score -182670.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -182752.109375 Penalty: 2688.170166
	Iteration 4Q: 3 clusters Score -182752.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -182803.859375 Penalty: 2688.170166
	Iteration 5Q: 3 clusters Score -182803.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -182846.625000 Penalty: 2688.170166
	Iteration 6Q: 3 clusters Score -182846.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -182882.843750 Penalty: 2688.170166
	Iteration 7Q: 3 clusters Score -182882.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -182907.109375 Penalty: 2688.170166
	Iteration 8Q: 3 clusters Score -182907.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -182934.078125 Penalty: 2688.170166
	Iteration 9Q: 3 clusters Score -182934.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -182962.359375 Penalty: 2688.170166
	Iteration 10Q: 3 clusters Score -182962.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -182992.140625 Penalty: 2688.170166
	Iteration 11Q: 3 clusters Score -182992.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -183019.437500 Penalty: 2688.170166
	Iteration 12Q: 3 clusters Score -183019.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -183050.296875 Penalty: 2688.170166
	Iteration 13Q: 3 clusters Score -183050.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -183077.468750 Penalty: 2688.170166
	Iteration 14Q: 3 clusters Score -183077.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -183102.046875 Penalty: 2688.170166
	Iteration 15Q: 3 clusters Score -183102 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -183126.156250 Penalty: 2688.170166
	Iteration 16Q: 3 clusters Score -183126.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -183152.343750 Penalty: 2688.170166
	Iteration 17Q: 3 clusters Score -183152.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -183176.687500 Penalty: 2688.170166
	Iteration 18Q: 3 clusters Score -183176.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -183202.843750 Penalty: 2688.170166
	Iteration 19Q: 3 clusters Score -183202.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -183225.140625 Penalty: 2688.170166
	Iteration 20F: 3 clusters Score -183225.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -183243.093750 Penalty: 2688.170166
	Iteration 21Q: 3 clusters Score -183243.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -183259.718750 Penalty: 2688.170166
	Iteration 22Q: 3 clusters Score -183259.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -183275.093750 Penalty: 2688.170166
	Iteration 23Q: 3 clusters Score -183275.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -183285.859375 Penalty: 2688.170166
	Iteration 24Q: 3 clusters Score -183285.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -183297.203125 Penalty: 2688.170166
	Iteration 25Q: 3 clusters Score -183297.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -183305.156250 Penalty: 2688.170166
	Iteration 26Q: 3 clusters Score -183305.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -183317.000000 Penalty: 2688.170166
	Iteration 27Q: 3 clusters Score -183317 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -183326.734375 Penalty: 2688.170166
	Iteration 28Q: 3 clusters Score -183326.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -183333.546875 Penalty: 2688.170166
	Iteration 29Q: 3 clusters Score -183333.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -183341.828125 Penalty: 2688.170166
	Iteration 30Q: 3 clusters Score -183341.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -183353.500000 Penalty: 2688.170166
	Iteration 31Q: 3 clusters Score -183353.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -183366.953125 Penalty: 2688.170166
	Iteration 32Q: 3 clusters Score -183367 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -183381.437500 Penalty: 2688.170166
	Iteration 33Q: 3 clusters Score -183381.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -183395.296875 Penalty: 2688.170166
	Iteration 34Q: 3 clusters Score -183395.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -183410.546875 Penalty: 2688.170166
	Iteration 35Q: 3 clusters Score -183410.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -183421.218750 Penalty: 2688.170166
	Iteration 36Q: 3 clusters Score -183421.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -183431.593750 Penalty: 2688.170166
	Iteration 37Q: 3 clusters Score -183431.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -183442.281250 Penalty: 2688.170166
	Iteration 38Q: 3 clusters Score -183442.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -183453.171875 Penalty: 2688.170166
	Iteration 39Q: 3 clusters Score -183453.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -183466.703125 Penalty: 2688.170166
	Iteration 40F: 3 clusters Score -183466.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -183480.828125 Penalty: 2688.170166
	Iteration 41Q: 3 clusters Score -183480.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -183498.093750 Penalty: 2688.170166
	Iteration 42Q: 3 clusters Score -183498.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -183517.031250 Penalty: 2688.170166
	Iteration 43Q: 3 clusters Score -183517 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -183534.109375 Penalty: 2688.170166
	Iteration 44Q: 3 clusters Score -183534.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -183542.125000 Penalty: 2688.170166
	Iteration 45Q: 3 clusters Score -183542.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -183550.671875 Penalty: 2688.170166
	Iteration 46Q: 3 clusters Score -183550.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -183560.890625 Penalty: 2688.170166
	Iteration 47Q: 3 clusters Score -183560.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -183568.109375 Penalty: 2688.170166
	Iteration 48Q: 3 clusters Score -183568.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -183574.125000 Penalty: 2688.170166
	Iteration 49Q: 3 clusters Score -183574.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -183577.000000 Penalty: 2688.170166
	Iteration 50Q: 3 clusters Score -183577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -183579.000000 Penalty: 2688.170166
	Iteration 51Q: 3 clusters Score -183579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -183581.500000 Penalty: 2688.170166
	Iteration 52Q: 3 clusters Score -183581.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -183583.218750 Penalty: 2688.170166
	Iteration 53Q: 3 clusters Score -183583.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -183584.156250 Penalty: 2688.170166
	Iteration 54Q: 3 clusters Score -183584.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -183586.781250 Penalty: 2688.170166
	Iteration 55Q: 3 clusters Score -183586.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -183591.906250 Penalty: 2688.170166
	Iteration 56Q: 3 clusters Score -183591.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -183601.812500 Penalty: 2688.170166
	Iteration 57Q: 3 clusters Score -183601.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -183614.750000 Penalty: 2688.170166
	Iteration 58Q: 3 clusters Score -183614.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -183627.078125 Penalty: 2688.170166
	Iteration 59Q: 3 clusters Score -183627.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -183641.796875 Penalty: 2688.170166
	Iteration 60F: 3 clusters Score -183641.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -183649.953125 Penalty: 2688.170166
	Iteration 61Q: 3 clusters Score -183650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -183661.140625 Penalty: 2688.170166
	Iteration 62Q: 3 clusters Score -183661.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -183670.000000 Penalty: 2688.170166
	Iteration 63Q: 3 clusters Score -183670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -183679.515625 Penalty: 2688.170166
	Iteration 64Q: 3 clusters Score -183679.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -183690.828125 Penalty: 2688.170166
	Iteration 65Q: 3 clusters Score -183690.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -183699.046875 Penalty: 2688.170166
	Iteration 66Q: 3 clusters Score -183699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -183707.812500 Penalty: 2688.170166
	Iteration 67Q: 3 clusters Score -183707.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -183712.937500 Penalty: 2688.170166
	Iteration 68Q: 3 clusters Score -183712.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -183718.437500 Penalty: 2688.170166
	Iteration 69Q: 3 clusters Score -183718.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -183721.734375 Penalty: 2688.170166
	Iteration 70Q: 3 clusters Score -183721.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -183728.640625 Penalty: 2688.170166
	Iteration 71Q: 3 clusters Score -183728.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -183734.218750 Penalty: 2688.170166
	Iteration 72Q: 3 clusters Score -183734.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -183736.093750 Penalty: 2688.170166
	Iteration 73Q: 3 clusters Score -183736.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -183739.093750 Penalty: 2688.170166
	Iteration 74Q: 3 clusters Score -183739.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -183744.781250 Penalty: 2688.170166
	Iteration 75Q: 3 clusters Score -183744.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -183749.968750 Penalty: 2688.170166
	Iteration 76Q: 3 clusters Score -183750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -183752.750000 Penalty: 2688.170166
	Iteration 77Q: 3 clusters Score -183752.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -183755.921875 Penalty: 2688.170166
	Iteration 78Q: 3 clusters Score -183755.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -183761.812500 Penalty: 2688.170166
	Iteration 79Q: 3 clusters Score -183761.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -183762.921875 Penalty: 2688.170166
	Iteration 80F: 3 clusters Score -183762.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -183764.484375 Penalty: 2688.170166
	Iteration 81Q: 3 clusters Score -183764.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -183764.484375 Penalty: 2688.170166
	Iteration 82F: 3 clusters Score -183764.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Entering Unmasked Estep 
Score: -384996.656250 Penalty: 1445.250244
	Iteration 0F: 2 clusters Score -384996.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -379514.218750 Penalty: 2890.500488
	Iteration 0F: 3 clusters Score -379514.2 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -381111.687500 Penalty: 2890.500488
	Iteration 1F: 3 clusters Score -381111.7 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -381313.656250 Penalty: 2890.500488
	Iteration 2F: 3 clusters Score -381313.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -381470.031250 Penalty: 2890.500488
	Iteration 3F: 3 clusters Score -381470 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -381602.125000 Penalty: 2890.500488
	Iteration 4Q: 3 clusters Score -381602.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -381752.812500 Penalty: 2890.500488
	Iteration 5Q: 3 clusters Score -381752.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -381956.218750 Penalty: 2890.500488
	Iteration 6Q: 3 clusters Score -381956.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -382265.187500 Penalty: 2890.500488
	Iteration 7Q: 3 clusters Score -382265.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -382650.031250 Penalty: 2890.500488
	Iteration 8F: 3 clusters Score -382650 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -383064.375000 Penalty: 2890.500488
	Iteration 9F: 3 clusters Score -383064.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -383400.218750 Penalty: 2890.500488
	Iteration 10F: 3 clusters Score -383400.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -383733.750000 Penalty: 2890.500488
	Iteration 11F: 3 clusters Score -383733.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -384054.906250 Penalty: 2890.500488
	Iteration 12Q: 3 clusters Score -384054.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -384273.687500 Penalty: 2890.500488
	Iteration 13Q: 3 clusters Score -384273.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -384417.406250 Penalty: 2890.500488
	Iteration 14Q: 3 clusters Score -384417.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -384548.000000 Penalty: 2890.500488
	Iteration 15Q: 3 clusters Score -384548 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -384648.750000 Penalty: 2890.500488
	Iteration 16Q: 3 clusters Score -384648.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -384728.375000 Penalty: 2890.500488
	Iteration 17Q: 3 clusters Score -384728.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -384785.281250 Penalty: 2890.500488
	Iteration 18Q: 3 clusters Score -384785.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -384820.781250 Penalty: 2890.500488
	Iteration 19Q: 3 clusters Score -384820.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -384851.343750 Penalty: 2890.500488
	Iteration 20F: 3 clusters Score -384851.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -384870.031250 Penalty: 2890.500488
	Iteration 21Q: 3 clusters Score -384870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -384875.500000 Penalty: 2890.500488
	Iteration 22Q: 3 clusters Score -384875.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -384878.562500 Penalty: 2890.500488
	Iteration 23Q: 3 clusters Score -384878.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -384879.968750 Penalty: 2890.500488
	Iteration 24Q: 3 clusters Score -384880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -384881.812500 Penalty: 2890.500488
	Iteration 25Q: 3 clusters Score -384881.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -384885.031250 Penalty: 2890.500488
	Iteration 26Q: 3 clusters Score -384885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -384888.812500 Penalty: 2890.500488
	Iteration 27Q: 3 clusters Score -384888.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -384891.437500 Penalty: 2890.500488
	Iteration 28Q: 3 clusters Score -384891.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -384895.156250 Penalty: 2890.500488
	Iteration 29Q: 3 clusters Score -384895.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -384897.968750 Penalty: 2890.500488
	Iteration 30Q: 3 clusters Score -384898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -384898.625000 Penalty: 2890.500488
	Iteration 31Q: 3 clusters Score -384898.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -384901.843750 Penalty: 2890.500488
	Iteration 32Q: 3 clusters Score -384901.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -384904.250000 Penalty: 2890.500488
	Iteration 33Q: 3 clusters Score -384904.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -384904.781250 Penalty: 2890.500488
	Iteration 34Q: 3 clusters Score -384904.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -384904.781250 Penalty: 2890.500488
	Iteration 35F: 3 clusters Score -384904.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Entering Unmasked Estep 
Score: -579471.000000 Penalty: 1528.179077
	Iteration 0F: 2 clusters Score -579471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -571073.812500 Penalty: 3056.358154
	Iteration 0F: 3 clusters Score -571073.8 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -574920.375000 Penalty: 3056.358154
	Iteration 1F: 3 clusters Score -574920.4 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -576784.437500 Penalty: 3056.358154
	Iteration 2F: 3 clusters Score -576784.4 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -578719.875000 Penalty: 3056.358154
	Iteration 3F: 3 clusters Score -578719.9 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -579831.312500 Penalty: 3056.358154
	Iteration 4F: 3 clusters Score -579831.3 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -580297.250000 Penalty: 3056.358154
	Iteration 5F: 3 clusters Score -580297.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -580478.625000 Penalty: 3056.358154
	Iteration 6Q: 3 clusters Score -580478.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -580546.187500 Penalty: 3056.358154
	Iteration 7Q: 3 clusters Score -580546.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -580572.125000 Penalty: 3056.358154
	Iteration 8Q: 3 clusters Score -580572.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -580584.500000 Penalty: 3056.358154
	Iteration 9Q: 3 clusters Score -580584.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -580590.562500 Penalty: 3056.358154
	Iteration 10Q: 3 clusters Score -580590.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -580594.375000 Penalty: 3056.358154
	Iteration 11Q: 3 clusters Score -580594.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -580599.562500 Penalty: 3056.358154
	Iteration 12Q: 3 clusters Score -580599.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -580602.437500 Penalty: 3056.358154
	Iteration 13Q: 3 clusters Score -580602.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -580606.375000 Penalty: 3056.358154
	Iteration 14Q: 3 clusters Score -580606.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -580605.812500 Penalty: 3056.358154
	Iteration 15Q: 3 clusters Score -580605.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -580609.750000 Penalty: 3056.358154
	Iteration 16Q: 3 clusters Score -580609.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -580612.687500 Penalty: 3056.358154
	Iteration 17Q: 3 clusters Score -580612.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -580619.312500 Penalty: 3056.358154
	Iteration 18Q: 3 clusters Score -580619.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -580622.250000 Penalty: 3056.358154
	Iteration 19Q: 3 clusters Score -580622.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -580623.625000 Penalty: 3056.358154
	Iteration 20F: 3 clusters Score -580623.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -580626.125000 Penalty: 3056.358154
	Iteration 21Q: 3 clusters Score -580626.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -580626.625000 Penalty: 3056.358154
	Iteration 22Q: 3 clusters Score -580626.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -580626.625000 Penalty: 3056.358154
	Iteration 23Q: 3 clusters Score -580626.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -580625.812500 Penalty: 3056.358154
	Iteration 24Q: 3 clusters Score -580625.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -580626.250000 Penalty: 3056.358154
	Iteration 25Q: 3 clusters Score -580626.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -580626.875000 Penalty: 3056.358154
	Iteration 26Q: 3 clusters Score -580626.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -580627.687500 Penalty: 3056.358154
	Iteration 27Q: 3 clusters Score -580627.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -580629.000000 Penalty: 3056.358154
	Iteration 28Q: 3 clusters Score -580629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -580628.437500 Penalty: 3056.358154
	Iteration 29Q: 3 clusters Score -580628.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -580628.875000 Penalty: 3056.358154
	Iteration 30Q: 3 clusters Score -580628.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -580628.875000 Penalty: 3056.358154
	Iteration 31F: 3 clusters Score -580628.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 1976 members 
Mstep: Class 4 contains 183352 members 
Mstep: Class 5 contains 21112 members 
Mstep: Class 6 contains 168724 members 
Mstep: Class 9 contains 2592 members 
Mstep: Class 10 contains 44985 members 
Mstep: Class 11 contains 9917 members 
Mstep: Class 17 contains 45617 members 
Mstep: Class 19 contains 37047 members 
Mstep: Class 20 contains 14563 members 
Mstep: Class 21 contains 3910 members 
Mstep: Class 22 contains 7287 members 
Mstep: Class 23 contains 10163 members 
Entering Unmasked Estep 
Score: -29078450.000000 Penalty: 30217.503906
Splitting cluster 23 changes total score from -29077706.000000 to -29078450.000000
So it's getting split into cluster 2.
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 4 contains 183352 members 
Mstep: Class 5 contains 21112 members 
Mstep: Class 6 contains 168724 members 
Mstep: Class 9 contains 2592 members 
Mstep: Class 10 contains 44985 members 
Mstep: Class 11 contains 9917 members 
Mstep: Class 17 contains 45617 members 
Mstep: Class 19 contains 37047 members 
Mstep: Class 20 contains 14563 members 
Mstep: Class 21 contains 3910 members 
Mstep: Class 22 contains 7287 members 
Mstep: Class 23 contains 10163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29079058.000000 Penalty: 30217.503906
Iteration 39Q: 15 clusters Score -2.907906e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 1936 members 
Mstep: Class 4 contains 184048 members 
Mstep: Class 5 contains 21022 members 
Mstep: Class 6 contains 168820 members 
Mstep: Class 9 contains 2607 members 
Mstep: Class 10 contains 44931 members 
Mstep: Class 11 contains 9895 members 
Mstep: Class 17 contains 45588 members 
Mstep: Class 19 contains 36523 members 
Mstep: Class 20 contains 14010 members 
Mstep: Class 21 contains 3943 members 
Mstep: Class 22 contains 7225 members 
Mstep: Class 23 contains 10816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29079850.000000 Penalty: 30217.503906
Iteration 40F: 15 clusters Score -2.907985e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 1946 members 
Mstep: Class 4 contains 184733 members 
Mstep: Class 5 contains 20910 members 
Mstep: Class 6 contains 169094 members 
Mstep: Class 9 contains 2643 members 
Mstep: Class 10 contains 44865 members 
Mstep: Class 11 contains 9868 members 
Mstep: Class 17 contains 45568 members 
Mstep: Class 19 contains 36020 members 
Mstep: Class 20 contains 13445 members 
Mstep: Class 21 contains 3961 members 
Mstep: Class 22 contains 7245 members 
Mstep: Class 23 contains 11236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29080246.000000 Penalty: 30217.503906
Iteration 41Q: 15 clusters Score -2.908025e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 1982 members 
Mstep: Class 4 contains 185322 members 
Mstep: Class 5 contains 20791 members 
Mstep: Class 6 contains 169555 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 44785 members 
Mstep: Class 11 contains 9845 members 
Mstep: Class 17 contains 45550 members 
Mstep: Class 19 contains 35548 members 
Mstep: Class 20 contains 12990 members 
Mstep: Class 21 contains 3977 members 
Mstep: Class 22 contains 7188 members 
Mstep: Class 23 contains 11520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29080500.000000 Penalty: 30217.503906
Iteration 42Q: 15 clusters Score -2.90805e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 2019 members 
Mstep: Class 4 contains 185791 members 
Mstep: Class 5 contains 20693 members 
Mstep: Class 6 contains 170052 members 
Mstep: Class 9 contains 2707 members 
Mstep: Class 10 contains 44724 members 
Mstep: Class 11 contains 9823 members 
Mstep: Class 17 contains 45516 members 
Mstep: Class 19 contains 35100 members 
Mstep: Class 20 contains 12630 members 
Mstep: Class 21 contains 3996 members 
Mstep: Class 22 contains 7105 members 
Mstep: Class 23 contains 11741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29080928.000000 Penalty: 30217.503906
Iteration 43Q: 15 clusters Score -2.908093e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 2054 members 
Mstep: Class 4 contains 186190 members 
Mstep: Class 5 contains 20614 members 
Mstep: Class 6 contains 170572 members 
Mstep: Class 9 contains 2717 members 
Mstep: Class 10 contains 44700 members 
Mstep: Class 11 contains 9798 members 
Mstep: Class 17 contains 45503 members 
Mstep: Class 19 contains 34634 members 
Mstep: Class 20 contains 12318 members 
Mstep: Class 21 contains 4019 members 
Mstep: Class 22 contains 7008 members 
Mstep: Class 23 contains 11928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29081330.000000 Penalty: 30217.503906
Iteration 44Q: 15 clusters Score -2.908133e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 4 contains 186573 members 
Mstep: Class 5 contains 20547 members 
Mstep: Class 6 contains 171086 members 
Mstep: Class 9 contains 2732 members 
Mstep: Class 10 contains 44677 members 
Mstep: Class 11 contains 9774 members 
Mstep: Class 17 contains 45467 members 
Mstep: Class 19 contains 34139 members 
Mstep: Class 20 contains 12041 members 
Mstep: Class 21 contains 4037 members 
Mstep: Class 22 contains 6961 members 
Mstep: Class 23 contains 12084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29081712.000000 Penalty: 30217.503906
Iteration 45Q: 15 clusters Score -2.908171e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 2118 members 
Mstep: Class 4 contains 186869 members 
Mstep: Class 5 contains 20492 members 
Mstep: Class 6 contains 171586 members 
Mstep: Class 9 contains 2732 members 
Mstep: Class 10 contains 44632 members 
Mstep: Class 11 contains 9751 members 
Mstep: Class 17 contains 45426 members 
Mstep: Class 19 contains 33647 members 
Mstep: Class 20 contains 11789 members 
Mstep: Class 21 contains 4049 members 
Mstep: Class 22 contains 7033 members 
Mstep: Class 23 contains 12198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082086.000000 Penalty: 30217.503906
Iteration 46Q: 15 clusters Score -2.908209e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 2149 members 
Mstep: Class 4 contains 187110 members 
Mstep: Class 5 contains 20431 members 
Mstep: Class 6 contains 172120 members 
Mstep: Class 9 contains 2727 members 
Mstep: Class 10 contains 44572 members 
Mstep: Class 11 contains 9735 members 
Mstep: Class 17 contains 45411 members 
Mstep: Class 19 contains 33106 members 
Mstep: Class 20 contains 11595 members 
Mstep: Class 21 contains 4060 members 
Mstep: Class 22 contains 7119 members 
Mstep: Class 23 contains 12275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082270.000000 Penalty: 30217.503906
Iteration 47Q: 15 clusters Score -2.908227e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 2178 members 
Mstep: Class 4 contains 187334 members 
Mstep: Class 5 contains 20377 members 
Mstep: Class 6 contains 172634 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 10 contains 44494 members 
Mstep: Class 11 contains 9722 members 
Mstep: Class 17 contains 45383 members 
Mstep: Class 19 contains 32578 members 
Mstep: Class 20 contains 11418 members 
Mstep: Class 21 contains 4068 members 
Mstep: Class 22 contains 7227 members 
Mstep: Class 23 contains 12337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082488.000000 Penalty: 30217.503906
Iteration 48Q: 15 clusters Score -2.908249e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 2205 members 
Mstep: Class 4 contains 187552 members 
Mstep: Class 5 contains 20336 members 
Mstep: Class 6 contains 173148 members 
Mstep: Class 9 contains 2743 members 
Mstep: Class 10 contains 44393 members 
Mstep: Class 11 contains 9712 members 
Mstep: Class 17 contains 45350 members 
Mstep: Class 19 contains 32061 members 
Mstep: Class 20 contains 11251 members 
Mstep: Class 21 contains 4074 members 
Mstep: Class 22 contains 7336 members 
Mstep: Class 23 contains 12388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082702.000000 Penalty: 30217.503906
Iteration 49Q: 15 clusters Score -2.90827e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 2227 members 
Mstep: Class 4 contains 187724 members 
Mstep: Class 5 contains 20305 members 
Mstep: Class 6 contains 173651 members 
Mstep: Class 9 contains 2738 members 
Mstep: Class 10 contains 44304 members 
Mstep: Class 11 contains 9705 members 
Mstep: Class 17 contains 45327 members 
Mstep: Class 19 contains 31571 members 
Mstep: Class 20 contains 11118 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 7417 members 
Mstep: Class 23 contains 12434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082732.000000 Penalty: 30217.503906
Iteration 50Q: 15 clusters Score -2.908273e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 2248 members 
Mstep: Class 4 contains 187928 members 
Mstep: Class 5 contains 20260 members 
Mstep: Class 6 contains 174197 members 
Mstep: Class 9 contains 2742 members 
Mstep: Class 10 contains 44227 members 
Mstep: Class 11 contains 9697 members 
Mstep: Class 17 contains 45293 members 
Mstep: Class 19 contains 31068 members 
Mstep: Class 20 contains 10975 members 
Mstep: Class 21 contains 4093 members 
Mstep: Class 22 contains 7482 members 
Mstep: Class 23 contains 12456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082880.000000 Penalty: 30217.503906
Iteration 51Q: 15 clusters Score -2.908288e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 2272 members 
Mstep: Class 4 contains 188113 members 
Mstep: Class 5 contains 20227 members 
Mstep: Class 6 contains 174725 members 
Mstep: Class 9 contains 2732 members 
Mstep: Class 10 contains 44142 members 
Mstep: Class 11 contains 9685 members 
Mstep: Class 17 contains 45264 members 
Mstep: Class 19 contains 30594 members 
Mstep: Class 20 contains 10843 members 
Mstep: Class 21 contains 4095 members 
Mstep: Class 22 contains 7544 members 
Mstep: Class 23 contains 12471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082966.000000 Penalty: 30217.503906
Iteration 52Q: 15 clusters Score -2.908297e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 2291 members 
Mstep: Class 4 contains 188280 members 
Mstep: Class 5 contains 20213 members 
Mstep: Class 6 contains 175217 members 
Mstep: Class 9 contains 2732 members 
Mstep: Class 10 contains 44061 members 
Mstep: Class 11 contains 9678 members 
Mstep: Class 17 contains 45228 members 
Mstep: Class 19 contains 30109 members 
Mstep: Class 20 contains 10732 members 
Mstep: Class 21 contains 4108 members 
Mstep: Class 22 contains 7593 members 
Mstep: Class 23 contains 12492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083086.000000 Penalty: 30217.503906
Iteration 53Q: 15 clusters Score -2.908309e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 2311 members 
Mstep: Class 4 contains 188424 members 
Mstep: Class 5 contains 20214 members 
Mstep: Class 6 contains 175708 members 
Mstep: Class 9 contains 2730 members 
Mstep: Class 10 contains 43995 members 
Mstep: Class 11 contains 9671 members 
Mstep: Class 17 contains 45188 members 
Mstep: Class 19 contains 29640 members 
Mstep: Class 20 contains 10626 members 
Mstep: Class 21 contains 4115 members 
Mstep: Class 22 contains 7641 members 
Mstep: Class 23 contains 12508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083124.000000 Penalty: 30217.503906
Iteration 54Q: 15 clusters Score -2.908312e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 2328 members 
Mstep: Class 4 contains 188564 members 
Mstep: Class 5 contains 20194 members 
Mstep: Class 6 contains 176170 members 
Mstep: Class 9 contains 2725 members 
Mstep: Class 10 contains 43913 members 
Mstep: Class 11 contains 9657 members 
Mstep: Class 17 contains 45174 members 
Mstep: Class 19 contains 29223 members 
Mstep: Class 20 contains 10527 members 
Mstep: Class 21 contains 4127 members 
Mstep: Class 22 contains 7679 members 
Mstep: Class 23 contains 12516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083134.000000 Penalty: 30217.503906
Iteration 55Q: 15 clusters Score -2.908313e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 4 contains 188699 members 
Mstep: Class 5 contains 20180 members 
Mstep: Class 6 contains 176645 members 
Mstep: Class 9 contains 2711 members 
Mstep: Class 10 contains 43812 members 
Mstep: Class 11 contains 9646 members 
Mstep: Class 17 contains 45139 members 
Mstep: Class 19 contains 28833 members 
Mstep: Class 20 contains 10430 members 
Mstep: Class 21 contains 4142 members 
Mstep: Class 22 contains 7717 members 
Mstep: Class 23 contains 12530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083214.000000 Penalty: 30217.503906
Iteration 56Q: 15 clusters Score -2.908321e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 2352 members 
Mstep: Class 4 contains 188822 members 
Mstep: Class 5 contains 20176 members 
Mstep: Class 6 contains 177126 members 
Mstep: Class 9 contains 2703 members 
Mstep: Class 10 contains 43722 members 
Mstep: Class 11 contains 9641 members 
Mstep: Class 17 contains 45115 members 
Mstep: Class 19 contains 28422 members 
Mstep: Class 20 contains 10340 members 
Mstep: Class 21 contains 4159 members 
Mstep: Class 22 contains 7744 members 
Mstep: Class 23 contains 12540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083236.000000 Penalty: 30217.503906
Iteration 57Q: 15 clusters Score -2.908324e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 2357 members 
Mstep: Class 4 contains 188908 members 
Mstep: Class 5 contains 20162 members 
Mstep: Class 6 contains 177597 members 
Mstep: Class 9 contains 2707 members 
Mstep: Class 10 contains 43637 members 
Mstep: Class 11 contains 9635 members 
Mstep: Class 17 contains 45080 members 
Mstep: Class 19 contains 28055 members 
Mstep: Class 20 contains 10257 members 
Mstep: Class 21 contains 4181 members 
Mstep: Class 22 contains 7772 members 
Mstep: Class 23 contains 12551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083244.000000 Penalty: 30217.503906
Iteration 58Q: 15 clusters Score -2.908324e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 2360 members 
Mstep: Class 4 contains 188974 members 
Mstep: Class 5 contains 20158 members 
Mstep: Class 6 contains 178037 members 
Mstep: Class 9 contains 2712 members 
Mstep: Class 10 contains 43579 members 
Mstep: Class 11 contains 9631 members 
Mstep: Class 17 contains 45040 members 
Mstep: Class 19 contains 27713 members 
Mstep: Class 20 contains 10179 members 
Mstep: Class 21 contains 4199 members 
Mstep: Class 22 contains 7791 members 
Mstep: Class 23 contains 12563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083346.000000 Penalty: 30217.503906
Iteration 59Q: 15 clusters Score -2.908335e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 2364 members 
Mstep: Class 4 contains 189047 members 
Mstep: Class 5 contains 20146 members 
Mstep: Class 6 contains 178476 members 
Mstep: Class 9 contains 2712 members 
Mstep: Class 10 contains 43512 members 
Mstep: Class 11 contains 9632 members 
Mstep: Class 17 contains 45005 members 
Mstep: Class 19 contains 27369 members 
Mstep: Class 20 contains 10096 members 
Mstep: Class 21 contains 4215 members 
Mstep: Class 22 contains 7811 members 
Mstep: Class 23 contains 12575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083380.000000 Penalty: 30217.503906
Iteration 60F: 15 clusters Score -2.908338e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 4 contains 189141 members 
Mstep: Class 5 contains 20128 members 
Mstep: Class 6 contains 178891 members 
Mstep: Class 9 contains 2703 members 
Mstep: Class 10 contains 43437 members 
Mstep: Class 11 contains 9625 members 
Mstep: Class 17 contains 44975 members 
Mstep: Class 19 contains 27049 members 
Mstep: Class 20 contains 10012 members 
Mstep: Class 21 contains 4234 members 
Mstep: Class 22 contains 7828 members 
Mstep: Class 23 contains 12582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083522.000000 Penalty: 30217.503906
Iteration 61Q: 15 clusters Score -2.908352e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 2375 members 
Mstep: Class 4 contains 189210 members 
Mstep: Class 5 contains 20123 members 
Mstep: Class 6 contains 179316 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 43366 members 
Mstep: Class 11 contains 9621 members 
Mstep: Class 17 contains 44954 members 
Mstep: Class 19 contains 26725 members 
Mstep: Class 20 contains 9941 members 
Mstep: Class 21 contains 4255 members 
Mstep: Class 22 contains 7841 members 
Mstep: Class 23 contains 12583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083492.000000 Penalty: 30217.503906
Iteration 62Q: 15 clusters Score -2.908349e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 2383 members 
Mstep: Class 4 contains 189290 members 
Mstep: Class 5 contains 20123 members 
Mstep: Class 6 contains 179737 members 
Mstep: Class 9 contains 2666 members 
Mstep: Class 10 contains 43309 members 
Mstep: Class 11 contains 9613 members 
Mstep: Class 17 contains 44930 members 
Mstep: Class 19 contains 26412 members 
Mstep: Class 20 contains 9861 members 
Mstep: Class 21 contains 4272 members 
Mstep: Class 22 contains 7853 members 
Mstep: Class 23 contains 12578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083618.000000 Penalty: 30217.503906
Iteration 63Q: 15 clusters Score -2.908362e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 2387 members 
Mstep: Class 4 contains 189368 members 
Mstep: Class 5 contains 20133 members 
Mstep: Class 6 contains 180119 members 
Mstep: Class 9 contains 2650 members 
Mstep: Class 10 contains 43252 members 
Mstep: Class 11 contains 9608 members 
Mstep: Class 17 contains 44889 members 
Mstep: Class 19 contains 26131 members 
Mstep: Class 20 contains 9786 members 
Mstep: Class 21 contains 4292 members 
Mstep: Class 22 contains 7860 members 
Mstep: Class 23 contains 12587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083594.000000 Penalty: 30217.503906
Iteration 64Q: 15 clusters Score -2.908359e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 4 contains 189422 members 
Mstep: Class 5 contains 20158 members 
Mstep: Class 6 contains 180467 members 
Mstep: Class 9 contains 2639 members 
Mstep: Class 10 contains 43193 members 
Mstep: Class 11 contains 9600 members 
Mstep: Class 17 contains 44850 members 
Mstep: Class 19 contains 25881 members 
Mstep: Class 20 contains 9729 members 
Mstep: Class 21 contains 4318 members 
Mstep: Class 22 contains 7864 members 
Mstep: Class 23 contains 12583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083654.000000 Penalty: 30217.503906
Iteration 65Q: 15 clusters Score -2.908365e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 4 contains 189470 members 
Mstep: Class 5 contains 20189 members 
Mstep: Class 6 contains 180775 members 
Mstep: Class 9 contains 2625 members 
Mstep: Class 10 contains 43134 members 
Mstep: Class 11 contains 9592 members 
Mstep: Class 17 contains 44824 members 
Mstep: Class 19 contains 25644 members 
Mstep: Class 20 contains 9683 members 
Mstep: Class 21 contains 4335 members 
Mstep: Class 22 contains 7881 members 
Mstep: Class 23 contains 12589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083592.000000 Penalty: 30217.503906
Iteration 66Q: 15 clusters Score -2.908359e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 2406 members 
Mstep: Class 4 contains 189502 members 
Mstep: Class 5 contains 20219 members 
Mstep: Class 6 contains 181041 members 
Mstep: Class 9 contains 2622 members 
Mstep: Class 10 contains 43073 members 
Mstep: Class 11 contains 9586 members 
Mstep: Class 17 contains 44802 members 
Mstep: Class 19 contains 25438 members 
Mstep: Class 20 contains 9651 members 
Mstep: Class 21 contains 4343 members 
Mstep: Class 22 contains 7890 members 
Mstep: Class 23 contains 12598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083516.000000 Penalty: 30217.503906
Iteration 67Q: 15 clusters Score -2.908352e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 2412 members 
Mstep: Class 4 contains 189530 members 
Mstep: Class 5 contains 20258 members 
Mstep: Class 6 contains 181333 members 
Mstep: Class 9 contains 2615 members 
Mstep: Class 10 contains 43010 members 
Mstep: Class 11 contains 9585 members 
Mstep: Class 17 contains 44783 members 
Mstep: Class 19 contains 25212 members 
Mstep: Class 20 contains 9620 members 
Mstep: Class 21 contains 4346 members 
Mstep: Class 22 contains 7893 members 
Mstep: Class 23 contains 12600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083594.000000 Penalty: 30217.503906
Iteration 68Q: 15 clusters Score -2.908359e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 2418 members 
Mstep: Class 4 contains 189557 members 
Mstep: Class 5 contains 20295 members 
Mstep: Class 6 contains 181611 members 
Mstep: Class 9 contains 2620 members 
Mstep: Class 10 contains 42954 members 
Mstep: Class 11 contains 9580 members 
Mstep: Class 17 contains 44767 members 
Mstep: Class 19 contains 24984 members 
Mstep: Class 20 contains 9584 members 
Mstep: Class 21 contains 4347 members 
Mstep: Class 22 contains 7896 members 
Mstep: Class 23 contains 12602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083620.000000 Penalty: 30217.503906
Iteration 69Q: 15 clusters Score -2.908362e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 2421 members 
Mstep: Class 4 contains 189593 members 
Mstep: Class 5 contains 20347 members 
Mstep: Class 6 contains 181853 members 
Mstep: Class 9 contains 2629 members 
Mstep: Class 10 contains 42920 members 
Mstep: Class 11 contains 9578 members 
Mstep: Class 17 contains 44742 members 
Mstep: Class 19 contains 24750 members 
Mstep: Class 20 contains 9549 members 
Mstep: Class 21 contains 4348 members 
Mstep: Class 22 contains 7899 members 
Mstep: Class 23 contains 12614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083720.000000 Penalty: 30217.503906
Iteration 70Q: 15 clusters Score -2.908372e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 2424 members 
Mstep: Class 4 contains 189624 members 
Mstep: Class 5 contains 20402 members 
Mstep: Class 6 contains 182085 members 
Mstep: Class 9 contains 2638 members 
Mstep: Class 10 contains 42893 members 
Mstep: Class 11 contains 9573 members 
Mstep: Class 17 contains 44723 members 
Mstep: Class 19 contains 24517 members 
Mstep: Class 20 contains 9523 members 
Mstep: Class 21 contains 4351 members 
Mstep: Class 22 contains 7899 members 
Mstep: Class 23 contains 12620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083752.000000 Penalty: 30217.503906
Iteration 71Q: 15 clusters Score -2.908375e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 2424 members 
Mstep: Class 4 contains 189662 members 
Mstep: Class 5 contains 20463 members 
Mstep: Class 6 contains 182330 members 
Mstep: Class 9 contains 2636 members 
Mstep: Class 10 contains 42872 members 
Mstep: Class 11 contains 9567 members 
Mstep: Class 17 contains 44705 members 
Mstep: Class 19 contains 24279 members 
Mstep: Class 20 contains 9487 members 
Mstep: Class 21 contains 4347 members 
Mstep: Class 22 contains 7900 members 
Mstep: Class 23 contains 12624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083776.000000 Penalty: 30217.503906
Iteration 72Q: 15 clusters Score -2.908378e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33479 members 
Mstep: Class 2 contains 2424 members 
Mstep: Class 4 contains 189686 members 
Mstep: Class 5 contains 20529 members 
Mstep: Class 6 contains 182557 members 
Mstep: Class 9 contains 2636 members 
Mstep: Class 10 contains 42843 members 
Mstep: Class 11 contains 9566 members 
Mstep: Class 17 contains 44692 members 
Mstep: Class 19 contains 24042 members 
Mstep: Class 20 contains 9451 members 
Mstep: Class 21 contains 4351 members 
Mstep: Class 22 contains 7901 members 
Mstep: Class 23 contains 12631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083840.000000 Penalty: 30217.503906
Iteration 73Q: 15 clusters Score -2.908384e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189715 members 
Mstep: Class 5 contains 20596 members 
Mstep: Class 6 contains 182751 members 
Mstep: Class 9 contains 2634 members 
Mstep: Class 10 contains 42821 members 
Mstep: Class 11 contains 9562 members 
Mstep: Class 17 contains 44678 members 
Mstep: Class 19 contains 23832 members 
Mstep: Class 20 contains 9415 members 
Mstep: Class 21 contains 4353 members 
Mstep: Class 22 contains 7901 members 
Mstep: Class 23 contains 12633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083918.000000 Penalty: 30217.503906
Iteration 74Q: 15 clusters Score -2.908392e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189739 members 
Mstep: Class 5 contains 20652 members 
Mstep: Class 6 contains 182942 members 
Mstep: Class 9 contains 2634 members 
Mstep: Class 10 contains 42804 members 
Mstep: Class 11 contains 9560 members 
Mstep: Class 17 contains 44669 members 
Mstep: Class 19 contains 23635 members 
Mstep: Class 20 contains 9381 members 
Mstep: Class 21 contains 4352 members 
Mstep: Class 22 contains 7904 members 
Mstep: Class 23 contains 12632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083930.000000 Penalty: 30217.503906
Iteration 75Q: 15 clusters Score -2.908393e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189752 members 
Mstep: Class 5 contains 20716 members 
Mstep: Class 6 contains 183132 members 
Mstep: Class 9 contains 2639 members 
Mstep: Class 10 contains 42781 members 
Mstep: Class 11 contains 9557 members 
Mstep: Class 17 contains 44661 members 
Mstep: Class 19 contains 23438 members 
Mstep: Class 20 contains 9349 members 
Mstep: Class 21 contains 4351 members 
Mstep: Class 22 contains 7906 members 
Mstep: Class 23 contains 12634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083934.000000 Penalty: 30217.503906
Iteration 76Q: 15 clusters Score -2.908393e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189777 members 
Mstep: Class 5 contains 20783 members 
Mstep: Class 6 contains 183295 members 
Mstep: Class 9 contains 2640 members 
Mstep: Class 10 contains 42764 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 17 contains 44650 members 
Mstep: Class 19 contains 23246 members 
Mstep: Class 20 contains 9315 members 
Mstep: Class 21 contains 4352 members 
Mstep: Class 22 contains 7906 members 
Mstep: Class 23 contains 12640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083930.000000 Penalty: 30217.503906
Iteration 77Q: 15 clusters Score -2.908393e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189799 members 
Mstep: Class 5 contains 20847 members 
Mstep: Class 6 contains 183447 members 
Mstep: Class 9 contains 2647 members 
Mstep: Class 10 contains 42740 members 
Mstep: Class 11 contains 9555 members 
Mstep: Class 17 contains 44632 members 
Mstep: Class 19 contains 23079 members 
Mstep: Class 20 contains 9284 members 
Mstep: Class 21 contains 4352 members 
Mstep: Class 22 contains 7907 members 
Mstep: Class 23 contains 12642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083944.000000 Penalty: 30217.503906
Iteration 78Q: 15 clusters Score -2.908394e+07 nChanged 317
Entering ConstructFrom: 
Score: -29083944.000000 Penalty: 30217.503906
Entering ConstructFrom: 
Trying to split cluster 1 (33421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Entering Unmasked Estep 
Score: -1770624.875000 Penalty: 1692.752686
	Iteration 0F: 2 clusters Score -1770625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -1748211.750000 Penalty: 3385.505371
	Iteration 0F: 3 clusters Score -1748212 nChanged 15490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -1756928.125000 Penalty: 3385.505371
	Iteration 1F: 3 clusters Score -1756928 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -1757549.250000 Penalty: 3385.505371
	Iteration 2Q: 3 clusters Score -1757549 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -1758469.875000 Penalty: 3385.505371
	Iteration 3F: 3 clusters Score -1758470 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -1760041.500000 Penalty: 3385.505371
	Iteration 4F: 3 clusters Score -1760042 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -1762390.875000 Penalty: 3385.505371
	Iteration 5F: 3 clusters Score -1762391 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -1765097.875000 Penalty: 3385.505371
	Iteration 6F: 3 clusters Score -1765098 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -1767150.000000 Penalty: 3385.505371
	Iteration 7F: 3 clusters Score -1767150 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -1768209.125000 Penalty: 3385.505371
	Iteration 8Q: 3 clusters Score -1768209 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
Score: -1768680.875000 Penalty: 3385.505371
	Iteration 9Q: 3 clusters Score -1768681 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -1768882.875000 Penalty: 3385.505371
	Iteration 10Q: 3 clusters Score -1768883 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -1768986.500000 Penalty: 3385.505371
	Iteration 11Q: 3 clusters Score -1768986 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -1769049.125000 Penalty: 3385.505371
	Iteration 12Q: 3 clusters Score -1769049 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -1769089.875000 Penalty: 3385.505371
	Iteration 13Q: 3 clusters Score -1769090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -1769110.125000 Penalty: 3385.505371
	Iteration 14Q: 3 clusters Score -1769110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -1769122.625000 Penalty: 3385.505371
	Iteration 15Q: 3 clusters Score -1769123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -1769131.250000 Penalty: 3385.505371
	Iteration 16Q: 3 clusters Score -1769131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -1769144.000000 Penalty: 3385.505371
	Iteration 17Q: 3 clusters Score -1769144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -1769153.875000 Penalty: 3385.505371
	Iteration 18Q: 3 clusters Score -1769154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -1769159.750000 Penalty: 3385.505371
	Iteration 19Q: 3 clusters Score -1769160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -1769168.250000 Penalty: 3385.505371
	Iteration 20F: 3 clusters Score -1769168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -1769171.125000 Penalty: 3385.505371
	Iteration 21Q: 3 clusters Score -1769171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -1769173.750000 Penalty: 3385.505371
	Iteration 22Q: 3 clusters Score -1769174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -1769173.625000 Penalty: 3385.505371
	Iteration 23Q: 3 clusters Score -1769174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -1769175.000000 Penalty: 3385.505371
	Iteration 24Q: 3 clusters Score -1769175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -1769174.125000 Penalty: 3385.505371
	Iteration 25Q: 3 clusters Score -1769174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -1769177.500000 Penalty: 3385.505371
	Iteration 26Q: 3 clusters Score -1769178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -1769177.500000 Penalty: 3385.505371
	Iteration 27F: 3 clusters Score -1769178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Entering Unmasked Estep 
Score: -111268.664062 Penalty: 1266.457886
	Iteration 0F: 2 clusters Score -111268.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -108935.554688 Penalty: 2532.915771
	Iteration 0F: 3 clusters Score -108935.6 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -109388.945312 Penalty: 2532.915771
	Iteration 1F: 3 clusters Score -109388.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -109487.625000 Penalty: 2532.915771
	Iteration 2F: 3 clusters Score -109487.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -109542.796875 Penalty: 2532.915771
	Iteration 3Q: 3 clusters Score -109542.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -109588.671875 Penalty: 2532.915771
	Iteration 4Q: 3 clusters Score -109588.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -109623.632812 Penalty: 2532.915771
	Iteration 5Q: 3 clusters Score -109623.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -109644.960938 Penalty: 2532.915771
	Iteration 6Q: 3 clusters Score -109645 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -109660.546875 Penalty: 2532.915771
	Iteration 7Q: 3 clusters Score -109660.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -109672.062500 Penalty: 2532.915771
	Iteration 8Q: 3 clusters Score -109672.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -109686.648438 Penalty: 2532.915771
	Iteration 9Q: 3 clusters Score -109686.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -109706.085938 Penalty: 2532.915771
	Iteration 10Q: 3 clusters Score -109706.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -109737.179688 Penalty: 2532.915771
	Iteration 11Q: 3 clusters Score -109737.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -109770.648438 Penalty: 2532.915771
	Iteration 12Q: 3 clusters Score -109770.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -109814.531250 Penalty: 2532.915771
	Iteration 13Q: 3 clusters Score -109814.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -109866.031250 Penalty: 2532.915771
	Iteration 14Q: 3 clusters Score -109866 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -109939.406250 Penalty: 2532.915771
	Iteration 15Q: 3 clusters Score -109939.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -110014.343750 Penalty: 2532.915771
	Iteration 16Q: 3 clusters Score -110014.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -110088.210938 Penalty: 2532.915771
	Iteration 17Q: 3 clusters Score -110088.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -110162.101562 Penalty: 2532.915771
	Iteration 18Q: 3 clusters Score -110162.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -110228.031250 Penalty: 2532.915771
	Iteration 19Q: 3 clusters Score -110228 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -110272.273438 Penalty: 2532.915771
	Iteration 20F: 3 clusters Score -110272.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -110305.500000 Penalty: 2532.915771
	Iteration 21Q: 3 clusters Score -110305.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -110330.906250 Penalty: 2532.915771
	Iteration 22Q: 3 clusters Score -110330.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -110349.515625 Penalty: 2532.915771
	Iteration 23Q: 3 clusters Score -110349.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -110363.312500 Penalty: 2532.915771
	Iteration 24Q: 3 clusters Score -110363.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -110373.609375 Penalty: 2532.915771
	Iteration 25Q: 3 clusters Score -110373.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -110381.382812 Penalty: 2532.915771
	Iteration 26Q: 3 clusters Score -110381.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -110392.828125 Penalty: 2532.915771
	Iteration 27Q: 3 clusters Score -110392.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -110402.703125 Penalty: 2532.915771
	Iteration 28Q: 3 clusters Score -110402.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -110410.007812 Penalty: 2532.915771
	Iteration 29Q: 3 clusters Score -110410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -110414.593750 Penalty: 2532.915771
	Iteration 30Q: 3 clusters Score -110414.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -110418.007812 Penalty: 2532.915771
	Iteration 31Q: 3 clusters Score -110418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -110424.484375 Penalty: 2532.915771
	Iteration 32Q: 3 clusters Score -110424.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -110429.070312 Penalty: 2532.915771
	Iteration 33Q: 3 clusters Score -110429.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -110433.468750 Penalty: 2532.915771
	Iteration 34Q: 3 clusters Score -110433.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -110440.289062 Penalty: 2532.915771
	Iteration 35Q: 3 clusters Score -110440.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -110444.953125 Penalty: 2532.915771
	Iteration 36Q: 3 clusters Score -110445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -110448.820312 Penalty: 2532.915771
	Iteration 37Q: 3 clusters Score -110448.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -110449.828125 Penalty: 2532.915771
	Iteration 38Q: 3 clusters Score -110449.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -110450.882812 Penalty: 2532.915771
	Iteration 39Q: 3 clusters Score -110450.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -110452.359375 Penalty: 2532.915771
	Iteration 40F: 3 clusters Score -110452.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -110452.625000 Penalty: 2532.915771
	Iteration 41Q: 3 clusters Score -110452.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -110453.320312 Penalty: 2532.915771
	Iteration 42Q: 3 clusters Score -110453.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -110453.835938 Penalty: 2532.915771
	Iteration 43Q: 3 clusters Score -110453.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -110454.742188 Penalty: 2532.915771
	Iteration 44Q: 3 clusters Score -110454.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -110455.960938 Penalty: 2532.915771
	Iteration 45Q: 3 clusters Score -110456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -110457.054688 Penalty: 2532.915771
	Iteration 46Q: 3 clusters Score -110457.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -110458.062500 Penalty: 2532.915771
	Iteration 47Q: 3 clusters Score -110458.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -110458.632812 Penalty: 2532.915771
	Iteration 48Q: 3 clusters Score -110458.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -110459.945312 Penalty: 2532.915771
	Iteration 49Q: 3 clusters Score -110459.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -110460.726562 Penalty: 2532.915771
	Iteration 50Q: 3 clusters Score -110460.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -110461.539062 Penalty: 2532.915771
	Iteration 51Q: 3 clusters Score -110461.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -110462.156250 Penalty: 2532.915771
	Iteration 52Q: 3 clusters Score -110462.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -110462.609375 Penalty: 2532.915771
	Iteration 53Q: 3 clusters Score -110462.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -110462.609375 Penalty: 2532.915771
	Iteration 54F: 3 clusters Score -110462.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (189815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189815 members 
Entering Unmasked Estep 
Score: -9962259.000000 Penalty: 1974.993286
	Iteration 0F: 2 clusters Score -9962259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94880 members 
Mstep: Class 2 contains 94935 members 
Entering Unmasked Estep 
Score: -9834599.000000 Penalty: 3949.986572
	Iteration 0F: 3 clusters Score -9834599 nChanged 92065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96895 members 
Mstep: Class 2 contains 92920 members 
Entering Unmasked Estep 
Score: -9888762.000000 Penalty: 3949.986572
	Iteration 1F: 3 clusters Score -9888762 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98641 members 
Mstep: Class 2 contains 91174 members 
Entering Unmasked Estep 
Score: -9890786.000000 Penalty: 3949.986572
	Iteration 2Q: 3 clusters Score -9890786 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101425 members 
Mstep: Class 2 contains 88390 members 
Entering Unmasked Estep 
Score: -9894399.000000 Penalty: 3949.986572
	Iteration 3Q: 3 clusters Score -9894399 nChanged 10950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105695 members 
Mstep: Class 2 contains 84120 members 
Entering Unmasked Estep 
Score: -9901205.000000 Penalty: 3949.986572
	Iteration 4F: 3 clusters Score -9901205 nChanged 13681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111720 members 
Mstep: Class 2 contains 78095 members 
Entering Unmasked Estep 
Score: -9911071.000000 Penalty: 3949.986572
	Iteration 5F: 3 clusters Score -9911071 nChanged 14885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118623 members 
Mstep: Class 2 contains 71192 members 
Entering Unmasked Estep 
Score: -9921913.000000 Penalty: 3949.986572
	Iteration 6F: 3 clusters Score -9921913 nChanged 13565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125074 members 
Mstep: Class 2 contains 64741 members 
Entering Unmasked Estep 
Score: -9931113.000000 Penalty: 3949.986572
	Iteration 7F: 3 clusters Score -9931113 nChanged 10687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130143 members 
Mstep: Class 2 contains 59672 members 
Entering Unmasked Estep 
Score: -9937937.000000 Penalty: 3949.986572
	Iteration 8F: 3 clusters Score -9937937 nChanged 8033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134062 members 
Mstep: Class 2 contains 55753 members 
Entering Unmasked Estep 
Score: -9943347.000000 Penalty: 3949.986572
	Iteration 9Q: 3 clusters Score -9943347 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137397 members 
Mstep: Class 2 contains 52418 members 
Entering Unmasked Estep 
Score: -9948416.000000 Penalty: 3949.986572
	Iteration 10Q: 3 clusters Score -9948416 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140452 members 
Mstep: Class 2 contains 49363 members 
Entering Unmasked Estep 
Score: -9952958.000000 Penalty: 3949.986572
	Iteration 11Q: 3 clusters Score -9952958 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143166 members 
Mstep: Class 2 contains 46649 members 
Entering Unmasked Estep 
Score: -9955078.000000 Penalty: 3949.986572
	Iteration 12Q: 3 clusters Score -9955078 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145458 members 
Mstep: Class 2 contains 44357 members 
Entering Unmasked Estep 
Score: -9956090.000000 Penalty: 3949.986572
	Iteration 13Q: 3 clusters Score -9956090 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147434 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -9956694.000000 Penalty: 3949.986572
	Iteration 14Q: 3 clusters Score -9956694 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149212 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -9957117.000000 Penalty: 3949.986572
	Iteration 15Q: 3 clusters Score -9957117 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150780 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -9957476.000000 Penalty: 3949.986572
	Iteration 16Q: 3 clusters Score -9957476 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152224 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -9957750.000000 Penalty: 3949.986572
	Iteration 17Q: 3 clusters Score -9957750 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153588 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -9958005.000000 Penalty: 3949.986572
	Iteration 18Q: 3 clusters Score -9958005 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154895 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -9958233.000000 Penalty: 3949.986572
	Iteration 19Q: 3 clusters Score -9958233 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156097 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -9958414.000000 Penalty: 3949.986572
	Iteration 20F: 3 clusters Score -9958414 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157257 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -9958657.000000 Penalty: 3949.986572
	Iteration 21Q: 3 clusters Score -9958657 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158368 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -9958842.000000 Penalty: 3949.986572
	Iteration 22Q: 3 clusters Score -9958842 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159405 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -9959067.000000 Penalty: 3949.986572
	Iteration 23Q: 3 clusters Score -9959067 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160384 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -9959234.000000 Penalty: 3949.986572
	Iteration 24Q: 3 clusters Score -9959234 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161333 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -9959433.000000 Penalty: 3949.986572
	Iteration 25Q: 3 clusters Score -9959433 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162233 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -9959597.000000 Penalty: 3949.986572
	Iteration 26Q: 3 clusters Score -9959597 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163074 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -9959754.000000 Penalty: 3949.986572
	Iteration 27Q: 3 clusters Score -9959754 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163890 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -9959851.000000 Penalty: 3949.986572
	Iteration 28Q: 3 clusters Score -9959851 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164692 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -9959990.000000 Penalty: 3949.986572
	Iteration 29Q: 3 clusters Score -9959990 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165510 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -9960140.000000 Penalty: 3949.986572
	Iteration 30Q: 3 clusters Score -9960140 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166266 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -9960263.000000 Penalty: 3949.986572
	Iteration 31Q: 3 clusters Score -9960263 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166958 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -9960393.000000 Penalty: 3949.986572
	Iteration 32Q: 3 clusters Score -9960393 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167591 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -9960447.000000 Penalty: 3949.986572
	Iteration 33Q: 3 clusters Score -9960447 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168201 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -9960554.000000 Penalty: 3949.986572
	Iteration 34Q: 3 clusters Score -9960554 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168834 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -9960674.000000 Penalty: 3949.986572
	Iteration 35Q: 3 clusters Score -9960674 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169443 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -9960810.000000 Penalty: 3949.986572
	Iteration 36Q: 3 clusters Score -9960810 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170037 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -9960858.000000 Penalty: 3949.986572
	Iteration 37Q: 3 clusters Score -9960858 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170589 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -9960910.000000 Penalty: 3949.986572
	Iteration 38Q: 3 clusters Score -9960910 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171120 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -9960925.000000 Penalty: 3949.986572
	Iteration 39Q: 3 clusters Score -9960925 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171669 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -9961021.000000 Penalty: 3949.986572
	Iteration 40F: 3 clusters Score -9961021 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172186 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -9961114.000000 Penalty: 3949.986572
	Iteration 41Q: 3 clusters Score -9961114 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172647 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -9961149.000000 Penalty: 3949.986572
	Iteration 42Q: 3 clusters Score -9961149 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173090 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -9961230.000000 Penalty: 3949.986572
	Iteration 43Q: 3 clusters Score -9961230 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173497 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -9961256.000000 Penalty: 3949.986572
	Iteration 44Q: 3 clusters Score -9961256 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173890 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -9961312.000000 Penalty: 3949.986572
	Iteration 45Q: 3 clusters Score -9961312 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174298 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -9961369.000000 Penalty: 3949.986572
	Iteration 46Q: 3 clusters Score -9961369 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174691 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -9961431.000000 Penalty: 3949.986572
	Iteration 47Q: 3 clusters Score -9961431 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175059 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -9961501.000000 Penalty: 3949.986572
	Iteration 48Q: 3 clusters Score -9961501 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175397 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -9961530.000000 Penalty: 3949.986572
	Iteration 49Q: 3 clusters Score -9961530 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175714 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -9961624.000000 Penalty: 3949.986572
	Iteration 50Q: 3 clusters Score -9961624 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176024 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -9961627.000000 Penalty: 3949.986572
	Iteration 51Q: 3 clusters Score -9961627 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176314 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -9961648.000000 Penalty: 3949.986572
	Iteration 52Q: 3 clusters Score -9961648 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176597 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -9961678.000000 Penalty: 3949.986572
	Iteration 53Q: 3 clusters Score -9961678 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176846 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -9961676.000000 Penalty: 3949.986572
	Iteration 54Q: 3 clusters Score -9961676 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177096 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -9961722.000000 Penalty: 3949.986572
	Iteration 55Q: 3 clusters Score -9961722 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177332 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -9961739.000000 Penalty: 3949.986572
	Iteration 56Q: 3 clusters Score -9961739 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177573 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -9961736.000000 Penalty: 3949.986572
	Iteration 57Q: 3 clusters Score -9961736 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177844 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -9961782.000000 Penalty: 3949.986572
	Iteration 58Q: 3 clusters Score -9961782 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178098 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -9961808.000000 Penalty: 3949.986572
	Iteration 59Q: 3 clusters Score -9961808 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178357 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -9961843.000000 Penalty: 3949.986572
	Iteration 60F: 3 clusters Score -9961843 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178611 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -9961887.000000 Penalty: 3949.986572
	Iteration 61Q: 3 clusters Score -9961887 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 178837 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -9961927.000000 Penalty: 3949.986572
	Iteration 62Q: 3 clusters Score -9961927 nChanged 210
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179047 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9961945 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179279 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -9961966.000000 Penalty: 3949.986572
	Iteration 64Q: 3 clusters Score -9961966 nChanged 223
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179502 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9961998 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179724 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9961992 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179906 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9962051 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 180073 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9962048 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 180226 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9962046 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 180363 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9962039 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180501 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9962044 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 180617 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9962039 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180743 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9962063 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180865 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9962092 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180969 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9962097 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181077 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9962099 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181160 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9962092 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181235 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9962080 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181299 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9962081 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181357 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -9962087.000000 Penalty: 3949.986572
	Iteration 80F: 3 clusters Score -9962087 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181411 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9962074 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181463 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9962069 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181514 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9962088 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181558 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9962097 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181608 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9962098 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181652 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9962081 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181686 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9962086 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181720 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9962095 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181748 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -9962096.000000 Penalty: 3949.986572
	Iteration 89Q: 3 clusters Score -9962096 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181773 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -9962082.000000 Penalty: 3949.986572
	Iteration 90Q: 3 clusters Score -9962082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181799 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -9962089.000000 Penalty: 3949.986572
	Iteration 91Q: 3 clusters Score -9962089 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181826 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9962088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181848 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9962095 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 181867 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9962108 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181893 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9962121 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181916 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9962124 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 181938 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9962116 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 181962 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9962122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181982 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9962126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181998 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9962127 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182016 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9962122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182032 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9962127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182051 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -9962138.000000 Penalty: 3949.986572
	Iteration 103Q: 3 clusters Score -9962138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182072 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -9962143.000000 Penalty: 3949.986572
	Iteration 104Q: 3 clusters Score -9962143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182093 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -9962139.000000 Penalty: 3949.986572
	Iteration 105Q: 3 clusters Score -9962139 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182112 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -9962132.000000 Penalty: 3949.986572
	Iteration 106Q: 3 clusters Score -9962132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182122 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9962132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182136 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9962127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182151 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9962134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182163 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9962139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182168 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -9962144.000000 Penalty: 3949.986572
	Iteration 111Q: 3 clusters Score -9962144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182175 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -9962141.000000 Penalty: 3949.986572
	Iteration 112Q: 3 clusters Score -9962141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182178 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9962145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182182 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -9962142.000000 Penalty: 3949.986572
	Iteration 114Q: 3 clusters Score -9962142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182185 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9962145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182191 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9962145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182198 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -9962140.000000 Penalty: 3949.986572
	Iteration 117Q: 3 clusters Score -9962140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182203 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9962140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182207 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9962142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182209 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -9962142.000000 Penalty: 3949.986572
	Iteration 120F: 3 clusters Score -9962142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182210 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9962143 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 182210 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
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	Iteration 122F: 3 clusters Score -9962143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20895 members 
Entering Unmasked Estep 
Score: -1086337.750000 Penalty: 1616.430664
	Iteration 0F: 2 clusters Score -1086338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1072118 nChanged 9418
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1077226 nChanged 1029
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -1077581 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -1077892 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1078171 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1078471.500000 Penalty: 3232.861328
	Iteration 5Q: 3 clusters Score -1078472 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1078788.375000 Penalty: 3232.861328
	Iteration 6Q: 3 clusters Score -1078788 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1079162.250000 Penalty: 3232.861328
	Iteration 7Q: 3 clusters Score -1079162 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1079665.875000 Penalty: 3232.861328
	Iteration 8Q: 3 clusters Score -1079666 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1080320 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1081031.250000 Penalty: 3232.861328
	Iteration 10F: 3 clusters Score -1081031 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1081670.375000 Penalty: 3232.861328
	Iteration 11Q: 3 clusters Score -1081670 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1082074.125000 Penalty: 3232.861328
	Iteration 12Q: 3 clusters Score -1082074 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1082281.750000 Penalty: 3232.861328
	Iteration 13Q: 3 clusters Score -1082282 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1082411.000000 Penalty: 3232.861328
	Iteration 14Q: 3 clusters Score -1082411 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1082519.750000 Penalty: 3232.861328
	Iteration 15Q: 3 clusters Score -1082520 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1082613.250000 Penalty: 3232.861328
	Iteration 16Q: 3 clusters Score -1082613 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1082710.750000 Penalty: 3232.861328
	Iteration 17Q: 3 clusters Score -1082711 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1082810.250000 Penalty: 3232.861328
	Iteration 18Q: 3 clusters Score -1082810 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1082902.125000 Penalty: 3232.861328
	Iteration 19Q: 3 clusters Score -1082902 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1082989.000000 Penalty: 3232.861328
	Iteration 20F: 3 clusters Score -1082989 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1083081.500000 Penalty: 3232.861328
	Iteration 21Q: 3 clusters Score -1083082 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1083180.125000 Penalty: 3232.861328
	Iteration 22Q: 3 clusters Score -1083180 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -1083267.625000 Penalty: 3232.861328
	Iteration 23Q: 3 clusters Score -1083268 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1083371.375000 Penalty: 3232.861328
	Iteration 24Q: 3 clusters Score -1083371 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1083466.375000 Penalty: 3232.861328
	Iteration 25Q: 3 clusters Score -1083466 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -1083573.500000 Penalty: 3232.861328
	Iteration 26Q: 3 clusters Score -1083574 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -1083681.125000 Penalty: 3232.861328
	Iteration 27Q: 3 clusters Score -1083681 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -1083758.375000 Penalty: 3232.861328
	Iteration 28Q: 3 clusters Score -1083758 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -1083844.250000 Penalty: 3232.861328
	Iteration 29Q: 3 clusters Score -1083844 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -1083909.375000 Penalty: 3232.861328
	Iteration 30Q: 3 clusters Score -1083909 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -1083978.250000 Penalty: 3232.861328
	Iteration 31Q: 3 clusters Score -1083978 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -1084054.000000 Penalty: 3232.861328
	Iteration 32Q: 3 clusters Score -1084054 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -1084123.500000 Penalty: 3232.861328
	Iteration 33Q: 3 clusters Score -1084124 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -1084191.375000 Penalty: 3232.861328
	Iteration 34Q: 3 clusters Score -1084191 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -1084245.125000 Penalty: 3232.861328
	Iteration 35Q: 3 clusters Score -1084245 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -1084305.500000 Penalty: 3232.861328
	Iteration 36Q: 3 clusters Score -1084306 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -1084374.125000 Penalty: 3232.861328
	Iteration 37Q: 3 clusters Score -1084374 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -1084441.125000 Penalty: 3232.861328
	Iteration 38Q: 3 clusters Score -1084441 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -1084512.875000 Penalty: 3232.861328
	Iteration 39Q: 3 clusters Score -1084513 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -1084583.875000 Penalty: 3232.861328
	Iteration 40F: 3 clusters Score -1084584 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -1084648.875000 Penalty: 3232.861328
	Iteration 41Q: 3 clusters Score -1084649 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -1084700.625000 Penalty: 3232.861328
	Iteration 42Q: 3 clusters Score -1084701 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -1084752.000000 Penalty: 3232.861328
	Iteration 43Q: 3 clusters Score -1084752 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -1084805.625000 Penalty: 3232.861328
	Iteration 44Q: 3 clusters Score -1084806 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -1084854.000000 Penalty: 3232.861328
	Iteration 45Q: 3 clusters Score -1084854 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -1084892.125000 Penalty: 3232.861328
	Iteration 46Q: 3 clusters Score -1084892 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -1084940.500000 Penalty: 3232.861328
	Iteration 47Q: 3 clusters Score -1084940 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -1084980.375000 Penalty: 3232.861328
	Iteration 48Q: 3 clusters Score -1084980 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -1085019.000000 Penalty: 3232.861328
	Iteration 49Q: 3 clusters Score -1085019 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -1085049.750000 Penalty: 3232.861328
	Iteration 50Q: 3 clusters Score -1085050 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -1085066.875000 Penalty: 3232.861328
	Iteration 51Q: 3 clusters Score -1085067 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -1085081.750000 Penalty: 3232.861328
	Iteration 52Q: 3 clusters Score -1085082 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -1085096.625000 Penalty: 3232.861328
	Iteration 53Q: 3 clusters Score -1085097 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -1085115.250000 Penalty: 3232.861328
	Iteration 54Q: 3 clusters Score -1085115 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -1085124.000000 Penalty: 3232.861328
	Iteration 55Q: 3 clusters Score -1085124 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -1085129.625000 Penalty: 3232.861328
	Iteration 56Q: 3 clusters Score -1085130 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -1085142.000000 Penalty: 3232.861328
	Iteration 57Q: 3 clusters Score -1085142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -1085149.625000 Penalty: 3232.861328
	Iteration 58Q: 3 clusters Score -1085150 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -1085157.000000 Penalty: 3232.861328
	Iteration 59Q: 3 clusters Score -1085157 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -1085169.375000 Penalty: 3232.861328
	Iteration 60F: 3 clusters Score -1085169 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -1085173.375000 Penalty: 3232.861328
	Iteration 61Q: 3 clusters Score -1085173 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -1085180.125000 Penalty: 3232.861328
	Iteration 62Q: 3 clusters Score -1085180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -1085185.875000 Penalty: 3232.861328
	Iteration 63Q: 3 clusters Score -1085186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -1085192.750000 Penalty: 3232.861328
	Iteration 64Q: 3 clusters Score -1085193 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -1085201.375000 Penalty: 3232.861328
	Iteration 65Q: 3 clusters Score -1085201 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -1085212.500000 Penalty: 3232.861328
	Iteration 66Q: 3 clusters Score -1085212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -1085220.125000 Penalty: 3232.861328
	Iteration 67Q: 3 clusters Score -1085220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -1085229.625000 Penalty: 3232.861328
	Iteration 68Q: 3 clusters Score -1085230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -1085238.250000 Penalty: 3232.861328
	Iteration 69Q: 3 clusters Score -1085238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -1085244.250000 Penalty: 3232.861328
	Iteration 70Q: 3 clusters Score -1085244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -1085252.875000 Penalty: 3232.861328
	Iteration 71Q: 3 clusters Score -1085253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -1085254.500000 Penalty: 3232.861328
	Iteration 72Q: 3 clusters Score -1085254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -1085257.250000 Penalty: 3232.861328
	Iteration 73Q: 3 clusters Score -1085257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -1085259.500000 Penalty: 3232.861328
	Iteration 74Q: 3 clusters Score -1085260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -1085259.000000 Penalty: 3232.861328
	Iteration 75Q: 3 clusters Score -1085259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -1085259.250000 Penalty: 3232.861328
	Iteration 76Q: 3 clusters Score -1085259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -1085260.875000 Penalty: 3232.861328
	Iteration 77Q: 3 clusters Score -1085261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -1085261.125000 Penalty: 3232.861328
	Iteration 78Q: 3 clusters Score -1085261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -1085262.375000 Penalty: 3232.861328
	Iteration 79Q: 3 clusters Score -1085262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -1085263.500000 Penalty: 3232.861328
	Iteration 80F: 3 clusters Score -1085264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (183584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183584 members 
Entering Unmasked Estep 
Score: -9252174.000000 Penalty: 1969.569580
	Iteration 0F: 2 clusters Score -9252174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91690 members 
Mstep: Class 2 contains 91894 members 
Entering Unmasked Estep 
Score: -9128689.000000 Penalty: 3939.139160
	Iteration 0F: 3 clusters Score -9128689 nChanged 88845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90837 members 
Mstep: Class 2 contains 92747 members 
Entering Unmasked Estep 
Score: -9181898.000000 Penalty: 3939.139160
	Iteration 1F: 3 clusters Score -9181898 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89607 members 
Mstep: Class 2 contains 93977 members 
Entering Unmasked Estep 
Score: -9183438.000000 Penalty: 3939.139160
	Iteration 2Q: 3 clusters Score -9183438 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87552 members 
Mstep: Class 2 contains 96032 members 
Entering Unmasked Estep 
Score: -9185622.000000 Penalty: 3939.139160
	Iteration 3Q: 3 clusters Score -9185622 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84257 members 
Mstep: Class 2 contains 99327 members 
Entering Unmasked Estep 
Score: -9188833.000000 Penalty: 3939.139160
	Iteration 4Q: 3 clusters Score -9188833 nChanged 9271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79142 members 
Mstep: Class 2 contains 104442 members 
Entering Unmasked Estep 
Score: -9193399.000000 Penalty: 3939.139160
	Iteration 5F: 3 clusters Score -9193399 nChanged 10946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72134 members 
Mstep: Class 2 contains 111450 members 
Entering Unmasked Estep 
Score: -9200231.000000 Penalty: 3939.139160
	Iteration 6F: 3 clusters Score -9200231 nChanged 12232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63592 members 
Mstep: Class 2 contains 119992 members 
Entering Unmasked Estep 
Score: -9209763.000000 Penalty: 3939.139160
	Iteration 7F: 3 clusters Score -9209763 nChanged 12082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55272 members 
Mstep: Class 2 contains 128312 members 
Entering Unmasked Estep 
Score: -9219591.000000 Penalty: 3939.139160
	Iteration 8F: 3 clusters Score -9219591 nChanged 9903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48793 members 
Mstep: Class 2 contains 134791 members 
Entering Unmasked Estep 
Score: -9226720.000000 Penalty: 3939.139160
	Iteration 9F: 3 clusters Score -9226720 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 139781 members 
Entering Unmasked Estep 
Score: -9230630.000000 Penalty: 3939.139160
	Iteration 10Q: 3 clusters Score -9230630 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 144157 members 
Entering Unmasked Estep 
Score: -9233199.000000 Penalty: 3939.139160
	Iteration 11Q: 3 clusters Score -9233199 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 148318 members 
Entering Unmasked Estep 
Score: -9235228.000000 Penalty: 3939.139160
	Iteration 12Q: 3 clusters Score -9235228 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 152321 members 
Entering Unmasked Estep 
Score: -9237393.000000 Penalty: 3939.139160
	Iteration 13Q: 3 clusters Score -9237393 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 156193 members 
Entering Unmasked Estep 
Score: -9239662.000000 Penalty: 3939.139160
	Iteration 14Q: 3 clusters Score -9239662 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 159751 members 
Entering Unmasked Estep 
Score: -9241821.000000 Penalty: 3939.139160
	Iteration 15Q: 3 clusters Score -9241821 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 162966 members 
Entering Unmasked Estep 
Score: -9243956.000000 Penalty: 3939.139160
	Iteration 16Q: 3 clusters Score -9243956 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 165816 members 
Entering Unmasked Estep 
Score: -9245731.000000 Penalty: 3939.139160
	Iteration 17Q: 3 clusters Score -9245731 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 168253 members 
Entering Unmasked Estep 
Score: -9247346.000000 Penalty: 3939.139160
	Iteration 18Q: 3 clusters Score -9247346 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 170248 members 
Entering Unmasked Estep 
Score: -9248536.000000 Penalty: 3939.139160
	Iteration 19Q: 3 clusters Score -9248536 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 171836 members 
Entering Unmasked Estep 
Score: -9249367.000000 Penalty: 3939.139160
	Iteration 20F: 3 clusters Score -9249367 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 173122 members 
Entering Unmasked Estep 
Score: -9249942.000000 Penalty: 3939.139160
	Iteration 21Q: 3 clusters Score -9249942 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 174198 members 
Entering Unmasked Estep 
Score: -9250408.000000 Penalty: 3939.139160
	Iteration 22Q: 3 clusters Score -9250408 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 175066 members 
Entering Unmasked Estep 
Score: -9250772.000000 Penalty: 3939.139160
	Iteration 23Q: 3 clusters Score -9250772 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 175795 members 
Entering Unmasked Estep 
Score: -9251051.000000 Penalty: 3939.139160
	Iteration 24Q: 3 clusters Score -9251051 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 176358 members 
Entering Unmasked Estep 
Score: -9251181.000000 Penalty: 3939.139160
	Iteration 25Q: 3 clusters Score -9251181 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 176835 members 
Entering Unmasked Estep 
Score: -9251311.000000 Penalty: 3939.139160
	Iteration 26Q: 3 clusters Score -9251311 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 177235 members 
Entering Unmasked Estep 
Score: -9251423.000000 Penalty: 3939.139160
	Iteration 27Q: 3 clusters Score -9251423 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 177573 members 
Entering Unmasked Estep 
Score: -9251482.000000 Penalty: 3939.139160
	Iteration 28Q: 3 clusters Score -9251482 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 177877 members 
Entering Unmasked Estep 
Score: -9251531.000000 Penalty: 3939.139160
	Iteration 29Q: 3 clusters Score -9251531 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 178146 members 
Entering Unmasked Estep 
Score: -9251604.000000 Penalty: 3939.139160
	Iteration 30Q: 3 clusters Score -9251604 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 178351 members 
Entering Unmasked Estep 
Score: -9251637.000000 Penalty: 3939.139160
	Iteration 31Q: 3 clusters Score -9251637 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 178529 members 
Entering Unmasked Estep 
Score: -9251651.000000 Penalty: 3939.139160
	Iteration 32Q: 3 clusters Score -9251651 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 178679 members 
Entering Unmasked Estep 
Score: -9251673.000000 Penalty: 3939.139160
	Iteration 33Q: 3 clusters Score -9251673 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 178801 members 
Entering Unmasked Estep 
Score: -9251667.000000 Penalty: 3939.139160
	Iteration 34Q: 3 clusters Score -9251667 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 178887 members 
Entering Unmasked Estep 
Score: -9251695.000000 Penalty: 3939.139160
	Iteration 35Q: 3 clusters Score -9251695 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 178936 members 
Entering Unmasked Estep 
Score: -9251685.000000 Penalty: 3939.139160
	Iteration 36Q: 3 clusters Score -9251685 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 178980 members 
Entering Unmasked Estep 
Score: -9251690.000000 Penalty: 3939.139160
	Iteration 37Q: 3 clusters Score -9251690 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 179024 members 
Entering Unmasked Estep 
Score: -9251695.000000 Penalty: 3939.139160
	Iteration 38Q: 3 clusters Score -9251695 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 179054 members 
Entering Unmasked Estep 
Score: -9251709.000000 Penalty: 3939.139160
	Iteration 39Q: 3 clusters Score -9251709 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 179077 members 
Entering Unmasked Estep 
Score: -9251722.000000 Penalty: 3939.139160
	Iteration 40F: 3 clusters Score -9251722 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 179111 members 
Entering Unmasked Estep 
Score: -9251725.000000 Penalty: 3939.139160
	Iteration 41Q: 3 clusters Score -9251725 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 179141 members 
Entering Unmasked Estep 
Score: -9251735.000000 Penalty: 3939.139160
	Iteration 42Q: 3 clusters Score -9251735 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 179176 members 
Entering Unmasked Estep 
Score: -9251727.000000 Penalty: 3939.139160
	Iteration 43Q: 3 clusters Score -9251727 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 179199 members 
Entering Unmasked Estep 
Score: -9251730.000000 Penalty: 3939.139160
	Iteration 44Q: 3 clusters Score -9251730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 179219 members 
Entering Unmasked Estep 
Score: -9251736.000000 Penalty: 3939.139160
	Iteration 45Q: 3 clusters Score -9251736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 179230 members 
Entering Unmasked Estep 
Score: -9251733.000000 Penalty: 3939.139160
	Iteration 46Q: 3 clusters Score -9251733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 179245 members 
Entering Unmasked Estep 
Score: -9251726.000000 Penalty: 3939.139160
	Iteration 47Q: 3 clusters Score -9251726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 179256 members 
Entering Unmasked Estep 
Score: -9251737.000000 Penalty: 3939.139160
	Iteration 48Q: 3 clusters Score -9251737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 179267 members 
Entering Unmasked Estep 
Score: -9251746.000000 Penalty: 3939.139160
	Iteration 49Q: 3 clusters Score -9251746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 179276 members 
Entering Unmasked Estep 
Score: -9251733.000000 Penalty: 3939.139160
	Iteration 50Q: 3 clusters Score -9251733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 179279 members 
Entering Unmasked Estep 
Score: -9251739.000000 Penalty: 3939.139160
	Iteration 51Q: 3 clusters Score -9251739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 179281 members 
Entering Unmasked Estep 
Score: -9251748.000000 Penalty: 3939.139160
	Iteration 52Q: 3 clusters Score -9251748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 179284 members 
Entering Unmasked Estep 
Score: -9251737.000000 Penalty: 3939.139160
	Iteration 53Q: 3 clusters Score -9251737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 179285 members 
Entering Unmasked Estep 
Score: -9251745.000000 Penalty: 3939.139160
	Iteration 54Q: 3 clusters Score -9251745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 179287 members 
Entering Unmasked Estep 
Score: -9251738.000000 Penalty: 3939.139160
	Iteration 55Q: 3 clusters Score -9251738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 179287 members 
Entering Unmasked Estep 
Score: -9251738.000000 Penalty: 3939.139160
	Iteration 56F: 3 clusters Score -9251738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Entering Unmasked Estep 
Score: -114029.242188 Penalty: 1280.753418
	Iteration 0F: 2 clusters Score -114029.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -111517.281250 Penalty: 2561.506836
	Iteration 0F: 3 clusters Score -111517.3 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -112152.843750 Penalty: 2561.506836
	Iteration 1F: 3 clusters Score -112152.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -112307.812500 Penalty: 2561.506836
	Iteration 2F: 3 clusters Score -112307.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -112461.515625 Penalty: 2561.506836
	Iteration 3F: 3 clusters Score -112461.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -112575.546875 Penalty: 2561.506836
	Iteration 4F: 3 clusters Score -112575.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -112668.914062 Penalty: 2561.506836
	Iteration 5Q: 3 clusters Score -112668.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -112740.945312 Penalty: 2561.506836
	Iteration 6Q: 3 clusters Score -112740.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -112816.218750 Penalty: 2561.506836
	Iteration 7Q: 3 clusters Score -112816.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -112889.875000 Penalty: 2561.506836
	Iteration 8Q: 3 clusters Score -112889.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -112951.781250 Penalty: 2561.506836
	Iteration 9Q: 3 clusters Score -112951.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -112999.804688 Penalty: 2561.506836
	Iteration 10Q: 3 clusters Score -112999.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -113037.429688 Penalty: 2561.506836
	Iteration 11Q: 3 clusters Score -113037.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -113072.109375 Penalty: 2561.506836
	Iteration 12Q: 3 clusters Score -113072.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -113097.976562 Penalty: 2561.506836
	Iteration 13Q: 3 clusters Score -113098 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -113122.328125 Penalty: 2561.506836
	Iteration 14Q: 3 clusters Score -113122.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -113143.062500 Penalty: 2561.506836
	Iteration 15Q: 3 clusters Score -113143.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -113160.750000 Penalty: 2561.506836
	Iteration 16Q: 3 clusters Score -113160.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -113181.648438 Penalty: 2561.506836
	Iteration 17Q: 3 clusters Score -113181.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -113197.203125 Penalty: 2561.506836
	Iteration 18Q: 3 clusters Score -113197.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -113208.953125 Penalty: 2561.506836
	Iteration 19Q: 3 clusters Score -113209 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -113217.664062 Penalty: 2561.506836
	Iteration 20F: 3 clusters Score -113217.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -113221.757812 Penalty: 2561.506836
	Iteration 21Q: 3 clusters Score -113221.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -113225.078125 Penalty: 2561.506836
	Iteration 22Q: 3 clusters Score -113225.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -113230.625000 Penalty: 2561.506836
	Iteration 23Q: 3 clusters Score -113230.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -113235.812500 Penalty: 2561.506836
	Iteration 24Q: 3 clusters Score -113235.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -113240.226562 Penalty: 2561.506836
	Iteration 25Q: 3 clusters Score -113240.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -113242.523438 Penalty: 2561.506836
	Iteration 26Q: 3 clusters Score -113242.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -113243.429688 Penalty: 2561.506836
	Iteration 27Q: 3 clusters Score -113243.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -113244.015625 Penalty: 2561.506836
	Iteration 28Q: 3 clusters Score -113244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -113245.820312 Penalty: 2561.506836
	Iteration 29Q: 3 clusters Score -113245.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -113247.960938 Penalty: 2561.506836
	Iteration 30Q: 3 clusters Score -113248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -113249.695312 Penalty: 2561.506836
	Iteration 31Q: 3 clusters Score -113249.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -113251.039062 Penalty: 2561.506836
	Iteration 32Q: 3 clusters Score -113251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -113251.507812 Penalty: 2561.506836
	Iteration 33Q: 3 clusters Score -113251.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -113252.226562 Penalty: 2561.506836
	Iteration 34Q: 3 clusters Score -113252.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -113252.890625 Penalty: 2561.506836
	Iteration 35Q: 3 clusters Score -113252.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -113253.406250 Penalty: 2561.506836
	Iteration 36Q: 3 clusters Score -113253.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -113253.406250 Penalty: 2561.506836
	Iteration 37F: 3 clusters Score -113253.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Entering Unmasked Estep 
Score: -2164843.750000 Penalty: 1732.616943
	Iteration 0F: 2 clusters Score -2164844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -2136087.750000 Penalty: 3465.233887
	Iteration 0F: 3 clusters Score -2136088 nChanged 20107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -2147398.250000 Penalty: 3465.233887
	Iteration 1F: 3 clusters Score -2147398 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -2147791.250000 Penalty: 3465.233887
	Iteration 2Q: 3 clusters Score -2147791 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -2148223.250000 Penalty: 3465.233887
	Iteration 3Q: 3 clusters Score -2148223 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2148744.500000 Penalty: 3465.233887
	Iteration 4Q: 3 clusters Score -2148744 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2149541.250000 Penalty: 3465.233887
	Iteration 5Q: 3 clusters Score -2149541 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2150645.250000 Penalty: 3465.233887
	Iteration 6F: 3 clusters Score -2150645 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -2152365.500000 Penalty: 3465.233887
	Iteration 7F: 3 clusters Score -2152366 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32796 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2154655.750000 Penalty: 3465.233887
	Iteration 8F: 3 clusters Score -2154656 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2157270.250000 Penalty: 3465.233887
	Iteration 9F: 3 clusters Score -2157270 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2159678.500000 Penalty: 3465.233887
	Iteration 10F: 3 clusters Score -2159678 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2161297.250000 Penalty: 3465.233887
	Iteration 11Q: 3 clusters Score -2161297 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2162225.750000 Penalty: 3465.233887
	Iteration 12Q: 3 clusters Score -2162226 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2162763.250000 Penalty: 3465.233887
	Iteration 13Q: 3 clusters Score -2162763 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2163020.750000 Penalty: 3465.233887
	Iteration 14Q: 3 clusters Score -2163021 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2163149.500000 Penalty: 3465.233887
	Iteration 15Q: 3 clusters Score -2163150 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2163199.250000 Penalty: 3465.233887
	Iteration 16Q: 3 clusters Score -2163199 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2163222.250000 Penalty: 3465.233887
	Iteration 17Q: 3 clusters Score -2163222 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42499 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2163241.000000 Penalty: 3465.233887
	Iteration 18Q: 3 clusters Score -2163241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42513 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -2163269.750000 Penalty: 3465.233887
	Iteration 19Q: 3 clusters Score -2163270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42517 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2163280.250000 Penalty: 3465.233887
	Iteration 20F: 3 clusters Score -2163280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42518 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2163287.250000 Penalty: 3465.233887
	Iteration 21Q: 3 clusters Score -2163287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42521 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2163295.000000 Penalty: 3465.233887
	Iteration 22Q: 3 clusters Score -2163295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2163300.250000 Penalty: 3465.233887
	Iteration 23Q: 3 clusters Score -2163300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2163302.250000 Penalty: 3465.233887
	Iteration 24Q: 3 clusters Score -2163302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2163302.500000 Penalty: 3465.233887
	Iteration 25Q: 3 clusters Score -2163302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2163308.250000 Penalty: 3465.233887
	Iteration 26Q: 3 clusters Score -2163308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2163313.000000 Penalty: 3465.233887
	Iteration 27Q: 3 clusters Score -2163313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2163313.000000 Penalty: 3465.233887
	Iteration 28F: 3 clusters Score -2163313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Entering Unmasked Estep 
Score: -491689.750000 Penalty: 1489.283203
	Iteration 0F: 2 clusters Score -491689.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -484841.812500 Penalty: 2978.566406
	Iteration 0F: 3 clusters Score -484841.8 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -486991.250000 Penalty: 2978.566406
	Iteration 1F: 3 clusters Score -486991.2 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -487212.125000 Penalty: 2978.566406
	Iteration 2F: 3 clusters Score -487212.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -487358.031250 Penalty: 2978.566406
	Iteration 3Q: 3 clusters Score -487358 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -487478.531250 Penalty: 2978.566406
	Iteration 4Q: 3 clusters Score -487478.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -487594.281250 Penalty: 2978.566406
	Iteration 5Q: 3 clusters Score -487594.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -487703.625000 Penalty: 2978.566406
	Iteration 6Q: 3 clusters Score -487703.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -487818.343750 Penalty: 2978.566406
	Iteration 7Q: 3 clusters Score -487818.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -487952.812500 Penalty: 2978.566406
	Iteration 8Q: 3 clusters Score -487952.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -488139.687500 Penalty: 2978.566406
	Iteration 9Q: 3 clusters Score -488139.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -488423.000000 Penalty: 2978.566406
	Iteration 10Q: 3 clusters Score -488423 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -488805.906250 Penalty: 2978.566406
	Iteration 11F: 3 clusters Score -488805.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -489196.656250 Penalty: 2978.566406
	Iteration 12Q: 3 clusters Score -489196.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -489508.718750 Penalty: 2978.566406
	Iteration 13Q: 3 clusters Score -489508.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -489774.093750 Penalty: 2978.566406
	Iteration 14Q: 3 clusters Score -489774.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -489951.250000 Penalty: 2978.566406
	Iteration 15Q: 3 clusters Score -489951.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -490071.531250 Penalty: 2978.566406
	Iteration 16Q: 3 clusters Score -490071.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -490155.156250 Penalty: 2978.566406
	Iteration 17Q: 3 clusters Score -490155.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -490227.906250 Penalty: 2978.566406
	Iteration 18Q: 3 clusters Score -490227.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -490285.968750 Penalty: 2978.566406
	Iteration 19Q: 3 clusters Score -490286 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -490314.468750 Penalty: 2978.566406
	Iteration 20F: 3 clusters Score -490314.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -490342.312500 Penalty: 2978.566406
	Iteration 21Q: 3 clusters Score -490342.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -490363.125000 Penalty: 2978.566406
	Iteration 22Q: 3 clusters Score -490363.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -490382.562500 Penalty: 2978.566406
	Iteration 23Q: 3 clusters Score -490382.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -490396.000000 Penalty: 2978.566406
	Iteration 24Q: 3 clusters Score -490396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -490410.593750 Penalty: 2978.566406
	Iteration 25Q: 3 clusters Score -490410.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -490416.781250 Penalty: 2978.566406
	Iteration 26Q: 3 clusters Score -490416.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -490421.218750 Penalty: 2978.566406
	Iteration 27Q: 3 clusters Score -490421.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -490431.562500 Penalty: 2978.566406
	Iteration 28Q: 3 clusters Score -490431.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -490435.593750 Penalty: 2978.566406
	Iteration 29Q: 3 clusters Score -490435.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -490446.406250 Penalty: 2978.566406
	Iteration 30Q: 3 clusters Score -490446.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -490450.406250 Penalty: 2978.566406
	Iteration 31Q: 3 clusters Score -490450.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -490452.156250 Penalty: 2978.566406
	Iteration 32Q: 3 clusters Score -490452.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -490452.375000 Penalty: 2978.566406
	Iteration 33Q: 3 clusters Score -490452.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -490452.375000 Penalty: 2978.566406
	Iteration 34F: 3 clusters Score -490452.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44626 members 
Entering Unmasked Estep 
Score: -2308215.750000 Penalty: 1739.736694
	Iteration 0F: 2 clusters Score -2308216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -2278406.500000 Penalty: 3479.473389
	Iteration 0F: 3 clusters Score -2278406 nChanged 20872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -2290177.000000 Penalty: 3479.473389
	Iteration 1F: 3 clusters Score -2290177 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -2290664.500000 Penalty: 3479.473389
	Iteration 2Q: 3 clusters Score -2290664 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -2291182.250000 Penalty: 3479.473389
	Iteration 3Q: 3 clusters Score -2291182 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -2291718.000000 Penalty: 3479.473389
	Iteration 4Q: 3 clusters Score -2291718 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -2292313.250000 Penalty: 3479.473389
	Iteration 5Q: 3 clusters Score -2292313 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -2292948.750000 Penalty: 3479.473389
	Iteration 6Q: 3 clusters Score -2292949 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -2293655.500000 Penalty: 3479.473389
	Iteration 7Q: 3 clusters Score -2293656 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -2294430.000000 Penalty: 3479.473389
	Iteration 8Q: 3 clusters Score -2294430 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -2295293.500000 Penalty: 3479.473389
	Iteration 9Q: 3 clusters Score -2295294 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -2296298.750000 Penalty: 3479.473389
	Iteration 10Q: 3 clusters Score -2296299 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -2297468.500000 Penalty: 3479.473389
	Iteration 11Q: 3 clusters Score -2297468 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -2298707.500000 Penalty: 3479.473389
	Iteration 12Q: 3 clusters Score -2298708 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -2300095.250000 Penalty: 3479.473389
	Iteration 13Q: 3 clusters Score -2300095 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -2301396.750000 Penalty: 3479.473389
	Iteration 14Q: 3 clusters Score -2301397 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -2302606.750000 Penalty: 3479.473389
	Iteration 15Q: 3 clusters Score -2302607 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -2303639.000000 Penalty: 3479.473389
	Iteration 16Q: 3 clusters Score -2303639 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -2304537.500000 Penalty: 3479.473389
	Iteration 17Q: 3 clusters Score -2304538 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -2305238.750000 Penalty: 3479.473389
	Iteration 18Q: 3 clusters Score -2305239 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -2305787.250000 Penalty: 3479.473389
	Iteration 19Q: 3 clusters Score -2305787 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 43596 members 
Entering Unmasked Estep 
Score: -2306112.750000 Penalty: 3479.473389
	Iteration 20F: 3 clusters Score -2306113 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -2306333.500000 Penalty: 3479.473389
	Iteration 21Q: 3 clusters Score -2306334 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 44069 members 
Entering Unmasked Estep 
Score: -2306494.750000 Penalty: 3479.473389
	Iteration 22Q: 3 clusters Score -2306495 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 44158 members 
Entering Unmasked Estep 
Score: -2306569.500000 Penalty: 3479.473389
	Iteration 23Q: 3 clusters Score -2306570 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -2306623.000000 Penalty: 3479.473389
	Iteration 24Q: 3 clusters Score -2306623 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -2306654.750000 Penalty: 3479.473389
	Iteration 25Q: 3 clusters Score -2306655 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
Score: -2306676.250000 Penalty: 3479.473389
	Iteration 26Q: 3 clusters Score -2306676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 44282 members 
Entering Unmasked Estep 
Score: -2306689.250000 Penalty: 3479.473389
	Iteration 27Q: 3 clusters Score -2306689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 44289 members 
Entering Unmasked Estep 
Score: -2306696.000000 Penalty: 3479.473389
	Iteration 28Q: 3 clusters Score -2306696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -2306708.500000 Penalty: 3479.473389
	Iteration 29Q: 3 clusters Score -2306708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 44306 members 
Entering Unmasked Estep 
Score: -2306712.500000 Penalty: 3479.473389
	Iteration 30Q: 3 clusters Score -2306712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -2306713.000000 Penalty: 3479.473389
	Iteration 31Q: 3 clusters Score -2306713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 44317 members 
Entering Unmasked Estep 
Score: -2306716.750000 Penalty: 3479.473389
	Iteration 32Q: 3 clusters Score -2306717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 44320 members 
Entering Unmasked Estep 
Score: -2306719.750000 Penalty: 3479.473389
	Iteration 33Q: 3 clusters Score -2306720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 44320 members 
Entering Unmasked Estep 
Score: -2306721.750000 Penalty: 3479.473389
	Iteration 34Q: 3 clusters Score -2306722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 44322 members 
Entering Unmasked Estep 
Score: -2306722.750000 Penalty: 3479.473389
	Iteration 35Q: 3 clusters Score -2306723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -2306728.500000 Penalty: 3479.473389
	Iteration 36Q: 3 clusters Score -2306728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 44326 members 
Entering Unmasked Estep 
Score: -2306730.500000 Penalty: 3479.473389
	Iteration 37Q: 3 clusters Score -2306730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -2306730.750000 Penalty: 3479.473389
	Iteration 38Q: 3 clusters Score -2306731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -2306731.750000 Penalty: 3479.473389
	Iteration 39Q: 3 clusters Score -2306732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 44332 members 
Entering Unmasked Estep 
Score: -2306734.250000 Penalty: 3479.473389
	Iteration 40F: 3 clusters Score -2306734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 44335 members 
Entering Unmasked Estep 
Score: -2306738.750000 Penalty: 3479.473389
	Iteration 41Q: 3 clusters Score -2306739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -2306743.250000 Penalty: 3479.473389
	Iteration 42Q: 3 clusters Score -2306743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 44338 members 
Entering Unmasked Estep 
Score: -2306746.500000 Penalty: 3479.473389
	Iteration 43Q: 3 clusters Score -2306746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 44340 members 
Entering Unmasked Estep 
Score: -2306750.000000 Penalty: 3479.473389
	Iteration 44Q: 3 clusters Score -2306750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -2306751.750000 Penalty: 3479.473389
	Iteration 45Q: 3 clusters Score -2306752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -2306755.750000 Penalty: 3479.473389
	Iteration 46Q: 3 clusters Score -2306756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 44356 members 
Entering Unmasked Estep 
Score: -2306765.500000 Penalty: 3479.473389
	Iteration 47Q: 3 clusters Score -2306766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -2306770.000000 Penalty: 3479.473389
	Iteration 48Q: 3 clusters Score -2306770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
Score: -2306771.750000 Penalty: 3479.473389
	Iteration 49Q: 3 clusters Score -2306772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 44366 members 
Entering Unmasked Estep 
Score: -2306777.250000 Penalty: 3479.473389
	Iteration 50Q: 3 clusters Score -2306777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 44368 members 
Entering Unmasked Estep 
Score: -2306777.250000 Penalty: 3479.473389
	Iteration 51Q: 3 clusters Score -2306777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 44368 members 
Entering Unmasked Estep 
Score: -2306778.500000 Penalty: 3479.473389
	Iteration 52Q: 3 clusters Score -2306778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 44369 members 
Entering Unmasked Estep 
Score: -2306785.750000 Penalty: 3479.473389
	Iteration 53Q: 3 clusters Score -2306786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -2306787.000000 Penalty: 3479.473389
	Iteration 54Q: 3 clusters Score -2306787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 44372 members 
Entering Unmasked Estep 
Score: -2306787.250000 Penalty: 3479.473389
	Iteration 55Q: 3 clusters Score -2306787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 44372 members 
Entering Unmasked Estep 
Score: -2306790.250000 Penalty: 3479.473389
	Iteration 56Q: 3 clusters Score -2306790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 44372 members 
Entering Unmasked Estep 
Score: -2306790.250000 Penalty: 3479.473389
	Iteration 57F: 3 clusters Score -2306790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Entering Unmasked Estep 
Score: -1177451.250000 Penalty: 1631.674316
	Iteration 0F: 2 clusters Score -1177451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1161787.375000 Penalty: 3263.348633
	Iteration 0F: 3 clusters Score -1161787 nChanged 10495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1167486.875000 Penalty: 3263.348633
	Iteration 1F: 3 clusters Score -1167487 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1167821.375000 Penalty: 3263.348633
	Iteration 2Q: 3 clusters Score -1167821 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1168155.625000 Penalty: 3263.348633
	Iteration 3Q: 3 clusters Score -1168156 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1168578.000000 Penalty: 3263.348633
	Iteration 4Q: 3 clusters Score -1168578 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -1169186.875000 Penalty: 3263.348633
	Iteration 5F: 3 clusters Score -1169187 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -1169976.625000 Penalty: 3263.348633
	Iteration 6F: 3 clusters Score -1169977 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -1171022.500000 Penalty: 3263.348633
	Iteration 7F: 3 clusters Score -1171022 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -1172302.625000 Penalty: 3263.348633
	Iteration 8F: 3 clusters Score -1172303 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -1173549.125000 Penalty: 3263.348633
	Iteration 9F: 3 clusters Score -1173549 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -1174514.250000 Penalty: 3263.348633
	Iteration 10Q: 3 clusters Score -1174514 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -1175114.625000 Penalty: 3263.348633
	Iteration 11Q: 3 clusters Score -1175115 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -1175505.375000 Penalty: 3263.348633
	Iteration 12Q: 3 clusters Score -1175505 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -1175766.750000 Penalty: 3263.348633
	Iteration 13Q: 3 clusters Score -1175767 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -1175915.375000 Penalty: 3263.348633
	Iteration 14Q: 3 clusters Score -1175915 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -1175996.875000 Penalty: 3263.348633
	Iteration 15Q: 3 clusters Score -1175997 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -1176050.375000 Penalty: 3263.348633
	Iteration 16Q: 3 clusters Score -1176050 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -1176083.250000 Penalty: 3263.348633
	Iteration 17Q: 3 clusters Score -1176083 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -1176117.250000 Penalty: 3263.348633
	Iteration 18Q: 3 clusters Score -1176117 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -1176135.625000 Penalty: 3263.348633
	Iteration 19Q: 3 clusters Score -1176136 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -1176147.000000 Penalty: 3263.348633
	Iteration 20F: 3 clusters Score -1176147 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -1176155.750000 Penalty: 3263.348633
	Iteration 21Q: 3 clusters Score -1176156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -1176165.625000 Penalty: 3263.348633
	Iteration 22Q: 3 clusters Score -1176166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -1176172.500000 Penalty: 3263.348633
	Iteration 23Q: 3 clusters Score -1176172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -1176180.750000 Penalty: 3263.348633
	Iteration 24Q: 3 clusters Score -1176181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -1176185.875000 Penalty: 3263.348633
	Iteration 25Q: 3 clusters Score -1176186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -1176188.500000 Penalty: 3263.348633
	Iteration 26Q: 3 clusters Score -1176188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -1176191.250000 Penalty: 3263.348633
	Iteration 27Q: 3 clusters Score -1176191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -1176193.375000 Penalty: 3263.348633
	Iteration 28Q: 3 clusters Score -1176193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -1176197.750000 Penalty: 3263.348633
	Iteration 29Q: 3 clusters Score -1176198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -1176205.375000 Penalty: 3263.348633
	Iteration 30Q: 3 clusters Score -1176205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -1176205.375000 Penalty: 3263.348633
	Iteration 31Q: 3 clusters Score -1176205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -1176207.000000 Penalty: 3263.348633
	Iteration 32Q: 3 clusters Score -1176207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -1176207.375000 Penalty: 3263.348633
	Iteration 33Q: 3 clusters Score -1176207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -1176210.250000 Penalty: 3263.348633
	Iteration 34Q: 3 clusters Score -1176210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -1176211.125000 Penalty: 3263.348633
	Iteration 35Q: 3 clusters Score -1176211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -1176212.250000 Penalty: 3263.348633
	Iteration 36Q: 3 clusters Score -1176212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -1176209.875000 Penalty: 3263.348633
	Iteration 37Q: 3 clusters Score -1176210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -1176211.000000 Penalty: 3263.348633
	Iteration 38Q: 3 clusters Score -1176211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -1176212.625000 Penalty: 3263.348633
	Iteration 39Q: 3 clusters Score -1176213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -1176212.625000 Penalty: 3263.348633
	Iteration 40F: 3 clusters Score -1176213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Entering Unmasked Estep 
Score: -506533.937500 Penalty: 1484.029175
	Iteration 0F: 2 clusters Score -506533.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -499932.218750 Penalty: 2968.058350
	Iteration 0F: 3 clusters Score -499932.2 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -501979.343750 Penalty: 2968.058350
	Iteration 1F: 3 clusters Score -501979.3 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -502195.093750 Penalty: 2968.058350
	Iteration 2F: 3 clusters Score -502195.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -502371.718750 Penalty: 2968.058350
	Iteration 3Q: 3 clusters Score -502371.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -502537.656250 Penalty: 2968.058350
	Iteration 4Q: 3 clusters Score -502537.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -502701.781250 Penalty: 2968.058350
	Iteration 5Q: 3 clusters Score -502701.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -502881.375000 Penalty: 2968.058350
	Iteration 6Q: 3 clusters Score -502881.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -503081.218750 Penalty: 2968.058350
	Iteration 7Q: 3 clusters Score -503081.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -503301.406250 Penalty: 2968.058350
	Iteration 8Q: 3 clusters Score -503301.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -503537.468750 Penalty: 2968.058350
	Iteration 9Q: 3 clusters Score -503537.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -503776.843750 Penalty: 2968.058350
	Iteration 10Q: 3 clusters Score -503776.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -503998.968750 Penalty: 2968.058350
	Iteration 11Q: 3 clusters Score -503999 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -504222.625000 Penalty: 2968.058350
	Iteration 12Q: 3 clusters Score -504222.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -504401.593750 Penalty: 2968.058350
	Iteration 13Q: 3 clusters Score -504401.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -504517.875000 Penalty: 2968.058350
	Iteration 14Q: 3 clusters Score -504517.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -504610.562500 Penalty: 2968.058350
	Iteration 15Q: 3 clusters Score -504610.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -504662.000000 Penalty: 2968.058350
	Iteration 16Q: 3 clusters Score -504662 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -504715.406250 Penalty: 2968.058350
	Iteration 17Q: 3 clusters Score -504715.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -504754.781250 Penalty: 2968.058350
	Iteration 18Q: 3 clusters Score -504754.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -504792.750000 Penalty: 2968.058350
	Iteration 19Q: 3 clusters Score -504792.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -504825.156250 Penalty: 2968.058350
	Iteration 20F: 3 clusters Score -504825.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -504858.625000 Penalty: 2968.058350
	Iteration 21Q: 3 clusters Score -504858.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -504890.375000 Penalty: 2968.058350
	Iteration 22Q: 3 clusters Score -504890.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -504926.343750 Penalty: 2968.058350
	Iteration 23Q: 3 clusters Score -504926.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -504960.718750 Penalty: 2968.058350
	Iteration 24Q: 3 clusters Score -504960.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -504987.625000 Penalty: 2968.058350
	Iteration 25Q: 3 clusters Score -504987.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -505012.125000 Penalty: 2968.058350
	Iteration 26Q: 3 clusters Score -505012.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -505043.187500 Penalty: 2968.058350
	Iteration 27Q: 3 clusters Score -505043.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -505065.593750 Penalty: 2968.058350
	Iteration 28Q: 3 clusters Score -505065.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -505086.843750 Penalty: 2968.058350
	Iteration 29Q: 3 clusters Score -505086.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -505108.437500 Penalty: 2968.058350
	Iteration 30Q: 3 clusters Score -505108.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -505119.718750 Penalty: 2968.058350
	Iteration 31Q: 3 clusters Score -505119.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -505126.968750 Penalty: 2968.058350
	Iteration 32Q: 3 clusters Score -505127 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -505137.406250 Penalty: 2968.058350
	Iteration 33Q: 3 clusters Score -505137.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -505146.812500 Penalty: 2968.058350
	Iteration 34Q: 3 clusters Score -505146.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -505156.750000 Penalty: 2968.058350
	Iteration 35Q: 3 clusters Score -505156.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -505167.062500 Penalty: 2968.058350
	Iteration 36Q: 3 clusters Score -505167.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -505175.031250 Penalty: 2968.058350
	Iteration 37Q: 3 clusters Score -505175 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -505180.937500 Penalty: 2968.058350
	Iteration 38Q: 3 clusters Score -505180.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -505185.281250 Penalty: 2968.058350
	Iteration 39Q: 3 clusters Score -505185.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -505192.218750 Penalty: 2968.058350
	Iteration 40F: 3 clusters Score -505192.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -505198.250000 Penalty: 2968.058350
	Iteration 41Q: 3 clusters Score -505198.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -505202.937500 Penalty: 2968.058350
	Iteration 42Q: 3 clusters Score -505202.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -505206.218750 Penalty: 2968.058350
	Iteration 43Q: 3 clusters Score -505206.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -505209.531250 Penalty: 2968.058350
	Iteration 44Q: 3 clusters Score -505209.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -505210.781250 Penalty: 2968.058350
	Iteration 45Q: 3 clusters Score -505210.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -505212.437500 Penalty: 2968.058350
	Iteration 46Q: 3 clusters Score -505212.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -505213.218750 Penalty: 2968.058350
	Iteration 47Q: 3 clusters Score -505213.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -505213.250000 Penalty: 2968.058350
	Iteration 48Q: 3 clusters Score -505213.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -505214.156250 Penalty: 2968.058350
	Iteration 49Q: 3 clusters Score -505214.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -505215.562500 Penalty: 2968.058350
	Iteration 50Q: 3 clusters Score -505215.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -505217.468750 Penalty: 2968.058350
	Iteration 51Q: 3 clusters Score -505217.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -505217.843750 Penalty: 2968.058350
	Iteration 52Q: 3 clusters Score -505217.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -505217.593750 Penalty: 2968.058350
	Iteration 53Q: 3 clusters Score -505217.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -505218.687500 Penalty: 2968.058350
	Iteration 54Q: 3 clusters Score -505218.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -505218.562500 Penalty: 2968.058350
	Iteration 55Q: 3 clusters Score -505218.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -505218.343750 Penalty: 2968.058350
	Iteration 56Q: 3 clusters Score -505218.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -505218.343750 Penalty: 2968.058350
	Iteration 57F: 3 clusters Score -505218.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Entering Unmasked Estep 
Score: -203440.390625 Penalty: 1361.563110
	Iteration 0F: 2 clusters Score -203440.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -199854.734375 Penalty: 2723.126221
	Iteration 0F: 3 clusters Score -199854.7 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -200807.718750 Penalty: 2723.126221
	Iteration 1F: 3 clusters Score -200807.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -200973.359375 Penalty: 2723.126221
	Iteration 2F: 3 clusters Score -200973.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -201083.968750 Penalty: 2723.126221
	Iteration 3F: 3 clusters Score -201084 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -201158.125000 Penalty: 2723.126221
	Iteration 4Q: 3 clusters Score -201158.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -201219.687500 Penalty: 2723.126221
	Iteration 5Q: 3 clusters Score -201219.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -201284.609375 Penalty: 2723.126221
	Iteration 6Q: 3 clusters Score -201284.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -201361.250000 Penalty: 2723.126221
	Iteration 7Q: 3 clusters Score -201361.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -201450.625000 Penalty: 2723.126221
	Iteration 8Q: 3 clusters Score -201450.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -201535.828125 Penalty: 2723.126221
	Iteration 9Q: 3 clusters Score -201535.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -201606.796875 Penalty: 2723.126221
	Iteration 10Q: 3 clusters Score -201606.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -201685.531250 Penalty: 2723.126221
	Iteration 11Q: 3 clusters Score -201685.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -201788.328125 Penalty: 2723.126221
	Iteration 12Q: 3 clusters Score -201788.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -201895.812500 Penalty: 2723.126221
	Iteration 13Q: 3 clusters Score -201895.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -201999.046875 Penalty: 2723.126221
	Iteration 14Q: 3 clusters Score -201999 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -202102.109375 Penalty: 2723.126221
	Iteration 15Q: 3 clusters Score -202102.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -202172.140625 Penalty: 2723.126221
	Iteration 16Q: 3 clusters Score -202172.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -202232.031250 Penalty: 2723.126221
	Iteration 17Q: 3 clusters Score -202232 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -202279.000000 Penalty: 2723.126221
	Iteration 18Q: 3 clusters Score -202279 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -202320.703125 Penalty: 2723.126221
	Iteration 19Q: 3 clusters Score -202320.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -202359.390625 Penalty: 2723.126221
	Iteration 20F: 3 clusters Score -202359.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -202387.468750 Penalty: 2723.126221
	Iteration 21Q: 3 clusters Score -202387.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -202415.000000 Penalty: 2723.126221
	Iteration 22Q: 3 clusters Score -202415 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -202434.703125 Penalty: 2723.126221
	Iteration 23Q: 3 clusters Score -202434.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -202452.328125 Penalty: 2723.126221
	Iteration 24Q: 3 clusters Score -202452.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -202465.187500 Penalty: 2723.126221
	Iteration 25Q: 3 clusters Score -202465.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -202478.000000 Penalty: 2723.126221
	Iteration 26Q: 3 clusters Score -202478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -202483.593750 Penalty: 2723.126221
	Iteration 27Q: 3 clusters Score -202483.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -202486.843750 Penalty: 2723.126221
	Iteration 28Q: 3 clusters Score -202486.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -202489.562500 Penalty: 2723.126221
	Iteration 29Q: 3 clusters Score -202489.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -202496.015625 Penalty: 2723.126221
	Iteration 30Q: 3 clusters Score -202496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -202501.125000 Penalty: 2723.126221
	Iteration 31Q: 3 clusters Score -202501.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -202507.109375 Penalty: 2723.126221
	Iteration 32Q: 3 clusters Score -202507.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -202512.031250 Penalty: 2723.126221
	Iteration 33Q: 3 clusters Score -202512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -202515.859375 Penalty: 2723.126221
	Iteration 34Q: 3 clusters Score -202515.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -202520.078125 Penalty: 2723.126221
	Iteration 35Q: 3 clusters Score -202520.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -202523.187500 Penalty: 2723.126221
	Iteration 36Q: 3 clusters Score -202523.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -202525.328125 Penalty: 2723.126221
	Iteration 37Q: 3 clusters Score -202525.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -202527.109375 Penalty: 2723.126221
	Iteration 38Q: 3 clusters Score -202527.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -202528.390625 Penalty: 2723.126221
	Iteration 39Q: 3 clusters Score -202528.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -202528.468750 Penalty: 2723.126221
	Iteration 40F: 3 clusters Score -202528.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Entering Unmasked Estep 
Score: -420837.468750 Penalty: 1458.519409
	Iteration 0F: 2 clusters Score -420837.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -415060.062500 Penalty: 2917.038818
	Iteration 0F: 3 clusters Score -415060.1 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -416953.656250 Penalty: 2917.038818
	Iteration 1F: 3 clusters Score -416953.7 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -417266.343750 Penalty: 2917.038818
	Iteration 2F: 3 clusters Score -417266.3 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -417535.062500 Penalty: 2917.038818
	Iteration 3F: 3 clusters Score -417535.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -417811.718750 Penalty: 2917.038818
	Iteration 4F: 3 clusters Score -417811.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -418127.218750 Penalty: 2917.038818
	Iteration 5F: 3 clusters Score -418127.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -418462.593750 Penalty: 2917.038818
	Iteration 6F: 3 clusters Score -418462.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -418776.625000 Penalty: 2917.038818
	Iteration 7Q: 3 clusters Score -418776.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -418974.093750 Penalty: 2917.038818
	Iteration 8Q: 3 clusters Score -418974.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -419105.375000 Penalty: 2917.038818
	Iteration 9Q: 3 clusters Score -419105.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -419189.281250 Penalty: 2917.038818
	Iteration 10Q: 3 clusters Score -419189.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -419234.968750 Penalty: 2917.038818
	Iteration 11Q: 3 clusters Score -419235 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -419267.562500 Penalty: 2917.038818
	Iteration 12Q: 3 clusters Score -419267.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -419287.343750 Penalty: 2917.038818
	Iteration 13Q: 3 clusters Score -419287.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -419306.093750 Penalty: 2917.038818
	Iteration 14Q: 3 clusters Score -419306.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -419324.031250 Penalty: 2917.038818
	Iteration 15Q: 3 clusters Score -419324 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -419343.843750 Penalty: 2917.038818
	Iteration 16Q: 3 clusters Score -419343.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -419369.125000 Penalty: 2917.038818
	Iteration 17Q: 3 clusters Score -419369.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -419395.218750 Penalty: 2917.038818
	Iteration 18Q: 3 clusters Score -419395.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -419418.625000 Penalty: 2917.038818
	Iteration 19Q: 3 clusters Score -419418.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -419441.250000 Penalty: 2917.038818
	Iteration 20F: 3 clusters Score -419441.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -419464.187500 Penalty: 2917.038818
	Iteration 21Q: 3 clusters Score -419464.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -419485.000000 Penalty: 2917.038818
	Iteration 22Q: 3 clusters Score -419485 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -419502.062500 Penalty: 2917.038818
	Iteration 23Q: 3 clusters Score -419502.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -419514.218750 Penalty: 2917.038818
	Iteration 24Q: 3 clusters Score -419514.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -419530.562500 Penalty: 2917.038818
	Iteration 25Q: 3 clusters Score -419530.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -419543.875000 Penalty: 2917.038818
	Iteration 26Q: 3 clusters Score -419543.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -419556.687500 Penalty: 2917.038818
	Iteration 27Q: 3 clusters Score -419556.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -419568.656250 Penalty: 2917.038818
	Iteration 28Q: 3 clusters Score -419568.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -419576.781250 Penalty: 2917.038818
	Iteration 29Q: 3 clusters Score -419576.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -419591.125000 Penalty: 2917.038818
	Iteration 30Q: 3 clusters Score -419591.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -419601.906250 Penalty: 2917.038818
	Iteration 31Q: 3 clusters Score -419601.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -419608.093750 Penalty: 2917.038818
	Iteration 32Q: 3 clusters Score -419608.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -419613.375000 Penalty: 2917.038818
	Iteration 33Q: 3 clusters Score -419613.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -419617.312500 Penalty: 2917.038818
	Iteration 34Q: 3 clusters Score -419617.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -419620.375000 Penalty: 2917.038818
	Iteration 35Q: 3 clusters Score -419620.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -419622.031250 Penalty: 2917.038818
	Iteration 36Q: 3 clusters Score -419622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -419622.312500 Penalty: 2917.038818
	Iteration 37Q: 3 clusters Score -419622.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -419623.875000 Penalty: 2917.038818
	Iteration 38Q: 3 clusters Score -419623.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -419625.062500 Penalty: 2917.038818
	Iteration 39Q: 3 clusters Score -419625.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -419625.843750 Penalty: 2917.038818
	Iteration 40F: 3 clusters Score -419625.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -419625.937500 Penalty: 2917.038818
	Iteration 41Q: 3 clusters Score -419625.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -419626.875000 Penalty: 2917.038818
	Iteration 42Q: 3 clusters Score -419626.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -419627.593750 Penalty: 2917.038818
	Iteration 43Q: 3 clusters Score -419627.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -419628.000000 Penalty: 2917.038818
	Iteration 44Q: 3 clusters Score -419628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -419627.906250 Penalty: 2917.038818
	Iteration 45Q: 3 clusters Score -419627.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -419629.781250 Penalty: 2917.038818
	Iteration 46Q: 3 clusters Score -419629.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -419629.843750 Penalty: 2917.038818
	Iteration 47Q: 3 clusters Score -419629.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -419630.718750 Penalty: 2917.038818
	Iteration 48Q: 3 clusters Score -419630.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -419630.843750 Penalty: 2917.038818
	Iteration 49Q: 3 clusters Score -419630.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -419631.437500 Penalty: 2917.038818
	Iteration 50Q: 3 clusters Score -419631.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -419631.437500 Penalty: 2917.038818
	Iteration 51F: 3 clusters Score -419631.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Entering Unmasked Estep 
Score: -625967.562500 Penalty: 1534.802368
	Iteration 0F: 2 clusters Score -625967.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -617110.375000 Penalty: 3069.604736
	Iteration 0F: 3 clusters Score -617110.4 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -620064.125000 Penalty: 3069.604736
	Iteration 1F: 3 clusters Score -620064.1 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -620315.562500 Penalty: 3069.604736
	Iteration 2F: 3 clusters Score -620315.6 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -620537.750000 Penalty: 3069.604736
	Iteration 3Q: 3 clusters Score -620537.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -620715.875000 Penalty: 3069.604736
	Iteration 4Q: 3 clusters Score -620715.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -620886.500000 Penalty: 3069.604736
	Iteration 5Q: 3 clusters Score -620886.5 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -621088.375000 Penalty: 3069.604736
	Iteration 6Q: 3 clusters Score -621088.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -621334.437500 Penalty: 3069.604736
	Iteration 7Q: 3 clusters Score -621334.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -621605.937500 Penalty: 3069.604736
	Iteration 8Q: 3 clusters Score -621605.9 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -621946.750000 Penalty: 3069.604736
	Iteration 9Q: 3 clusters Score -621946.8 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -622325.562500 Penalty: 3069.604736
	Iteration 10Q: 3 clusters Score -622325.6 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -622666.625000 Penalty: 3069.604736
	Iteration 11Q: 3 clusters Score -622666.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -622973.562500 Penalty: 3069.604736
	Iteration 12Q: 3 clusters Score -622973.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -623206.312500 Penalty: 3069.604736
	Iteration 13Q: 3 clusters Score -623206.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -623408.250000 Penalty: 3069.604736
	Iteration 14Q: 3 clusters Score -623408.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -623622.437500 Penalty: 3069.604736
	Iteration 15Q: 3 clusters Score -623622.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -623852.812500 Penalty: 3069.604736
	Iteration 16Q: 3 clusters Score -623852.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -624075.687500 Penalty: 3069.604736
	Iteration 17Q: 3 clusters Score -624075.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -624314.750000 Penalty: 3069.604736
	Iteration 18Q: 3 clusters Score -624314.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -624474.562500 Penalty: 3069.604736
	Iteration 19Q: 3 clusters Score -624474.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -624570.562500 Penalty: 3069.604736
	Iteration 20F: 3 clusters Score -624570.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -624635.812500 Penalty: 3069.604736
	Iteration 21Q: 3 clusters Score -624635.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -624681.187500 Penalty: 3069.604736
	Iteration 22Q: 3 clusters Score -624681.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -624713.375000 Penalty: 3069.604736
	Iteration 23Q: 3 clusters Score -624713.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -624729.437500 Penalty: 3069.604736
	Iteration 24Q: 3 clusters Score -624729.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -624740.812500 Penalty: 3069.604736
	Iteration 25Q: 3 clusters Score -624740.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -624746.187500 Penalty: 3069.604736
	Iteration 26Q: 3 clusters Score -624746.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -624752.000000 Penalty: 3069.604736
	Iteration 27Q: 3 clusters Score -624752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -624760.187500 Penalty: 3069.604736
	Iteration 28Q: 3 clusters Score -624760.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -624764.250000 Penalty: 3069.604736
	Iteration 29Q: 3 clusters Score -624764.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -624769.687500 Penalty: 3069.604736
	Iteration 30Q: 3 clusters Score -624769.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -624771.000000 Penalty: 3069.604736
	Iteration 31Q: 3 clusters Score -624771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -624774.375000 Penalty: 3069.604736
	Iteration 32Q: 3 clusters Score -624774.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -624777.062500 Penalty: 3069.604736
	Iteration 33Q: 3 clusters Score -624777.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -624780.125000 Penalty: 3069.604736
	Iteration 34Q: 3 clusters Score -624780.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -624782.062500 Penalty: 3069.604736
	Iteration 35Q: 3 clusters Score -624782.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -624784.375000 Penalty: 3069.604736
	Iteration 36Q: 3 clusters Score -624784.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -624784.187500 Penalty: 3069.604736
	Iteration 37Q: 3 clusters Score -624784.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -624784.187500 Penalty: 3069.604736
	Iteration 38F: 3 clusters Score -624784.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189815 members 
Mstep: Class 5 contains 20895 members 
Mstep: Class 6 contains 183584 members 
Mstep: Class 9 contains 2648 members 
Mstep: Class 10 contains 42713 members 
Mstep: Class 11 contains 9555 members 
Mstep: Class 17 contains 44626 members 
Mstep: Class 19 contains 22950 members 
Mstep: Class 20 contains 9251 members 
Mstep: Class 21 contains 4354 members 
Mstep: Class 22 contains 7907 members 
Mstep: Class 23 contains 12644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29083886.000000 Penalty: 30217.503906
Iteration 79Q: 15 clusters Score -2.908389e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189831 members 
Mstep: Class 5 contains 20958 members 
Mstep: Class 6 contains 183717 members 
Mstep: Class 9 contains 2649 members 
Mstep: Class 10 contains 42693 members 
Mstep: Class 11 contains 9555 members 
Mstep: Class 17 contains 44617 members 
Mstep: Class 19 contains 22804 members 
Mstep: Class 20 contains 9227 members 
Mstep: Class 21 contains 4354 members 
Mstep: Class 22 contains 7908 members 
Mstep: Class 23 contains 12647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084026.000000 Penalty: 30217.503906
Iteration 80F: 15 clusters Score -2.908403e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189833 members 
Mstep: Class 5 contains 21031 members 
Mstep: Class 6 contains 183838 members 
Mstep: Class 9 contains 2650 members 
Mstep: Class 10 contains 42677 members 
Mstep: Class 11 contains 9555 members 
Mstep: Class 17 contains 44603 members 
Mstep: Class 19 contains 22667 members 
Mstep: Class 20 contains 9218 members 
Mstep: Class 21 contains 4353 members 
Mstep: Class 22 contains 7908 members 
Mstep: Class 23 contains 12648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084058.000000 Penalty: 30217.503906
Iteration 81Q: 15 clusters Score -2.908406e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 2426 members 
Mstep: Class 4 contains 189828 members 
Mstep: Class 5 contains 21110 members 
Mstep: Class 6 contains 183975 members 
Mstep: Class 9 contains 2647 members 
Mstep: Class 10 contains 42659 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 17 contains 44596 members 
Mstep: Class 19 contains 22508 members 
Mstep: Class 20 contains 9212 members 
Mstep: Class 21 contains 4351 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 12651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084052.000000 Penalty: 30217.503906
Iteration 82Q: 15 clusters Score -2.908405e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Mstep: Class 2 contains 2426 members 
Mstep: Class 4 contains 189816 members 
Mstep: Class 5 contains 21166 members 
Mstep: Class 6 contains 184131 members 
Mstep: Class 9 contains 2650 members 
Mstep: Class 10 contains 42637 members 
Mstep: Class 11 contains 9554 members 
Mstep: Class 17 contains 44589 members 
Mstep: Class 19 contains 22367 members 
Mstep: Class 20 contains 9206 members 
Mstep: Class 21 contains 4351 members 
Mstep: Class 22 contains 7910 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084094.000000 Penalty: 30217.503906
Iteration 83Q: 15 clusters Score -2.908409e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 2426 members 
Mstep: Class 4 contains 189809 members 
Mstep: Class 5 contains 21225 members 
Mstep: Class 6 contains 184253 members 
Mstep: Class 9 contains 2653 members 
Mstep: Class 10 contains 42626 members 
Mstep: Class 11 contains 9550 members 
Mstep: Class 17 contains 44580 members 
Mstep: Class 19 contains 22239 members 
Mstep: Class 20 contains 9201 members 
Mstep: Class 21 contains 4352 members 
Mstep: Class 22 contains 7910 members 
Mstep: Class 23 contains 12653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084058.000000 Penalty: 30217.503906
Iteration 84Q: 15 clusters Score -2.908406e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 2426 members 
Mstep: Class 4 contains 189809 members 
Mstep: Class 5 contains 21279 members 
Mstep: Class 6 contains 184367 members 
Mstep: Class 9 contains 2653 members 
Mstep: Class 10 contains 42619 members 
Mstep: Class 11 contains 9550 members 
Mstep: Class 17 contains 44571 members 
Mstep: Class 19 contains 22112 members 
Mstep: Class 20 contains 9197 members 
Mstep: Class 21 contains 4354 members 
Mstep: Class 22 contains 7910 members 
Mstep: Class 23 contains 12650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084072.000000 Penalty: 30217.503906
Iteration 85Q: 15 clusters Score -2.908407e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 2426 members 
Mstep: Class 4 contains 189810 members 
Mstep: Class 5 contains 21331 members 
Mstep: Class 6 contains 184460 members 
Mstep: Class 9 contains 2652 members 
Mstep: Class 10 contains 42607 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44559 members 
Mstep: Class 19 contains 22001 members 
Mstep: Class 20 contains 9193 members 
Mstep: Class 21 contains 4354 members 
Mstep: Class 22 contains 7912 members 
Mstep: Class 23 contains 12652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084166.000000 Penalty: 30217.503906
Iteration 86Q: 15 clusters Score -2.908417e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 2426 members 
Mstep: Class 4 contains 189805 members 
Mstep: Class 5 contains 21404 members 
Mstep: Class 6 contains 184572 members 
Mstep: Class 9 contains 2650 members 
Mstep: Class 10 contains 42590 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44556 members 
Mstep: Class 19 contains 21863 members 
Mstep: Class 20 contains 9189 members 
Mstep: Class 21 contains 4354 members 
Mstep: Class 22 contains 7913 members 
Mstep: Class 23 contains 12653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084226.000000 Penalty: 30217.503906
Iteration 87Q: 15 clusters Score -2.908423e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 2426 members 
Mstep: Class 4 contains 189801 members 
Mstep: Class 5 contains 21468 members 
Mstep: Class 6 contains 184704 members 
Mstep: Class 9 contains 2649 members 
Mstep: Class 10 contains 42573 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44550 members 
Mstep: Class 19 contains 21719 members 
Mstep: Class 20 contains 9184 members 
Mstep: Class 21 contains 4351 members 
Mstep: Class 22 contains 7913 members 
Mstep: Class 23 contains 12652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084238.000000 Penalty: 30217.503906
Iteration 88Q: 15 clusters Score -2.908424e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 2426 members 
Mstep: Class 4 contains 189800 members 
Mstep: Class 5 contains 21530 members 
Mstep: Class 6 contains 184812 members 
Mstep: Class 9 contains 2649 members 
Mstep: Class 10 contains 42559 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 17 contains 44547 members 
Mstep: Class 19 contains 21582 members 
Mstep: Class 20 contains 9181 members 
Mstep: Class 21 contains 4350 members 
Mstep: Class 22 contains 7913 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084270.000000 Penalty: 30217.503906
Iteration 89Q: 15 clusters Score -2.908427e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189807 members 
Mstep: Class 5 contains 21582 members 
Mstep: Class 6 contains 184922 members 
Mstep: Class 9 contains 2653 members 
Mstep: Class 10 contains 42546 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 17 contains 44546 members 
Mstep: Class 19 contains 21441 members 
Mstep: Class 20 contains 9179 members 
Mstep: Class 21 contains 4348 members 
Mstep: Class 22 contains 7914 members 
Mstep: Class 23 contains 12657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084258.000000 Penalty: 30217.503906
Iteration 90Q: 15 clusters Score -2.908426e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189811 members 
Mstep: Class 5 contains 21631 members 
Mstep: Class 6 contains 185042 members 
Mstep: Class 9 contains 2655 members 
Mstep: Class 10 contains 42536 members 
Mstep: Class 11 contains 9557 members 
Mstep: Class 17 contains 44542 members 
Mstep: Class 19 contains 21298 members 
Mstep: Class 20 contains 9177 members 
Mstep: Class 21 contains 4348 members 
Mstep: Class 22 contains 7913 members 
Mstep: Class 23 contains 12657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084318.000000 Penalty: 30217.503906
Iteration 91Q: 15 clusters Score -2.908432e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189806 members 
Mstep: Class 5 contains 21678 members 
Mstep: Class 6 contains 185145 members 
Mstep: Class 9 contains 2660 members 
Mstep: Class 10 contains 42531 members 
Mstep: Class 11 contains 9557 members 
Mstep: Class 17 contains 44547 members 
Mstep: Class 19 contains 21157 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 4348 members 
Mstep: Class 22 contains 7916 members 
Mstep: Class 23 contains 12655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084368.000000 Penalty: 30217.503906
Iteration 92Q: 15 clusters Score -2.908437e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189797 members 
Mstep: Class 5 contains 21709 members 
Mstep: Class 6 contains 185266 members 
Mstep: Class 9 contains 2662 members 
Mstep: Class 10 contains 42523 members 
Mstep: Class 11 contains 9557 members 
Mstep: Class 17 contains 44541 members 
Mstep: Class 19 contains 21040 members 
Mstep: Class 20 contains 9166 members 
Mstep: Class 21 contains 4348 members 
Mstep: Class 22 contains 7918 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084348.000000 Penalty: 30217.503906
Iteration 93Q: 15 clusters Score -2.908435e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189799 members 
Mstep: Class 5 contains 21744 members 
Mstep: Class 6 contains 185373 members 
Mstep: Class 9 contains 2662 members 
Mstep: Class 10 contains 42514 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44534 members 
Mstep: Class 19 contains 20933 members 
Mstep: Class 20 contains 9156 members 
Mstep: Class 21 contains 4347 members 
Mstep: Class 22 contains 7923 members 
Mstep: Class 23 contains 12653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084340.000000 Penalty: 30217.503906
Iteration 94Q: 15 clusters Score -2.908434e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189800 members 
Mstep: Class 5 contains 21780 members 
Mstep: Class 6 contains 185459 members 
Mstep: Class 9 contains 2662 members 
Mstep: Class 10 contains 42509 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44521 members 
Mstep: Class 19 contains 20843 members 
Mstep: Class 20 contains 9148 members 
Mstep: Class 21 contains 4348 members 
Mstep: Class 22 contains 7925 members 
Mstep: Class 23 contains 12653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084346.000000 Penalty: 30217.503906
Iteration 95Q: 15 clusters Score -2.908435e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189800 members 
Mstep: Class 5 contains 21821 members 
Mstep: Class 6 contains 185534 members 
Mstep: Class 9 contains 2662 members 
Mstep: Class 10 contains 42507 members 
Mstep: Class 11 contains 9560 members 
Mstep: Class 17 contains 44513 members 
Mstep: Class 19 contains 20752 members 
Mstep: Class 20 contains 9136 members 
Mstep: Class 21 contains 4349 members 
Mstep: Class 22 contains 7928 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084324.000000 Penalty: 30217.503906
Iteration 96Q: 15 clusters Score -2.908432e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189799 members 
Mstep: Class 5 contains 21876 members 
Mstep: Class 6 contains 185605 members 
Mstep: Class 9 contains 2662 members 
Mstep: Class 10 contains 42501 members 
Mstep: Class 11 contains 9561 members 
Mstep: Class 17 contains 44508 members 
Mstep: Class 19 contains 20650 members 
Mstep: Class 20 contains 9132 members 
Mstep: Class 21 contains 4349 members 
Mstep: Class 22 contains 7929 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084318.000000 Penalty: 30217.503906
Iteration 97Q: 15 clusters Score -2.908432e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189799 members 
Mstep: Class 5 contains 21933 members 
Mstep: Class 6 contains 185659 members 
Mstep: Class 9 contains 2659 members 
Mstep: Class 10 contains 42494 members 
Mstep: Class 11 contains 9563 members 
Mstep: Class 17 contains 44503 members 
Mstep: Class 19 contains 20565 members 
Mstep: Class 20 contains 9128 members 
Mstep: Class 21 contains 4349 members 
Mstep: Class 22 contains 7929 members 
Mstep: Class 23 contains 12655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084340.000000 Penalty: 30217.503906
Iteration 98Q: 15 clusters Score -2.908434e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189802 members 
Mstep: Class 5 contains 21985 members 
Mstep: Class 6 contains 185700 members 
Mstep: Class 9 contains 2659 members 
Mstep: Class 10 contains 42491 members 
Mstep: Class 11 contains 9565 members 
Mstep: Class 17 contains 44500 members 
Mstep: Class 19 contains 20486 members 
Mstep: Class 20 contains 9122 members 
Mstep: Class 21 contains 4349 members 
Mstep: Class 22 contains 7931 members 
Mstep: Class 23 contains 12656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084382.000000 Penalty: 30217.503906
Iteration 99Q: 15 clusters Score -2.908438e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189803 members 
Mstep: Class 5 contains 22040 members 
Mstep: Class 6 contains 185759 members 
Mstep: Class 9 contains 2662 members 
Mstep: Class 10 contains 42488 members 
Mstep: Class 11 contains 9564 members 
Mstep: Class 17 contains 44496 members 
Mstep: Class 19 contains 20393 members 
Mstep: Class 20 contains 9114 members 
Mstep: Class 21 contains 4349 members 
Mstep: Class 22 contains 7932 members 
Mstep: Class 23 contains 12655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084388.000000 Penalty: 30217.503906
Iteration 100F: 15 clusters Score -2.908439e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189800 members 
Mstep: Class 5 contains 22091 members 
Mstep: Class 6 contains 185800 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 42488 members 
Mstep: Class 11 contains 9564 members 
Mstep: Class 17 contains 44492 members 
Mstep: Class 19 contains 20324 members 
Mstep: Class 20 contains 9103 members 
Mstep: Class 21 contains 4349 members 
Mstep: Class 22 contains 7932 members 
Mstep: Class 23 contains 12655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084358.000000 Penalty: 30217.503906
Iteration 101Q: 15 clusters Score -2.908436e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189797 members 
Mstep: Class 5 contains 22138 members 
Mstep: Class 6 contains 185835 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 42489 members 
Mstep: Class 11 contains 9562 members 
Mstep: Class 17 contains 44491 members 
Mstep: Class 19 contains 20265 members 
Mstep: Class 20 contains 9092 members 
Mstep: Class 21 contains 4349 members 
Mstep: Class 22 contains 7932 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084396.000000 Penalty: 30217.503906
Iteration 102Q: 15 clusters Score -2.90844e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189803 members 
Mstep: Class 5 contains 22174 members 
Mstep: Class 6 contains 185871 members 
Mstep: Class 9 contains 2662 members 
Mstep: Class 10 contains 42491 members 
Mstep: Class 11 contains 9560 members 
Mstep: Class 17 contains 44489 members 
Mstep: Class 19 contains 20208 members 
Mstep: Class 20 contains 9082 members 
Mstep: Class 21 contains 4349 members 
Mstep: Class 22 contains 7931 members 
Mstep: Class 23 contains 12652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084452.000000 Penalty: 30217.503906
Iteration 103Q: 15 clusters Score -2.908445e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189808 members 
Mstep: Class 5 contains 22204 members 
Mstep: Class 6 contains 185913 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 42491 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44483 members 
Mstep: Class 19 contains 20148 members 
Mstep: Class 20 contains 9077 members 
Mstep: Class 21 contains 4349 members 
Mstep: Class 22 contains 7930 members 
Mstep: Class 23 contains 12649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084394.000000 Penalty: 30217.503906
Iteration 104Q: 15 clusters Score -2.908439e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189808 members 
Mstep: Class 5 contains 22230 members 
Mstep: Class 6 contains 185965 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 42492 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44475 members 
Mstep: Class 19 contains 20090 members 
Mstep: Class 20 contains 9073 members 
Mstep: Class 21 contains 4349 members 
Mstep: Class 22 contains 7930 members 
Mstep: Class 23 contains 12648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084370.000000 Penalty: 30217.503906
Iteration 105Q: 15 clusters Score -2.908437e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189811 members 
Mstep: Class 5 contains 22255 members 
Mstep: Class 6 contains 186027 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 42491 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44464 members 
Mstep: Class 19 contains 20031 members 
Mstep: Class 20 contains 9067 members 
Mstep: Class 21 contains 4349 members 
Mstep: Class 22 contains 7931 members 
Mstep: Class 23 contains 12647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084356.000000 Penalty: 30217.503906
Iteration 106Q: 15 clusters Score -2.908436e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189816 members 
Mstep: Class 5 contains 22277 members 
Mstep: Class 6 contains 186078 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 42494 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44450 members 
Mstep: Class 19 contains 19979 members 
Mstep: Class 20 contains 9060 members 
Mstep: Class 21 contains 4349 members 
Mstep: Class 22 contains 7930 members 
Mstep: Class 23 contains 12645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084410.000000 Penalty: 30217.503906
Iteration 107Q: 15 clusters Score -2.908441e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189816 members 
Mstep: Class 5 contains 22305 members 
Mstep: Class 6 contains 186126 members 
Mstep: Class 9 contains 2667 members 
Mstep: Class 10 contains 42489 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44436 members 
Mstep: Class 19 contains 19931 members 
Mstep: Class 20 contains 9055 members 
Mstep: Class 21 contains 4349 members 
Mstep: Class 22 contains 7930 members 
Mstep: Class 23 contains 12643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084410.000000 Penalty: 30217.503906
Iteration 108Q: 15 clusters Score -2.908441e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189814 members 
Mstep: Class 5 contains 22330 members 
Mstep: Class 6 contains 186178 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 42490 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44417 members 
Mstep: Class 19 contains 19883 members 
Mstep: Class 20 contains 9048 members 
Mstep: Class 21 contains 4349 members 
Mstep: Class 22 contains 7930 members 
Mstep: Class 23 contains 12642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084442.000000 Penalty: 30217.503906
Iteration 109Q: 15 clusters Score -2.908444e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189820 members 
Mstep: Class 5 contains 22360 members 
Mstep: Class 6 contains 186225 members 
Mstep: Class 9 contains 2674 members 
Mstep: Class 10 contains 42487 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44400 members 
Mstep: Class 19 contains 19826 members 
Mstep: Class 20 contains 9040 members 
Mstep: Class 21 contains 4349 members 
Mstep: Class 22 contains 7930 members 
Mstep: Class 23 contains 12643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084406.000000 Penalty: 30217.503906
Iteration 110Q: 15 clusters Score -2.908441e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189830 members 
Mstep: Class 5 contains 22387 members 
Mstep: Class 6 contains 186273 members 
Mstep: Class 9 contains 2674 members 
Mstep: Class 10 contains 42487 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44383 members 
Mstep: Class 19 contains 19769 members 
Mstep: Class 20 contains 9030 members 
Mstep: Class 21 contains 4349 members 
Mstep: Class 22 contains 7930 members 
Mstep: Class 23 contains 12645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084412.000000 Penalty: 30217.503906
Iteration 111Q: 15 clusters Score -2.908441e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189840 members 
Mstep: Class 5 contains 22416 members 
Mstep: Class 6 contains 186322 members 
Mstep: Class 9 contains 2675 members 
Mstep: Class 10 contains 42487 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44375 members 
Mstep: Class 19 contains 19702 members 
Mstep: Class 20 contains 9019 members 
Mstep: Class 21 contains 4349 members 
Mstep: Class 22 contains 7930 members 
Mstep: Class 23 contains 12644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084464.000000 Penalty: 30217.503906
Iteration 112Q: 15 clusters Score -2.908446e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189840 members 
Mstep: Class 5 contains 22443 members 
Mstep: Class 6 contains 186364 members 
Mstep: Class 9 contains 2675 members 
Mstep: Class 10 contains 42485 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44371 members 
Mstep: Class 19 contains 19651 members 
Mstep: Class 20 contains 9009 members 
Mstep: Class 21 contains 4349 members 
Mstep: Class 22 contains 7931 members 
Mstep: Class 23 contains 12645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084402.000000 Penalty: 30217.503906
Iteration 113Q: 15 clusters Score -2.90844e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189843 members 
Mstep: Class 5 contains 22469 members 
Mstep: Class 6 contains 186390 members 
Mstep: Class 9 contains 2675 members 
Mstep: Class 10 contains 42479 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44365 members 
Mstep: Class 19 contains 19610 members 
Mstep: Class 20 contains 9007 members 
Mstep: Class 21 contains 4349 members 
Mstep: Class 22 contains 7933 members 
Mstep: Class 23 contains 12645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084392.000000 Penalty: 30217.503906
Iteration 114Q: 15 clusters Score -2.908439e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189846 members 
Mstep: Class 5 contains 22500 members 
Mstep: Class 6 contains 186417 members 
Mstep: Class 9 contains 2675 members 
Mstep: Class 10 contains 42474 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44360 members 
Mstep: Class 19 contains 19564 members 
Mstep: Class 20 contains 9003 members 
Mstep: Class 21 contains 4349 members 
Mstep: Class 22 contains 7935 members 
Mstep: Class 23 contains 12644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084394.000000 Penalty: 30217.503906
Iteration 115Q: 15 clusters Score -2.908439e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189848 members 
Mstep: Class 5 contains 22530 members 
Mstep: Class 6 contains 186436 members 
Mstep: Class 9 contains 2675 members 
Mstep: Class 10 contains 42474 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44358 members 
Mstep: Class 19 contains 19523 members 
Mstep: Class 20 contains 8999 members 
Mstep: Class 21 contains 4349 members 
Mstep: Class 22 contains 7935 members 
Mstep: Class 23 contains 12643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084394.000000 Penalty: 30217.503906
Iteration 116Q: 15 clusters Score -2.908439e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189849 members 
Mstep: Class 5 contains 22566 members 
Mstep: Class 6 contains 186458 members 
Mstep: Class 9 contains 2676 members 
Mstep: Class 10 contains 42474 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44358 members 
Mstep: Class 19 contains 19468 members 
Mstep: Class 20 contains 8998 members 
Mstep: Class 21 contains 4349 members 
Mstep: Class 22 contains 7935 members 
Mstep: Class 23 contains 12643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084372.000000 Penalty: 30217.503906
Iteration 117Q: 15 clusters Score -2.908437e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189850 members 
Mstep: Class 5 contains 22595 members 
Mstep: Class 6 contains 186488 members 
Mstep: Class 9 contains 2676 members 
Mstep: Class 10 contains 42474 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44360 members 
Mstep: Class 19 contains 19415 members 
Mstep: Class 20 contains 8995 members 
Mstep: Class 21 contains 4348 members 
Mstep: Class 22 contains 7935 members 
Mstep: Class 23 contains 12643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084374.000000 Penalty: 30217.503906
Iteration 118Q: 15 clusters Score -2.908437e+07 nChanged 82
Entering ConstructFrom: 
Score: -29084374.000000 Penalty: 30217.503906
Entering ConstructFrom: 
Trying to split cluster 1 (33025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Entering Unmasked Estep 
Score: -1750412.625000 Penalty: 1690.815674
	Iteration 0F: 2 clusters Score -1750413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -1728242.000000 Penalty: 3381.631348
	Iteration 0F: 3 clusters Score -1728242 nChanged 15267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -1736678.625000 Penalty: 3381.631348
	Iteration 1F: 3 clusters Score -1736679 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -1737197.000000 Penalty: 3381.631348
	Iteration 2Q: 3 clusters Score -1737197 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -1737820.375000 Penalty: 3381.631348
	Iteration 3Q: 3 clusters Score -1737820 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -1738656.250000 Penalty: 3381.631348
	Iteration 4Q: 3 clusters Score -1738656 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -1739705.500000 Penalty: 3381.631348
	Iteration 5F: 3 clusters Score -1739706 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -1740985.500000 Penalty: 3381.631348
	Iteration 6F: 3 clusters Score -1740986 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -1742413.250000 Penalty: 3381.631348
	Iteration 7F: 3 clusters Score -1742413 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -1743855.500000 Penalty: 3381.631348
	Iteration 8F: 3 clusters Score -1743856 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -1745055.875000 Penalty: 3381.631348
	Iteration 9Q: 3 clusters Score -1745056 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -1745897.000000 Penalty: 3381.631348
	Iteration 10Q: 3 clusters Score -1745897 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -1746448.250000 Penalty: 3381.631348
	Iteration 11Q: 3 clusters Score -1746448 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -1746814.750000 Penalty: 3381.631348
	Iteration 12Q: 3 clusters Score -1746815 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -1747099.500000 Penalty: 3381.631348
	Iteration 13Q: 3 clusters Score -1747100 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -1747339.750000 Penalty: 3381.631348
	Iteration 14Q: 3 clusters Score -1747340 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -1747571.750000 Penalty: 3381.631348
	Iteration 15Q: 3 clusters Score -1747572 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -1747766.875000 Penalty: 3381.631348
	Iteration 16Q: 3 clusters Score -1747767 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -1747927.875000 Penalty: 3381.631348
	Iteration 17Q: 3 clusters Score -1747928 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -1748040.375000 Penalty: 3381.631348
	Iteration 18Q: 3 clusters Score -1748040 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -1748134.625000 Penalty: 3381.631348
	Iteration 19Q: 3 clusters Score -1748135 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -1748222.125000 Penalty: 3381.631348
	Iteration 20F: 3 clusters Score -1748222 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -1748304.875000 Penalty: 3381.631348
	Iteration 21Q: 3 clusters Score -1748305 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -1748379.500000 Penalty: 3381.631348
	Iteration 22Q: 3 clusters Score -1748380 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -1748436.250000 Penalty: 3381.631348
	Iteration 23Q: 3 clusters Score -1748436 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -1748500.000000 Penalty: 3381.631348
	Iteration 24Q: 3 clusters Score -1748500 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -1748572.250000 Penalty: 3381.631348
	Iteration 25Q: 3 clusters Score -1748572 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -1748628.125000 Penalty: 3381.631348
	Iteration 26Q: 3 clusters Score -1748628 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -1748660.875000 Penalty: 3381.631348
	Iteration 27Q: 3 clusters Score -1748661 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -1748697.500000 Penalty: 3381.631348
	Iteration 28Q: 3 clusters Score -1748698 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -1748726.625000 Penalty: 3381.631348
	Iteration 29Q: 3 clusters Score -1748727 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -1748759.125000 Penalty: 3381.631348
	Iteration 30Q: 3 clusters Score -1748759 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -1748790.750000 Penalty: 3381.631348
	Iteration 31Q: 3 clusters Score -1748791 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -1748819.125000 Penalty: 3381.631348
	Iteration 32Q: 3 clusters Score -1748819 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -1748850.625000 Penalty: 3381.631348
	Iteration 33Q: 3 clusters Score -1748851 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -1748874.000000 Penalty: 3381.631348
	Iteration 34Q: 3 clusters Score -1748874 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -1748904.125000 Penalty: 3381.631348
	Iteration 35Q: 3 clusters Score -1748904 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -1748927.000000 Penalty: 3381.631348
	Iteration 36Q: 3 clusters Score -1748927 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -1748945.000000 Penalty: 3381.631348
	Iteration 37Q: 3 clusters Score -1748945 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -1748963.500000 Penalty: 3381.631348
	Iteration 38Q: 3 clusters Score -1748964 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -1748982.250000 Penalty: 3381.631348
	Iteration 39Q: 3 clusters Score -1748982 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -1748999.250000 Penalty: 3381.631348
	Iteration 40F: 3 clusters Score -1748999 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -1749008.500000 Penalty: 3381.631348
	Iteration 41Q: 3 clusters Score -1749008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -1749018.375000 Penalty: 3381.631348
	Iteration 42Q: 3 clusters Score -1749018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -1749028.750000 Penalty: 3381.631348
	Iteration 43Q: 3 clusters Score -1749029 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -1749034.125000 Penalty: 3381.631348
	Iteration 44Q: 3 clusters Score -1749034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -1749041.500000 Penalty: 3381.631348
	Iteration 45Q: 3 clusters Score -1749042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -1749044.000000 Penalty: 3381.631348
	Iteration 46Q: 3 clusters Score -1749044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -1749043.750000 Penalty: 3381.631348
	Iteration 47Q: 3 clusters Score -1749044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -1749048.000000 Penalty: 3381.631348
	Iteration 48Q: 3 clusters Score -1749048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -1749054.500000 Penalty: 3381.631348
	Iteration 49Q: 3 clusters Score -1749054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -1749053.125000 Penalty: 3381.631348
	Iteration 50Q: 3 clusters Score -1749053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -1749056.500000 Penalty: 3381.631348
	Iteration 51Q: 3 clusters Score -1749056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -1749057.500000 Penalty: 3381.631348
	Iteration 52Q: 3 clusters Score -1749058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -1749060.000000 Penalty: 3381.631348
	Iteration 53Q: 3 clusters Score -1749060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -1749059.000000 Penalty: 3381.631348
	Iteration 54Q: 3 clusters Score -1749059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -1749061.250000 Penalty: 3381.631348
	Iteration 55Q: 3 clusters Score -1749061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
Score: -1749060.750000 Penalty: 3381.631348
	Iteration 56Q: 3 clusters Score -1749061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -1749062.375000 Penalty: 3381.631348
	Iteration 57Q: 3 clusters Score -1749062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -1749061.875000 Penalty: 3381.631348
	Iteration 58Q: 3 clusters Score -1749062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -1749063.125000 Penalty: 3381.631348
	Iteration 59Q: 3 clusters Score -1749063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 32283 members 
Entering Unmasked Estep 
Score: -1749061.625000 Penalty: 3381.631348
	Iteration 60F: 3 clusters Score -1749062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Entering Unmasked Estep 
Score: -111273.875000 Penalty: 1266.457886
	Iteration 0F: 2 clusters Score -111273.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -108984.281250 Penalty: 2532.915771
	Iteration 0F: 3 clusters Score -108984.3 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -109607.257812 Penalty: 2532.915771
	Iteration 1F: 3 clusters Score -109607.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -109839.570312 Penalty: 2532.915771
	Iteration 2F: 3 clusters Score -109839.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -110003.000000 Penalty: 2532.915771
	Iteration 3F: 3 clusters Score -110003 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -110125.929688 Penalty: 2532.915771
	Iteration 4F: 3 clusters Score -110125.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -110219.453125 Penalty: 2532.915771
	Iteration 5Q: 3 clusters Score -110219.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -110274.820312 Penalty: 2532.915771
	Iteration 6Q: 3 clusters Score -110274.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -110318.789062 Penalty: 2532.915771
	Iteration 7Q: 3 clusters Score -110318.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -110340.718750 Penalty: 2532.915771
	Iteration 8Q: 3 clusters Score -110340.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -110357.851562 Penalty: 2532.915771
	Iteration 9Q: 3 clusters Score -110357.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -110373.195312 Penalty: 2532.915771
	Iteration 10Q: 3 clusters Score -110373.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -110385.687500 Penalty: 2532.915771
	Iteration 11Q: 3 clusters Score -110385.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -110395.320312 Penalty: 2532.915771
	Iteration 12Q: 3 clusters Score -110395.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -110404.851562 Penalty: 2532.915771
	Iteration 13Q: 3 clusters Score -110404.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -110412.531250 Penalty: 2532.915771
	Iteration 14Q: 3 clusters Score -110412.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -110417.843750 Penalty: 2532.915771
	Iteration 15Q: 3 clusters Score -110417.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -110421.406250 Penalty: 2532.915771
	Iteration 16Q: 3 clusters Score -110421.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -110426.039062 Penalty: 2532.915771
	Iteration 17Q: 3 clusters Score -110426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -110427.039062 Penalty: 2532.915771
	Iteration 18Q: 3 clusters Score -110427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -110427.421875 Penalty: 2532.915771
	Iteration 19Q: 3 clusters Score -110427.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -110427.664062 Penalty: 2532.915771
	Iteration 20F: 3 clusters Score -110427.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (189849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189849 members 
Entering Unmasked Estep 
Score: -9964721.000000 Penalty: 1975.022461
	Iteration 0F: 2 clusters Score -9964721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95089 members 
Mstep: Class 2 contains 94760 members 
Entering Unmasked Estep 
Score: -9837395.000000 Penalty: 3950.044922
	Iteration 0F: 3 clusters Score -9837395 nChanged 91803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94710 members 
Mstep: Class 2 contains 95139 members 
Entering Unmasked Estep 
Score: -9892317.000000 Penalty: 3950.044922
	Iteration 1F: 3 clusters Score -9892317 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93826 members 
Mstep: Class 2 contains 96023 members 
Entering Unmasked Estep 
Score: -9894445.000000 Penalty: 3950.044922
	Iteration 2Q: 3 clusters Score -9894445 nChanged 8136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92446 members 
Mstep: Class 2 contains 97403 members 
Entering Unmasked Estep 
Score: -9898265.000000 Penalty: 3950.044922
	Iteration 3Q: 3 clusters Score -9898265 nChanged 10176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90520 members 
Mstep: Class 2 contains 99329 members 
Entering Unmasked Estep 
Score: -9903994.000000 Penalty: 3950.044922
	Iteration 4F: 3 clusters Score -9903994 nChanged 12019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87985 members 
Mstep: Class 2 contains 101864 members 
Entering Unmasked Estep 
Score: -9911773.000000 Penalty: 3950.044922
	Iteration 5F: 3 clusters Score -9911773 nChanged 12973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84710 members 
Mstep: Class 2 contains 105139 members 
Entering Unmasked Estep 
Score: -9919933.000000 Penalty: 3950.044922
	Iteration 6F: 3 clusters Score -9919933 nChanged 12508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80840 members 
Mstep: Class 2 contains 109009 members 
Entering Unmasked Estep 
Score: -9926995.000000 Penalty: 3950.044922
	Iteration 7F: 3 clusters Score -9926995 nChanged 10806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76986 members 
Mstep: Class 2 contains 112863 members 
Entering Unmasked Estep 
Score: -9932578.000000 Penalty: 3950.044922
	Iteration 8F: 3 clusters Score -9932578 nChanged 8836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73422 members 
Mstep: Class 2 contains 116427 members 
Entering Unmasked Estep 
Score: -9937007.000000 Penalty: 3950.044922
	Iteration 9Q: 3 clusters Score -9937007 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70056 members 
Mstep: Class 2 contains 119793 members 
Entering Unmasked Estep 
Score: -9940494.000000 Penalty: 3950.044922
	Iteration 10Q: 3 clusters Score -9940494 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66580 members 
Mstep: Class 2 contains 123269 members 
Entering Unmasked Estep 
Score: -9943909.000000 Penalty: 3950.044922
	Iteration 11Q: 3 clusters Score -9943909 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63097 members 
Mstep: Class 2 contains 126752 members 
Entering Unmasked Estep 
Score: -9947496.000000 Penalty: 3950.044922
	Iteration 12Q: 3 clusters Score -9947496 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59548 members 
Mstep: Class 2 contains 130301 members 
Entering Unmasked Estep 
Score: -9951326.000000 Penalty: 3950.044922
	Iteration 13Q: 3 clusters Score -9951326 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55978 members 
Mstep: Class 2 contains 133871 members 
Entering Unmasked Estep 
Score: -9954841.000000 Penalty: 3950.044922
	Iteration 14Q: 3 clusters Score -9954841 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52723 members 
Mstep: Class 2 contains 137126 members 
Entering Unmasked Estep 
Score: -9956641.000000 Penalty: 3950.044922
	Iteration 15Q: 3 clusters Score -9956641 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49973 members 
Mstep: Class 2 contains 139876 members 
Entering Unmasked Estep 
Score: -9957667.000000 Penalty: 3950.044922
	Iteration 16Q: 3 clusters Score -9957667 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47632 members 
Mstep: Class 2 contains 142217 members 
Entering Unmasked Estep 
Score: -9958388.000000 Penalty: 3950.044922
	Iteration 17Q: 3 clusters Score -9958388 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45577 members 
Mstep: Class 2 contains 144272 members 
Entering Unmasked Estep 
Score: -9958917.000000 Penalty: 3950.044922
	Iteration 18Q: 3 clusters Score -9958917 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43713 members 
Mstep: Class 2 contains 146136 members 
Entering Unmasked Estep 
Score: -9959404.000000 Penalty: 3950.044922
	Iteration 19Q: 3 clusters Score -9959404 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 147910 members 
Entering Unmasked Estep 
Score: -9959808.000000 Penalty: 3950.044922
	Iteration 20F: 3 clusters Score -9959808 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 149572 members 
Entering Unmasked Estep 
Score: -9960133.000000 Penalty: 3950.044922
	Iteration 21Q: 3 clusters Score -9960133 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 151076 members 
Entering Unmasked Estep 
Score: -9960395.000000 Penalty: 3950.044922
	Iteration 22Q: 3 clusters Score -9960395 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 152445 members 
Entering Unmasked Estep 
Score: -9960700.000000 Penalty: 3950.044922
	Iteration 23Q: 3 clusters Score -9960700 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 153746 members 
Entering Unmasked Estep 
Score: -9960895.000000 Penalty: 3950.044922
	Iteration 24Q: 3 clusters Score -9960895 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 154990 members 
Entering Unmasked Estep 
Score: -9961111.000000 Penalty: 3950.044922
	Iteration 25Q: 3 clusters Score -9961111 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 156143 members 
Entering Unmasked Estep 
Score: -9961354.000000 Penalty: 3950.044922
	Iteration 26Q: 3 clusters Score -9961354 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 157269 members 
Entering Unmasked Estep 
Score: -9961525.000000 Penalty: 3950.044922
	Iteration 27Q: 3 clusters Score -9961525 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 158336 members 
Entering Unmasked Estep 
Score: -9961690.000000 Penalty: 3950.044922
	Iteration 28Q: 3 clusters Score -9961690 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 159334 members 
Entering Unmasked Estep 
Score: -9961886.000000 Penalty: 3950.044922
	Iteration 29Q: 3 clusters Score -9961886 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 160288 members 
Entering Unmasked Estep 
Score: -9962068.000000 Penalty: 3950.044922
	Iteration 30Q: 3 clusters Score -9962068 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 161191 members 
Entering Unmasked Estep 
Score: -9962184.000000 Penalty: 3950.044922
	Iteration 31Q: 3 clusters Score -9962184 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 162069 members 
Entering Unmasked Estep 
Score: -9962325.000000 Penalty: 3950.044922
	Iteration 32Q: 3 clusters Score -9962325 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 162867 members 
Entering Unmasked Estep 
Score: -9962447.000000 Penalty: 3950.044922
	Iteration 33Q: 3 clusters Score -9962447 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 163653 members 
Entering Unmasked Estep 
Score: -9962584.000000 Penalty: 3950.044922
	Iteration 34Q: 3 clusters Score -9962584 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 164431 members 
Entering Unmasked Estep 
Score: -9962717.000000 Penalty: 3950.044922
	Iteration 35Q: 3 clusters Score -9962717 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 165156 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9962849 nChanged 736
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 165892 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 166567 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 167176 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9963160 nChanged 575
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Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 167751 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9963228 nChanged 600
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 168351 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9963337 nChanged 580
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 168931 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9963445 nChanged 555
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 169486 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 170030 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 170563 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 171069 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9963667 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 171586 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 172056 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9963785 nChanged 438
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 172494 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 172883 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9963897 nChanged 380
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Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 173263 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9963929 nChanged 365
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 173628 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 173968 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 174339 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 174689 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9964180 nChanged 323
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Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 175012 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9964166 nChanged 296
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Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 175308 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9964180 nChanged 300
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 175608 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9964223 nChanged 281
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 175889 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9964284 nChanged 273
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Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 176162 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9964304 nChanged 211
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Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 176373 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9964302 nChanged 235
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Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 176608 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9964360 nChanged 222
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Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 176828 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9964357 nChanged 215
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Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 177043 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 177240 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9964355 nChanged 221
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Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 177461 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 177689 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 177933 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 178171 members 
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Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 178392 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 178591 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 178800 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 178978 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 179157 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 179346 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 179536 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 179731 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 179897 members 
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Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 180048 members 
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Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 180183 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9964690 nChanged 123
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Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 180306 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9964680 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9425 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9964678 nChanged 102
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Mstep: Class 1 contains 9323 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9964697 nChanged 97
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Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 180623 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9964676 nChanged 100
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Mstep: Class 1 contains 9126 members 
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Mstep: Class 1 contains 9025 members 
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	Iteration 86Q: 3 clusters Score -9964671 nChanged 97
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Mstep: Class 1 contains 8928 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8846 members 
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	Iteration 88Q: 3 clusters Score -9964681 nChanged 73
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Mstep: Class 1 contains 8775 members 
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Mstep: Class 1 contains 8735 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8690 members 
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	Iteration 91Q: 3 clusters Score -9964655 nChanged 42
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Mstep: Class 1 contains 8648 members 
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Mstep: Class 1 contains 8603 members 
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	Iteration 93Q: 3 clusters Score -9964659 nChanged 43
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Mstep: Class 1 contains 8560 members 
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	Iteration 94Q: 3 clusters Score -9964661 nChanged 36
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Mstep: Class 1 contains 8524 members 
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	Iteration 95Q: 3 clusters Score -9964640 nChanged 29
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Mstep: Class 1 contains 8495 members 
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	Iteration 96Q: 3 clusters Score -9964641 nChanged 27
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Mstep: Class 1 contains 8468 members 
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	Iteration 97Q: 3 clusters Score -9964648 nChanged 29
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Mstep: Class 1 contains 8439 members 
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	Iteration 98Q: 3 clusters Score -9964651 nChanged 26
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Mstep: Class 1 contains 8413 members 
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Mstep: Class 1 contains 8391 members 
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	Iteration 100F: 3 clusters Score -9964661 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8369 members 
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	Iteration 101Q: 3 clusters Score -9964667 nChanged 25
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Mstep: Class 1 contains 8344 members 
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	Iteration 102Q: 3 clusters Score -9964665 nChanged 19
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Mstep: Class 1 contains 8325 members 
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Mstep: Class 1 contains 8307 members 
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Mstep: Class 1 contains 8288 members 
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	Iteration 105Q: 3 clusters Score -9964655 nChanged 22
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Mstep: Class 1 contains 8245 members 
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	Iteration 120F: 3 clusters Score -9964658 nChanged 8
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	Iteration 128Q: 3 clusters Score -9964670 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 181835 members 
Entering Unmasked Estep 
Score: -9964671.000000 Penalty: 3950.044922
	Iteration 129Q: 3 clusters Score -9964671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 181840 members 
Entering Unmasked Estep 
Score: -9964671.000000 Penalty: 3950.044922
	Iteration 130Q: 3 clusters Score -9964671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 181843 members 
Entering Unmasked Estep 
Score: -9964672.000000 Penalty: 3950.044922
	Iteration 131Q: 3 clusters Score -9964672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 181847 members 
Entering Unmasked Estep 
Score: -9964666.000000 Penalty: 3950.044922
	Iteration 132Q: 3 clusters Score -9964666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 181852 members 
Entering Unmasked Estep 
Score: -9964665.000000 Penalty: 3950.044922
	Iteration 133Q: 3 clusters Score -9964665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 181855 members 
Entering Unmasked Estep 
Score: -9964663.000000 Penalty: 3950.044922
	Iteration 134Q: 3 clusters Score -9964663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 181859 members 
Entering Unmasked Estep 
Score: -9964658.000000 Penalty: 3950.044922
	Iteration 135Q: 3 clusters Score -9964658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 181862 members 
Entering Unmasked Estep 
Score: -9964667.000000 Penalty: 3950.044922
	Iteration 136Q: 3 clusters Score -9964667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 181866 members 
Entering Unmasked Estep 
Score: -9964666.000000 Penalty: 3950.044922
	Iteration 137Q: 3 clusters Score -9964666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 181869 members 
Entering Unmasked Estep 
Score: -9964669.000000 Penalty: 3950.044922
	Iteration 138Q: 3 clusters Score -9964669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 181872 members 
Entering Unmasked Estep 
Score: -9964670.000000 Penalty: 3950.044922
	Iteration 139Q: 3 clusters Score -9964670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 181875 members 
Entering Unmasked Estep 
Score: -9964672.000000 Penalty: 3950.044922
	Iteration 140F: 3 clusters Score -9964672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 181878 members 
Entering Unmasked Estep 
Score: -9964671.000000 Penalty: 3950.044922
	Iteration 141Q: 3 clusters Score -9964671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 181880 members 
Entering Unmasked Estep 
Score: -9964665.000000 Penalty: 3950.044922
	Iteration 142Q: 3 clusters Score -9964665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 181882 members 
Entering Unmasked Estep 
Score: -9964670.000000 Penalty: 3950.044922
	Iteration 143Q: 3 clusters Score -9964670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 181884 members 
Entering Unmasked Estep 
Score: -9964665.000000 Penalty: 3950.044922
	Iteration 144Q: 3 clusters Score -9964665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 181888 members 
Entering Unmasked Estep 
Score: -9964670.000000 Penalty: 3950.044922
	Iteration 145Q: 3 clusters Score -9964670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 181889 members 
Entering Unmasked Estep 
Score: -9964666.000000 Penalty: 3950.044922
	Iteration 146Q: 3 clusters Score -9964666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 181893 members 
Entering Unmasked Estep 
Score: -9964673.000000 Penalty: 3950.044922
	Iteration 147Q: 3 clusters Score -9964673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 181897 members 
Entering Unmasked Estep 
Score: -9964669.000000 Penalty: 3950.044922
	Iteration 148Q: 3 clusters Score -9964669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 181904 members 
Entering Unmasked Estep 
Score: -9964673.000000 Penalty: 3950.044922
	Iteration 149Q: 3 clusters Score -9964673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 181913 members 
Entering Unmasked Estep 
Score: -9964667.000000 Penalty: 3950.044922
	Iteration 150Q: 3 clusters Score -9964667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 181928 members 
Entering Unmasked Estep 
Score: -9964659.000000 Penalty: 3950.044922
	Iteration 151Q: 3 clusters Score -9964659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 181939 members 
Entering Unmasked Estep 
Score: -9964658.000000 Penalty: 3950.044922
	Iteration 152Q: 3 clusters Score -9964658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 181951 members 
Entering Unmasked Estep 
Score: -9964659.000000 Penalty: 3950.044922
	Iteration 153Q: 3 clusters Score -9964659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 181958 members 
Entering Unmasked Estep 
Score: -9964663.000000 Penalty: 3950.044922
	Iteration 154Q: 3 clusters Score -9964663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 181962 members 
Entering Unmasked Estep 
Score: -9964661.000000 Penalty: 3950.044922
	Iteration 155Q: 3 clusters Score -9964661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 181965 members 
Entering Unmasked Estep 
Score: -9964664.000000 Penalty: 3950.044922
	Iteration 156Q: 3 clusters Score -9964664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 181965 members 
Entering Unmasked Estep 
Score: -9964664.000000 Penalty: 3950.044922
	Iteration 157Q: 3 clusters Score -9964664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 181967 members 
Entering Unmasked Estep 
Score: -9964663.000000 Penalty: 3950.044922
	Iteration 158Q: 3 clusters Score -9964663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 181967 members 
Entering Unmasked Estep 
Score: -9964663.000000 Penalty: 3950.044922
	Iteration 159F: 3 clusters Score -9964663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Entering Unmasked Estep 
Score: -1174309.375000 Penalty: 1629.356689
	Iteration 0F: 2 clusters Score -1174309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1158928.000000 Penalty: 3258.713379
	Iteration 0F: 3 clusters Score -1158928 nChanged 10309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1164659.000000 Penalty: 3258.713379
	Iteration 1F: 3 clusters Score -1164659 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1165118.000000 Penalty: 3258.713379
	Iteration 2F: 3 clusters Score -1165118 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1165684.250000 Penalty: 3258.713379
	Iteration 3F: 3 clusters Score -1165684 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1166454.500000 Penalty: 3258.713379
	Iteration 4F: 3 clusters Score -1166454 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1167417.625000 Penalty: 3258.713379
	Iteration 5F: 3 clusters Score -1167418 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -1168469.750000 Penalty: 3258.713379
	Iteration 6F: 3 clusters Score -1168470 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -1169523.125000 Penalty: 3258.713379
	Iteration 7F: 3 clusters Score -1169523 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -1170458.625000 Penalty: 3258.713379
	Iteration 8F: 3 clusters Score -1170459 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -1171227.250000 Penalty: 3258.713379
	Iteration 9Q: 3 clusters Score -1171227 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -1171789.500000 Penalty: 3258.713379
	Iteration 10Q: 3 clusters Score -1171790 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -1172188.375000 Penalty: 3258.713379
	Iteration 11Q: 3 clusters Score -1172188 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -1172447.625000 Penalty: 3258.713379
	Iteration 12Q: 3 clusters Score -1172448 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -1172604.625000 Penalty: 3258.713379
	Iteration 13Q: 3 clusters Score -1172605 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -1172718.375000 Penalty: 3258.713379
	Iteration 14Q: 3 clusters Score -1172718 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -1172813.125000 Penalty: 3258.713379
	Iteration 15Q: 3 clusters Score -1172813 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -1172889.625000 Penalty: 3258.713379
	Iteration 16Q: 3 clusters Score -1172890 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -1172959.000000 Penalty: 3258.713379
	Iteration 17Q: 3 clusters Score -1172959 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -1173000.000000 Penalty: 3258.713379
	Iteration 18Q: 3 clusters Score -1173000 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -1173040.875000 Penalty: 3258.713379
	Iteration 19Q: 3 clusters Score -1173041 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -1173073.750000 Penalty: 3258.713379
	Iteration 20F: 3 clusters Score -1173074 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -1173120.750000 Penalty: 3258.713379
	Iteration 21Q: 3 clusters Score -1173121 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -1173153.250000 Penalty: 3258.713379
	Iteration 22Q: 3 clusters Score -1173153 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -1173184.125000 Penalty: 3258.713379
	Iteration 23Q: 3 clusters Score -1173184 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -1173201.250000 Penalty: 3258.713379
	Iteration 24Q: 3 clusters Score -1173201 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -1173215.875000 Penalty: 3258.713379
	Iteration 25Q: 3 clusters Score -1173216 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -1173223.625000 Penalty: 3258.713379
	Iteration 26Q: 3 clusters Score -1173224 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -1173238.625000 Penalty: 3258.713379
	Iteration 27Q: 3 clusters Score -1173239 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -1173241.375000 Penalty: 3258.713379
	Iteration 28Q: 3 clusters Score -1173241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -1173247.375000 Penalty: 3258.713379
	Iteration 29Q: 3 clusters Score -1173247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -1173249.875000 Penalty: 3258.713379
	Iteration 30Q: 3 clusters Score -1173250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -1173254.625000 Penalty: 3258.713379
	Iteration 31Q: 3 clusters Score -1173255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -1173258.125000 Penalty: 3258.713379
	Iteration 32Q: 3 clusters Score -1173258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -1173264.000000 Penalty: 3258.713379
	Iteration 33Q: 3 clusters Score -1173264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -1173263.625000 Penalty: 3258.713379
	Iteration 34Q: 3 clusters Score -1173264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -1173263.125000 Penalty: 3258.713379
	Iteration 35Q: 3 clusters Score -1173263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -1173262.500000 Penalty: 3258.713379
	Iteration 36Q: 3 clusters Score -1173262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -1173262.625000 Penalty: 3258.713379
	Iteration 37Q: 3 clusters Score -1173263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -1173263.875000 Penalty: 3258.713379
	Iteration 38Q: 3 clusters Score -1173264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -1173265.875000 Penalty: 3258.713379
	Iteration 39Q: 3 clusters Score -1173266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -1173268.750000 Penalty: 3258.713379
	Iteration 40F: 3 clusters Score -1173269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -1173269.625000 Penalty: 3258.713379
	Iteration 41Q: 3 clusters Score -1173270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -1173268.000000 Penalty: 3258.713379
	Iteration 42Q: 3 clusters Score -1173268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -1173270.250000 Penalty: 3258.713379
	Iteration 43Q: 3 clusters Score -1173270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -1173268.875000 Penalty: 3258.713379
	Iteration 44Q: 3 clusters Score -1173269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -1173268.500000 Penalty: 3258.713379
	Iteration 45Q: 3 clusters Score -1173268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -1173269.125000 Penalty: 3258.713379
	Iteration 46Q: 3 clusters Score -1173269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -1173269.625000 Penalty: 3258.713379
	Iteration 47Q: 3 clusters Score -1173270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -1173269.625000 Penalty: 3258.713379
	Iteration 48F: 3 clusters Score -1173270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (186511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186511 members 
Entering Unmasked Estep 
Score: -9393723.000000 Penalty: 1972.139893
	Iteration 0F: 2 clusters Score -9393723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93688 members 
Mstep: Class 2 contains 92823 members 
Entering Unmasked Estep 
Score: -9268381.000000 Penalty: 3944.279785
	Iteration 0F: 3 clusters Score -9268381 nChanged 90463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101013 members 
Mstep: Class 2 contains 85498 members 
Entering Unmasked Estep 
Score: -9324187.000000 Penalty: 3944.279785
	Iteration 1F: 3 clusters Score -9324187 nChanged 7527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105554 members 
Mstep: Class 2 contains 80957 members 
Entering Unmasked Estep 
Score: -9327266.000000 Penalty: 3944.279785
	Iteration 2Q: 3 clusters Score -9327266 nChanged 9015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111995 members 
Mstep: Class 2 contains 74516 members 
Entering Unmasked Estep 
Score: -9331937.000000 Penalty: 3944.279785
	Iteration 3Q: 3 clusters Score -9331937 nChanged 10640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120599 members 
Mstep: Class 2 contains 65912 members 
Entering Unmasked Estep 
Score: -9338736.000000 Penalty: 3944.279785
	Iteration 4F: 3 clusters Score -9338736 nChanged 11806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130833 members 
Mstep: Class 2 contains 55678 members 
Entering Unmasked Estep 
Score: -9347367.000000 Penalty: 3944.279785
	Iteration 5F: 3 clusters Score -9347367 nChanged 12088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141823 members 
Mstep: Class 2 contains 44688 members 
Entering Unmasked Estep 
Score: -9356762.000000 Penalty: 3944.279785
	Iteration 6F: 3 clusters Score -9356762 nChanged 10896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151971 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -9365017.000000 Penalty: 3944.279785
	Iteration 7F: 3 clusters Score -9365017 nChanged 8946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160583 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -9371935.000000 Penalty: 3944.279785
	Iteration 8Q: 3 clusters Score -9371935 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167849 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -9377585.000000 Penalty: 3944.279785
	Iteration 9Q: 3 clusters Score -9377585 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173831 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -9382244.000000 Penalty: 3944.279785
	Iteration 10Q: 3 clusters Score -9382244 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178630 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -9385917.000000 Penalty: 3944.279785
	Iteration 11Q: 3 clusters Score -9385917 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182017 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -9388565.000000 Penalty: 3944.279785
	Iteration 12Q: 3 clusters Score -9388565 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184121 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -9390168.000000 Penalty: 3944.279785
	Iteration 13Q: 3 clusters Score -9390168 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185285 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -9391085.000000 Penalty: 3944.279785
	Iteration 14Q: 3 clusters Score -9391085 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185807 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9391488.000000 Penalty: 3944.279785
	Iteration 15Q: 3 clusters Score -9391488 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186022 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -9391677.000000 Penalty: 3944.279785
	Iteration 16Q: 3 clusters Score -9391677 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186123 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -9391771.000000 Penalty: 3944.279785
	Iteration 17Q: 3 clusters Score -9391771 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186182 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -9391841.000000 Penalty: 3944.279785
	Iteration 18Q: 3 clusters Score -9391841 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186217 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -9391878.000000 Penalty: 3944.279785
	Iteration 19Q: 3 clusters Score -9391878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186233 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -9391900.000000 Penalty: 3944.279785
	Iteration 20F: 3 clusters Score -9391900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186245 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -9391919.000000 Penalty: 3944.279785
	Iteration 21Q: 3 clusters Score -9391919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186254 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9391922.000000 Penalty: 3944.279785
	Iteration 22Q: 3 clusters Score -9391922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186254 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9391925.000000 Penalty: 3944.279785
	Iteration 23Q: 3 clusters Score -9391925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186257 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9391929.000000 Penalty: 3944.279785
	Iteration 24Q: 3 clusters Score -9391929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186259 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -9391940.000000 Penalty: 3944.279785
	Iteration 25Q: 3 clusters Score -9391940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186264 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9391948.000000 Penalty: 3944.279785
	Iteration 26Q: 3 clusters Score -9391948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186265 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9391945.000000 Penalty: 3944.279785
	Iteration 27Q: 3 clusters Score -9391945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186265 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9391945.000000 Penalty: 3944.279785
	Iteration 28F: 3 clusters Score -9391945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Entering Unmasked Estep 
Score: -114970.859375 Penalty: 1282.341187
	Iteration 0F: 2 clusters Score -114970.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -112480.726562 Penalty: 2564.682373
	Iteration 0F: 3 clusters Score -112480.7 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -113064.015625 Penalty: 2564.682373
	Iteration 1F: 3 clusters Score -113064 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -113214.195312 Penalty: 2564.682373
	Iteration 2F: 3 clusters Score -113214.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -113312.671875 Penalty: 2564.682373
	Iteration 3Q: 3 clusters Score -113312.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -113393.421875 Penalty: 2564.682373
	Iteration 4Q: 3 clusters Score -113393.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -113479.343750 Penalty: 2564.682373
	Iteration 5Q: 3 clusters Score -113479.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -113561.421875 Penalty: 2564.682373
	Iteration 6Q: 3 clusters Score -113561.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -113618.445312 Penalty: 2564.682373
	Iteration 7Q: 3 clusters Score -113618.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -113668.320312 Penalty: 2564.682373
	Iteration 8Q: 3 clusters Score -113668.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -113731.023438 Penalty: 2564.682373
	Iteration 9Q: 3 clusters Score -113731 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -113797.921875 Penalty: 2564.682373
	Iteration 10Q: 3 clusters Score -113797.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -113883.093750 Penalty: 2564.682373
	Iteration 11Q: 3 clusters Score -113883.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -113960.312500 Penalty: 2564.682373
	Iteration 12Q: 3 clusters Score -113960.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -114021.062500 Penalty: 2564.682373
	Iteration 13Q: 3 clusters Score -114021.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -114063.507812 Penalty: 2564.682373
	Iteration 14Q: 3 clusters Score -114063.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -114104.765625 Penalty: 2564.682373
	Iteration 15Q: 3 clusters Score -114104.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -114140.101562 Penalty: 2564.682373
	Iteration 16Q: 3 clusters Score -114140.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -114167.625000 Penalty: 2564.682373
	Iteration 17Q: 3 clusters Score -114167.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -114178.781250 Penalty: 2564.682373
	Iteration 18Q: 3 clusters Score -114178.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -114187.648438 Penalty: 2564.682373
	Iteration 19Q: 3 clusters Score -114187.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -114192.000000 Penalty: 2564.682373
	Iteration 20F: 3 clusters Score -114192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -114194.203125 Penalty: 2564.682373
	Iteration 21Q: 3 clusters Score -114194.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -114194.609375 Penalty: 2564.682373
	Iteration 22Q: 3 clusters Score -114194.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -114194.609375 Penalty: 2564.682373
	Iteration 23F: 3 clusters Score -114194.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Entering Unmasked Estep 
Score: -2153143.250000 Penalty: 1731.705200
	Iteration 0F: 2 clusters Score -2153143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -2124616.750000 Penalty: 3463.410400
	Iteration 0F: 3 clusters Score -2124617 nChanged 19824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -2135843.250000 Penalty: 3463.410400
	Iteration 1F: 3 clusters Score -2135843 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -2136407.000000 Penalty: 3463.410400
	Iteration 2Q: 3 clusters Score -2136407 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -2136936.500000 Penalty: 3463.410400
	Iteration 3Q: 3 clusters Score -2136936 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -2137470.000000 Penalty: 3463.410400
	Iteration 4Q: 3 clusters Score -2137470 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -2138075.000000 Penalty: 3463.410400
	Iteration 5Q: 3 clusters Score -2138075 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -2138774.750000 Penalty: 3463.410400
	Iteration 6Q: 3 clusters Score -2138775 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -2139657.750000 Penalty: 3463.410400
	Iteration 7Q: 3 clusters Score -2139658 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2140769.750000 Penalty: 3463.410400
	Iteration 8Q: 3 clusters Score -2140770 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -2142227.750000 Penalty: 3463.410400
	Iteration 9F: 3 clusters Score -2142228 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -2143896.250000 Penalty: 3463.410400
	Iteration 10F: 3 clusters Score -2143896 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2145525.000000 Penalty: 3463.410400
	Iteration 11F: 3 clusters Score -2145525 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2146781.500000 Penalty: 3463.410400
	Iteration 12Q: 3 clusters Score -2146782 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -2147616.750000 Penalty: 3463.410400
	Iteration 13Q: 3 clusters Score -2147617 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -2148235.000000 Penalty: 3463.410400
	Iteration 14Q: 3 clusters Score -2148235 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -2148774.500000 Penalty: 3463.410400
	Iteration 15Q: 3 clusters Score -2148774 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -2149271.750000 Penalty: 3463.410400
	Iteration 16Q: 3 clusters Score -2149272 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -2149760.500000 Penalty: 3463.410400
	Iteration 17Q: 3 clusters Score -2149760 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -2150276.500000 Penalty: 3463.410400
	Iteration 18Q: 3 clusters Score -2150276 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2150731.000000 Penalty: 3463.410400
	Iteration 19Q: 3 clusters Score -2150731 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2151116.750000 Penalty: 3463.410400
	Iteration 20F: 3 clusters Score -2151117 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2151336.000000 Penalty: 3463.410400
	Iteration 21Q: 3 clusters Score -2151336 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2151482.250000 Penalty: 3463.410400
	Iteration 22Q: 3 clusters Score -2151482 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2151577.500000 Penalty: 3463.410400
	Iteration 23Q: 3 clusters Score -2151578 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40792 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2151650.750000 Penalty: 3463.410400
	Iteration 24Q: 3 clusters Score -2151651 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2151704.750000 Penalty: 3463.410400
	Iteration 25Q: 3 clusters Score -2151705 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2151753.500000 Penalty: 3463.410400
	Iteration 26Q: 3 clusters Score -2151754 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2151790.250000 Penalty: 3463.410400
	Iteration 27Q: 3 clusters Score -2151790 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2151811.000000 Penalty: 3463.410400
	Iteration 28Q: 3 clusters Score -2151811 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41182 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2151833.500000 Penalty: 3463.410400
	Iteration 29Q: 3 clusters Score -2151834 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2151843.750000 Penalty: 3463.410400
	Iteration 30Q: 3 clusters Score -2151844 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2151852.750000 Penalty: 3463.410400
	Iteration 31Q: 3 clusters Score -2151853 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2151856.250000 Penalty: 3463.410400
	Iteration 32Q: 3 clusters Score -2151856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2151864.750000 Penalty: 3463.410400
	Iteration 33Q: 3 clusters Score -2151865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2151869.500000 Penalty: 3463.410400
	Iteration 34Q: 3 clusters Score -2151870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2151875.000000 Penalty: 3463.410400
	Iteration 35Q: 3 clusters Score -2151875 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2151872.000000 Penalty: 3463.410400
	Iteration 36Q: 3 clusters Score -2151872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2151879.000000 Penalty: 3463.410400
	Iteration 37Q: 3 clusters Score -2151879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2151883.000000 Penalty: 3463.410400
	Iteration 38Q: 3 clusters Score -2151883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2151887.750000 Penalty: 3463.410400
	Iteration 39Q: 3 clusters Score -2151888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2151883.000000 Penalty: 3463.410400
	Iteration 40F: 3 clusters Score -2151883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2151883.250000 Penalty: 3463.410400
	Iteration 41Q: 3 clusters Score -2151883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2151885.250000 Penalty: 3463.410400
	Iteration 42Q: 3 clusters Score -2151885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2151889.750000 Penalty: 3463.410400
	Iteration 43Q: 3 clusters Score -2151890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2151889.500000 Penalty: 3463.410400
	Iteration 44Q: 3 clusters Score -2151890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2151889.500000 Penalty: 3463.410400
	Iteration 45F: 3 clusters Score -2151890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Entering Unmasked Estep 
Score: -491824.906250 Penalty: 1489.334229
	Iteration 0F: 2 clusters Score -491824.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -484974.062500 Penalty: 2978.668457
	Iteration 0F: 3 clusters Score -484974.1 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -487066.750000 Penalty: 2978.668457
	Iteration 1F: 3 clusters Score -487066.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -487284.906250 Penalty: 2978.668457
	Iteration 2F: 3 clusters Score -487284.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -487422.781250 Penalty: 2978.668457
	Iteration 3Q: 3 clusters Score -487422.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -487519.687500 Penalty: 2978.668457
	Iteration 4Q: 3 clusters Score -487519.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -487599.000000 Penalty: 2978.668457
	Iteration 5Q: 3 clusters Score -487599 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -487682.843750 Penalty: 2978.668457
	Iteration 6Q: 3 clusters Score -487682.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -487778.531250 Penalty: 2978.668457
	Iteration 7Q: 3 clusters Score -487778.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -487891.187500 Penalty: 2978.668457
	Iteration 8Q: 3 clusters Score -487891.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -488026.000000 Penalty: 2978.668457
	Iteration 9Q: 3 clusters Score -488026 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -488216.343750 Penalty: 2978.668457
	Iteration 10Q: 3 clusters Score -488216.3 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -488478.812500 Penalty: 2978.668457
	Iteration 11Q: 3 clusters Score -488478.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -488829.718750 Penalty: 2978.668457
	Iteration 12F: 3 clusters Score -488829.7 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -489224.968750 Penalty: 2978.668457
	Iteration 13F: 3 clusters Score -489225 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -489615.343750 Penalty: 2978.668457
	Iteration 14Q: 3 clusters Score -489615.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -489960.281250 Penalty: 2978.668457
	Iteration 15Q: 3 clusters Score -489960.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -490192.531250 Penalty: 2978.668457
	Iteration 16Q: 3 clusters Score -490192.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -490339.906250 Penalty: 2978.668457
	Iteration 17Q: 3 clusters Score -490339.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -490440.218750 Penalty: 2978.668457
	Iteration 18Q: 3 clusters Score -490440.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -490492.875000 Penalty: 2978.668457
	Iteration 19Q: 3 clusters Score -490492.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -490529.906250 Penalty: 2978.668457
	Iteration 20F: 3 clusters Score -490529.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -490554.750000 Penalty: 2978.668457
	Iteration 21Q: 3 clusters Score -490554.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -490565.437500 Penalty: 2978.668457
	Iteration 22Q: 3 clusters Score -490565.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -490568.281250 Penalty: 2978.668457
	Iteration 23Q: 3 clusters Score -490568.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -490575.062500 Penalty: 2978.668457
	Iteration 24Q: 3 clusters Score -490575.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -490580.281250 Penalty: 2978.668457
	Iteration 25Q: 3 clusters Score -490580.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -490582.531250 Penalty: 2978.668457
	Iteration 26Q: 3 clusters Score -490582.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -490583.156250 Penalty: 2978.668457
	Iteration 27Q: 3 clusters Score -490583.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -490585.062500 Penalty: 2978.668457
	Iteration 28Q: 3 clusters Score -490585.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -490585.062500 Penalty: 2978.668457
	Iteration 29F: 3 clusters Score -490585.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Entering Unmasked Estep 
Score: -2294795.250000 Penalty: 1738.765137
	Iteration 0F: 2 clusters Score -2294795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -2265095.250000 Penalty: 3477.530273
	Iteration 0F: 3 clusters Score -2265095 nChanged 20621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -2276858.250000 Penalty: 3477.530273
	Iteration 1F: 3 clusters Score -2276858 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -2277527.250000 Penalty: 3477.530273
	Iteration 2Q: 3 clusters Score -2277527 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -2278319.250000 Penalty: 3477.530273
	Iteration 3Q: 3 clusters Score -2278319 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -2279320.750000 Penalty: 3477.530273
	Iteration 4Q: 3 clusters Score -2279321 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -2280589.250000 Penalty: 3477.530273
	Iteration 5F: 3 clusters Score -2280589 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -2282167.500000 Penalty: 3477.530273
	Iteration 6F: 3 clusters Score -2282168 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -2283983.000000 Penalty: 3477.530273
	Iteration 7F: 3 clusters Score -2283983 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -2285932.250000 Penalty: 3477.530273
	Iteration 8F: 3 clusters Score -2285932 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -2287760.750000 Penalty: 3477.530273
	Iteration 9F: 3 clusters Score -2287761 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -2289374.250000 Penalty: 3477.530273
	Iteration 10Q: 3 clusters Score -2289374 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 40360 members 
Entering Unmasked Estep 
Score: -2290636.750000 Penalty: 3477.530273
	Iteration 11Q: 3 clusters Score -2290637 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -2291591.250000 Penalty: 3477.530273
	Iteration 12Q: 3 clusters Score -2291591 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 42481 members 
Entering Unmasked Estep 
Score: -2292229.250000 Penalty: 3477.530273
	Iteration 13Q: 3 clusters Score -2292229 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -2292612.000000 Penalty: 3477.530273
	Iteration 14Q: 3 clusters Score -2292612 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -2292859.500000 Penalty: 3477.530273
	Iteration 15Q: 3 clusters Score -2292860 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -2293006.500000 Penalty: 3477.530273
	Iteration 16Q: 3 clusters Score -2293006 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -2293097.250000 Penalty: 3477.530273
	Iteration 17Q: 3 clusters Score -2293097 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -2293144.750000 Penalty: 3477.530273
	Iteration 18Q: 3 clusters Score -2293145 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -2293183.250000 Penalty: 3477.530273
	Iteration 19Q: 3 clusters Score -2293183 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 43873 members 
Entering Unmasked Estep 
Score: -2293207.000000 Penalty: 3477.530273
	Iteration 20F: 3 clusters Score -2293207 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 43901 members 
Entering Unmasked Estep 
Score: -2293225.000000 Penalty: 3477.530273
	Iteration 21Q: 3 clusters Score -2293225 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -2293247.000000 Penalty: 3477.530273
	Iteration 22Q: 3 clusters Score -2293247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -2293259.000000 Penalty: 3477.530273
	Iteration 23Q: 3 clusters Score -2293259 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 43966 members 
Entering Unmasked Estep 
Score: -2293272.750000 Penalty: 3477.530273
	Iteration 24Q: 3 clusters Score -2293273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 43978 members 
Entering Unmasked Estep 
Score: -2293285.000000 Penalty: 3477.530273
	Iteration 25Q: 3 clusters Score -2293285 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 43987 members 
Entering Unmasked Estep 
Score: -2293300.000000 Penalty: 3477.530273
	Iteration 26Q: 3 clusters Score -2293300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -2293307.250000 Penalty: 3477.530273
	Iteration 27Q: 3 clusters Score -2293307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 43999 members 
Entering Unmasked Estep 
Score: -2293318.750000 Penalty: 3477.530273
	Iteration 28Q: 3 clusters Score -2293319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 44005 members 
Entering Unmasked Estep 
Score: -2293324.750000 Penalty: 3477.530273
	Iteration 29Q: 3 clusters Score -2293325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -2293324.750000 Penalty: 3477.530273
	Iteration 30Q: 3 clusters Score -2293325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 44009 members 
Entering Unmasked Estep 
Score: -2293323.250000 Penalty: 3477.530273
	Iteration 31Q: 3 clusters Score -2293323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -2293325.000000 Penalty: 3477.530273
	Iteration 32Q: 3 clusters Score -2293325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 44017 members 
Entering Unmasked Estep 
Score: -2293328.500000 Penalty: 3477.530273
	Iteration 33Q: 3 clusters Score -2293328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 44019 members 
Entering Unmasked Estep 
Score: -2293331.000000 Penalty: 3477.530273
	Iteration 34Q: 3 clusters Score -2293331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 44020 members 
Entering Unmasked Estep 
Score: -2293330.000000 Penalty: 3477.530273
	Iteration 35Q: 3 clusters Score -2293330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -2293331.000000 Penalty: 3477.530273
	Iteration 36Q: 3 clusters Score -2293331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
Score: -2293331.000000 Penalty: 3477.530273
	Iteration 37Q: 3 clusters Score -2293331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 44025 members 
Entering Unmasked Estep 
Score: -2293333.000000 Penalty: 3477.530273
	Iteration 38Q: 3 clusters Score -2293333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 44026 members 
Entering Unmasked Estep 
Score: -2293332.500000 Penalty: 3477.530273
	Iteration 39Q: 3 clusters Score -2293332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 44027 members 
Entering Unmasked Estep 
Score: -2293332.250000 Penalty: 3477.530273
	Iteration 40F: 3 clusters Score -2293332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Entering Unmasked Estep 
Score: -996640.437500 Penalty: 1604.082031
	Iteration 0F: 2 clusters Score -996640.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -983375.875000 Penalty: 3208.164062
	Iteration 0F: 3 clusters Score -983375.9 nChanged 8753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -988419.875000 Penalty: 3208.164062
	Iteration 1F: 3 clusters Score -988419.9 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -988908.125000 Penalty: 3208.164062
	Iteration 2F: 3 clusters Score -988908.1 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -989446.312500 Penalty: 3208.164062
	Iteration 3F: 3 clusters Score -989446.3 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -990128.875000 Penalty: 3208.164062
	Iteration 4F: 3 clusters Score -990128.9 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -991096.312500 Penalty: 3208.164062
	Iteration 5F: 3 clusters Score -991096.3 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -992350.062500 Penalty: 3208.164062
	Iteration 6F: 3 clusters Score -992350.1 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -993783.312500 Penalty: 3208.164062
	Iteration 7F: 3 clusters Score -993783.3 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -994856.437500 Penalty: 3208.164062
	Iteration 8F: 3 clusters Score -994856.4 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -995376.562500 Penalty: 3208.164062
	Iteration 9Q: 3 clusters Score -995376.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -995617.375000 Penalty: 3208.164062
	Iteration 10Q: 3 clusters Score -995617.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -995777.062500 Penalty: 3208.164062
	Iteration 11Q: 3 clusters Score -995777.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -995893.250000 Penalty: 3208.164062
	Iteration 12Q: 3 clusters Score -995893.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -995960.062500 Penalty: 3208.164062
	Iteration 13Q: 3 clusters Score -995960.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -996031.187500 Penalty: 3208.164062
	Iteration 14Q: 3 clusters Score -996031.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -996088.687500 Penalty: 3208.164062
	Iteration 15Q: 3 clusters Score -996088.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -996123.500000 Penalty: 3208.164062
	Iteration 16Q: 3 clusters Score -996123.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -996152.750000 Penalty: 3208.164062
	Iteration 17Q: 3 clusters Score -996152.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -996171.375000 Penalty: 3208.164062
	Iteration 18Q: 3 clusters Score -996171.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -996192.687500 Penalty: 3208.164062
	Iteration 19Q: 3 clusters Score -996192.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -996204.437500 Penalty: 3208.164062
	Iteration 20F: 3 clusters Score -996204.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -996211.937500 Penalty: 3208.164062
	Iteration 21Q: 3 clusters Score -996211.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -996216.125000 Penalty: 3208.164062
	Iteration 22Q: 3 clusters Score -996216.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -996224.500000 Penalty: 3208.164062
	Iteration 23Q: 3 clusters Score -996224.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -996228.312500 Penalty: 3208.164062
	Iteration 24Q: 3 clusters Score -996228.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -996231.187500 Penalty: 3208.164062
	Iteration 25Q: 3 clusters Score -996231.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -996232.125000 Penalty: 3208.164062
	Iteration 26Q: 3 clusters Score -996232.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -996235.750000 Penalty: 3208.164062
	Iteration 27Q: 3 clusters Score -996235.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -996239.625000 Penalty: 3208.164062
	Iteration 28Q: 3 clusters Score -996239.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -996237.312500 Penalty: 3208.164062
	Iteration 29Q: 3 clusters Score -996237.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -996240.312500 Penalty: 3208.164062
	Iteration 30Q: 3 clusters Score -996240.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -996239.625000 Penalty: 3208.164062
	Iteration 31Q: 3 clusters Score -996239.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -996239.500000 Penalty: 3208.164062
	Iteration 32Q: 3 clusters Score -996239.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -996241.750000 Penalty: 3208.164062
	Iteration 33Q: 3 clusters Score -996241.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -996240.750000 Penalty: 3208.164062
	Iteration 34Q: 3 clusters Score -996240.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -996241.000000 Penalty: 3208.164062
	Iteration 35Q: 3 clusters Score -996241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -996240.750000 Penalty: 3208.164062
	Iteration 36Q: 3 clusters Score -996240.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -996241.437500 Penalty: 3208.164062
	Iteration 37Q: 3 clusters Score -996241.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -996241.437500 Penalty: 3208.164062
	Iteration 38Q: 3 clusters Score -996241.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -996240.000000 Penalty: 3208.164062
	Iteration 39Q: 3 clusters Score -996240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -996240.375000 Penalty: 3208.164062
	Iteration 40F: 3 clusters Score -996240.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Entering Unmasked Estep 
Score: -492544.468750 Penalty: 1479.432739
	Iteration 0F: 2 clusters Score -492544.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -486014.843750 Penalty: 2958.865479
	Iteration 0F: 3 clusters Score -486014.8 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -488069.812500 Penalty: 2958.865479
	Iteration 1F: 3 clusters Score -488069.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -488259.406250 Penalty: 2958.865479
	Iteration 2F: 3 clusters Score -488259.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -488408.781250 Penalty: 2958.865479
	Iteration 3Q: 3 clusters Score -488408.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -488516.531250 Penalty: 2958.865479
	Iteration 4Q: 3 clusters Score -488516.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -488598.906250 Penalty: 2958.865479
	Iteration 5Q: 3 clusters Score -488598.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -488684.125000 Penalty: 2958.865479
	Iteration 6Q: 3 clusters Score -488684.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -488765.093750 Penalty: 2958.865479
	Iteration 7Q: 3 clusters Score -488765.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -488847.218750 Penalty: 2958.865479
	Iteration 8Q: 3 clusters Score -488847.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -488929.843750 Penalty: 2958.865479
	Iteration 9Q: 3 clusters Score -488929.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -489034.468750 Penalty: 2958.865479
	Iteration 10Q: 3 clusters Score -489034.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -489155.906250 Penalty: 2958.865479
	Iteration 11Q: 3 clusters Score -489155.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -489309.250000 Penalty: 2958.865479
	Iteration 12Q: 3 clusters Score -489309.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -489487.781250 Penalty: 2958.865479
	Iteration 13Q: 3 clusters Score -489487.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -489714.031250 Penalty: 2958.865479
	Iteration 14Q: 3 clusters Score -489714 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -490012.343750 Penalty: 2958.865479
	Iteration 15Q: 3 clusters Score -490012.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -490252.250000 Penalty: 2958.865479
	Iteration 16Q: 3 clusters Score -490252.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -490397.125000 Penalty: 2958.865479
	Iteration 17Q: 3 clusters Score -490397.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -490511.656250 Penalty: 2958.865479
	Iteration 18Q: 3 clusters Score -490511.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -490598.656250 Penalty: 2958.865479
	Iteration 19Q: 3 clusters Score -490598.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -490669.687500 Penalty: 2958.865479
	Iteration 20F: 3 clusters Score -490669.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -490720.031250 Penalty: 2958.865479
	Iteration 21Q: 3 clusters Score -490720 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -490753.687500 Penalty: 2958.865479
	Iteration 22Q: 3 clusters Score -490753.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -490782.062500 Penalty: 2958.865479
	Iteration 23Q: 3 clusters Score -490782.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -490803.468750 Penalty: 2958.865479
	Iteration 24Q: 3 clusters Score -490803.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -490818.062500 Penalty: 2958.865479
	Iteration 25Q: 3 clusters Score -490818.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -490832.656250 Penalty: 2958.865479
	Iteration 26Q: 3 clusters Score -490832.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -490843.812500 Penalty: 2958.865479
	Iteration 27Q: 3 clusters Score -490843.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -490852.593750 Penalty: 2958.865479
	Iteration 28Q: 3 clusters Score -490852.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -490862.500000 Penalty: 2958.865479
	Iteration 29Q: 3 clusters Score -490862.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -490868.656250 Penalty: 2958.865479
	Iteration 30Q: 3 clusters Score -490868.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -490874.156250 Penalty: 2958.865479
	Iteration 31Q: 3 clusters Score -490874.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -490878.875000 Penalty: 2958.865479
	Iteration 32Q: 3 clusters Score -490878.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -490884.062500 Penalty: 2958.865479
	Iteration 33Q: 3 clusters Score -490884.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -490891.593750 Penalty: 2958.865479
	Iteration 34Q: 3 clusters Score -490891.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -490900.093750 Penalty: 2958.865479
	Iteration 35Q: 3 clusters Score -490900.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -490911.000000 Penalty: 2958.865479
	Iteration 36Q: 3 clusters Score -490911 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -490922.937500 Penalty: 2958.865479
	Iteration 37Q: 3 clusters Score -490922.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -490933.437500 Penalty: 2958.865479
	Iteration 38Q: 3 clusters Score -490933.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -490942.562500 Penalty: 2958.865479
	Iteration 39Q: 3 clusters Score -490942.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -490952.062500 Penalty: 2958.865479
	Iteration 40F: 3 clusters Score -490952.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -490964.906250 Penalty: 2958.865479
	Iteration 41Q: 3 clusters Score -490964.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -490973.875000 Penalty: 2958.865479
	Iteration 42Q: 3 clusters Score -490973.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -490981.031250 Penalty: 2958.865479
	Iteration 43Q: 3 clusters Score -490981 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -490989.843750 Penalty: 2958.865479
	Iteration 44Q: 3 clusters Score -490989.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -490996.625000 Penalty: 2958.865479
	Iteration 45Q: 3 clusters Score -490996.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -491000.281250 Penalty: 2958.865479
	Iteration 46Q: 3 clusters Score -491000.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -491004.187500 Penalty: 2958.865479
	Iteration 47Q: 3 clusters Score -491004.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -491010.281250 Penalty: 2958.865479
	Iteration 48Q: 3 clusters Score -491010.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -491013.906250 Penalty: 2958.865479
	Iteration 49Q: 3 clusters Score -491013.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -491016.375000 Penalty: 2958.865479
	Iteration 50Q: 3 clusters Score -491016.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -491017.343750 Penalty: 2958.865479
	Iteration 51Q: 3 clusters Score -491017.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -491018.906250 Penalty: 2958.865479
	Iteration 52Q: 3 clusters Score -491018.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -491021.937500 Penalty: 2958.865479
	Iteration 53Q: 3 clusters Score -491021.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -491024.593750 Penalty: 2958.865479
	Iteration 54Q: 3 clusters Score -491024.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -491026.343750 Penalty: 2958.865479
	Iteration 55Q: 3 clusters Score -491026.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -491025.375000 Penalty: 2958.865479
	Iteration 56Q: 3 clusters Score -491025.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -491026.375000 Penalty: 2958.865479
	Iteration 57Q: 3 clusters Score -491026.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -491026.406250 Penalty: 2958.865479
	Iteration 58Q: 3 clusters Score -491026.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -491027.218750 Penalty: 2958.865479
	Iteration 59Q: 3 clusters Score -491027.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -491027.218750 Penalty: 2958.865479
	Iteration 60F: 3 clusters Score -491027.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Entering Unmasked Estep 
Score: -203131.406250 Penalty: 1361.376343
	Iteration 0F: 2 clusters Score -203131.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -199546.484375 Penalty: 2722.752686
	Iteration 0F: 3 clusters Score -199546.5 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -200582.109375 Penalty: 2722.752686
	Iteration 1F: 3 clusters Score -200582.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -200807.953125 Penalty: 2722.752686
	Iteration 2F: 3 clusters Score -200808 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -200976.734375 Penalty: 2722.752686
	Iteration 3F: 3 clusters Score -200976.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -201115.625000 Penalty: 2722.752686
	Iteration 4F: 3 clusters Score -201115.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -201228.765625 Penalty: 2722.752686
	Iteration 5Q: 3 clusters Score -201228.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -201346.406250 Penalty: 2722.752686
	Iteration 6Q: 3 clusters Score -201346.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -201486.718750 Penalty: 2722.752686
	Iteration 7Q: 3 clusters Score -201486.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -201628.718750 Penalty: 2722.752686
	Iteration 8Q: 3 clusters Score -201628.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -201764.390625 Penalty: 2722.752686
	Iteration 9Q: 3 clusters Score -201764.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -201856.703125 Penalty: 2722.752686
	Iteration 10Q: 3 clusters Score -201856.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -201929.828125 Penalty: 2722.752686
	Iteration 11Q: 3 clusters Score -201929.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -201998.828125 Penalty: 2722.752686
	Iteration 12Q: 3 clusters Score -201998.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -202046.906250 Penalty: 2722.752686
	Iteration 13Q: 3 clusters Score -202046.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -202077.984375 Penalty: 2722.752686
	Iteration 14Q: 3 clusters Score -202078 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -202099.812500 Penalty: 2722.752686
	Iteration 15Q: 3 clusters Score -202099.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -202113.390625 Penalty: 2722.752686
	Iteration 16Q: 3 clusters Score -202113.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -202123.250000 Penalty: 2722.752686
	Iteration 17Q: 3 clusters Score -202123.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -202131.093750 Penalty: 2722.752686
	Iteration 18Q: 3 clusters Score -202131.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -202138.968750 Penalty: 2722.752686
	Iteration 19Q: 3 clusters Score -202139 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -202148.046875 Penalty: 2722.752686
	Iteration 20F: 3 clusters Score -202148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -202153.000000 Penalty: 2722.752686
	Iteration 21Q: 3 clusters Score -202153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -202156.562500 Penalty: 2722.752686
	Iteration 22Q: 3 clusters Score -202156.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -202159.062500 Penalty: 2722.752686
	Iteration 23Q: 3 clusters Score -202159.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -202161.187500 Penalty: 2722.752686
	Iteration 24Q: 3 clusters Score -202161.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -202166.453125 Penalty: 2722.752686
	Iteration 25Q: 3 clusters Score -202166.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -202169.484375 Penalty: 2722.752686
	Iteration 26Q: 3 clusters Score -202169.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -202172.484375 Penalty: 2722.752686
	Iteration 27Q: 3 clusters Score -202172.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -202174.031250 Penalty: 2722.752686
	Iteration 28Q: 3 clusters Score -202174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -202175.484375 Penalty: 2722.752686
	Iteration 29Q: 3 clusters Score -202175.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -202177.156250 Penalty: 2722.752686
	Iteration 30Q: 3 clusters Score -202177.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -202178.171875 Penalty: 2722.752686
	Iteration 31Q: 3 clusters Score -202178.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -202178.875000 Penalty: 2722.752686
	Iteration 32Q: 3 clusters Score -202178.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -202179.421875 Penalty: 2722.752686
	Iteration 33Q: 3 clusters Score -202179.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -202179.484375 Penalty: 2722.752686
	Iteration 34Q: 3 clusters Score -202179.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -202179.484375 Penalty: 2722.752686
	Iteration 35F: 3 clusters Score -202179.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Entering Unmasked Estep 
Score: -422395.718750 Penalty: 1459.114380
	Iteration 0F: 2 clusters Score -422395.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -416532.062500 Penalty: 2918.228760
	Iteration 0F: 3 clusters Score -416532.1 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -418206.750000 Penalty: 2918.228760
	Iteration 1F: 3 clusters Score -418206.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -418419.187500 Penalty: 2918.228760
	Iteration 2F: 3 clusters Score -418419.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -418587.718750 Penalty: 2918.228760
	Iteration 3Q: 3 clusters Score -418587.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -418774.781250 Penalty: 2918.228760
	Iteration 4Q: 3 clusters Score -418774.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -418959.593750 Penalty: 2918.228760
	Iteration 5Q: 3 clusters Score -418959.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -419121.250000 Penalty: 2918.228760
	Iteration 6Q: 3 clusters Score -419121.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -419278.093750 Penalty: 2918.228760
	Iteration 7Q: 3 clusters Score -419278.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -419424.062500 Penalty: 2918.228760
	Iteration 8Q: 3 clusters Score -419424.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -419581.500000 Penalty: 2918.228760
	Iteration 9Q: 3 clusters Score -419581.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -419746.281250 Penalty: 2918.228760
	Iteration 10Q: 3 clusters Score -419746.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -419929.281250 Penalty: 2918.228760
	Iteration 11Q: 3 clusters Score -419929.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -420107.093750 Penalty: 2918.228760
	Iteration 12Q: 3 clusters Score -420107.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -420255.218750 Penalty: 2918.228760
	Iteration 13Q: 3 clusters Score -420255.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -420352.906250 Penalty: 2918.228760
	Iteration 14Q: 3 clusters Score -420352.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -420410.656250 Penalty: 2918.228760
	Iteration 15Q: 3 clusters Score -420410.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -420448.156250 Penalty: 2918.228760
	Iteration 16Q: 3 clusters Score -420448.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -420470.312500 Penalty: 2918.228760
	Iteration 17Q: 3 clusters Score -420470.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -420488.500000 Penalty: 2918.228760
	Iteration 18Q: 3 clusters Score -420488.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -420505.656250 Penalty: 2918.228760
	Iteration 19Q: 3 clusters Score -420505.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -420518.812500 Penalty: 2918.228760
	Iteration 20F: 3 clusters Score -420518.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -420528.218750 Penalty: 2918.228760
	Iteration 21Q: 3 clusters Score -420528.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -420536.625000 Penalty: 2918.228760
	Iteration 22Q: 3 clusters Score -420536.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -420544.531250 Penalty: 2918.228760
	Iteration 23Q: 3 clusters Score -420544.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -420554.187500 Penalty: 2918.228760
	Iteration 24Q: 3 clusters Score -420554.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -420564.968750 Penalty: 2918.228760
	Iteration 25Q: 3 clusters Score -420565 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -420576.500000 Penalty: 2918.228760
	Iteration 26Q: 3 clusters Score -420576.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -420587.843750 Penalty: 2918.228760
	Iteration 27Q: 3 clusters Score -420587.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -420597.125000 Penalty: 2918.228760
	Iteration 28Q: 3 clusters Score -420597.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -420609.250000 Penalty: 2918.228760
	Iteration 29Q: 3 clusters Score -420609.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -420616.531250 Penalty: 2918.228760
	Iteration 30Q: 3 clusters Score -420616.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -420622.375000 Penalty: 2918.228760
	Iteration 31Q: 3 clusters Score -420622.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -420628.468750 Penalty: 2918.228760
	Iteration 32Q: 3 clusters Score -420628.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -420634.343750 Penalty: 2918.228760
	Iteration 33Q: 3 clusters Score -420634.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -420644.593750 Penalty: 2918.228760
	Iteration 34Q: 3 clusters Score -420644.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -420657.843750 Penalty: 2918.228760
	Iteration 35Q: 3 clusters Score -420657.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -420672.843750 Penalty: 2918.228760
	Iteration 36Q: 3 clusters Score -420672.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -420687.218750 Penalty: 2918.228760
	Iteration 37Q: 3 clusters Score -420687.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -420699.843750 Penalty: 2918.228760
	Iteration 38Q: 3 clusters Score -420699.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -420709.656250 Penalty: 2918.228760
	Iteration 39Q: 3 clusters Score -420709.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -420719.562500 Penalty: 2918.228760
	Iteration 40F: 3 clusters Score -420719.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -420726.687500 Penalty: 2918.228760
	Iteration 41Q: 3 clusters Score -420726.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -420734.625000 Penalty: 2918.228760
	Iteration 42Q: 3 clusters Score -420734.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -420739.750000 Penalty: 2918.228760
	Iteration 43Q: 3 clusters Score -420739.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -420745.468750 Penalty: 2918.228760
	Iteration 44Q: 3 clusters Score -420745.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -420750.156250 Penalty: 2918.228760
	Iteration 45Q: 3 clusters Score -420750.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -420754.125000 Penalty: 2918.228760
	Iteration 46Q: 3 clusters Score -420754.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -420759.031250 Penalty: 2918.228760
	Iteration 47Q: 3 clusters Score -420759 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -420767.437500 Penalty: 2918.228760
	Iteration 48Q: 3 clusters Score -420767.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -420774.687500 Penalty: 2918.228760
	Iteration 49Q: 3 clusters Score -420774.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -420781.531250 Penalty: 2918.228760
	Iteration 50Q: 3 clusters Score -420781.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -420787.406250 Penalty: 2918.228760
	Iteration 51Q: 3 clusters Score -420787.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -420790.531250 Penalty: 2918.228760
	Iteration 52Q: 3 clusters Score -420790.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -420796.375000 Penalty: 2918.228760
	Iteration 53Q: 3 clusters Score -420796.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -420802.031250 Penalty: 2918.228760
	Iteration 54Q: 3 clusters Score -420802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -420807.812500 Penalty: 2918.228760
	Iteration 55Q: 3 clusters Score -420807.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -420810.781250 Penalty: 2918.228760
	Iteration 56Q: 3 clusters Score -420810.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -420815.593750 Penalty: 2918.228760
	Iteration 57Q: 3 clusters Score -420815.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -420822.093750 Penalty: 2918.228760
	Iteration 58Q: 3 clusters Score -420822.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -420828.218750 Penalty: 2918.228760
	Iteration 59Q: 3 clusters Score -420828.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -420832.750000 Penalty: 2918.228760
	Iteration 60F: 3 clusters Score -420832.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -420837.156250 Penalty: 2918.228760
	Iteration 61Q: 3 clusters Score -420837.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -420841.875000 Penalty: 2918.228760
	Iteration 62Q: 3 clusters Score -420841.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -420844.875000 Penalty: 2918.228760
	Iteration 63Q: 3 clusters Score -420844.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -420844.562500 Penalty: 2918.228760
	Iteration 64Q: 3 clusters Score -420844.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -420846.531250 Penalty: 2918.228760
	Iteration 65Q: 3 clusters Score -420846.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -420848.343750 Penalty: 2918.228760
	Iteration 66Q: 3 clusters Score -420848.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -420850.062500 Penalty: 2918.228760
	Iteration 67Q: 3 clusters Score -420850.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -420852.000000 Penalty: 2918.228760
	Iteration 68Q: 3 clusters Score -420852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -420854.093750 Penalty: 2918.228760
	Iteration 69Q: 3 clusters Score -420854.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -420856.281250 Penalty: 2918.228760
	Iteration 70Q: 3 clusters Score -420856.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -420860.625000 Penalty: 2918.228760
	Iteration 71Q: 3 clusters Score -420860.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -420864.437500 Penalty: 2918.228760
	Iteration 72Q: 3 clusters Score -420864.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -420873.093750 Penalty: 2918.228760
	Iteration 73Q: 3 clusters Score -420873.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -420877.625000 Penalty: 2918.228760
	Iteration 74Q: 3 clusters Score -420877.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -420882.500000 Penalty: 2918.228760
	Iteration 75Q: 3 clusters Score -420882.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -420886.750000 Penalty: 2918.228760
	Iteration 76Q: 3 clusters Score -420886.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -420893.875000 Penalty: 2918.228760
	Iteration 77Q: 3 clusters Score -420893.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -420900.843750 Penalty: 2918.228760
	Iteration 78Q: 3 clusters Score -420900.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -420908.937500 Penalty: 2918.228760
	Iteration 79Q: 3 clusters Score -420908.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -420921.375000 Penalty: 2918.228760
	Iteration 80F: 3 clusters Score -420921.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -420939.125000 Penalty: 2918.228760
	Iteration 81Q: 3 clusters Score -420939.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -420952.781250 Penalty: 2918.228760
	Iteration 82Q: 3 clusters Score -420952.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -420968.312500 Penalty: 2918.228760
	Iteration 83Q: 3 clusters Score -420968.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -420981.656250 Penalty: 2918.228760
	Iteration 84Q: 3 clusters Score -420981.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -420992.250000 Penalty: 2918.228760
	Iteration 85Q: 3 clusters Score -420992.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -420999.875000 Penalty: 2918.228760
	Iteration 86Q: 3 clusters Score -420999.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -421007.843750 Penalty: 2918.228760
	Iteration 87Q: 3 clusters Score -421007.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -421011.125000 Penalty: 2918.228760
	Iteration 88Q: 3 clusters Score -421011.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -421017.281250 Penalty: 2918.228760
	Iteration 89Q: 3 clusters Score -421017.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -421025.437500 Penalty: 2918.228760
	Iteration 90Q: 3 clusters Score -421025.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -421032.187500 Penalty: 2918.228760
	Iteration 91Q: 3 clusters Score -421032.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -421040.593750 Penalty: 2918.228760
	Iteration 92Q: 3 clusters Score -421040.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -421046.093750 Penalty: 2918.228760
	Iteration 93Q: 3 clusters Score -421046.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -421052.718750 Penalty: 2918.228760
	Iteration 94Q: 3 clusters Score -421052.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -421058.437500 Penalty: 2918.228760
	Iteration 95Q: 3 clusters Score -421058.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -421065.281250 Penalty: 2918.228760
	Iteration 96Q: 3 clusters Score -421065.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -421069.343750 Penalty: 2918.228760
	Iteration 97Q: 3 clusters Score -421069.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -421075.312500 Penalty: 2918.228760
	Iteration 98Q: 3 clusters Score -421075.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -421081.968750 Penalty: 2918.228760
	Iteration 99Q: 3 clusters Score -421082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -421085.625000 Penalty: 2918.228760
	Iteration 100F: 3 clusters Score -421085.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -421090.750000 Penalty: 2918.228760
	Iteration 101Q: 3 clusters Score -421090.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -421093.281250 Penalty: 2918.228760
	Iteration 102Q: 3 clusters Score -421093.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -421095.343750 Penalty: 2918.228760
	Iteration 103Q: 3 clusters Score -421095.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -421097.937500 Penalty: 2918.228760
	Iteration 104Q: 3 clusters Score -421097.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -421099.312500 Penalty: 2918.228760
	Iteration 105Q: 3 clusters Score -421099.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -421104.125000 Penalty: 2918.228760
	Iteration 106Q: 3 clusters Score -421104.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -421107.062500 Penalty: 2918.228760
	Iteration 107Q: 3 clusters Score -421107.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -421110.062500 Penalty: 2918.228760
	Iteration 108Q: 3 clusters Score -421110.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -421112.906250 Penalty: 2918.228760
	Iteration 109Q: 3 clusters Score -421112.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -421113.875000 Penalty: 2918.228760
	Iteration 110Q: 3 clusters Score -421113.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -421115.343750 Penalty: 2918.228760
	Iteration 111Q: 3 clusters Score -421115.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -421116.625000 Penalty: 2918.228760
	Iteration 112Q: 3 clusters Score -421116.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -421118.750000 Penalty: 2918.228760
	Iteration 113Q: 3 clusters Score -421118.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -421120.281250 Penalty: 2918.228760
	Iteration 114Q: 3 clusters Score -421120.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -421121.656250 Penalty: 2918.228760
	Iteration 115Q: 3 clusters Score -421121.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -421124.093750 Penalty: 2918.228760
	Iteration 116Q: 3 clusters Score -421124.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -421125.531250 Penalty: 2918.228760
	Iteration 117Q: 3 clusters Score -421125.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -421130.406250 Penalty: 2918.228760
	Iteration 118Q: 3 clusters Score -421130.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -421134.375000 Penalty: 2918.228760
	Iteration 119Q: 3 clusters Score -421134.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -421136.625000 Penalty: 2918.228760
	Iteration 120F: 3 clusters Score -421136.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -421140.250000 Penalty: 2918.228760
	Iteration 121Q: 3 clusters Score -421140.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -421143.812500 Penalty: 2918.228760
	Iteration 122Q: 3 clusters Score -421143.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -421145.843750 Penalty: 2918.228760
	Iteration 123Q: 3 clusters Score -421145.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -421149.562500 Penalty: 2918.228760
	Iteration 124Q: 3 clusters Score -421149.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -421149.500000 Penalty: 2918.228760
	Iteration 125Q: 3 clusters Score -421149.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -421150.093750 Penalty: 2918.228760
	Iteration 126Q: 3 clusters Score -421150.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -421151.218750 Penalty: 2918.228760
	Iteration 127Q: 3 clusters Score -421151.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -421152.718750 Penalty: 2918.228760
	Iteration 128Q: 3 clusters Score -421152.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -421153.375000 Penalty: 2918.228760
	Iteration 129Q: 3 clusters Score -421153.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -421156.875000 Penalty: 2918.228760
	Iteration 130Q: 3 clusters Score -421156.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -421160.218750 Penalty: 2918.228760
	Iteration 131Q: 3 clusters Score -421160.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -421163.875000 Penalty: 2918.228760
	Iteration 132Q: 3 clusters Score -421163.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -421167.968750 Penalty: 2918.228760
	Iteration 133Q: 3 clusters Score -421168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -421168.562500 Penalty: 2918.228760
	Iteration 134Q: 3 clusters Score -421168.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -421168.687500 Penalty: 2918.228760
	Iteration 135Q: 3 clusters Score -421168.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -421169.562500 Penalty: 2918.228760
	Iteration 136Q: 3 clusters Score -421169.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -421170.468750 Penalty: 2918.228760
	Iteration 137Q: 3 clusters Score -421170.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -421171.656250 Penalty: 2918.228760
	Iteration 138Q: 3 clusters Score -421171.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -421171.937500 Penalty: 2918.228760
	Iteration 139Q: 3 clusters Score -421171.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -421173.250000 Penalty: 2918.228760
	Iteration 140F: 3 clusters Score -421173.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -421173.062500 Penalty: 2918.228760
	Iteration 141Q: 3 clusters Score -421173.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -421176.156250 Penalty: 2918.228760
	Iteration 142Q: 3 clusters Score -421176.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -421178.843750 Penalty: 2918.228760
	Iteration 143Q: 3 clusters Score -421178.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -421180.187500 Penalty: 2918.228760
	Iteration 144Q: 3 clusters Score -421180.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -421181.250000 Penalty: 2918.228760
	Iteration 145Q: 3 clusters Score -421181.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -421182.031250 Penalty: 2918.228760
	Iteration 146Q: 3 clusters Score -421182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -421183.156250 Penalty: 2918.228760
	Iteration 147Q: 3 clusters Score -421183.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -421183.593750 Penalty: 2918.228760
	Iteration 148Q: 3 clusters Score -421183.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -421183.593750 Penalty: 2918.228760
	Iteration 149F: 3 clusters Score -421183.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Entering Unmasked Estep 
Score: -625991.437500 Penalty: 1534.789551
	Iteration 0F: 2 clusters Score -625991.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -617139.000000 Penalty: 3069.579102
	Iteration 0F: 3 clusters Score -617139 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -620095.562500 Penalty: 3069.579102
	Iteration 1F: 3 clusters Score -620095.6 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -620318.500000 Penalty: 3069.579102
	Iteration 2F: 3 clusters Score -620318.5 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -620502.812500 Penalty: 3069.579102
	Iteration 3Q: 3 clusters Score -620502.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -620631.187500 Penalty: 3069.579102
	Iteration 4Q: 3 clusters Score -620631.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -620748.812500 Penalty: 3069.579102
	Iteration 5Q: 3 clusters Score -620748.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -620873.750000 Penalty: 3069.579102
	Iteration 6Q: 3 clusters Score -620873.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -620994.437500 Penalty: 3069.579102
	Iteration 7Q: 3 clusters Score -620994.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -621131.437500 Penalty: 3069.579102
	Iteration 8Q: 3 clusters Score -621131.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -621281.437500 Penalty: 3069.579102
	Iteration 9Q: 3 clusters Score -621281.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -621451.812500 Penalty: 3069.579102
	Iteration 10Q: 3 clusters Score -621451.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -621659.687500 Penalty: 3069.579102
	Iteration 11Q: 3 clusters Score -621659.7 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -621893.187500 Penalty: 3069.579102
	Iteration 12Q: 3 clusters Score -621893.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -622145.375000 Penalty: 3069.579102
	Iteration 13Q: 3 clusters Score -622145.4 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -622424.750000 Penalty: 3069.579102
	Iteration 14Q: 3 clusters Score -622424.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -622709.625000 Penalty: 3069.579102
	Iteration 15Q: 3 clusters Score -622709.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -622978.750000 Penalty: 3069.579102
	Iteration 16Q: 3 clusters Score -622978.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -623276.062500 Penalty: 3069.579102
	Iteration 17Q: 3 clusters Score -623276.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -623523.500000 Penalty: 3069.579102
	Iteration 18Q: 3 clusters Score -623523.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -623768.312500 Penalty: 3069.579102
	Iteration 19Q: 3 clusters Score -623768.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -624012.625000 Penalty: 3069.579102
	Iteration 20F: 3 clusters Score -624012.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -624159.687500 Penalty: 3069.579102
	Iteration 21Q: 3 clusters Score -624159.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -624260.375000 Penalty: 3069.579102
	Iteration 22Q: 3 clusters Score -624260.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -624341.937500 Penalty: 3069.579102
	Iteration 23Q: 3 clusters Score -624341.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -624405.000000 Penalty: 3069.579102
	Iteration 24Q: 3 clusters Score -624405 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -624463.187500 Penalty: 3069.579102
	Iteration 25Q: 3 clusters Score -624463.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -624503.875000 Penalty: 3069.579102
	Iteration 26Q: 3 clusters Score -624503.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -624538.125000 Penalty: 3069.579102
	Iteration 27Q: 3 clusters Score -624538.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -624569.500000 Penalty: 3069.579102
	Iteration 28Q: 3 clusters Score -624569.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -624588.250000 Penalty: 3069.579102
	Iteration 29Q: 3 clusters Score -624588.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -624604.750000 Penalty: 3069.579102
	Iteration 30Q: 3 clusters Score -624604.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -624616.812500 Penalty: 3069.579102
	Iteration 31Q: 3 clusters Score -624616.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -624625.562500 Penalty: 3069.579102
	Iteration 32Q: 3 clusters Score -624625.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -624638.000000 Penalty: 3069.579102
	Iteration 33Q: 3 clusters Score -624638 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -624647.437500 Penalty: 3069.579102
	Iteration 34Q: 3 clusters Score -624647.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -624654.625000 Penalty: 3069.579102
	Iteration 35Q: 3 clusters Score -624654.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -624664.687500 Penalty: 3069.579102
	Iteration 36Q: 3 clusters Score -624664.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -624670.625000 Penalty: 3069.579102
	Iteration 37Q: 3 clusters Score -624670.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -624675.500000 Penalty: 3069.579102
	Iteration 38Q: 3 clusters Score -624675.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -624683.000000 Penalty: 3069.579102
	Iteration 39Q: 3 clusters Score -624683 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -624690.500000 Penalty: 3069.579102
	Iteration 40F: 3 clusters Score -624690.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -624695.812500 Penalty: 3069.579102
	Iteration 41Q: 3 clusters Score -624695.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -624702.500000 Penalty: 3069.579102
	Iteration 42Q: 3 clusters Score -624702.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -624706.875000 Penalty: 3069.579102
	Iteration 43Q: 3 clusters Score -624706.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -624711.937500 Penalty: 3069.579102
	Iteration 44Q: 3 clusters Score -624711.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -624713.937500 Penalty: 3069.579102
	Iteration 45Q: 3 clusters Score -624713.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -624715.875000 Penalty: 3069.579102
	Iteration 46Q: 3 clusters Score -624715.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -624720.312500 Penalty: 3069.579102
	Iteration 47Q: 3 clusters Score -624720.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -624724.250000 Penalty: 3069.579102
	Iteration 48Q: 3 clusters Score -624724.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -624728.750000 Penalty: 3069.579102
	Iteration 49Q: 3 clusters Score -624728.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -624730.437500 Penalty: 3069.579102
	Iteration 50Q: 3 clusters Score -624730.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -624735.000000 Penalty: 3069.579102
	Iteration 51Q: 3 clusters Score -624735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -624736.500000 Penalty: 3069.579102
	Iteration 52Q: 3 clusters Score -624736.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -624739.000000 Penalty: 3069.579102
	Iteration 53Q: 3 clusters Score -624739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -624742.125000 Penalty: 3069.579102
	Iteration 54Q: 3 clusters Score -624742.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -624742.875000 Penalty: 3069.579102
	Iteration 55Q: 3 clusters Score -624742.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -624743.437500 Penalty: 3069.579102
	Iteration 56Q: 3 clusters Score -624743.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -624742.562500 Penalty: 3069.579102
	Iteration 57Q: 3 clusters Score -624742.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -624742.500000 Penalty: 3069.579102
	Iteration 58Q: 3 clusters Score -624742.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -624743.937500 Penalty: 3069.579102
	Iteration 59Q: 3 clusters Score -624743.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -624744.812500 Penalty: 3069.579102
	Iteration 60F: 3 clusters Score -624744.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -624746.812500 Penalty: 3069.579102
	Iteration 61Q: 3 clusters Score -624746.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -624745.750000 Penalty: 3069.579102
	Iteration 62Q: 3 clusters Score -624745.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -624747.812500 Penalty: 3069.579102
	Iteration 63Q: 3 clusters Score -624747.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -624747.375000 Penalty: 3069.579102
	Iteration 64Q: 3 clusters Score -624747.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -624749.437500 Penalty: 3069.579102
	Iteration 65Q: 3 clusters Score -624749.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -624749.250000 Penalty: 3069.579102
	Iteration 66Q: 3 clusters Score -624749.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -624751.187500 Penalty: 3069.579102
	Iteration 67Q: 3 clusters Score -624751.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -624751.312500 Penalty: 3069.579102
	Iteration 68Q: 3 clusters Score -624751.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -624750.937500 Penalty: 3069.579102
	Iteration 69Q: 3 clusters Score -624750.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -624750.937500 Penalty: 3069.579102
	Iteration 70F: 3 clusters Score -624750.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189849 members 
Mstep: Class 5 contains 22625 members 
Mstep: Class 6 contains 186511 members 
Mstep: Class 9 contains 2674 members 
Mstep: Class 10 contains 42474 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44360 members 
Mstep: Class 19 contains 19366 members 
Mstep: Class 20 contains 8993 members 
Mstep: Class 21 contains 4349 members 
Mstep: Class 22 contains 7936 members 
Mstep: Class 23 contains 12643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084400.000000 Penalty: 30217.503906
Iteration 119Q: 15 clusters Score -2.90844e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189855 members 
Mstep: Class 5 contains 22644 members 
Mstep: Class 6 contains 186532 members 
Mstep: Class 9 contains 2674 members 
Mstep: Class 10 contains 42475 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44359 members 
Mstep: Class 19 contains 19327 members 
Mstep: Class 20 contains 8991 members 
Mstep: Class 21 contains 4349 members 
Mstep: Class 22 contains 7936 members 
Mstep: Class 23 contains 12641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084442.000000 Penalty: 30217.503906
Iteration 120F: 15 clusters Score -2.908444e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189857 members 
Mstep: Class 5 contains 22667 members 
Mstep: Class 6 contains 186547 members 
Mstep: Class 9 contains 2674 members 
Mstep: Class 10 contains 42474 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44358 members 
Mstep: Class 19 contains 19295 members 
Mstep: Class 20 contains 8990 members 
Mstep: Class 21 contains 4349 members 
Mstep: Class 22 contains 7935 members 
Mstep: Class 23 contains 12641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084478.000000 Penalty: 30217.503906
Iteration 121Q: 15 clusters Score -2.908448e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189859 members 
Mstep: Class 5 contains 22697 members 
Mstep: Class 6 contains 186565 members 
Mstep: Class 9 contains 2673 members 
Mstep: Class 10 contains 42474 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44360 members 
Mstep: Class 19 contains 19256 members 
Mstep: Class 20 contains 8989 members 
Mstep: Class 21 contains 4349 members 
Mstep: Class 22 contains 7935 members 
Mstep: Class 23 contains 12639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084486.000000 Penalty: 30217.503906
Iteration 122Q: 15 clusters Score -2.908449e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189857 members 
Mstep: Class 5 contains 22731 members 
Mstep: Class 6 contains 186579 members 
Mstep: Class 9 contains 2674 members 
Mstep: Class 10 contains 42472 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44363 members 
Mstep: Class 19 contains 19213 members 
Mstep: Class 20 contains 8989 members 
Mstep: Class 21 contains 4349 members 
Mstep: Class 22 contains 7935 members 
Mstep: Class 23 contains 12638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084494.000000 Penalty: 30217.503906
Iteration 123Q: 15 clusters Score -2.908449e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189857 members 
Mstep: Class 5 contains 22760 members 
Mstep: Class 6 contains 186593 members 
Mstep: Class 9 contains 2675 members 
Mstep: Class 10 contains 42471 members 
Mstep: Class 11 contains 9557 members 
Mstep: Class 17 contains 44365 members 
Mstep: Class 19 contains 19174 members 
Mstep: Class 20 contains 8989 members 
Mstep: Class 21 contains 4349 members 
Mstep: Class 22 contains 7935 members 
Mstep: Class 23 contains 12637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084488.000000 Penalty: 30217.503906
Iteration 124Q: 15 clusters Score -2.908449e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189856 members 
Mstep: Class 5 contains 22790 members 
Mstep: Class 6 contains 186601 members 
Mstep: Class 9 contains 2677 members 
Mstep: Class 10 contains 42472 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 17 contains 44363 members 
Mstep: Class 19 contains 19141 members 
Mstep: Class 20 contains 8989 members 
Mstep: Class 21 contains 4349 members 
Mstep: Class 22 contains 7935 members 
Mstep: Class 23 contains 12637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084494.000000 Penalty: 30217.503906
Iteration 125Q: 15 clusters Score -2.908449e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189856 members 
Mstep: Class 5 contains 22820 members 
Mstep: Class 6 contains 186608 members 
Mstep: Class 9 contains 2678 members 
Mstep: Class 10 contains 42473 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 17 contains 44364 members 
Mstep: Class 19 contains 19105 members 
Mstep: Class 20 contains 8989 members 
Mstep: Class 21 contains 4349 members 
Mstep: Class 22 contains 7934 members 
Mstep: Class 23 contains 12636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084496.000000 Penalty: 30217.503906
Iteration 126Q: 15 clusters Score -2.90845e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189857 members 
Mstep: Class 5 contains 22849 members 
Mstep: Class 6 contains 186621 members 
Mstep: Class 9 contains 2678 members 
Mstep: Class 10 contains 42473 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 17 contains 44366 members 
Mstep: Class 19 contains 19065 members 
Mstep: Class 20 contains 8989 members 
Mstep: Class 21 contains 4349 members 
Mstep: Class 22 contains 7933 members 
Mstep: Class 23 contains 12635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084502.000000 Penalty: 30217.503906
Iteration 127Q: 15 clusters Score -2.90845e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189855 members 
Mstep: Class 5 contains 22879 members 
Mstep: Class 6 contains 186641 members 
Mstep: Class 9 contains 2678 members 
Mstep: Class 10 contains 42473 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 17 contains 44364 members 
Mstep: Class 19 contains 19027 members 
Mstep: Class 20 contains 8989 members 
Mstep: Class 21 contains 4349 members 
Mstep: Class 22 contains 7932 members 
Mstep: Class 23 contains 12634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084454.000000 Penalty: 30217.503906
Iteration 128Q: 15 clusters Score -2.908445e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189854 members 
Mstep: Class 5 contains 22915 members 
Mstep: Class 6 contains 186655 members 
Mstep: Class 9 contains 2679 members 
Mstep: Class 10 contains 42470 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 17 contains 44364 members 
Mstep: Class 19 contains 18984 members 
Mstep: Class 20 contains 8989 members 
Mstep: Class 21 contains 4349 members 
Mstep: Class 22 contains 7932 members 
Mstep: Class 23 contains 12633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084504.000000 Penalty: 30217.503906
Iteration 129Q: 15 clusters Score -2.90845e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189855 members 
Mstep: Class 5 contains 22952 members 
Mstep: Class 6 contains 186673 members 
Mstep: Class 9 contains 2682 members 
Mstep: Class 10 contains 42469 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 17 contains 44366 members 
Mstep: Class 19 contains 18929 members 
Mstep: Class 20 contains 8989 members 
Mstep: Class 21 contains 4349 members 
Mstep: Class 22 contains 7932 members 
Mstep: Class 23 contains 12632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084496.000000 Penalty: 30217.503906
Iteration 130Q: 15 clusters Score -2.90845e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189853 members 
Mstep: Class 5 contains 22998 members 
Mstep: Class 6 contains 186697 members 
Mstep: Class 9 contains 2683 members 
Mstep: Class 10 contains 42463 members 
Mstep: Class 11 contains 9557 members 
Mstep: Class 17 contains 44366 members 
Mstep: Class 19 contains 18868 members 
Mstep: Class 20 contains 8989 members 
Mstep: Class 21 contains 4349 members 
Mstep: Class 22 contains 7932 members 
Mstep: Class 23 contains 12632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084528.000000 Penalty: 30217.503906
Iteration 131Q: 15 clusters Score -2.908453e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189854 members 
Mstep: Class 5 contains 23036 members 
Mstep: Class 6 contains 186716 members 
Mstep: Class 9 contains 2684 members 
Mstep: Class 10 contains 42461 members 
Mstep: Class 11 contains 9557 members 
Mstep: Class 17 contains 44364 members 
Mstep: Class 19 contains 18815 members 
Mstep: Class 20 contains 8989 members 
Mstep: Class 21 contains 4350 members 
Mstep: Class 22 contains 7932 members 
Mstep: Class 23 contains 12633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084526.000000 Penalty: 30217.503906
Iteration 132Q: 15 clusters Score -2.908453e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189851 members 
Mstep: Class 5 contains 23072 members 
Mstep: Class 6 contains 186741 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 42455 members 
Mstep: Class 11 contains 9557 members 
Mstep: Class 17 contains 44361 members 
Mstep: Class 19 contains 18768 members 
Mstep: Class 20 contains 8989 members 
Mstep: Class 21 contains 4352 members 
Mstep: Class 22 contains 7932 members 
Mstep: Class 23 contains 12633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084532.000000 Penalty: 30217.503906
Iteration 133Q: 15 clusters Score -2.908453e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189847 members 
Mstep: Class 5 contains 23111 members 
Mstep: Class 6 contains 186762 members 
Mstep: Class 9 contains 2684 members 
Mstep: Class 10 contains 42451 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44360 members 
Mstep: Class 19 contains 18719 members 
Mstep: Class 20 contains 8989 members 
Mstep: Class 21 contains 4358 members 
Mstep: Class 22 contains 7932 members 
Mstep: Class 23 contains 12632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084484.000000 Penalty: 30217.503906
Iteration 134Q: 15 clusters Score -2.908448e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189850 members 
Mstep: Class 5 contains 23145 members 
Mstep: Class 6 contains 186788 members 
Mstep: Class 9 contains 2687 members 
Mstep: Class 10 contains 42448 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44361 members 
Mstep: Class 19 contains 18664 members 
Mstep: Class 20 contains 8989 members 
Mstep: Class 21 contains 4360 members 
Mstep: Class 22 contains 7932 members 
Mstep: Class 23 contains 12632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084484.000000 Penalty: 30217.503906
Iteration 135Q: 15 clusters Score -2.908448e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189851 members 
Mstep: Class 5 contains 23182 members 
Mstep: Class 6 contains 186819 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 42446 members 
Mstep: Class 11 contains 9557 members 
Mstep: Class 17 contains 44363 members 
Mstep: Class 19 contains 18604 members 
Mstep: Class 20 contains 8989 members 
Mstep: Class 21 contains 4363 members 
Mstep: Class 22 contains 7932 members 
Mstep: Class 23 contains 12632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084488.000000 Penalty: 30217.503906
Iteration 136Q: 15 clusters Score -2.908449e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189848 members 
Mstep: Class 5 contains 23217 members 
Mstep: Class 6 contains 186865 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 42443 members 
Mstep: Class 11 contains 9557 members 
Mstep: Class 17 contains 44358 members 
Mstep: Class 19 contains 18543 members 
Mstep: Class 20 contains 8989 members 
Mstep: Class 21 contains 4368 members 
Mstep: Class 22 contains 7932 members 
Mstep: Class 23 contains 12629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084438.000000 Penalty: 30217.503906
Iteration 137Q: 15 clusters Score -2.908444e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189849 members 
Mstep: Class 5 contains 23247 members 
Mstep: Class 6 contains 186906 members 
Mstep: Class 9 contains 2687 members 
Mstep: Class 10 contains 42436 members 
Mstep: Class 11 contains 9557 members 
Mstep: Class 17 contains 44362 members 
Mstep: Class 19 contains 18485 members 
Mstep: Class 20 contains 8989 members 
Mstep: Class 21 contains 4366 members 
Mstep: Class 22 contains 7932 members 
Mstep: Class 23 contains 12629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084506.000000 Penalty: 30217.503906
Iteration 138Q: 15 clusters Score -2.908451e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189848 members 
Mstep: Class 5 contains 23275 members 
Mstep: Class 6 contains 186952 members 
Mstep: Class 9 contains 2689 members 
Mstep: Class 10 contains 42430 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 17 contains 44364 members 
Mstep: Class 19 contains 18427 members 
Mstep: Class 20 contains 8989 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7932 members 
Mstep: Class 23 contains 12627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084452.000000 Penalty: 30217.503906
Iteration 139Q: 15 clusters Score -2.908445e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189856 members 
Mstep: Class 5 contains 23299 members 
Mstep: Class 6 contains 186986 members 
Mstep: Class 9 contains 2691 members 
Mstep: Class 10 contains 42426 members 
Mstep: Class 11 contains 9555 members 
Mstep: Class 17 contains 44366 members 
Mstep: Class 19 contains 18371 members 
Mstep: Class 20 contains 8989 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7933 members 
Mstep: Class 23 contains 12625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084506.000000 Penalty: 30217.503906
Iteration 140F: 15 clusters Score -2.908451e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189860 members 
Mstep: Class 5 contains 23322 members 
Mstep: Class 6 contains 187038 members 
Mstep: Class 9 contains 2691 members 
Mstep: Class 10 contains 42421 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44365 members 
Mstep: Class 19 contains 18307 members 
Mstep: Class 20 contains 8989 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7933 members 
Mstep: Class 23 contains 12625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084486.000000 Penalty: 30217.503906
Iteration 141Q: 15 clusters Score -2.908449e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189862 members 
Mstep: Class 5 contains 23347 members 
Mstep: Class 6 contains 187095 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 42414 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44360 members 
Mstep: Class 19 contains 18237 members 
Mstep: Class 20 contains 8989 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7933 members 
Mstep: Class 23 contains 12626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084482.000000 Penalty: 30217.503906
Iteration 142Q: 15 clusters Score -2.908448e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189865 members 
Mstep: Class 5 contains 23369 members 
Mstep: Class 6 contains 187146 members 
Mstep: Class 9 contains 2695 members 
Mstep: Class 10 contains 42410 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44357 members 
Mstep: Class 19 contains 18170 members 
Mstep: Class 20 contains 8989 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7933 members 
Mstep: Class 23 contains 12626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084442.000000 Penalty: 30217.503906
Iteration 143Q: 15 clusters Score -2.908444e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189867 members 
Mstep: Class 5 contains 23391 members 
Mstep: Class 6 contains 187197 members 
Mstep: Class 9 contains 2696 members 
Mstep: Class 10 contains 42406 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44355 members 
Mstep: Class 19 contains 18105 members 
Mstep: Class 20 contains 8989 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7933 members 
Mstep: Class 23 contains 12626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084520.000000 Penalty: 30217.503906
Iteration 144Q: 15 clusters Score -2.908452e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189862 members 
Mstep: Class 5 contains 23424 members 
Mstep: Class 6 contains 187242 members 
Mstep: Class 9 contains 2698 members 
Mstep: Class 10 contains 42402 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44357 members 
Mstep: Class 19 contains 18040 members 
Mstep: Class 20 contains 8989 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7933 members 
Mstep: Class 23 contains 12624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084538.000000 Penalty: 30217.503906
Iteration 145Q: 15 clusters Score -2.908454e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 4 contains 189859 members 
Mstep: Class 5 contains 23449 members 
Mstep: Class 6 contains 187275 members 
Mstep: Class 9 contains 2702 members 
Mstep: Class 10 contains 42398 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44362 members 
Mstep: Class 19 contains 17983 members 
Mstep: Class 20 contains 8989 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7933 members 
Mstep: Class 23 contains 12623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084522.000000 Penalty: 30217.503906
Iteration 146Q: 15 clusters Score -2.908452e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 2426 members 
Mstep: Class 4 contains 189854 members 
Mstep: Class 5 contains 23474 members 
Mstep: Class 6 contains 187310 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 42398 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44363 members 
Mstep: Class 19 contains 17934 members 
Mstep: Class 20 contains 8989 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7934 members 
Mstep: Class 23 contains 12620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084500.000000 Penalty: 30217.503906
Iteration 147Q: 15 clusters Score -2.90845e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 2427 members 
Mstep: Class 4 contains 189848 members 
Mstep: Class 5 contains 23497 members 
Mstep: Class 6 contains 187344 members 
Mstep: Class 9 contains 2703 members 
Mstep: Class 10 contains 42396 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44364 members 
Mstep: Class 19 contains 17883 members 
Mstep: Class 20 contains 8989 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7935 members 
Mstep: Class 23 contains 12620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084492.000000 Penalty: 30217.503906
Iteration 148Q: 15 clusters Score -2.908449e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 2428 members 
Mstep: Class 4 contains 189841 members 
Mstep: Class 5 contains 23512 members 
Mstep: Class 6 contains 187388 members 
Mstep: Class 9 contains 2703 members 
Mstep: Class 10 contains 42392 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44363 members 
Mstep: Class 19 contains 17836 members 
Mstep: Class 20 contains 8989 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7936 members 
Mstep: Class 23 contains 12618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084504.000000 Penalty: 30217.503906
Iteration 149Q: 15 clusters Score -2.90845e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 2429 members 
Mstep: Class 4 contains 189841 members 
Mstep: Class 5 contains 23523 members 
Mstep: Class 6 contains 187423 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42394 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44366 members 
Mstep: Class 19 contains 17781 members 
Mstep: Class 20 contains 8989 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7939 members 
Mstep: Class 23 contains 12619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084516.000000 Penalty: 30217.503906
Iteration 150Q: 15 clusters Score -2.908452e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 4 contains 189840 members 
Mstep: Class 5 contains 23543 members 
Mstep: Class 6 contains 187466 members 
Mstep: Class 9 contains 2706 members 
Mstep: Class 10 contains 42394 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44364 members 
Mstep: Class 19 contains 17716 members 
Mstep: Class 20 contains 8989 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7942 members 
Mstep: Class 23 contains 12620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084520.000000 Penalty: 30217.503906
Iteration 151Q: 15 clusters Score -2.908452e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32855 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 4 contains 189839 members 
Mstep: Class 5 contains 23553 members 
Mstep: Class 6 contains 187504 members 
Mstep: Class 9 contains 2708 members 
Mstep: Class 10 contains 42394 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44367 members 
Mstep: Class 19 contains 17667 members 
Mstep: Class 20 contains 8989 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7941 members 
Mstep: Class 23 contains 12621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084566.000000 Penalty: 30217.503906
Iteration 152Q: 15 clusters Score -2.908457e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 4 contains 189834 members 
Mstep: Class 5 contains 23563 members 
Mstep: Class 6 contains 187532 members 
Mstep: Class 9 contains 2708 members 
Mstep: Class 10 contains 42392 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44377 members 
Mstep: Class 19 contains 17628 members 
Mstep: Class 20 contains 8989 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7941 members 
Mstep: Class 23 contains 12621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084534.000000 Penalty: 30217.503906
Iteration 153Q: 15 clusters Score -2.908453e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 4 contains 189830 members 
Mstep: Class 5 contains 23577 members 
Mstep: Class 6 contains 187558 members 
Mstep: Class 9 contains 2709 members 
Mstep: Class 10 contains 42390 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44381 members 
Mstep: Class 19 contains 17590 members 
Mstep: Class 20 contains 8989 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7941 members 
Mstep: Class 23 contains 12622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084538.000000 Penalty: 30217.503906
Iteration 154Q: 15 clusters Score -2.908454e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 4 contains 189828 members 
Mstep: Class 5 contains 23590 members 
Mstep: Class 6 contains 187589 members 
Mstep: Class 9 contains 2709 members 
Mstep: Class 10 contains 42390 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44385 members 
Mstep: Class 19 contains 17544 members 
Mstep: Class 20 contains 8989 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7941 members 
Mstep: Class 23 contains 12622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084538.000000 Penalty: 30217.503906
Iteration 155Q: 15 clusters Score -2.908454e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 4 contains 189829 members 
Mstep: Class 5 contains 23596 members 
Mstep: Class 6 contains 187629 members 
Mstep: Class 9 contains 2709 members 
Mstep: Class 10 contains 42388 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44387 members 
Mstep: Class 19 contains 17497 members 
Mstep: Class 20 contains 8989 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7942 members 
Mstep: Class 23 contains 12622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084524.000000 Penalty: 30217.503906
Iteration 156Q: 15 clusters Score -2.908452e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 4 contains 189829 members 
Mstep: Class 5 contains 23601 members 
Mstep: Class 6 contains 187669 members 
Mstep: Class 9 contains 2709 members 
Mstep: Class 10 contains 42387 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44385 members 
Mstep: Class 19 contains 17455 members 
Mstep: Class 20 contains 8988 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7945 members 
Mstep: Class 23 contains 12623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084536.000000 Penalty: 30217.503906
Iteration 157Q: 15 clusters Score -2.908454e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 4 contains 189832 members 
Mstep: Class 5 contains 23613 members 
Mstep: Class 6 contains 187686 members 
Mstep: Class 9 contains 2710 members 
Mstep: Class 10 contains 42386 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44387 members 
Mstep: Class 19 contains 17418 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7948 members 
Mstep: Class 23 contains 12624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084552.000000 Penalty: 30217.503906
Iteration 158Q: 15 clusters Score -2.908455e+07 nChanged 58
Entering ConstructFrom: 
Score: -29084552.000000 Penalty: 30217.503906
Entering ConstructFrom: 
Trying to split cluster 1 (32849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Entering Unmasked Estep 
Score: -1741511.000000 Penalty: 1689.947388
	Iteration 0F: 2 clusters Score -1741511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -1719525.500000 Penalty: 3379.894775
	Iteration 0F: 3 clusters Score -1719526 nChanged 15111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -1727986.000000 Penalty: 3379.894775
	Iteration 1F: 3 clusters Score -1727986 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1728520.000000 Penalty: 3379.894775
	Iteration 2Q: 3 clusters Score -1728520 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1729186.750000 Penalty: 3379.894775
	Iteration 3Q: 3 clusters Score -1729187 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1730140.500000 Penalty: 3379.894775
	Iteration 4F: 3 clusters Score -1730140 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1731607.750000 Penalty: 3379.894775
	Iteration 5F: 3 clusters Score -1731608 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1733590.375000 Penalty: 3379.894775
	Iteration 6F: 3 clusters Score -1733590 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1735667.125000 Penalty: 3379.894775
	Iteration 7F: 3 clusters Score -1735667 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1737405.625000 Penalty: 3379.894775
	Iteration 8F: 3 clusters Score -1737406 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1738591.875000 Penalty: 3379.894775
	Iteration 9Q: 3 clusters Score -1738592 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1739256.375000 Penalty: 3379.894775
	Iteration 10Q: 3 clusters Score -1739256 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1739580.500000 Penalty: 3379.894775
	Iteration 11Q: 3 clusters Score -1739580 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1739746.250000 Penalty: 3379.894775
	Iteration 12Q: 3 clusters Score -1739746 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32299 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1739858.750000 Penalty: 3379.894775
	Iteration 13Q: 3 clusters Score -1739859 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1739930.250000 Penalty: 3379.894775
	Iteration 14Q: 3 clusters Score -1739930 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1739972.000000 Penalty: 3379.894775
	Iteration 15Q: 3 clusters Score -1739972 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1739998.000000 Penalty: 3379.894775
	Iteration 16Q: 3 clusters Score -1739998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1740009.125000 Penalty: 3379.894775
	Iteration 17Q: 3 clusters Score -1740009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1740021.750000 Penalty: 3379.894775
	Iteration 18Q: 3 clusters Score -1740022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1740030.875000 Penalty: 3379.894775
	Iteration 19Q: 3 clusters Score -1740031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1740037.250000 Penalty: 3379.894775
	Iteration 20F: 3 clusters Score -1740037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1740041.625000 Penalty: 3379.894775
	Iteration 21Q: 3 clusters Score -1740042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1740044.625000 Penalty: 3379.894775
	Iteration 22Q: 3 clusters Score -1740045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1740049.000000 Penalty: 3379.894775
	Iteration 23Q: 3 clusters Score -1740049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1740048.750000 Penalty: 3379.894775
	Iteration 24Q: 3 clusters Score -1740049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1740048.875000 Penalty: 3379.894775
	Iteration 25Q: 3 clusters Score -1740049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1740051.375000 Penalty: 3379.894775
	Iteration 26Q: 3 clusters Score -1740051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1740051.375000 Penalty: 3379.894775
	Iteration 27Q: 3 clusters Score -1740051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1740051.000000 Penalty: 3379.894775
	Iteration 28Q: 3 clusters Score -1740051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1740051.000000 Penalty: 3379.894775
	Iteration 29F: 3 clusters Score -1740051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Entering Unmasked Estep 
Score: -111497.367188 Penalty: 1266.792603
	Iteration 0F: 2 clusters Score -111497.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -109146.039062 Penalty: 2533.585205
	Iteration 0F: 3 clusters Score -109146 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -109671.968750 Penalty: 2533.585205
	Iteration 1F: 3 clusters Score -109672 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -109806.882812 Penalty: 2533.585205
	Iteration 2F: 3 clusters Score -109806.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -109910.757812 Penalty: 2533.585205
	Iteration 3F: 3 clusters Score -109910.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -110026.109375 Penalty: 2533.585205
	Iteration 4Q: 3 clusters Score -110026.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -110135.398438 Penalty: 2533.585205
	Iteration 5F: 3 clusters Score -110135.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -110239.226562 Penalty: 2533.585205
	Iteration 6Q: 3 clusters Score -110239.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -110338.421875 Penalty: 2533.585205
	Iteration 7Q: 3 clusters Score -110338.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -110423.945312 Penalty: 2533.585205
	Iteration 8Q: 3 clusters Score -110423.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -110479.750000 Penalty: 2533.585205
	Iteration 9Q: 3 clusters Score -110479.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -110523.257812 Penalty: 2533.585205
	Iteration 10Q: 3 clusters Score -110523.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -110573.812500 Penalty: 2533.585205
	Iteration 11Q: 3 clusters Score -110573.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -110622.234375 Penalty: 2533.585205
	Iteration 12Q: 3 clusters Score -110622.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -110654.898438 Penalty: 2533.585205
	Iteration 13Q: 3 clusters Score -110654.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -110673.148438 Penalty: 2533.585205
	Iteration 14Q: 3 clusters Score -110673.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -110681.531250 Penalty: 2533.585205
	Iteration 15Q: 3 clusters Score -110681.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -110688.070312 Penalty: 2533.585205
	Iteration 16Q: 3 clusters Score -110688.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -110691.750000 Penalty: 2533.585205
	Iteration 17Q: 3 clusters Score -110691.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -110695.117188 Penalty: 2533.585205
	Iteration 18Q: 3 clusters Score -110695.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -110696.140625 Penalty: 2533.585205
	Iteration 19Q: 3 clusters Score -110696.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -110697.781250 Penalty: 2533.585205
	Iteration 20F: 3 clusters Score -110697.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -110698.070312 Penalty: 2533.585205
	Iteration 21Q: 3 clusters Score -110698.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -110700.312500 Penalty: 2533.585205
	Iteration 22Q: 3 clusters Score -110700.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -110700.250000 Penalty: 2533.585205
	Iteration 23Q: 3 clusters Score -110700.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -110700.250000 Penalty: 2533.585205
	Iteration 24F: 3 clusters Score -110700.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (189832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189832 members 
Entering Unmasked Estep 
Score: -9964006.000000 Penalty: 1975.007812
	Iteration 0F: 2 clusters Score -9964006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94579 members 
Mstep: Class 2 contains 95253 members 
Entering Unmasked Estep 
Score: -9836626.000000 Penalty: 3950.015625
	Iteration 0F: 3 clusters Score -9836626 nChanged 91767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87120 members 
Mstep: Class 2 contains 102712 members 
Entering Unmasked Estep 
Score: -9891223.000000 Penalty: 3950.015625
	Iteration 1F: 3 clusters Score -9891223 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82605 members 
Mstep: Class 2 contains 107227 members 
Entering Unmasked Estep 
Score: -9893108.000000 Penalty: 3950.015625
	Iteration 2Q: 3 clusters Score -9893108 nChanged 8179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75516 members 
Mstep: Class 2 contains 114316 members 
Entering Unmasked Estep 
Score: -9896443.000000 Penalty: 3950.015625
	Iteration 3Q: 3 clusters Score -9896443 nChanged 11158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64986 members 
Mstep: Class 2 contains 124846 members 
Entering Unmasked Estep 
Score: -9902467.000000 Penalty: 3950.015625
	Iteration 4F: 3 clusters Score -9902467 nChanged 14921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50295 members 
Mstep: Class 2 contains 139537 members 
Entering Unmasked Estep 
Score: -9913726.000000 Penalty: 3950.015625
	Iteration 5F: 3 clusters Score -9913726 nChanged 17603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 157066 members 
Entering Unmasked Estep 
Score: -9930221.000000 Penalty: 3950.015625
	Iteration 6F: 3 clusters Score -9930221 nChanged 15906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 172970 members 
Entering Unmasked Estep 
Score: -9946781.000000 Penalty: 3950.015625
	Iteration 7F: 3 clusters Score -9946781 nChanged 9337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 182305 members 
Entering Unmasked Estep 
Score: -9956571.000000 Penalty: 3950.015625
	Iteration 8Q: 3 clusters Score -9956571 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 185918 members 
Entering Unmasked Estep 
Score: -9960184.000000 Penalty: 3950.015625
	Iteration 9Q: 3 clusters Score -9960184 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 187162 members 
Entering Unmasked Estep 
Score: -9961424.000000 Penalty: 3950.015625
	Iteration 10Q: 3 clusters Score -9961424 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 187661 members 
Entering Unmasked Estep 
Score: -9961907.000000 Penalty: 3950.015625
	Iteration 11Q: 3 clusters Score -9961907 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 187922 members 
Entering Unmasked Estep 
Score: -9962178.000000 Penalty: 3950.015625
	Iteration 12Q: 3 clusters Score -9962178 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 188105 members 
Entering Unmasked Estep 
Score: -9962298.000000 Penalty: 3950.015625
	Iteration 13Q: 3 clusters Score -9962298 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 188211 members 
Entering Unmasked Estep 
Score: -9962368.000000 Penalty: 3950.015625
	Iteration 14Q: 3 clusters Score -9962368 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 188276 members 
Entering Unmasked Estep 
Score: -9962427.000000 Penalty: 3950.015625
	Iteration 15Q: 3 clusters Score -9962427 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 188326 members 
Entering Unmasked Estep 
Score: -9962453.000000 Penalty: 3950.015625
	Iteration 16Q: 3 clusters Score -9962453 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 188376 members 
Entering Unmasked Estep 
Score: -9962483.000000 Penalty: 3950.015625
	Iteration 17Q: 3 clusters Score -9962483 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 188423 members 
Entering Unmasked Estep 
Score: -9962531.000000 Penalty: 3950.015625
	Iteration 18Q: 3 clusters Score -9962531 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 188457 members 
Entering Unmasked Estep 
Score: -9962517.000000 Penalty: 3950.015625
	Iteration 19Q: 3 clusters Score -9962517 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 188496 members 
Entering Unmasked Estep 
Score: -9962533.000000 Penalty: 3950.015625
	Iteration 20F: 3 clusters Score -9962533 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 188515 members 
Entering Unmasked Estep 
Score: -9962542.000000 Penalty: 3950.015625
	Iteration 21Q: 3 clusters Score -9962542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 188532 members 
Entering Unmasked Estep 
Score: -9962548.000000 Penalty: 3950.015625
	Iteration 22Q: 3 clusters Score -9962548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 188545 members 
Entering Unmasked Estep 
Score: -9962540.000000 Penalty: 3950.015625
	Iteration 23Q: 3 clusters Score -9962540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 188564 members 
Entering Unmasked Estep 
Score: -9962535.000000 Penalty: 3950.015625
	Iteration 24Q: 3 clusters Score -9962535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 188577 members 
Entering Unmasked Estep 
Score: -9962540.000000 Penalty: 3950.015625
	Iteration 25Q: 3 clusters Score -9962540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 188583 members 
Entering Unmasked Estep 
Score: -9962553.000000 Penalty: 3950.015625
	Iteration 26Q: 3 clusters Score -9962553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 188591 members 
Entering Unmasked Estep 
Score: -9962547.000000 Penalty: 3950.015625
	Iteration 27Q: 3 clusters Score -9962547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 188597 members 
Entering Unmasked Estep 
Score: -9962540.000000 Penalty: 3950.015625
	Iteration 28Q: 3 clusters Score -9962540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 188596 members 
Entering Unmasked Estep 
Score: -9962544.000000 Penalty: 3950.015625
	Iteration 29Q: 3 clusters Score -9962544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 188595 members 
Entering Unmasked Estep 
Score: -9962545.000000 Penalty: 3950.015625
	Iteration 30Q: 3 clusters Score -9962545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 188595 members 
Entering Unmasked Estep 
Score: -9962545.000000 Penalty: 3950.015625
	Iteration 31F: 3 clusters Score -9962545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Entering Unmasked Estep 
Score: -1224090.625000 Penalty: 1636.316040
	Iteration 0F: 2 clusters Score -1224091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1208095.625000 Penalty: 3272.632080
	Iteration 0F: 3 clusters Score -1208096 nChanged 10775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1214098.125000 Penalty: 3272.632080
	Iteration 1F: 3 clusters Score -1214098 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1214516.375000 Penalty: 3272.632080
	Iteration 2Q: 3 clusters Score -1214516 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1215070.500000 Penalty: 3272.632080
	Iteration 3F: 3 clusters Score -1215070 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -1215759.125000 Penalty: 3272.632080
	Iteration 4F: 3 clusters Score -1215759 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -1216603.625000 Penalty: 3272.632080
	Iteration 5F: 3 clusters Score -1216604 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -1217559.375000 Penalty: 3272.632080
	Iteration 6F: 3 clusters Score -1217559 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -1218582.375000 Penalty: 3272.632080
	Iteration 7F: 3 clusters Score -1218582 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -1219608.625000 Penalty: 3272.632080
	Iteration 8F: 3 clusters Score -1219609 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -1220614.875000 Penalty: 3272.632080
	Iteration 9F: 3 clusters Score -1220615 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -1221353.250000 Penalty: 3272.632080
	Iteration 10Q: 3 clusters Score -1221353 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -1221819.000000 Penalty: 3272.632080
	Iteration 11Q: 3 clusters Score -1221819 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -1222110.625000 Penalty: 3272.632080
	Iteration 12Q: 3 clusters Score -1222111 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -1222276.000000 Penalty: 3272.632080
	Iteration 13Q: 3 clusters Score -1222276 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -1222381.000000 Penalty: 3272.632080
	Iteration 14Q: 3 clusters Score -1222381 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -1222467.750000 Penalty: 3272.632080
	Iteration 15Q: 3 clusters Score -1222468 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -1222528.250000 Penalty: 3272.632080
	Iteration 16Q: 3 clusters Score -1222528 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -1222583.000000 Penalty: 3272.632080
	Iteration 17Q: 3 clusters Score -1222583 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -1222645.125000 Penalty: 3272.632080
	Iteration 18Q: 3 clusters Score -1222645 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -1222697.750000 Penalty: 3272.632080
	Iteration 19Q: 3 clusters Score -1222698 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -1222738.625000 Penalty: 3272.632080
	Iteration 20F: 3 clusters Score -1222739 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -1222770.375000 Penalty: 3272.632080
	Iteration 21Q: 3 clusters Score -1222770 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -1222808.625000 Penalty: 3272.632080
	Iteration 22Q: 3 clusters Score -1222809 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -1222852.125000 Penalty: 3272.632080
	Iteration 23Q: 3 clusters Score -1222852 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -1222888.250000 Penalty: 3272.632080
	Iteration 24Q: 3 clusters Score -1222888 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -1222916.000000 Penalty: 3272.632080
	Iteration 25Q: 3 clusters Score -1222916 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -1222942.000000 Penalty: 3272.632080
	Iteration 26Q: 3 clusters Score -1222942 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -1222965.625000 Penalty: 3272.632080
	Iteration 27Q: 3 clusters Score -1222966 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -1222983.500000 Penalty: 3272.632080
	Iteration 28Q: 3 clusters Score -1222984 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -1222994.875000 Penalty: 3272.632080
	Iteration 29Q: 3 clusters Score -1222995 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -1223013.250000 Penalty: 3272.632080
	Iteration 30Q: 3 clusters Score -1223013 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -1223025.625000 Penalty: 3272.632080
	Iteration 31Q: 3 clusters Score -1223026 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -1223034.750000 Penalty: 3272.632080
	Iteration 32Q: 3 clusters Score -1223035 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -1223046.000000 Penalty: 3272.632080
	Iteration 33Q: 3 clusters Score -1223046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -1223053.625000 Penalty: 3272.632080
	Iteration 34Q: 3 clusters Score -1223054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -1223060.125000 Penalty: 3272.632080
	Iteration 35Q: 3 clusters Score -1223060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -1223064.250000 Penalty: 3272.632080
	Iteration 36Q: 3 clusters Score -1223064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -1223064.250000 Penalty: 3272.632080
	Iteration 37Q: 3 clusters Score -1223064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -1223067.000000 Penalty: 3272.632080
	Iteration 38Q: 3 clusters Score -1223067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -1223066.375000 Penalty: 3272.632080
	Iteration 39Q: 3 clusters Score -1223066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -1223068.500000 Penalty: 3272.632080
	Iteration 40F: 3 clusters Score -1223068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -1223067.875000 Penalty: 3272.632080
	Iteration 41Q: 3 clusters Score -1223068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -1223069.750000 Penalty: 3272.632080
	Iteration 42Q: 3 clusters Score -1223070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -1223073.250000 Penalty: 3272.632080
	Iteration 43Q: 3 clusters Score -1223073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -1223077.000000 Penalty: 3272.632080
	Iteration 44Q: 3 clusters Score -1223077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -1223076.750000 Penalty: 3272.632080
	Iteration 45Q: 3 clusters Score -1223077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -1223076.000000 Penalty: 3272.632080
	Iteration 46Q: 3 clusters Score -1223076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -1223076.250000 Penalty: 3272.632080
	Iteration 47Q: 3 clusters Score -1223076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -1223076.000000 Penalty: 3272.632080
	Iteration 48Q: 3 clusters Score -1223076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -1223076.875000 Penalty: 3272.632080
	Iteration 49Q: 3 clusters Score -1223077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -1223076.875000 Penalty: 3272.632080
	Iteration 50F: 3 clusters Score -1223077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (187713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187713 members 
Entering Unmasked Estep 
Score: -9451143.000000 Penalty: 1973.183838
	Iteration 0F: 2 clusters Score -9451143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93650 members 
Mstep: Class 2 contains 94063 members 
Entering Unmasked Estep 
Score: -9325107.000000 Penalty: 3946.367676
	Iteration 0F: 3 clusters Score -9325107 nChanged 90883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87047 members 
Mstep: Class 2 contains 100666 members 
Entering Unmasked Estep 
Score: -9379699.000000 Penalty: 3946.367676
	Iteration 1F: 3 clusters Score -9379699 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82719 members 
Mstep: Class 2 contains 104994 members 
Entering Unmasked Estep 
Score: -9382002.000000 Penalty: 3946.367676
	Iteration 2Q: 3 clusters Score -9382002 nChanged 8921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76176 members 
Mstep: Class 2 contains 111537 members 
Entering Unmasked Estep 
Score: -9386077.000000 Penalty: 3946.367676
	Iteration 3Q: 3 clusters Score -9386077 nChanged 11604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66908 members 
Mstep: Class 2 contains 120805 members 
Entering Unmasked Estep 
Score: -9393127.000000 Penalty: 3946.367676
	Iteration 4F: 3 clusters Score -9393127 nChanged 14110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55058 members 
Mstep: Class 2 contains 132655 members 
Entering Unmasked Estep 
Score: -9403881.000000 Penalty: 3946.367676
	Iteration 5F: 3 clusters Score -9403881 nChanged 15086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 145783 members 
Entering Unmasked Estep 
Score: -9417221.000000 Penalty: 3946.367676
	Iteration 6F: 3 clusters Score -9417221 nChanged 13083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 157410 members 
Entering Unmasked Estep 
Score: -9429464.000000 Penalty: 3946.367676
	Iteration 7F: 3 clusters Score -9429464 nChanged 9215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 165789 members 
Entering Unmasked Estep 
Score: -9438149.000000 Penalty: 3946.367676
	Iteration 8Q: 3 clusters Score -9438149 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 170914 members 
Entering Unmasked Estep 
Score: -9443386.000000 Penalty: 3946.367676
	Iteration 9Q: 3 clusters Score -9443386 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 174008 members 
Entering Unmasked Estep 
Score: -9446404.000000 Penalty: 3946.367676
	Iteration 10Q: 3 clusters Score -9446404 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 175999 members 
Entering Unmasked Estep 
Score: -9448090.000000 Penalty: 3946.367676
	Iteration 11Q: 3 clusters Score -9448090 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 177373 members 
Entering Unmasked Estep 
Score: -9449069.000000 Penalty: 3946.367676
	Iteration 12Q: 3 clusters Score -9449069 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 178447 members 
Entering Unmasked Estep 
Score: -9449594.000000 Penalty: 3946.367676
	Iteration 13Q: 3 clusters Score -9449594 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 179216 members 
Entering Unmasked Estep 
Score: -9449951.000000 Penalty: 3946.367676
	Iteration 14Q: 3 clusters Score -9449951 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 179837 members 
Entering Unmasked Estep 
Score: -9450147.000000 Penalty: 3946.367676
	Iteration 15Q: 3 clusters Score -9450147 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 180374 members 
Entering Unmasked Estep 
Score: -9450311.000000 Penalty: 3946.367676
	Iteration 16Q: 3 clusters Score -9450311 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 180796 members 
Entering Unmasked Estep 
Score: -9450419.000000 Penalty: 3946.367676
	Iteration 17Q: 3 clusters Score -9450419 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 181135 members 
Entering Unmasked Estep 
Score: -9450510.000000 Penalty: 3946.367676
	Iteration 18Q: 3 clusters Score -9450510 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 181444 members 
Entering Unmasked Estep 
Score: -9450556.000000 Penalty: 3946.367676
	Iteration 19Q: 3 clusters Score -9450556 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 181706 members 
Entering Unmasked Estep 
Score: -9450631.000000 Penalty: 3946.367676
	Iteration 20F: 3 clusters Score -9450631 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 181925 members 
Entering Unmasked Estep 
Score: -9450647.000000 Penalty: 3946.367676
	Iteration 21Q: 3 clusters Score -9450647 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 182104 members 
Entering Unmasked Estep 
Score: -9450679.000000 Penalty: 3946.367676
	Iteration 22Q: 3 clusters Score -9450679 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 182256 members 
Entering Unmasked Estep 
Score: -9450689.000000 Penalty: 3946.367676
	Iteration 23Q: 3 clusters Score -9450689 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 182398 members 
Entering Unmasked Estep 
Score: -9450690.000000 Penalty: 3946.367676
	Iteration 24Q: 3 clusters Score -9450690 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 182505 members 
Entering Unmasked Estep 
Score: -9450699.000000 Penalty: 3946.367676
	Iteration 25Q: 3 clusters Score -9450699 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 182595 members 
Entering Unmasked Estep 
Score: -9450704.000000 Penalty: 3946.367676
	Iteration 26Q: 3 clusters Score -9450704 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 182661 members 
Entering Unmasked Estep 
Score: -9450699.000000 Penalty: 3946.367676
	Iteration 27Q: 3 clusters Score -9450699 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 182719 members 
Entering Unmasked Estep 
Score: -9450718.000000 Penalty: 3946.367676
	Iteration 28Q: 3 clusters Score -9450718 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 182772 members 
Entering Unmasked Estep 
Score: -9450708.000000 Penalty: 3946.367676
	Iteration 29Q: 3 clusters Score -9450708 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 182814 members 
Entering Unmasked Estep 
Score: -9450720.000000 Penalty: 3946.367676
	Iteration 30Q: 3 clusters Score -9450720 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 182852 members 
Entering Unmasked Estep 
Score: -9450720.000000 Penalty: 3946.367676
	Iteration 31Q: 3 clusters Score -9450720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 182881 members 
Entering Unmasked Estep 
Score: -9450724.000000 Penalty: 3946.367676
	Iteration 32Q: 3 clusters Score -9450724 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 182908 members 
Entering Unmasked Estep 
Score: -9450731.000000 Penalty: 3946.367676
	Iteration 33Q: 3 clusters Score -9450731 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 182937 members 
Entering Unmasked Estep 
Score: -9450746.000000 Penalty: 3946.367676
	Iteration 34Q: 3 clusters Score -9450746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 182954 members 
Entering Unmasked Estep 
Score: -9450736.000000 Penalty: 3946.367676
	Iteration 35Q: 3 clusters Score -9450736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 182972 members 
Entering Unmasked Estep 
Score: -9450734.000000 Penalty: 3946.367676
	Iteration 36Q: 3 clusters Score -9450734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 182994 members 
Entering Unmasked Estep 
Score: -9450761.000000 Penalty: 3946.367676
	Iteration 37Q: 3 clusters Score -9450761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 183008 members 
Entering Unmasked Estep 
Score: -9450756.000000 Penalty: 3946.367676
	Iteration 38Q: 3 clusters Score -9450756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 183025 members 
Entering Unmasked Estep 
Score: -9450749.000000 Penalty: 3946.367676
	Iteration 39Q: 3 clusters Score -9450749 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 183042 members 
Entering Unmasked Estep 
Score: -9450755.000000 Penalty: 3946.367676
	Iteration 40F: 3 clusters Score -9450755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 183053 members 
Entering Unmasked Estep 
Score: -9450751.000000 Penalty: 3946.367676
	Iteration 41Q: 3 clusters Score -9450751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 183062 members 
Entering Unmasked Estep 
Score: -9450749.000000 Penalty: 3946.367676
	Iteration 42Q: 3 clusters Score -9450749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 183068 members 
Entering Unmasked Estep 
Score: -9450743.000000 Penalty: 3946.367676
	Iteration 43Q: 3 clusters Score -9450743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 183074 members 
Entering Unmasked Estep 
Score: -9450743.000000 Penalty: 3946.367676
	Iteration 44Q: 3 clusters Score -9450743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 183077 members 
Entering Unmasked Estep 
Score: -9450733.000000 Penalty: 3946.367676
	Iteration 45Q: 3 clusters Score -9450733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 183081 members 
Entering Unmasked Estep 
Score: -9450744.000000 Penalty: 3946.367676
	Iteration 46Q: 3 clusters Score -9450744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 183088 members 
Entering Unmasked Estep 
Score: -9450746.000000 Penalty: 3946.367676
	Iteration 47Q: 3 clusters Score -9450746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 183092 members 
Entering Unmasked Estep 
Score: -9450747.000000 Penalty: 3946.367676
	Iteration 48Q: 3 clusters Score -9450747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 183094 members 
Entering Unmasked Estep 
Score: -9450753.000000 Penalty: 3946.367676
	Iteration 49Q: 3 clusters Score -9450753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 183096 members 
Entering Unmasked Estep 
Score: -9450750.000000 Penalty: 3946.367676
	Iteration 50Q: 3 clusters Score -9450750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 183097 members 
Entering Unmasked Estep 
Score: -9450751.000000 Penalty: 3946.367676
	Iteration 51Q: 3 clusters Score -9450751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 183099 members 
Entering Unmasked Estep 
Score: -9450748.000000 Penalty: 3946.367676
	Iteration 52Q: 3 clusters Score -9450748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 183102 members 
Entering Unmasked Estep 
Score: -9450746.000000 Penalty: 3946.367676
	Iteration 53Q: 3 clusters Score -9450746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 183103 members 
Entering Unmasked Estep 
Score: -9450752.000000 Penalty: 3946.367676
	Iteration 54Q: 3 clusters Score -9450752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 183106 members 
Entering Unmasked Estep 
Score: -9450748.000000 Penalty: 3946.367676
	Iteration 55Q: 3 clusters Score -9450748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 183109 members 
Entering Unmasked Estep 
Score: -9450746.000000 Penalty: 3946.367676
	Iteration 56Q: 3 clusters Score -9450746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 183110 members 
Entering Unmasked Estep 
Score: -9450743.000000 Penalty: 3946.367676
	Iteration 57Q: 3 clusters Score -9450743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 183110 members 
Entering Unmasked Estep 
Score: -9450748.000000 Penalty: 3946.367676
	Iteration 58Q: 3 clusters Score -9450748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 183110 members 
Entering Unmasked Estep 
Score: -9450748.000000 Penalty: 3946.367676
	Iteration 59F: 3 clusters Score -9450748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Entering Unmasked Estep 
Score: -116582.835938 Penalty: 1284.514404
	Iteration 0F: 2 clusters Score -116582.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -114040.789062 Penalty: 2569.028809
	Iteration 0F: 3 clusters Score -114040.8 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -114609.375000 Penalty: 2569.028809
	Iteration 1F: 3 clusters Score -114609.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -114746.210938 Penalty: 2569.028809
	Iteration 2F: 3 clusters Score -114746.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -114858.828125 Penalty: 2569.028809
	Iteration 3F: 3 clusters Score -114858.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -114958.437500 Penalty: 2569.028809
	Iteration 4Q: 3 clusters Score -114958.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -115033.148438 Penalty: 2569.028809
	Iteration 5Q: 3 clusters Score -115033.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -115096.609375 Penalty: 2569.028809
	Iteration 6Q: 3 clusters Score -115096.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -115156.250000 Penalty: 2569.028809
	Iteration 7Q: 3 clusters Score -115156.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -115228.914062 Penalty: 2569.028809
	Iteration 8Q: 3 clusters Score -115228.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -115338.765625 Penalty: 2569.028809
	Iteration 9Q: 3 clusters Score -115338.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -115443.648438 Penalty: 2569.028809
	Iteration 10Q: 3 clusters Score -115443.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -115518.421875 Penalty: 2569.028809
	Iteration 11Q: 3 clusters Score -115518.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -115571.890625 Penalty: 2569.028809
	Iteration 12Q: 3 clusters Score -115571.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -115617.453125 Penalty: 2569.028809
	Iteration 13Q: 3 clusters Score -115617.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -115656.945312 Penalty: 2569.028809
	Iteration 14Q: 3 clusters Score -115656.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -115684.875000 Penalty: 2569.028809
	Iteration 15Q: 3 clusters Score -115684.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -115705.234375 Penalty: 2569.028809
	Iteration 16Q: 3 clusters Score -115705.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -115722.320312 Penalty: 2569.028809
	Iteration 17Q: 3 clusters Score -115722.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -115730.382812 Penalty: 2569.028809
	Iteration 18Q: 3 clusters Score -115730.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -115736.101562 Penalty: 2569.028809
	Iteration 19Q: 3 clusters Score -115736.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -115739.328125 Penalty: 2569.028809
	Iteration 20F: 3 clusters Score -115739.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -115743.859375 Penalty: 2569.028809
	Iteration 21Q: 3 clusters Score -115743.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -115747.023438 Penalty: 2569.028809
	Iteration 22Q: 3 clusters Score -115747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -115751.304688 Penalty: 2569.028809
	Iteration 23Q: 3 clusters Score -115751.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -115756.039062 Penalty: 2569.028809
	Iteration 24Q: 3 clusters Score -115756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -115760.023438 Penalty: 2569.028809
	Iteration 25Q: 3 clusters Score -115760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -115763.921875 Penalty: 2569.028809
	Iteration 26Q: 3 clusters Score -115763.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -115767.242188 Penalty: 2569.028809
	Iteration 27Q: 3 clusters Score -115767.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -115769.296875 Penalty: 2569.028809
	Iteration 28Q: 3 clusters Score -115769.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -115770.687500 Penalty: 2569.028809
	Iteration 29Q: 3 clusters Score -115770.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -115771.945312 Penalty: 2569.028809
	Iteration 30Q: 3 clusters Score -115771.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -115774.164062 Penalty: 2569.028809
	Iteration 31Q: 3 clusters Score -115774.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -115776.367188 Penalty: 2569.028809
	Iteration 32Q: 3 clusters Score -115776.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -115777.914062 Penalty: 2569.028809
	Iteration 33Q: 3 clusters Score -115777.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -115781.062500 Penalty: 2569.028809
	Iteration 34Q: 3 clusters Score -115781.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -115785.992188 Penalty: 2569.028809
	Iteration 35Q: 3 clusters Score -115786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -115787.210938 Penalty: 2569.028809
	Iteration 36Q: 3 clusters Score -115787.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -115788.164062 Penalty: 2569.028809
	Iteration 37Q: 3 clusters Score -115788.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -115788.906250 Penalty: 2569.028809
	Iteration 38Q: 3 clusters Score -115788.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -115790.148438 Penalty: 2569.028809
	Iteration 39Q: 3 clusters Score -115790.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -115791.562500 Penalty: 2569.028809
	Iteration 40F: 3 clusters Score -115791.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42384 members 
Entering Unmasked Estep 
Score: -2148785.250000 Penalty: 1731.360474
	Iteration 0F: 2 clusters Score -2148785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -2120611.000000 Penalty: 3462.720947
	Iteration 0F: 3 clusters Score -2120611 nChanged 19578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -2131801.750000 Penalty: 3462.720947
	Iteration 1F: 3 clusters Score -2131802 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -2132682.750000 Penalty: 3462.720947
	Iteration 2Q: 3 clusters Score -2132683 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -2133967.000000 Penalty: 3462.720947
	Iteration 3F: 3 clusters Score -2133967 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -2135852.250000 Penalty: 3462.720947
	Iteration 4F: 3 clusters Score -2135852 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -2138365.500000 Penalty: 3462.720947
	Iteration 5F: 3 clusters Score -2138366 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -2141155.000000 Penalty: 3462.720947
	Iteration 6F: 3 clusters Score -2141155 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -2143706.250000 Penalty: 3462.720947
	Iteration 7F: 3 clusters Score -2143706 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -2145418.750000 Penalty: 3462.720947
	Iteration 8Q: 3 clusters Score -2145419 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 40391 members 
Entering Unmasked Estep 
Score: -2146453.750000 Penalty: 3462.720947
	Iteration 9Q: 3 clusters Score -2146454 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -2147115.250000 Penalty: 3462.720947
	Iteration 10Q: 3 clusters Score -2147115 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
Score: -2147478.500000 Penalty: 3462.720947
	Iteration 11Q: 3 clusters Score -2147478 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -2147648.750000 Penalty: 3462.720947
	Iteration 12Q: 3 clusters Score -2147649 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -2147709.750000 Penalty: 3462.720947
	Iteration 13Q: 3 clusters Score -2147710 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -2147751.500000 Penalty: 3462.720947
	Iteration 14Q: 3 clusters Score -2147752 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -2147771.500000 Penalty: 3462.720947
	Iteration 15Q: 3 clusters Score -2147772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -2147778.000000 Penalty: 3462.720947
	Iteration 16Q: 3 clusters Score -2147778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -2147787.750000 Penalty: 3462.720947
	Iteration 17Q: 3 clusters Score -2147788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -2147786.250000 Penalty: 3462.720947
	Iteration 18Q: 3 clusters Score -2147786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -2147788.750000 Penalty: 3462.720947
	Iteration 19Q: 3 clusters Score -2147789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -2147791.000000 Penalty: 3462.720947
	Iteration 20F: 3 clusters Score -2147791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -2147790.750000 Penalty: 3462.720947
	Iteration 21Q: 3 clusters Score -2147791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -2147793.000000 Penalty: 3462.720947
	Iteration 22Q: 3 clusters Score -2147793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -2147793.750000 Penalty: 3462.720947
	Iteration 23Q: 3 clusters Score -2147794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -2147793.750000 Penalty: 3462.720947
	Iteration 24F: 3 clusters Score -2147794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Entering Unmasked Estep 
Score: -491581.437500 Penalty: 1489.249268
	Iteration 0F: 2 clusters Score -491581.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -484671.593750 Penalty: 2978.498535
	Iteration 0F: 3 clusters Score -484671.6 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -486879.500000 Penalty: 2978.498535
	Iteration 1F: 3 clusters Score -486879.5 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -487095.406250 Penalty: 2978.498535
	Iteration 2F: 3 clusters Score -487095.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -487290.593750 Penalty: 2978.498535
	Iteration 3F: 3 clusters Score -487290.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -487472.562500 Penalty: 2978.498535
	Iteration 4Q: 3 clusters Score -487472.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -487683.031250 Penalty: 2978.498535
	Iteration 5Q: 3 clusters Score -487683 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -487923.656250 Penalty: 2978.498535
	Iteration 6Q: 3 clusters Score -487923.7 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -488238.468750 Penalty: 2978.498535
	Iteration 7F: 3 clusters Score -488238.5 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -488624.531250 Penalty: 2978.498535
	Iteration 8F: 3 clusters Score -488624.5 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -489111.343750 Penalty: 2978.498535
	Iteration 9F: 3 clusters Score -489111.3 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -489578.750000 Penalty: 2978.498535
	Iteration 10F: 3 clusters Score -489578.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -489912.125000 Penalty: 2978.498535
	Iteration 11Q: 3 clusters Score -489912.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -490100.375000 Penalty: 2978.498535
	Iteration 12Q: 3 clusters Score -490100.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -490194.250000 Penalty: 2978.498535
	Iteration 13Q: 3 clusters Score -490194.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -490238.937500 Penalty: 2978.498535
	Iteration 14Q: 3 clusters Score -490238.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -490263.593750 Penalty: 2978.498535
	Iteration 15Q: 3 clusters Score -490263.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -490273.343750 Penalty: 2978.498535
	Iteration 16Q: 3 clusters Score -490273.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -490283.437500 Penalty: 2978.498535
	Iteration 17Q: 3 clusters Score -490283.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -490291.625000 Penalty: 2978.498535
	Iteration 18Q: 3 clusters Score -490291.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -490300.875000 Penalty: 2978.498535
	Iteration 19Q: 3 clusters Score -490300.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -490308.500000 Penalty: 2978.498535
	Iteration 20F: 3 clusters Score -490308.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -490315.062500 Penalty: 2978.498535
	Iteration 21Q: 3 clusters Score -490315.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -490320.843750 Penalty: 2978.498535
	Iteration 22Q: 3 clusters Score -490320.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -490326.093750 Penalty: 2978.498535
	Iteration 23Q: 3 clusters Score -490326.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -490329.812500 Penalty: 2978.498535
	Iteration 24Q: 3 clusters Score -490329.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -490331.406250 Penalty: 2978.498535
	Iteration 25Q: 3 clusters Score -490331.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -490331.406250 Penalty: 2978.498535
	Iteration 26F: 3 clusters Score -490331.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Entering Unmasked Estep 
Score: -2296154.000000 Penalty: 1738.878784
	Iteration 0F: 2 clusters Score -2296154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -2266558.000000 Penalty: 3477.757568
	Iteration 0F: 3 clusters Score -2266558 nChanged 20783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -2278312.750000 Penalty: 3477.757568
	Iteration 1F: 3 clusters Score -2278313 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -2278906.250000 Penalty: 3477.757568
	Iteration 2Q: 3 clusters Score -2278906 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -2279463.750000 Penalty: 3477.757568
	Iteration 3Q: 3 clusters Score -2279464 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -2280216.250000 Penalty: 3477.757568
	Iteration 4Q: 3 clusters Score -2280216 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -2281161.000000 Penalty: 3477.757568
	Iteration 5Q: 3 clusters Score -2281161 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -2282402.250000 Penalty: 3477.757568
	Iteration 6F: 3 clusters Score -2282402 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -2283959.000000 Penalty: 3477.757568
	Iteration 7F: 3 clusters Score -2283959 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -2285606.750000 Penalty: 3477.757568
	Iteration 8F: 3 clusters Score -2285607 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -2286949.500000 Penalty: 3477.757568
	Iteration 9F: 3 clusters Score -2286950 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -2287637.000000 Penalty: 3477.757568
	Iteration 10Q: 3 clusters Score -2287637 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -2287940.500000 Penalty: 3477.757568
	Iteration 11Q: 3 clusters Score -2287940 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -2288128.750000 Penalty: 3477.757568
	Iteration 12Q: 3 clusters Score -2288129 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -2288229.250000 Penalty: 3477.757568
	Iteration 13Q: 3 clusters Score -2288229 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -2288312.500000 Penalty: 3477.757568
	Iteration 14Q: 3 clusters Score -2288312 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -2288387.750000 Penalty: 3477.757568
	Iteration 15Q: 3 clusters Score -2288388 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -2288445.250000 Penalty: 3477.757568
	Iteration 16Q: 3 clusters Score -2288445 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -2288492.750000 Penalty: 3477.757568
	Iteration 17Q: 3 clusters Score -2288493 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -2288564.000000 Penalty: 3477.757568
	Iteration 18Q: 3 clusters Score -2288564 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -2288618.250000 Penalty: 3477.757568
	Iteration 19Q: 3 clusters Score -2288618 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -2288707.750000 Penalty: 3477.757568
	Iteration 20F: 3 clusters Score -2288708 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -2288791.000000 Penalty: 3477.757568
	Iteration 21Q: 3 clusters Score -2288791 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -2288895.500000 Penalty: 3477.757568
	Iteration 22Q: 3 clusters Score -2288896 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -2288986.750000 Penalty: 3477.757568
	Iteration 23Q: 3 clusters Score -2288987 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -2289064.500000 Penalty: 3477.757568
	Iteration 24Q: 3 clusters Score -2289064 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -2289144.000000 Penalty: 3477.757568
	Iteration 25Q: 3 clusters Score -2289144 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -2289224.000000 Penalty: 3477.757568
	Iteration 26Q: 3 clusters Score -2289224 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -2289321.250000 Penalty: 3477.757568
	Iteration 27Q: 3 clusters Score -2289321 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -2289429.750000 Penalty: 3477.757568
	Iteration 28Q: 3 clusters Score -2289430 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -2289580.750000 Penalty: 3477.757568
	Iteration 29Q: 3 clusters Score -2289581 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -2289741.250000 Penalty: 3477.757568
	Iteration 30Q: 3 clusters Score -2289741 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -2289928.000000 Penalty: 3477.757568
	Iteration 31Q: 3 clusters Score -2289928 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -2290145.000000 Penalty: 3477.757568
	Iteration 32Q: 3 clusters Score -2290145 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -2290386.500000 Penalty: 3477.757568
	Iteration 33Q: 3 clusters Score -2290386 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -2290651.250000 Penalty: 3477.757568
	Iteration 34Q: 3 clusters Score -2290651 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -2290900.250000 Penalty: 3477.757568
	Iteration 35Q: 3 clusters Score -2290900 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -2291109.500000 Penalty: 3477.757568
	Iteration 36Q: 3 clusters Score -2291110 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -2291301.500000 Penalty: 3477.757568
	Iteration 37Q: 3 clusters Score -2291302 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 33678 members 
Entering Unmasked Estep 
Score: -2291439.000000 Penalty: 3477.757568
	Iteration 38Q: 3 clusters Score -2291439 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -2291585.000000 Penalty: 3477.757568
	Iteration 39Q: 3 clusters Score -2291585 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -2291722.750000 Penalty: 3477.757568
	Iteration 40F: 3 clusters Score -2291723 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -2291840.750000 Penalty: 3477.757568
	Iteration 41Q: 3 clusters Score -2291841 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -2291969.250000 Penalty: 3477.757568
	Iteration 42Q: 3 clusters Score -2291969 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -2292108.000000 Penalty: 3477.757568
	Iteration 43Q: 3 clusters Score -2292108 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -2292228.250000 Penalty: 3477.757568
	Iteration 44Q: 3 clusters Score -2292228 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -2292358.500000 Penalty: 3477.757568
	Iteration 45Q: 3 clusters Score -2292358 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -2292486.000000 Penalty: 3477.757568
	Iteration 46Q: 3 clusters Score -2292486 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -2292604.500000 Penalty: 3477.757568
	Iteration 47Q: 3 clusters Score -2292604 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -2292749.500000 Penalty: 3477.757568
	Iteration 48Q: 3 clusters Score -2292750 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -2292881.500000 Penalty: 3477.757568
	Iteration 49Q: 3 clusters Score -2292882 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 38946 members 
Entering Unmasked Estep 
Score: -2293048.500000 Penalty: 3477.757568
	Iteration 50Q: 3 clusters Score -2293048 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -2293211.250000 Penalty: 3477.757568
	Iteration 51Q: 3 clusters Score -2293211 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -2293349.750000 Penalty: 3477.757568
	Iteration 52Q: 3 clusters Score -2293350 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -2293476.750000 Penalty: 3477.757568
	Iteration 53Q: 3 clusters Score -2293477 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -2293603.750000 Penalty: 3477.757568
	Iteration 54Q: 3 clusters Score -2293604 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -2293731.250000 Penalty: 3477.757568
	Iteration 55Q: 3 clusters Score -2293731 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -2293846.250000 Penalty: 3477.757568
	Iteration 56Q: 3 clusters Score -2293846 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 41480 members 
Entering Unmasked Estep 
Score: -2293947.750000 Penalty: 3477.757568
	Iteration 57Q: 3 clusters Score -2293948 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -2294042.000000 Penalty: 3477.757568
	Iteration 58Q: 3 clusters Score -2294042 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -2294128.750000 Penalty: 3477.757568
	Iteration 59Q: 3 clusters Score -2294129 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -2294200.000000 Penalty: 3477.757568
	Iteration 60F: 3 clusters Score -2294200 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -2294282.750000 Penalty: 3477.757568
	Iteration 61Q: 3 clusters Score -2294283 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -2294343.250000 Penalty: 3477.757568
	Iteration 62Q: 3 clusters Score -2294343 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -2294392.500000 Penalty: 3477.757568
	Iteration 63Q: 3 clusters Score -2294392 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 42861 members 
Entering Unmasked Estep 
Score: -2294464.500000 Penalty: 3477.757568
	Iteration 64Q: 3 clusters Score -2294464 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 43004 members 
Entering Unmasked Estep 
Score: -2294517.000000 Penalty: 3477.757568
	Iteration 65Q: 3 clusters Score -2294517 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 43123 members 
Entering Unmasked Estep 
Score: -2294557.000000 Penalty: 3477.757568
	Iteration 66Q: 3 clusters Score -2294557 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -2294607.250000 Penalty: 3477.757568
	Iteration 67Q: 3 clusters Score -2294607 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -2294645.250000 Penalty: 3477.757568
	Iteration 68Q: 3 clusters Score -2294645 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -2294672.000000 Penalty: 3477.757568
	Iteration 69Q: 3 clusters Score -2294672 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 43422 members 
Entering Unmasked Estep 
Score: -2294688.000000 Penalty: 3477.757568
	Iteration 70Q: 3 clusters Score -2294688 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -2294704.250000 Penalty: 3477.757568
	Iteration 71Q: 3 clusters Score -2294704 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 43516 members 
Entering Unmasked Estep 
Score: -2294724.750000 Penalty: 3477.757568
	Iteration 72Q: 3 clusters Score -2294725 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -2294746.000000 Penalty: 3477.757568
	Iteration 73Q: 3 clusters Score -2294746 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -2294767.000000 Penalty: 3477.757568
	Iteration 74Q: 3 clusters Score -2294767 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 43621 members 
Entering Unmasked Estep 
Score: -2294781.750000 Penalty: 3477.757568
	Iteration 75Q: 3 clusters Score -2294782 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -2294790.250000 Penalty: 3477.757568
	Iteration 76Q: 3 clusters Score -2294790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
Score: -2294803.250000 Penalty: 3477.757568
	Iteration 77Q: 3 clusters Score -2294803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -2294805.250000 Penalty: 3477.757568
	Iteration 78Q: 3 clusters Score -2294805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -2294804.000000 Penalty: 3477.757568
	Iteration 79Q: 3 clusters Score -2294804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -2294805.000000 Penalty: 3477.757568
	Iteration 80F: 3 clusters Score -2294805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -2294807.500000 Penalty: 3477.757568
	Iteration 81Q: 3 clusters Score -2294808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -2294806.750000 Penalty: 3477.757568
	Iteration 82Q: 3 clusters Score -2294807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 43709 members 
Entering Unmasked Estep 
Score: -2294806.750000 Penalty: 3477.757568
	Iteration 83Q: 3 clusters Score -2294807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -2294805.250000 Penalty: 3477.757568
	Iteration 84Q: 3 clusters Score -2294805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 43721 members 
Entering Unmasked Estep 
Score: -2294808.000000 Penalty: 3477.757568
	Iteration 85Q: 3 clusters Score -2294808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -2294811.000000 Penalty: 3477.757568
	Iteration 86Q: 3 clusters Score -2294811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -2294815.250000 Penalty: 3477.757568
	Iteration 87Q: 3 clusters Score -2294815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 43736 members 
Entering Unmasked Estep 
Score: -2294812.500000 Penalty: 3477.757568
	Iteration 88Q: 3 clusters Score -2294812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -2294809.750000 Penalty: 3477.757568
	Iteration 89Q: 3 clusters Score -2294810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 43744 members 
Entering Unmasked Estep 
Score: -2294811.000000 Penalty: 3477.757568
	Iteration 90Q: 3 clusters Score -2294811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -2294810.000000 Penalty: 3477.757568
	Iteration 91Q: 3 clusters Score -2294810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -2294812.250000 Penalty: 3477.757568
	Iteration 92Q: 3 clusters Score -2294812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -2294812.000000 Penalty: 3477.757568
	Iteration 93Q: 3 clusters Score -2294812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -2294813.500000 Penalty: 3477.757568
	Iteration 94Q: 3 clusters Score -2294814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -2294811.500000 Penalty: 3477.757568
	Iteration 95Q: 3 clusters Score -2294812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -2294811.500000 Penalty: 3477.757568
	Iteration 96F: 3 clusters Score -2294812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Entering Unmasked Estep 
Score: -897642.375000 Penalty: 1586.555786
	Iteration 0F: 2 clusters Score -897642.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -885598.250000 Penalty: 3173.111572
	Iteration 0F: 3 clusters Score -885598.2 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -890027.812500 Penalty: 3173.111572
	Iteration 1F: 3 clusters Score -890027.8 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -890295.937500 Penalty: 3173.111572
	Iteration 2Q: 3 clusters Score -890295.9 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -890505.937500 Penalty: 3173.111572
	Iteration 3Q: 3 clusters Score -890505.9 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -890713.187500 Penalty: 3173.111572
	Iteration 4Q: 3 clusters Score -890713.2 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -890933.125000 Penalty: 3173.111572
	Iteration 5Q: 3 clusters Score -890933.1 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -891159.187500 Penalty: 3173.111572
	Iteration 6Q: 3 clusters Score -891159.2 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -891456.875000 Penalty: 3173.111572
	Iteration 7Q: 3 clusters Score -891456.9 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -891829.562500 Penalty: 3173.111572
	Iteration 8Q: 3 clusters Score -891829.6 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -892259.562500 Penalty: 3173.111572
	Iteration 9Q: 3 clusters Score -892259.6 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -892732.375000 Penalty: 3173.111572
	Iteration 10Q: 3 clusters Score -892732.4 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -893247.000000 Penalty: 3173.111572
	Iteration 11Q: 3 clusters Score -893247 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -893684.250000 Penalty: 3173.111572
	Iteration 12Q: 3 clusters Score -893684.2 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -894042.500000 Penalty: 3173.111572
	Iteration 13Q: 3 clusters Score -894042.5 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -894312.000000 Penalty: 3173.111572
	Iteration 14Q: 3 clusters Score -894312 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -894533.625000 Penalty: 3173.111572
	Iteration 15Q: 3 clusters Score -894533.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -894690.562500 Penalty: 3173.111572
	Iteration 16Q: 3 clusters Score -894690.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -894814.500000 Penalty: 3173.111572
	Iteration 17Q: 3 clusters Score -894814.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -894936.562500 Penalty: 3173.111572
	Iteration 18Q: 3 clusters Score -894936.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -895053.625000 Penalty: 3173.111572
	Iteration 19Q: 3 clusters Score -895053.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -895178.250000 Penalty: 3173.111572
	Iteration 20F: 3 clusters Score -895178.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -895327.437500 Penalty: 3173.111572
	Iteration 21Q: 3 clusters Score -895327.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -895515.437500 Penalty: 3173.111572
	Iteration 22Q: 3 clusters Score -895515.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -895716.625000 Penalty: 3173.111572
	Iteration 23Q: 3 clusters Score -895716.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -895901.625000 Penalty: 3173.111572
	Iteration 24Q: 3 clusters Score -895901.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -896111.500000 Penalty: 3173.111572
	Iteration 25Q: 3 clusters Score -896111.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -896343.937500 Penalty: 3173.111572
	Iteration 26Q: 3 clusters Score -896343.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -896527.937500 Penalty: 3173.111572
	Iteration 27Q: 3 clusters Score -896527.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -896656.687500 Penalty: 3173.111572
	Iteration 28Q: 3 clusters Score -896656.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -896757.500000 Penalty: 3173.111572
	Iteration 29Q: 3 clusters Score -896757.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -896836.562500 Penalty: 3173.111572
	Iteration 30Q: 3 clusters Score -896836.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -896896.750000 Penalty: 3173.111572
	Iteration 31Q: 3 clusters Score -896896.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -896945.812500 Penalty: 3173.111572
	Iteration 32Q: 3 clusters Score -896945.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -896984.250000 Penalty: 3173.111572
	Iteration 33Q: 3 clusters Score -896984.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -897016.562500 Penalty: 3173.111572
	Iteration 34Q: 3 clusters Score -897016.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -897035.312500 Penalty: 3173.111572
	Iteration 35Q: 3 clusters Score -897035.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -897044.812500 Penalty: 3173.111572
	Iteration 36Q: 3 clusters Score -897044.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -897054.437500 Penalty: 3173.111572
	Iteration 37Q: 3 clusters Score -897054.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -897064.250000 Penalty: 3173.111572
	Iteration 38Q: 3 clusters Score -897064.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -897065.000000 Penalty: 3173.111572
	Iteration 39Q: 3 clusters Score -897065 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -897089.312500 Penalty: 3173.111572
	Iteration 40F: 3 clusters Score -897089.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -897094.000000 Penalty: 3173.111572
	Iteration 41Q: 3 clusters Score -897094 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -897104.812500 Penalty: 3173.111572
	Iteration 42Q: 3 clusters Score -897104.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -897111.812500 Penalty: 3173.111572
	Iteration 43Q: 3 clusters Score -897111.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -897118.750000 Penalty: 3173.111572
	Iteration 44Q: 3 clusters Score -897118.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -897123.062500 Penalty: 3173.111572
	Iteration 45Q: 3 clusters Score -897123.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -897130.875000 Penalty: 3173.111572
	Iteration 46Q: 3 clusters Score -897130.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -897133.437500 Penalty: 3173.111572
	Iteration 47Q: 3 clusters Score -897133.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -897139.812500 Penalty: 3173.111572
	Iteration 48Q: 3 clusters Score -897139.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -897149.625000 Penalty: 3173.111572
	Iteration 49Q: 3 clusters Score -897149.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -897157.875000 Penalty: 3173.111572
	Iteration 50Q: 3 clusters Score -897157.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -897169.250000 Penalty: 3173.111572
	Iteration 51Q: 3 clusters Score -897169.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -897176.000000 Penalty: 3173.111572
	Iteration 52Q: 3 clusters Score -897176 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -897181.812500 Penalty: 3173.111572
	Iteration 53Q: 3 clusters Score -897181.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -897188.375000 Penalty: 3173.111572
	Iteration 54Q: 3 clusters Score -897188.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -897191.375000 Penalty: 3173.111572
	Iteration 55Q: 3 clusters Score -897191.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -897196.500000 Penalty: 3173.111572
	Iteration 56Q: 3 clusters Score -897196.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -897206.687500 Penalty: 3173.111572
	Iteration 57Q: 3 clusters Score -897206.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -897209.000000 Penalty: 3173.111572
	Iteration 58Q: 3 clusters Score -897209 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -897213.000000 Penalty: 3173.111572
	Iteration 59Q: 3 clusters Score -897213 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -897219.312500 Penalty: 3173.111572
	Iteration 60F: 3 clusters Score -897219.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -897222.125000 Penalty: 3173.111572
	Iteration 61Q: 3 clusters Score -897222.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -897232.187500 Penalty: 3173.111572
	Iteration 62Q: 3 clusters Score -897232.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -897232.875000 Penalty: 3173.111572
	Iteration 63Q: 3 clusters Score -897232.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -897236.000000 Penalty: 3173.111572
	Iteration 64Q: 3 clusters Score -897236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -897237.250000 Penalty: 3173.111572
	Iteration 65Q: 3 clusters Score -897237.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -897239.250000 Penalty: 3173.111572
	Iteration 66Q: 3 clusters Score -897239.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -897243.937500 Penalty: 3173.111572
	Iteration 67Q: 3 clusters Score -897243.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -897244.937500 Penalty: 3173.111572
	Iteration 68Q: 3 clusters Score -897244.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -897248.937500 Penalty: 3173.111572
	Iteration 69Q: 3 clusters Score -897248.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -897248.687500 Penalty: 3173.111572
	Iteration 70Q: 3 clusters Score -897248.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -897249.625000 Penalty: 3173.111572
	Iteration 71Q: 3 clusters Score -897249.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -897248.562500 Penalty: 3173.111572
	Iteration 72Q: 3 clusters Score -897248.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -897251.625000 Penalty: 3173.111572
	Iteration 73Q: 3 clusters Score -897251.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -897253.687500 Penalty: 3173.111572
	Iteration 74Q: 3 clusters Score -897253.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -897251.750000 Penalty: 3173.111572
	Iteration 75Q: 3 clusters Score -897251.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -897252.750000 Penalty: 3173.111572
	Iteration 76Q: 3 clusters Score -897252.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -897248.937500 Penalty: 3173.111572
	Iteration 77Q: 3 clusters Score -897248.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -897251.937500 Penalty: 3173.111572
	Iteration 78Q: 3 clusters Score -897251.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -897254.937500 Penalty: 3173.111572
	Iteration 79Q: 3 clusters Score -897254.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -897257.250000 Penalty: 3173.111572
	Iteration 80F: 3 clusters Score -897257.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -897257.875000 Penalty: 3173.111572
	Iteration 81Q: 3 clusters Score -897257.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -897256.375000 Penalty: 3173.111572
	Iteration 82Q: 3 clusters Score -897256.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -897255.125000 Penalty: 3173.111572
	Iteration 83Q: 3 clusters Score -897255.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -897257.562500 Penalty: 3173.111572
	Iteration 84Q: 3 clusters Score -897257.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -897258.375000 Penalty: 3173.111572
	Iteration 85Q: 3 clusters Score -897258.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -897260.500000 Penalty: 3173.111572
	Iteration 86Q: 3 clusters Score -897260.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -897261.062500 Penalty: 3173.111572
	Iteration 87Q: 3 clusters Score -897261.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -897259.937500 Penalty: 3173.111572
	Iteration 88Q: 3 clusters Score -897259.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -897259.312500 Penalty: 3173.111572
	Iteration 89Q: 3 clusters Score -897259.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -897259.312500 Penalty: 3173.111572
	Iteration 90F: 3 clusters Score -897259.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Entering Unmasked Estep 
Score: -492172.281250 Penalty: 1479.306274
	Iteration 0F: 2 clusters Score -492172.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -485710.937500 Penalty: 2958.612549
	Iteration 0F: 3 clusters Score -485710.9 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -487629.250000 Penalty: 2958.612549
	Iteration 1F: 3 clusters Score -487629.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -487837.562500 Penalty: 2958.612549
	Iteration 2F: 3 clusters Score -487837.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -488056.687500 Penalty: 2958.612549
	Iteration 3F: 3 clusters Score -488056.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -488276.062500 Penalty: 2958.612549
	Iteration 4F: 3 clusters Score -488276.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -488531.250000 Penalty: 2958.612549
	Iteration 5F: 3 clusters Score -488531.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -488860.125000 Penalty: 2958.612549
	Iteration 6F: 3 clusters Score -488860.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -489224.093750 Penalty: 2958.612549
	Iteration 7F: 3 clusters Score -489224.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -489578.156250 Penalty: 2958.612549
	Iteration 8F: 3 clusters Score -489578.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -489895.875000 Penalty: 2958.612549
	Iteration 9Q: 3 clusters Score -489895.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -490175.093750 Penalty: 2958.612549
	Iteration 10Q: 3 clusters Score -490175.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -490391.031250 Penalty: 2958.612549
	Iteration 11Q: 3 clusters Score -490391 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -490560.593750 Penalty: 2958.612549
	Iteration 12Q: 3 clusters Score -490560.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -490657.781250 Penalty: 2958.612549
	Iteration 13Q: 3 clusters Score -490657.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -490725.718750 Penalty: 2958.612549
	Iteration 14Q: 3 clusters Score -490725.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -490770.875000 Penalty: 2958.612549
	Iteration 15Q: 3 clusters Score -490770.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -490797.656250 Penalty: 2958.612549
	Iteration 16Q: 3 clusters Score -490797.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -490818.593750 Penalty: 2958.612549
	Iteration 17Q: 3 clusters Score -490818.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -490833.500000 Penalty: 2958.612549
	Iteration 18Q: 3 clusters Score -490833.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -490845.968750 Penalty: 2958.612549
	Iteration 19Q: 3 clusters Score -490846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -490856.968750 Penalty: 2958.612549
	Iteration 20F: 3 clusters Score -490857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -490862.625000 Penalty: 2958.612549
	Iteration 21Q: 3 clusters Score -490862.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -490865.000000 Penalty: 2958.612549
	Iteration 22Q: 3 clusters Score -490865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -490869.156250 Penalty: 2958.612549
	Iteration 23Q: 3 clusters Score -490869.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -490869.781250 Penalty: 2958.612549
	Iteration 24Q: 3 clusters Score -490869.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -490874.187500 Penalty: 2958.612549
	Iteration 25Q: 3 clusters Score -490874.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -490877.906250 Penalty: 2958.612549
	Iteration 26Q: 3 clusters Score -490877.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -490881.593750 Penalty: 2958.612549
	Iteration 27Q: 3 clusters Score -490881.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -490887.812500 Penalty: 2958.612549
	Iteration 28Q: 3 clusters Score -490887.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -490892.718750 Penalty: 2958.612549
	Iteration 29Q: 3 clusters Score -490892.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -490893.312500 Penalty: 2958.612549
	Iteration 30Q: 3 clusters Score -490893.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -490893.312500 Penalty: 2958.612549
	Iteration 31Q: 3 clusters Score -490893.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -490893.750000 Penalty: 2958.612549
	Iteration 32Q: 3 clusters Score -490893.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -490893.750000 Penalty: 2958.612549
	Iteration 33F: 3 clusters Score -490893.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Entering Unmasked Estep 
Score: -203854.750000 Penalty: 1362.047607
	Iteration 0F: 2 clusters Score -203854.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -200169.906250 Penalty: 2724.095215
	Iteration 0F: 3 clusters Score -200169.9 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -201096.609375 Penalty: 2724.095215
	Iteration 1F: 3 clusters Score -201096.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -201276.796875 Penalty: 2724.095215
	Iteration 2F: 3 clusters Score -201276.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -201410.062500 Penalty: 2724.095215
	Iteration 3F: 3 clusters Score -201410.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -201510.515625 Penalty: 2724.095215
	Iteration 4Q: 3 clusters Score -201510.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -201609.421875 Penalty: 2724.095215
	Iteration 5Q: 3 clusters Score -201609.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -201713.281250 Penalty: 2724.095215
	Iteration 6Q: 3 clusters Score -201713.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -201815.671875 Penalty: 2724.095215
	Iteration 7Q: 3 clusters Score -201815.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -201940.843750 Penalty: 2724.095215
	Iteration 8Q: 3 clusters Score -201940.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -202129.218750 Penalty: 2724.095215
	Iteration 9Q: 3 clusters Score -202129.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -202324.906250 Penalty: 2724.095215
	Iteration 10F: 3 clusters Score -202324.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -202493.093750 Penalty: 2724.095215
	Iteration 11Q: 3 clusters Score -202493.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -202608.359375 Penalty: 2724.095215
	Iteration 12Q: 3 clusters Score -202608.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -202680.640625 Penalty: 2724.095215
	Iteration 13Q: 3 clusters Score -202680.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -202728.093750 Penalty: 2724.095215
	Iteration 14Q: 3 clusters Score -202728.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -202762.687500 Penalty: 2724.095215
	Iteration 15Q: 3 clusters Score -202762.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -202786.265625 Penalty: 2724.095215
	Iteration 16Q: 3 clusters Score -202786.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -202801.281250 Penalty: 2724.095215
	Iteration 17Q: 3 clusters Score -202801.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -202815.281250 Penalty: 2724.095215
	Iteration 18Q: 3 clusters Score -202815.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -202828.859375 Penalty: 2724.095215
	Iteration 19Q: 3 clusters Score -202828.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -202840.359375 Penalty: 2724.095215
	Iteration 20F: 3 clusters Score -202840.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -202846.984375 Penalty: 2724.095215
	Iteration 21Q: 3 clusters Score -202847 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -202853.250000 Penalty: 2724.095215
	Iteration 22Q: 3 clusters Score -202853.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -202857.875000 Penalty: 2724.095215
	Iteration 23Q: 3 clusters Score -202857.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -202862.406250 Penalty: 2724.095215
	Iteration 24Q: 3 clusters Score -202862.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -202867.546875 Penalty: 2724.095215
	Iteration 25Q: 3 clusters Score -202867.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -202872.078125 Penalty: 2724.095215
	Iteration 26Q: 3 clusters Score -202872.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -202875.968750 Penalty: 2724.095215
	Iteration 27Q: 3 clusters Score -202876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -202878.328125 Penalty: 2724.095215
	Iteration 28Q: 3 clusters Score -202878.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -202881.109375 Penalty: 2724.095215
	Iteration 29Q: 3 clusters Score -202881.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -202882.734375 Penalty: 2724.095215
	Iteration 30Q: 3 clusters Score -202882.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -202883.828125 Penalty: 2724.095215
	Iteration 31Q: 3 clusters Score -202883.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -202884.859375 Penalty: 2724.095215
	Iteration 32Q: 3 clusters Score -202884.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -202885.937500 Penalty: 2724.095215
	Iteration 33Q: 3 clusters Score -202885.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -202886.687500 Penalty: 2724.095215
	Iteration 34Q: 3 clusters Score -202886.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -202888.421875 Penalty: 2724.095215
	Iteration 35Q: 3 clusters Score -202888.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -202890.453125 Penalty: 2724.095215
	Iteration 36Q: 3 clusters Score -202890.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -202891.203125 Penalty: 2724.095215
	Iteration 37Q: 3 clusters Score -202891.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -202894.515625 Penalty: 2724.095215
	Iteration 38Q: 3 clusters Score -202894.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -202898.046875 Penalty: 2724.095215
	Iteration 39Q: 3 clusters Score -202898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -202900.484375 Penalty: 2724.095215
	Iteration 40F: 3 clusters Score -202900.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -202904.359375 Penalty: 2724.095215
	Iteration 41Q: 3 clusters Score -202904.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -202907.812500 Penalty: 2724.095215
	Iteration 42Q: 3 clusters Score -202907.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -202908.625000 Penalty: 2724.095215
	Iteration 43Q: 3 clusters Score -202908.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -202908.625000 Penalty: 2724.095215
	Iteration 44F: 3 clusters Score -202908.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Entering Unmasked Estep 
Score: -423128.750000 Penalty: 1459.380249
	Iteration 0F: 2 clusters Score -423128.8 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 4060 members 
Entering Unmasked Estep 
Score: -417285.812500 Penalty: 2918.760498
	Iteration 0F: 3 clusters Score -417285.8 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -419030.625000 Penalty: 2918.760498
	Iteration 1F: 3 clusters Score -419030.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -419224.656250 Penalty: 2918.760498
	Iteration 2F: 3 clusters Score -419224.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -419390.343750 Penalty: 2918.760498
	Iteration 3Q: 3 clusters Score -419390.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -419577.437500 Penalty: 2918.760498
	Iteration 4Q: 3 clusters Score -419577.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -419792.812500 Penalty: 2918.760498
	Iteration 5Q: 3 clusters Score -419792.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -419979.812500 Penalty: 2918.760498
	Iteration 6Q: 3 clusters Score -419979.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -420203.687500 Penalty: 2918.760498
	Iteration 7Q: 3 clusters Score -420203.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -420522.468750 Penalty: 2918.760498
	Iteration 8F: 3 clusters Score -420522.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -420857.906250 Penalty: 2918.760498
	Iteration 9F: 3 clusters Score -420857.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -421165.812500 Penalty: 2918.760498
	Iteration 10Q: 3 clusters Score -421165.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -421409.937500 Penalty: 2918.760498
	Iteration 11Q: 3 clusters Score -421409.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -421576.937500 Penalty: 2918.760498
	Iteration 12Q: 3 clusters Score -421576.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -421692.968750 Penalty: 2918.760498
	Iteration 13Q: 3 clusters Score -421693 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -421767.906250 Penalty: 2918.760498
	Iteration 14Q: 3 clusters Score -421767.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -421818.375000 Penalty: 2918.760498
	Iteration 15Q: 3 clusters Score -421818.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -421847.687500 Penalty: 2918.760498
	Iteration 16Q: 3 clusters Score -421847.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -421860.718750 Penalty: 2918.760498
	Iteration 17Q: 3 clusters Score -421860.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -421873.562500 Penalty: 2918.760498
	Iteration 18Q: 3 clusters Score -421873.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -421879.781250 Penalty: 2918.760498
	Iteration 19Q: 3 clusters Score -421879.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -421882.500000 Penalty: 2918.760498
	Iteration 20F: 3 clusters Score -421882.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -421885.875000 Penalty: 2918.760498
	Iteration 21Q: 3 clusters Score -421885.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -421886.093750 Penalty: 2918.760498
	Iteration 22Q: 3 clusters Score -421886.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -421886.625000 Penalty: 2918.760498
	Iteration 23Q: 3 clusters Score -421886.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -421887.968750 Penalty: 2918.760498
	Iteration 24Q: 3 clusters Score -421888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -421887.937500 Penalty: 2918.760498
	Iteration 25Q: 3 clusters Score -421887.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -421890.468750 Penalty: 2918.760498
	Iteration 26Q: 3 clusters Score -421890.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -421893.812500 Penalty: 2918.760498
	Iteration 27Q: 3 clusters Score -421893.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -421895.062500 Penalty: 2918.760498
	Iteration 28Q: 3 clusters Score -421895.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -421895.531250 Penalty: 2918.760498
	Iteration 29Q: 3 clusters Score -421895.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -421898.375000 Penalty: 2918.760498
	Iteration 30Q: 3 clusters Score -421898.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -421901.500000 Penalty: 2918.760498
	Iteration 31Q: 3 clusters Score -421901.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -421902.687500 Penalty: 2918.760498
	Iteration 32Q: 3 clusters Score -421902.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -421902.687500 Penalty: 2918.760498
	Iteration 33F: 3 clusters Score -421902.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Entering Unmasked Estep 
Score: -625034.687500 Penalty: 1534.532227
	Iteration 0F: 2 clusters Score -625034.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -616193.250000 Penalty: 3069.064453
	Iteration 0F: 3 clusters Score -616193.2 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -619097.125000 Penalty: 3069.064453
	Iteration 1F: 3 clusters Score -619097.1 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -619373.812500 Penalty: 3069.064453
	Iteration 2F: 3 clusters Score -619373.8 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -619580.187500 Penalty: 3069.064453
	Iteration 3Q: 3 clusters Score -619580.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -619762.562500 Penalty: 3069.064453
	Iteration 4Q: 3 clusters Score -619762.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -619959.937500 Penalty: 3069.064453
	Iteration 5Q: 3 clusters Score -619959.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -620178.750000 Penalty: 3069.064453
	Iteration 6Q: 3 clusters Score -620178.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -620450.500000 Penalty: 3069.064453
	Iteration 7Q: 3 clusters Score -620450.5 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -620803.750000 Penalty: 3069.064453
	Iteration 8Q: 3 clusters Score -620803.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -621174.812500 Penalty: 3069.064453
	Iteration 9Q: 3 clusters Score -621174.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -621641.312500 Penalty: 3069.064453
	Iteration 10Q: 3 clusters Score -621641.3 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -622081.750000 Penalty: 3069.064453
	Iteration 11Q: 3 clusters Score -622081.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -622475.750000 Penalty: 3069.064453
	Iteration 12Q: 3 clusters Score -622475.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -622750.625000 Penalty: 3069.064453
	Iteration 13Q: 3 clusters Score -622750.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -622948.125000 Penalty: 3069.064453
	Iteration 14Q: 3 clusters Score -622948.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -623079.500000 Penalty: 3069.064453
	Iteration 15Q: 3 clusters Score -623079.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -623186.250000 Penalty: 3069.064453
	Iteration 16Q: 3 clusters Score -623186.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -623286.812500 Penalty: 3069.064453
	Iteration 17Q: 3 clusters Score -623286.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -623376.812500 Penalty: 3069.064453
	Iteration 18Q: 3 clusters Score -623376.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -623433.375000 Penalty: 3069.064453
	Iteration 19Q: 3 clusters Score -623433.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -623475.375000 Penalty: 3069.064453
	Iteration 20F: 3 clusters Score -623475.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -623508.375000 Penalty: 3069.064453
	Iteration 21Q: 3 clusters Score -623508.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -623533.000000 Penalty: 3069.064453
	Iteration 22Q: 3 clusters Score -623533 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -623548.000000 Penalty: 3069.064453
	Iteration 23Q: 3 clusters Score -623548 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -623563.687500 Penalty: 3069.064453
	Iteration 24Q: 3 clusters Score -623563.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -623580.687500 Penalty: 3069.064453
	Iteration 25Q: 3 clusters Score -623580.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -623594.437500 Penalty: 3069.064453
	Iteration 26Q: 3 clusters Score -623594.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -623609.250000 Penalty: 3069.064453
	Iteration 27Q: 3 clusters Score -623609.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -623620.062500 Penalty: 3069.064453
	Iteration 28Q: 3 clusters Score -623620.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -623623.375000 Penalty: 3069.064453
	Iteration 29Q: 3 clusters Score -623623.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -623625.937500 Penalty: 3069.064453
	Iteration 30Q: 3 clusters Score -623625.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -623636.750000 Penalty: 3069.064453
	Iteration 31Q: 3 clusters Score -623636.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -623644.625000 Penalty: 3069.064453
	Iteration 32Q: 3 clusters Score -623644.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -623647.250000 Penalty: 3069.064453
	Iteration 33Q: 3 clusters Score -623647.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -623651.937500 Penalty: 3069.064453
	Iteration 34Q: 3 clusters Score -623651.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -623653.375000 Penalty: 3069.064453
	Iteration 35Q: 3 clusters Score -623653.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -623656.437500 Penalty: 3069.064453
	Iteration 36Q: 3 clusters Score -623656.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -623660.562500 Penalty: 3069.064453
	Iteration 37Q: 3 clusters Score -623660.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -623662.750000 Penalty: 3069.064453
	Iteration 38Q: 3 clusters Score -623662.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -623664.125000 Penalty: 3069.064453
	Iteration 39Q: 3 clusters Score -623664.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -623666.000000 Penalty: 3069.064453
	Iteration 40F: 3 clusters Score -623666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -623667.250000 Penalty: 3069.064453
	Iteration 41Q: 3 clusters Score -623667.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -623668.875000 Penalty: 3069.064453
	Iteration 42Q: 3 clusters Score -623668.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -623670.562500 Penalty: 3069.064453
	Iteration 43Q: 3 clusters Score -623670.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -623674.187500 Penalty: 3069.064453
	Iteration 44Q: 3 clusters Score -623674.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -623679.500000 Penalty: 3069.064453
	Iteration 45Q: 3 clusters Score -623679.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -623684.437500 Penalty: 3069.064453
	Iteration 46Q: 3 clusters Score -623684.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -623685.937500 Penalty: 3069.064453
	Iteration 47Q: 3 clusters Score -623685.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -623688.750000 Penalty: 3069.064453
	Iteration 48Q: 3 clusters Score -623688.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -623688.937500 Penalty: 3069.064453
	Iteration 49Q: 3 clusters Score -623688.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -623690.437500 Penalty: 3069.064453
	Iteration 50Q: 3 clusters Score -623690.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -623693.500000 Penalty: 3069.064453
	Iteration 51Q: 3 clusters Score -623693.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -623696.875000 Penalty: 3069.064453
	Iteration 52Q: 3 clusters Score -623696.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -623701.062500 Penalty: 3069.064453
	Iteration 53Q: 3 clusters Score -623701.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -623704.375000 Penalty: 3069.064453
	Iteration 54Q: 3 clusters Score -623704.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -623709.062500 Penalty: 3069.064453
	Iteration 55Q: 3 clusters Score -623709.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -623714.625000 Penalty: 3069.064453
	Iteration 56Q: 3 clusters Score -623714.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -623720.187500 Penalty: 3069.064453
	Iteration 57Q: 3 clusters Score -623720.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -623726.937500 Penalty: 3069.064453
	Iteration 58Q: 3 clusters Score -623726.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -623728.500000 Penalty: 3069.064453
	Iteration 59Q: 3 clusters Score -623728.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -623731.375000 Penalty: 3069.064453
	Iteration 60F: 3 clusters Score -623731.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -623731.687500 Penalty: 3069.064453
	Iteration 61Q: 3 clusters Score -623731.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -623732.000000 Penalty: 3069.064453
	Iteration 62Q: 3 clusters Score -623732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -623732.000000 Penalty: 3069.064453
	Iteration 63F: 3 clusters Score -623732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 4 contains 189832 members 
Mstep: Class 5 contains 23615 members 
Mstep: Class 6 contains 187713 members 
Mstep: Class 9 contains 2710 members 
Mstep: Class 10 contains 42384 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44391 members 
Mstep: Class 19 contains 17386 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7949 members 
Mstep: Class 23 contains 12623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084590.000000 Penalty: 30217.503906
Iteration 159Q: 15 clusters Score -2.908459e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 4 contains 189834 members 
Mstep: Class 5 contains 23621 members 
Mstep: Class 6 contains 187742 members 
Mstep: Class 9 contains 2710 members 
Mstep: Class 10 contains 42381 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44392 members 
Mstep: Class 19 contains 17350 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7950 members 
Mstep: Class 23 contains 12623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084604.000000 Penalty: 30217.503906
Iteration 160F: 15 clusters Score -2.90846e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 4 contains 189839 members 
Mstep: Class 5 contains 23633 members 
Mstep: Class 6 contains 187765 members 
Mstep: Class 9 contains 2711 members 
Mstep: Class 10 contains 42381 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44394 members 
Mstep: Class 19 contains 17309 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7949 members 
Mstep: Class 23 contains 12623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084606.000000 Penalty: 30217.503906
Iteration 161Q: 15 clusters Score -2.908461e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 4 contains 189841 members 
Mstep: Class 5 contains 23642 members 
Mstep: Class 6 contains 187786 members 
Mstep: Class 9 contains 2710 members 
Mstep: Class 10 contains 42380 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44392 members 
Mstep: Class 19 contains 17284 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7949 members 
Mstep: Class 23 contains 12623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084622.000000 Penalty: 30217.503906
Iteration 162Q: 15 clusters Score -2.908462e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 4 contains 189843 members 
Mstep: Class 5 contains 23652 members 
Mstep: Class 6 contains 187803 members 
Mstep: Class 9 contains 2708 members 
Mstep: Class 10 contains 42378 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44392 members 
Mstep: Class 19 contains 17259 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7949 members 
Mstep: Class 23 contains 12624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084602.000000 Penalty: 30217.503906
Iteration 163Q: 15 clusters Score -2.90846e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 4 contains 189844 members 
Mstep: Class 5 contains 23667 members 
Mstep: Class 6 contains 187818 members 
Mstep: Class 9 contains 2709 members 
Mstep: Class 10 contains 42377 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44391 members 
Mstep: Class 19 contains 17230 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7949 members 
Mstep: Class 23 contains 12625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084598.000000 Penalty: 30217.503906
Iteration 164Q: 15 clusters Score -2.90846e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 4 contains 189846 members 
Mstep: Class 5 contains 23675 members 
Mstep: Class 6 contains 187837 members 
Mstep: Class 9 contains 2709 members 
Mstep: Class 10 contains 42373 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44390 members 
Mstep: Class 19 contains 17208 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7949 members 
Mstep: Class 23 contains 12627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084612.000000 Penalty: 30217.503906
Iteration 165Q: 15 clusters Score -2.908461e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 4 contains 189848 members 
Mstep: Class 5 contains 23681 members 
Mstep: Class 6 contains 187856 members 
Mstep: Class 9 contains 2709 members 
Mstep: Class 10 contains 42370 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44389 members 
Mstep: Class 19 contains 17187 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7949 members 
Mstep: Class 23 contains 12629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084580.000000 Penalty: 30217.503906
Iteration 166Q: 15 clusters Score -2.908458e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 4 contains 189848 members 
Mstep: Class 5 contains 23688 members 
Mstep: Class 6 contains 187867 members 
Mstep: Class 9 contains 2709 members 
Mstep: Class 10 contains 42368 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44392 members 
Mstep: Class 19 contains 17171 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7949 members 
Mstep: Class 23 contains 12629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084594.000000 Penalty: 30217.503906
Iteration 167Q: 15 clusters Score -2.908459e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 4 contains 189846 members 
Mstep: Class 5 contains 23697 members 
Mstep: Class 6 contains 187884 members 
Mstep: Class 9 contains 2709 members 
Mstep: Class 10 contains 42367 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44393 members 
Mstep: Class 19 contains 17149 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7948 members 
Mstep: Class 23 contains 12629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084578.000000 Penalty: 30217.503906
Iteration 168Q: 15 clusters Score -2.908458e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 4 contains 189843 members 
Mstep: Class 5 contains 23706 members 
Mstep: Class 6 contains 187910 members 
Mstep: Class 9 contains 2709 members 
Mstep: Class 10 contains 42364 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44389 members 
Mstep: Class 19 contains 17124 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7947 members 
Mstep: Class 23 contains 12629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084560.000000 Penalty: 30217.503906
Iteration 169Q: 15 clusters Score -2.908456e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 4 contains 189843 members 
Mstep: Class 5 contains 23722 members 
Mstep: Class 6 contains 187940 members 
Mstep: Class 9 contains 2708 members 
Mstep: Class 10 contains 42362 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44388 members 
Mstep: Class 19 contains 17084 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7947 members 
Mstep: Class 23 contains 12629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084582.000000 Penalty: 30217.503906
Iteration 170Q: 15 clusters Score -2.908458e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 4 contains 189845 members 
Mstep: Class 5 contains 23741 members 
Mstep: Class 6 contains 187960 members 
Mstep: Class 9 contains 2709 members 
Mstep: Class 10 contains 42363 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44384 members 
Mstep: Class 19 contains 17048 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7946 members 
Mstep: Class 23 contains 12630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084558.000000 Penalty: 30217.503906
Iteration 171Q: 15 clusters Score -2.908456e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 4 contains 189844 members 
Mstep: Class 5 contains 23761 members 
Mstep: Class 6 contains 187973 members 
Mstep: Class 9 contains 2709 members 
Mstep: Class 10 contains 42363 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44383 members 
Mstep: Class 19 contains 17018 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7947 members 
Mstep: Class 23 contains 12631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084572.000000 Penalty: 30217.503906
Iteration 172Q: 15 clusters Score -2.908457e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 4 contains 189844 members 
Mstep: Class 5 contains 23791 members 
Mstep: Class 6 contains 187986 members 
Mstep: Class 9 contains 2709 members 
Mstep: Class 10 contains 42363 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44382 members 
Mstep: Class 19 contains 16978 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7947 members 
Mstep: Class 23 contains 12632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084520.000000 Penalty: 30217.503906
Iteration 173Q: 15 clusters Score -2.908452e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 4 contains 189845 members 
Mstep: Class 5 contains 23815 members 
Mstep: Class 6 contains 187997 members 
Mstep: Class 9 contains 2709 members 
Mstep: Class 10 contains 42363 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44380 members 
Mstep: Class 19 contains 16945 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7947 members 
Mstep: Class 23 contains 12633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084558.000000 Penalty: 30217.503906
Iteration 174Q: 15 clusters Score -2.908456e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 4 contains 189841 members 
Mstep: Class 5 contains 23837 members 
Mstep: Class 6 contains 188010 members 
Mstep: Class 9 contains 2709 members 
Mstep: Class 10 contains 42363 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44379 members 
Mstep: Class 19 contains 16914 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7947 members 
Mstep: Class 23 contains 12634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084552.000000 Penalty: 30217.503906
Iteration 175Q: 15 clusters Score -2.908455e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 4 contains 189843 members 
Mstep: Class 5 contains 23852 members 
Mstep: Class 6 contains 188030 members 
Mstep: Class 9 contains 2710 members 
Mstep: Class 10 contains 42364 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44377 members 
Mstep: Class 19 contains 16876 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7946 members 
Mstep: Class 23 contains 12635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084578.000000 Penalty: 30217.503906
Iteration 176Q: 15 clusters Score -2.908458e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 4 contains 189843 members 
Mstep: Class 5 contains 23870 members 
Mstep: Class 6 contains 188047 members 
Mstep: Class 9 contains 2710 members 
Mstep: Class 10 contains 42365 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44379 members 
Mstep: Class 19 contains 16837 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7946 members 
Mstep: Class 23 contains 12636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084584.000000 Penalty: 30217.503906
Iteration 177Q: 15 clusters Score -2.908458e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 4 contains 189845 members 
Mstep: Class 5 contains 23899 members 
Mstep: Class 6 contains 188065 members 
Mstep: Class 9 contains 2713 members 
Mstep: Class 10 contains 42364 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44382 members 
Mstep: Class 19 contains 16787 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7945 members 
Mstep: Class 23 contains 12636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084602.000000 Penalty: 30217.503906
Iteration 178Q: 15 clusters Score -2.90846e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 4 contains 189843 members 
Mstep: Class 5 contains 23936 members 
Mstep: Class 6 contains 188075 members 
Mstep: Class 9 contains 2713 members 
Mstep: Class 10 contains 42364 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44382 members 
Mstep: Class 19 contains 16743 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 7944 members 
Mstep: Class 23 contains 12637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084594.000000 Penalty: 30217.503906
Iteration 179Q: 15 clusters Score -2.908459e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 2431 members 
Mstep: Class 4 contains 189841 members 
Mstep: Class 5 contains 23977 members 
Mstep: Class 6 contains 188088 members 
Mstep: Class 9 contains 2714 members 
Mstep: Class 10 contains 42364 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44385 members 
Mstep: Class 19 contains 16683 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4368 members 
Mstep: Class 22 contains 7944 members 
Mstep: Class 23 contains 12637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084604.000000 Penalty: 30217.503906
Iteration 180F: 15 clusters Score -2.90846e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 2432 members 
Mstep: Class 4 contains 189839 members 
Mstep: Class 5 contains 24019 members 
Mstep: Class 6 contains 188101 members 
Mstep: Class 9 contains 2716 members 
Mstep: Class 10 contains 42363 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44385 members 
Mstep: Class 19 contains 16626 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 7944 members 
Mstep: Class 23 contains 12637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084660.000000 Penalty: 30217.503906
Iteration 181Q: 15 clusters Score -2.908466e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 2433 members 
Mstep: Class 4 contains 189842 members 
Mstep: Class 5 contains 24056 members 
Mstep: Class 6 contains 188109 members 
Mstep: Class 9 contains 2715 members 
Mstep: Class 10 contains 42363 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44388 members 
Mstep: Class 19 contains 16575 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4368 members 
Mstep: Class 22 contains 7943 members 
Mstep: Class 23 contains 12637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084698.000000 Penalty: 30217.503906
Iteration 182Q: 15 clusters Score -2.90847e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 2435 members 
Mstep: Class 4 contains 189845 members 
Mstep: Class 5 contains 24086 members 
Mstep: Class 6 contains 188125 members 
Mstep: Class 9 contains 2715 members 
Mstep: Class 10 contains 42360 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44387 members 
Mstep: Class 19 contains 16527 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4368 members 
Mstep: Class 22 contains 7943 members 
Mstep: Class 23 contains 12636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084692.000000 Penalty: 30217.503906
Iteration 183Q: 15 clusters Score -2.908469e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 4 contains 189845 members 
Mstep: Class 5 contains 24125 members 
Mstep: Class 6 contains 188146 members 
Mstep: Class 9 contains 2717 members 
Mstep: Class 10 contains 42361 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44385 members 
Mstep: Class 19 contains 16467 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4368 members 
Mstep: Class 22 contains 7943 members 
Mstep: Class 23 contains 12632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084686.000000 Penalty: 30217.503906
Iteration 184Q: 15 clusters Score -2.908469e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 2440 members 
Mstep: Class 4 contains 189850 members 
Mstep: Class 5 contains 24170 members 
Mstep: Class 6 contains 188155 members 
Mstep: Class 9 contains 2718 members 
Mstep: Class 10 contains 42360 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44386 members 
Mstep: Class 19 contains 16413 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4368 members 
Mstep: Class 22 contains 7943 members 
Mstep: Class 23 contains 12627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084702.000000 Penalty: 30217.503906
Iteration 185Q: 15 clusters Score -2.90847e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 2442 members 
Mstep: Class 4 contains 189853 members 
Mstep: Class 5 contains 24202 members 
Mstep: Class 6 contains 188176 members 
Mstep: Class 9 contains 2717 members 
Mstep: Class 10 contains 42357 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44385 members 
Mstep: Class 19 contains 16366 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4368 members 
Mstep: Class 22 contains 7943 members 
Mstep: Class 23 contains 12625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084732.000000 Penalty: 30217.503906
Iteration 186Q: 15 clusters Score -2.908473e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 2444 members 
Mstep: Class 4 contains 189855 members 
Mstep: Class 5 contains 24232 members 
Mstep: Class 6 contains 188189 members 
Mstep: Class 9 contains 2717 members 
Mstep: Class 10 contains 42356 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 17 contains 44382 members 
Mstep: Class 19 contains 16329 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4368 members 
Mstep: Class 22 contains 7943 members 
Mstep: Class 23 contains 12621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084738.000000 Penalty: 30217.503906
Iteration 187Q: 15 clusters Score -2.908474e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 2445 members 
Mstep: Class 4 contains 189859 members 
Mstep: Class 5 contains 24259 members 
Mstep: Class 6 contains 188211 members 
Mstep: Class 9 contains 2715 members 
Mstep: Class 10 contains 42353 members 
Mstep: Class 11 contains 9554 members 
Mstep: Class 17 contains 44382 members 
Mstep: Class 19 contains 16283 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4368 members 
Mstep: Class 22 contains 7943 members 
Mstep: Class 23 contains 12619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084732.000000 Penalty: 30217.503906
Iteration 188Q: 15 clusters Score -2.908473e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 2447 members 
Mstep: Class 4 contains 189859 members 
Mstep: Class 5 contains 24290 members 
Mstep: Class 6 contains 188221 members 
Mstep: Class 9 contains 2717 members 
Mstep: Class 10 contains 42354 members 
Mstep: Class 11 contains 9555 members 
Mstep: Class 17 contains 44376 members 
Mstep: Class 19 contains 16245 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4368 members 
Mstep: Class 22 contains 7943 members 
Mstep: Class 23 contains 12619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084710.000000 Penalty: 30217.503906
Iteration 189Q: 15 clusters Score -2.908471e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 2448 members 
Mstep: Class 4 contains 189857 members 
Mstep: Class 5 contains 24321 members 
Mstep: Class 6 contains 188240 members 
Mstep: Class 9 contains 2716 members 
Mstep: Class 10 contains 42356 members 
Mstep: Class 11 contains 9555 members 
Mstep: Class 17 contains 44372 members 
Mstep: Class 19 contains 16199 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4368 members 
Mstep: Class 22 contains 7943 members 
Mstep: Class 23 contains 12619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084758.000000 Penalty: 30217.503906
Iteration 190Q: 15 clusters Score -2.908476e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 189859 members 
Mstep: Class 5 contains 24364 members 
Mstep: Class 6 contains 188237 members 
Mstep: Class 9 contains 2714 members 
Mstep: Class 10 contains 42357 members 
Mstep: Class 11 contains 9555 members 
Mstep: Class 17 contains 44371 members 
Mstep: Class 19 contains 16154 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4368 members 
Mstep: Class 22 contains 7943 members 
Mstep: Class 23 contains 12620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084692.000000 Penalty: 30217.503906
Iteration 191Q: 15 clusters Score -2.908469e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 189862 members 
Mstep: Class 5 contains 24428 members 
Mstep: Class 6 contains 188241 members 
Mstep: Class 9 contains 2713 members 
Mstep: Class 10 contains 42358 members 
Mstep: Class 11 contains 9555 members 
Mstep: Class 17 contains 44371 members 
Mstep: Class 19 contains 16084 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4368 members 
Mstep: Class 22 contains 7943 members 
Mstep: Class 23 contains 12620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084702.000000 Penalty: 30217.503906
Iteration 192Q: 15 clusters Score -2.90847e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 189869 members 
Mstep: Class 5 contains 24496 members 
Mstep: Class 6 contains 188243 members 
Mstep: Class 9 contains 2713 members 
Mstep: Class 10 contains 42359 members 
Mstep: Class 11 contains 9555 members 
Mstep: Class 17 contains 44369 members 
Mstep: Class 19 contains 16007 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4368 members 
Mstep: Class 22 contains 7943 members 
Mstep: Class 23 contains 12620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084664.000000 Penalty: 30217.503906
Iteration 193Q: 15 clusters Score -2.908466e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 189873 members 
Mstep: Class 5 contains 24567 members 
Mstep: Class 6 contains 188240 members 
Mstep: Class 9 contains 2712 members 
Mstep: Class 10 contains 42357 members 
Mstep: Class 11 contains 9555 members 
Mstep: Class 17 contains 44367 members 
Mstep: Class 19 contains 15940 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4368 members 
Mstep: Class 22 contains 7943 members 
Mstep: Class 23 contains 12621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084626.000000 Penalty: 30217.503906
Iteration 194Q: 15 clusters Score -2.908463e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 189875 members 
Mstep: Class 5 contains 24633 members 
Mstep: Class 6 contains 188244 members 
Mstep: Class 9 contains 2712 members 
Mstep: Class 10 contains 42355 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 17 contains 44364 members 
Mstep: Class 19 contains 15870 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4368 members 
Mstep: Class 22 contains 7943 members 
Mstep: Class 23 contains 12623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084646.000000 Penalty: 30217.503906
Iteration 195Q: 15 clusters Score -2.908465e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 189878 members 
Mstep: Class 5 contains 24693 members 
Mstep: Class 6 contains 188241 members 
Mstep: Class 9 contains 2712 members 
Mstep: Class 10 contains 42360 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 17 contains 44362 members 
Mstep: Class 19 contains 15807 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4368 members 
Mstep: Class 22 contains 7943 members 
Mstep: Class 23 contains 12624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084644.000000 Penalty: 30217.503906
Iteration 196Q: 15 clusters Score -2.908464e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 189888 members 
Mstep: Class 5 contains 24744 members 
Mstep: Class 6 contains 188252 members 
Mstep: Class 9 contains 2714 members 
Mstep: Class 10 contains 42359 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 17 contains 44362 members 
Mstep: Class 19 contains 15737 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4368 members 
Mstep: Class 22 contains 7943 members 
Mstep: Class 23 contains 12625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084640.000000 Penalty: 30217.503906
Iteration 197Q: 15 clusters Score -2.908464e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 189888 members 
Mstep: Class 5 contains 24803 members 
Mstep: Class 6 contains 188270 members 
Mstep: Class 9 contains 2713 members 
Mstep: Class 10 contains 42359 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 17 contains 44358 members 
Mstep: Class 19 contains 15663 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4368 members 
Mstep: Class 22 contains 7943 members 
Mstep: Class 23 contains 12629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084640.000000 Penalty: 30217.503906
Iteration 198Q: 15 clusters Score -2.908464e+07 nChanged 114
Entering ConstructFrom: 
Score: -29084640.000000 Penalty: 30217.503906
Entering ConstructFrom: 
Trying to split cluster 1 (32800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Entering Unmasked Estep 
Score: -1739066.375000 Penalty: 1689.704834
	Iteration 0F: 2 clusters Score -1739066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -1717158.875000 Penalty: 3379.409668
	Iteration 0F: 3 clusters Score -1717159 nChanged 15128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -1725316.125000 Penalty: 3379.409668
	Iteration 1F: 3 clusters Score -1725316 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -1725617.875000 Penalty: 3379.409668
	Iteration 2Q: 3 clusters Score -1725618 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -1725867.625000 Penalty: 3379.409668
	Iteration 3Q: 3 clusters Score -1725868 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -1726082.125000 Penalty: 3379.409668
	Iteration 4Q: 3 clusters Score -1726082 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -1726260.625000 Penalty: 3379.409668
	Iteration 5Q: 3 clusters Score -1726261 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -1726449.625000 Penalty: 3379.409668
	Iteration 6Q: 3 clusters Score -1726450 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -1726681.250000 Penalty: 3379.409668
	Iteration 7Q: 3 clusters Score -1726681 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -1726933.500000 Penalty: 3379.409668
	Iteration 8Q: 3 clusters Score -1726934 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -1727229.875000 Penalty: 3379.409668
	Iteration 9Q: 3 clusters Score -1727230 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -1727565.875000 Penalty: 3379.409668
	Iteration 10Q: 3 clusters Score -1727566 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1727942.625000 Penalty: 3379.409668
	Iteration 11Q: 3 clusters Score -1727943 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1728454.375000 Penalty: 3379.409668
	Iteration 12Q: 3 clusters Score -1728454 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1729113.500000 Penalty: 3379.409668
	Iteration 13Q: 3 clusters Score -1729114 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1729994.000000 Penalty: 3379.409668
	Iteration 14Q: 3 clusters Score -1729994 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1731124.625000 Penalty: 3379.409668
	Iteration 15F: 3 clusters Score -1731125 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1732403.750000 Penalty: 3379.409668
	Iteration 16F: 3 clusters Score -1732404 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1733574.500000 Penalty: 3379.409668
	Iteration 17F: 3 clusters Score -1733574 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1734515.250000 Penalty: 3379.409668
	Iteration 18Q: 3 clusters Score -1734515 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1735257.625000 Penalty: 3379.409668
	Iteration 19Q: 3 clusters Score -1735258 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1735869.250000 Penalty: 3379.409668
	Iteration 20F: 3 clusters Score -1735869 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1736368.750000 Penalty: 3379.409668
	Iteration 21Q: 3 clusters Score -1736369 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1736719.375000 Penalty: 3379.409668
	Iteration 22Q: 3 clusters Score -1736719 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1736971.750000 Penalty: 3379.409668
	Iteration 23Q: 3 clusters Score -1736972 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1737184.250000 Penalty: 3379.409668
	Iteration 24Q: 3 clusters Score -1737184 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1737335.625000 Penalty: 3379.409668
	Iteration 25Q: 3 clusters Score -1737336 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1737451.375000 Penalty: 3379.409668
	Iteration 26Q: 3 clusters Score -1737451 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1737536.875000 Penalty: 3379.409668
	Iteration 27Q: 3 clusters Score -1737537 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1737601.375000 Penalty: 3379.409668
	Iteration 28Q: 3 clusters Score -1737601 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1737644.250000 Penalty: 3379.409668
	Iteration 29Q: 3 clusters Score -1737644 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1737680.625000 Penalty: 3379.409668
	Iteration 30Q: 3 clusters Score -1737681 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1737697.250000 Penalty: 3379.409668
	Iteration 31Q: 3 clusters Score -1737697 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1737728.375000 Penalty: 3379.409668
	Iteration 32Q: 3 clusters Score -1737728 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1737744.500000 Penalty: 3379.409668
	Iteration 33Q: 3 clusters Score -1737744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1737759.125000 Penalty: 3379.409668
	Iteration 34Q: 3 clusters Score -1737759 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1737766.750000 Penalty: 3379.409668
	Iteration 35Q: 3 clusters Score -1737767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1737777.250000 Penalty: 3379.409668
	Iteration 36Q: 3 clusters Score -1737777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1737779.500000 Penalty: 3379.409668
	Iteration 37Q: 3 clusters Score -1737780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1737787.500000 Penalty: 3379.409668
	Iteration 38Q: 3 clusters Score -1737788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1737789.625000 Penalty: 3379.409668
	Iteration 39Q: 3 clusters Score -1737790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1737793.875000 Penalty: 3379.409668
	Iteration 40F: 3 clusters Score -1737794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1737799.250000 Penalty: 3379.409668
	Iteration 41Q: 3 clusters Score -1737799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1737799.375000 Penalty: 3379.409668
	Iteration 42Q: 3 clusters Score -1737799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1737802.250000 Penalty: 3379.409668
	Iteration 43Q: 3 clusters Score -1737802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1737809.500000 Penalty: 3379.409668
	Iteration 44Q: 3 clusters Score -1737810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1737810.500000 Penalty: 3379.409668
	Iteration 45Q: 3 clusters Score -1737810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1737812.250000 Penalty: 3379.409668
	Iteration 46Q: 3 clusters Score -1737812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1737817.000000 Penalty: 3379.409668
	Iteration 47Q: 3 clusters Score -1737817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1737821.875000 Penalty: 3379.409668
	Iteration 48Q: 3 clusters Score -1737822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1737825.875000 Penalty: 3379.409668
	Iteration 49Q: 3 clusters Score -1737826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1737828.250000 Penalty: 3379.409668
	Iteration 50Q: 3 clusters Score -1737828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1737830.750000 Penalty: 3379.409668
	Iteration 51Q: 3 clusters Score -1737831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1737832.875000 Penalty: 3379.409668
	Iteration 52Q: 3 clusters Score -1737833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1737835.250000 Penalty: 3379.409668
	Iteration 53Q: 3 clusters Score -1737835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1737834.625000 Penalty: 3379.409668
	Iteration 54Q: 3 clusters Score -1737835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1737834.625000 Penalty: 3379.409668
	Iteration 55F: 3 clusters Score -1737835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Entering Unmasked Estep 
Score: -112470.976562 Penalty: 1268.124512
	Iteration 0F: 2 clusters Score -112471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -110091.007812 Penalty: 2536.249023
	Iteration 0F: 3 clusters Score -110091 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -110603.195312 Penalty: 2536.249023
	Iteration 1F: 3 clusters Score -110603.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -110719.992188 Penalty: 2536.249023
	Iteration 2F: 3 clusters Score -110720 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -110775.726562 Penalty: 2536.249023
	Iteration 3Q: 3 clusters Score -110775.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -110811.078125 Penalty: 2536.249023
	Iteration 4Q: 3 clusters Score -110811.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -110827.632812 Penalty: 2536.249023
	Iteration 5Q: 3 clusters Score -110827.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -110840.625000 Penalty: 2536.249023
	Iteration 6Q: 3 clusters Score -110840.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -110850.546875 Penalty: 2536.249023
	Iteration 7Q: 3 clusters Score -110850.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -110863.640625 Penalty: 2536.249023
	Iteration 8Q: 3 clusters Score -110863.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -110880.554688 Penalty: 2536.249023
	Iteration 9Q: 3 clusters Score -110880.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -110897.234375 Penalty: 2536.249023
	Iteration 10Q: 3 clusters Score -110897.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -110915.171875 Penalty: 2536.249023
	Iteration 11Q: 3 clusters Score -110915.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -110931.179688 Penalty: 2536.249023
	Iteration 12Q: 3 clusters Score -110931.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -110945.765625 Penalty: 2536.249023
	Iteration 13Q: 3 clusters Score -110945.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -110959.570312 Penalty: 2536.249023
	Iteration 14Q: 3 clusters Score -110959.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -110990.695312 Penalty: 2536.249023
	Iteration 15Q: 3 clusters Score -110990.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -111034.054688 Penalty: 2536.249023
	Iteration 16Q: 3 clusters Score -111034.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -111078.710938 Penalty: 2536.249023
	Iteration 17Q: 3 clusters Score -111078.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -111124.656250 Penalty: 2536.249023
	Iteration 18Q: 3 clusters Score -111124.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -111180.304688 Penalty: 2536.249023
	Iteration 19Q: 3 clusters Score -111180.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -111258.203125 Penalty: 2536.249023
	Iteration 20F: 3 clusters Score -111258.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -111327.070312 Penalty: 2536.249023
	Iteration 21Q: 3 clusters Score -111327.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -111395.531250 Penalty: 2536.249023
	Iteration 22Q: 3 clusters Score -111395.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -111450.085938 Penalty: 2536.249023
	Iteration 23Q: 3 clusters Score -111450.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -111506.773438 Penalty: 2536.249023
	Iteration 24Q: 3 clusters Score -111506.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -111553.031250 Penalty: 2536.249023
	Iteration 25Q: 3 clusters Score -111553 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -111592.218750 Penalty: 2536.249023
	Iteration 26Q: 3 clusters Score -111592.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -111627.625000 Penalty: 2536.249023
	Iteration 27Q: 3 clusters Score -111627.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -111646.140625 Penalty: 2536.249023
	Iteration 28Q: 3 clusters Score -111646.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -111653.406250 Penalty: 2536.249023
	Iteration 29Q: 3 clusters Score -111653.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -111661.617188 Penalty: 2536.249023
	Iteration 30Q: 3 clusters Score -111661.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -111665.656250 Penalty: 2536.249023
	Iteration 31Q: 3 clusters Score -111665.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -111668.921875 Penalty: 2536.249023
	Iteration 32Q: 3 clusters Score -111668.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -111670.476562 Penalty: 2536.249023
	Iteration 33Q: 3 clusters Score -111670.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -111672.304688 Penalty: 2536.249023
	Iteration 34Q: 3 clusters Score -111672.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -111675.203125 Penalty: 2536.249023
	Iteration 35Q: 3 clusters Score -111675.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -111676.632812 Penalty: 2536.249023
	Iteration 36Q: 3 clusters Score -111676.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -111678.796875 Penalty: 2536.249023
	Iteration 37Q: 3 clusters Score -111678.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -111679.484375 Penalty: 2536.249023
	Iteration 38Q: 3 clusters Score -111679.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -111679.679688 Penalty: 2536.249023
	Iteration 39F: 3 clusters Score -111679.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -111683.328125 Penalty: 2536.249023
	Iteration 40F: 3 clusters Score -111683.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -111685.507812 Penalty: 2536.249023
	Iteration 41Q: 3 clusters Score -111685.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -111687.421875 Penalty: 2536.249023
	Iteration 42Q: 3 clusters Score -111687.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -111688.617188 Penalty: 2536.249023
	Iteration 43Q: 3 clusters Score -111688.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -111689.468750 Penalty: 2536.249023
	Iteration 44Q: 3 clusters Score -111689.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -111689.468750 Penalty: 2536.249023
	Iteration 45F: 3 clusters Score -111689.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (189891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189891 members 
Entering Unmasked Estep 
Score: -9967034.000000 Penalty: 1975.058350
	Iteration 0F: 2 clusters Score -9967034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94769 members 
Mstep: Class 2 contains 95122 members 
Entering Unmasked Estep 
Score: -9839445.000000 Penalty: 3950.116699
	Iteration 0F: 3 clusters Score -9839445 nChanged 91863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89924 members 
Mstep: Class 2 contains 99967 members 
Entering Unmasked Estep 
Score: -9897101.000000 Penalty: 3950.116699
	Iteration 1F: 3 clusters Score -9897101 nChanged 9998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86010 members 
Mstep: Class 2 contains 103881 members 
Entering Unmasked Estep 
Score: -9902481.000000 Penalty: 3950.116699
	Iteration 2F: 3 clusters Score -9902481 nChanged 12932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79710 members 
Mstep: Class 2 contains 110181 members 
Entering Unmasked Estep 
Score: -9910782.000000 Penalty: 3950.116699
	Iteration 3F: 3 clusters Score -9910782 nChanged 15208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71010 members 
Mstep: Class 2 contains 118881 members 
Entering Unmasked Estep 
Score: -9921828.000000 Penalty: 3950.116699
	Iteration 4F: 3 clusters Score -9921828 nChanged 14831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61899 members 
Mstep: Class 2 contains 127992 members 
Entering Unmasked Estep 
Score: -9932928.000000 Penalty: 3950.116699
	Iteration 5F: 3 clusters Score -9932928 nChanged 12242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54565 members 
Mstep: Class 2 contains 135326 members 
Entering Unmasked Estep 
Score: -9941434.000000 Penalty: 3950.116699
	Iteration 6F: 3 clusters Score -9941434 nChanged 8742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49557 members 
Mstep: Class 2 contains 140334 members 
Entering Unmasked Estep 
Score: -9947699.000000 Penalty: 3950.116699
	Iteration 7Q: 3 clusters Score -9947699 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45823 members 
Mstep: Class 2 contains 144068 members 
Entering Unmasked Estep 
Score: -9953373.000000 Penalty: 3950.116699
	Iteration 8Q: 3 clusters Score -9953373 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42529 members 
Mstep: Class 2 contains 147362 members 
Entering Unmasked Estep 
Score: -9958718.000000 Penalty: 3950.116699
	Iteration 9Q: 3 clusters Score -9958718 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 150166 members 
Entering Unmasked Estep 
Score: -9961698.000000 Penalty: 3950.116699
	Iteration 10Q: 3 clusters Score -9961698 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 152325 members 
Entering Unmasked Estep 
Score: -9962705.000000 Penalty: 3950.116699
	Iteration 11Q: 3 clusters Score -9962705 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 154079 members 
Entering Unmasked Estep 
Score: -9963281.000000 Penalty: 3950.116699
	Iteration 12Q: 3 clusters Score -9963281 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 155512 members 
Entering Unmasked Estep 
Score: -9963644.000000 Penalty: 3950.116699
	Iteration 13Q: 3 clusters Score -9963644 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 156774 members 
Entering Unmasked Estep 
Score: -9963879.000000 Penalty: 3950.116699
	Iteration 14Q: 3 clusters Score -9963879 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31943 members 
Mstep: Class 2 contains 157948 members 
Entering Unmasked Estep 
Score: -9964088.000000 Penalty: 3950.116699
	Iteration 15Q: 3 clusters Score -9964088 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 159087 members 
Entering Unmasked Estep 
Score: -9964293.000000 Penalty: 3950.116699
	Iteration 16Q: 3 clusters Score -9964293 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 160136 members 
Entering Unmasked Estep 
Score: -9964481.000000 Penalty: 3950.116699
	Iteration 17Q: 3 clusters Score -9964481 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 161098 members 
Entering Unmasked Estep 
Score: -9964593.000000 Penalty: 3950.116699
	Iteration 18Q: 3 clusters Score -9964593 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 161990 members 
Entering Unmasked Estep 
Score: -9964703.000000 Penalty: 3950.116699
	Iteration 19Q: 3 clusters Score -9964703 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 162820 members 
Entering Unmasked Estep 
Score: -9964860.000000 Penalty: 3950.116699
	Iteration 20F: 3 clusters Score -9964860 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 163651 members 
Entering Unmasked Estep 
Score: -9965014.000000 Penalty: 3950.116699
	Iteration 21Q: 3 clusters Score -9965014 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 164444 members 
Entering Unmasked Estep 
Score: -9965120.000000 Penalty: 3950.116699
	Iteration 22Q: 3 clusters Score -9965120 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 165216 members 
Entering Unmasked Estep 
Score: -9965195.000000 Penalty: 3950.116699
	Iteration 23Q: 3 clusters Score -9965195 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 165915 members 
Entering Unmasked Estep 
Score: -9965337.000000 Penalty: 3950.116699
	Iteration 24Q: 3 clusters Score -9965337 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 166584 members 
Entering Unmasked Estep 
Score: -9965433.000000 Penalty: 3950.116699
	Iteration 25Q: 3 clusters Score -9965433 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 167210 members 
Entering Unmasked Estep 
Score: -9965514.000000 Penalty: 3950.116699
	Iteration 26Q: 3 clusters Score -9965514 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 167782 members 
Entering Unmasked Estep 
Score: -9965614.000000 Penalty: 3950.116699
	Iteration 27Q: 3 clusters Score -9965614 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 168376 members 
Entering Unmasked Estep 
Score: -9965647.000000 Penalty: 3950.116699
	Iteration 28Q: 3 clusters Score -9965647 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 168944 members 
Entering Unmasked Estep 
Score: -9965780.000000 Penalty: 3950.116699
	Iteration 29Q: 3 clusters Score -9965780 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 169496 members 
Entering Unmasked Estep 
Score: -9965894.000000 Penalty: 3950.116699
	Iteration 30Q: 3 clusters Score -9965894 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 170050 members 
Entering Unmasked Estep 
Score: -9965941.000000 Penalty: 3950.116699
	Iteration 31Q: 3 clusters Score -9965941 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 170559 members 
Entering Unmasked Estep 
Score: -9965964.000000 Penalty: 3950.116699
	Iteration 32Q: 3 clusters Score -9965964 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 171053 members 
Entering Unmasked Estep 
Score: -9966019.000000 Penalty: 3950.116699
	Iteration 33Q: 3 clusters Score -9966019 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 171554 members 
Entering Unmasked Estep 
Score: -9966105.000000 Penalty: 3950.116699
	Iteration 34Q: 3 clusters Score -9966105 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 172019 members 
Entering Unmasked Estep 
Score: -9966196.000000 Penalty: 3950.116699
	Iteration 35Q: 3 clusters Score -9966196 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 172445 members 
Entering Unmasked Estep 
Score: -9966215.000000 Penalty: 3950.116699
	Iteration 36Q: 3 clusters Score -9966215 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 172835 members 
Entering Unmasked Estep 
Score: -9966238.000000 Penalty: 3950.116699
	Iteration 37Q: 3 clusters Score -9966238 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 173193 members 
Entering Unmasked Estep 
Score: -9966273.000000 Penalty: 3950.116699
	Iteration 38Q: 3 clusters Score -9966273 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 173548 members 
Entering Unmasked Estep 
Score: -9966332.000000 Penalty: 3950.116699
	Iteration 39Q: 3 clusters Score -9966332 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 173895 members 
Entering Unmasked Estep 
Score: -9966377.000000 Penalty: 3950.116699
	Iteration 40F: 3 clusters Score -9966377 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 174250 members 
Entering Unmasked Estep 
Score: -9966405.000000 Penalty: 3950.116699
	Iteration 41Q: 3 clusters Score -9966405 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 174584 members 
Entering Unmasked Estep 
Score: -9966491.000000 Penalty: 3950.116699
	Iteration 42Q: 3 clusters Score -9966491 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 174916 members 
Entering Unmasked Estep 
Score: -9966507.000000 Penalty: 3950.116699
	Iteration 43Q: 3 clusters Score -9966507 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 175227 members 
Entering Unmasked Estep 
Score: -9966535.000000 Penalty: 3950.116699
	Iteration 44Q: 3 clusters Score -9966535 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 175520 members 
Entering Unmasked Estep 
Score: -9966574.000000 Penalty: 3950.116699
	Iteration 45Q: 3 clusters Score -9966574 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 175793 members 
Entering Unmasked Estep 
Score: -9966621.000000 Penalty: 3950.116699
	Iteration 46Q: 3 clusters Score -9966621 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 176064 members 
Entering Unmasked Estep 
Score: -9966595.000000 Penalty: 3950.116699
	Iteration 47Q: 3 clusters Score -9966595 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 176304 members 
Entering Unmasked Estep 
Score: -9966652.000000 Penalty: 3950.116699
	Iteration 48Q: 3 clusters Score -9966652 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 176519 members 
Entering Unmasked Estep 
Score: -9966689.000000 Penalty: 3950.116699
	Iteration 49Q: 3 clusters Score -9966689 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 176728 members 
Entering Unmasked Estep 
Score: -9966707.000000 Penalty: 3950.116699
	Iteration 50Q: 3 clusters Score -9966707 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 176932 members 
Entering Unmasked Estep 
Score: -9966733.000000 Penalty: 3950.116699
	Iteration 51Q: 3 clusters Score -9966733 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 177119 members 
Entering Unmasked Estep 
Score: -9966696.000000 Penalty: 3950.116699
	Iteration 52Q: 3 clusters Score -9966696 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 177319 members 
Entering Unmasked Estep 
Score: -9966697.000000 Penalty: 3950.116699
	Iteration 53Q: 3 clusters Score -9966697 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 177536 members 
Entering Unmasked Estep 
Score: -9966731.000000 Penalty: 3950.116699
	Iteration 54Q: 3 clusters Score -9966731 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 177749 members 
Entering Unmasked Estep 
Score: -9966731.000000 Penalty: 3950.116699
	Iteration 55Q: 3 clusters Score -9966731 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 177977 members 
Entering Unmasked Estep 
Score: -9966779.000000 Penalty: 3950.116699
	Iteration 56Q: 3 clusters Score -9966779 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 178215 members 
Entering Unmasked Estep 
Score: -9966809.000000 Penalty: 3950.116699
	Iteration 57Q: 3 clusters Score -9966809 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 178421 members 
Entering Unmasked Estep 
Score: -9966810.000000 Penalty: 3950.116699
	Iteration 58Q: 3 clusters Score -9966810 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 178608 members 
Entering Unmasked Estep 
Score: -9966814.000000 Penalty: 3950.116699
	Iteration 59Q: 3 clusters Score -9966814 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 178790 members 
Entering Unmasked Estep 
Score: -9966847.000000 Penalty: 3950.116699
	Iteration 60F: 3 clusters Score -9966847 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 178978 members 
Entering Unmasked Estep 
Score: -9966880.000000 Penalty: 3950.116699
	Iteration 61Q: 3 clusters Score -9966880 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 179138 members 
Entering Unmasked Estep 
Score: -9966876.000000 Penalty: 3950.116699
	Iteration 62Q: 3 clusters Score -9966876 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 179315 members 
Entering Unmasked Estep 
Score: -9966899.000000 Penalty: 3950.116699
	Iteration 63Q: 3 clusters Score -9966899 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 179496 members 
Entering Unmasked Estep 
Score: -9966930.000000 Penalty: 3950.116699
	Iteration 64Q: 3 clusters Score -9966930 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 179691 members 
Entering Unmasked Estep 
Score: -9966914.000000 Penalty: 3950.116699
	Iteration 65Q: 3 clusters Score -9966914 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 179859 members 
Entering Unmasked Estep 
Score: -9966952.000000 Penalty: 3950.116699
	Iteration 66Q: 3 clusters Score -9966952 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 180011 members 
Entering Unmasked Estep 
Score: -9966967.000000 Penalty: 3950.116699
	Iteration 67Q: 3 clusters Score -9966967 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 180138 members 
Entering Unmasked Estep 
Score: -9966990.000000 Penalty: 3950.116699
	Iteration 68Q: 3 clusters Score -9966990 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 180266 members 
Entering Unmasked Estep 
Score: -9966984.000000 Penalty: 3950.116699
	Iteration 69Q: 3 clusters Score -9966984 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 180384 members 
Entering Unmasked Estep 
Score: -9966968.000000 Penalty: 3950.116699
	Iteration 70Q: 3 clusters Score -9966968 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 180493 members 
Entering Unmasked Estep 
Score: -9966966.000000 Penalty: 3950.116699
	Iteration 71Q: 3 clusters Score -9966966 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 180585 members 
Entering Unmasked Estep 
Score: -9966962.000000 Penalty: 3950.116699
	Iteration 72Q: 3 clusters Score -9966962 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 180672 members 
Entering Unmasked Estep 
Score: -9966975.000000 Penalty: 3950.116699
	Iteration 73Q: 3 clusters Score -9966975 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 180759 members 
Entering Unmasked Estep 
Score: -9967005.000000 Penalty: 3950.116699
	Iteration 74Q: 3 clusters Score -9967005 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 180843 members 
Entering Unmasked Estep 
Score: -9966996.000000 Penalty: 3950.116699
	Iteration 75Q: 3 clusters Score -9966996 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 180941 members 
Entering Unmasked Estep 
Score: -9967003.000000 Penalty: 3950.116699
	Iteration 76Q: 3 clusters Score -9967003 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 181026 members 
Entering Unmasked Estep 
Score: -9967029.000000 Penalty: 3950.116699
	Iteration 77Q: 3 clusters Score -9967029 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 181090 members 
Entering Unmasked Estep 
Score: -9967023.000000 Penalty: 3950.116699
	Iteration 78Q: 3 clusters Score -9967023 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 181139 members 
Entering Unmasked Estep 
Score: -9967025.000000 Penalty: 3950.116699
	Iteration 79Q: 3 clusters Score -9967025 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 181192 members 
Entering Unmasked Estep 
Score: -9967030.000000 Penalty: 3950.116699
	Iteration 80F: 3 clusters Score -9967030 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 181230 members 
Entering Unmasked Estep 
Score: -9967014.000000 Penalty: 3950.116699
	Iteration 81Q: 3 clusters Score -9967014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 181264 members 
Entering Unmasked Estep 
Score: -9967012.000000 Penalty: 3950.116699
	Iteration 82Q: 3 clusters Score -9967012 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 181301 members 
Entering Unmasked Estep 
Score: -9967009.000000 Penalty: 3950.116699
	Iteration 83Q: 3 clusters Score -9967009 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 181334 members 
Entering Unmasked Estep 
Score: -9967005.000000 Penalty: 3950.116699
	Iteration 84Q: 3 clusters Score -9967005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 181359 members 
Entering Unmasked Estep 
Score: -9967013.000000 Penalty: 3950.116699
	Iteration 85Q: 3 clusters Score -9967013 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 181383 members 
Entering Unmasked Estep 
Score: -9967007.000000 Penalty: 3950.116699
	Iteration 86Q: 3 clusters Score -9967007 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 181402 members 
Entering Unmasked Estep 
Score: -9967004.000000 Penalty: 3950.116699
	Iteration 87Q: 3 clusters Score -9967004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 181418 members 
Entering Unmasked Estep 
Score: -9967003.000000 Penalty: 3950.116699
	Iteration 88Q: 3 clusters Score -9967003 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 181437 members 
Entering Unmasked Estep 
Score: -9966999.000000 Penalty: 3950.116699
	Iteration 89Q: 3 clusters Score -9966999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 181455 members 
Entering Unmasked Estep 
Score: -9967000.000000 Penalty: 3950.116699
	Iteration 90Q: 3 clusters Score -9967000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 181479 members 
Entering Unmasked Estep 
Score: -9967021.000000 Penalty: 3950.116699
	Iteration 91Q: 3 clusters Score -9967021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 181500 members 
Entering Unmasked Estep 
Score: -9967014.000000 Penalty: 3950.116699
	Iteration 92Q: 3 clusters Score -9967014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 181516 members 
Entering Unmasked Estep 
Score: -9967009.000000 Penalty: 3950.116699
	Iteration 93Q: 3 clusters Score -9967009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 181529 members 
Entering Unmasked Estep 
Score: -9966998.000000 Penalty: 3950.116699
	Iteration 94Q: 3 clusters Score -9966998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 181540 members 
Entering Unmasked Estep 
Score: -9967003.000000 Penalty: 3950.116699
	Iteration 95Q: 3 clusters Score -9967003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 181550 members 
Entering Unmasked Estep 
Score: -9967009.000000 Penalty: 3950.116699
	Iteration 96Q: 3 clusters Score -9967009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 181560 members 
Entering Unmasked Estep 
Score: -9967004.000000 Penalty: 3950.116699
	Iteration 97Q: 3 clusters Score -9967004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 181570 members 
Entering Unmasked Estep 
Score: -9967002.000000 Penalty: 3950.116699
	Iteration 98Q: 3 clusters Score -9967002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 181579 members 
Entering Unmasked Estep 
Score: -9967003.000000 Penalty: 3950.116699
	Iteration 99Q: 3 clusters Score -9967003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 181585 members 
Entering Unmasked Estep 
Score: -9967006.000000 Penalty: 3950.116699
	Iteration 100F: 3 clusters Score -9967006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 181593 members 
Entering Unmasked Estep 
Score: -9967004.000000 Penalty: 3950.116699
	Iteration 101Q: 3 clusters Score -9967004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 181604 members 
Entering Unmasked Estep 
Score: -9966998.000000 Penalty: 3950.116699
	Iteration 102Q: 3 clusters Score -9966998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 181623 members 
Entering Unmasked Estep 
Score: -9967004.000000 Penalty: 3950.116699
	Iteration 103Q: 3 clusters Score -9967004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 181644 members 
Entering Unmasked Estep 
Score: -9966999.000000 Penalty: 3950.116699
	Iteration 104Q: 3 clusters Score -9966999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 181662 members 
Entering Unmasked Estep 
Score: -9966999.000000 Penalty: 3950.116699
	Iteration 105Q: 3 clusters Score -9966999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 181674 members 
Entering Unmasked Estep 
Score: -9967015.000000 Penalty: 3950.116699
	Iteration 106Q: 3 clusters Score -9967015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 181684 members 
Entering Unmasked Estep 
Score: -9967015.000000 Penalty: 3950.116699
	Iteration 107Q: 3 clusters Score -9967015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 181696 members 
Entering Unmasked Estep 
Score: -9967014.000000 Penalty: 3950.116699
	Iteration 108Q: 3 clusters Score -9967014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 181707 members 
Entering Unmasked Estep 
Score: -9967024.000000 Penalty: 3950.116699
	Iteration 109Q: 3 clusters Score -9967024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 181720 members 
Entering Unmasked Estep 
Score: -9967022.000000 Penalty: 3950.116699
	Iteration 110Q: 3 clusters Score -9967022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 181727 members 
Entering Unmasked Estep 
Score: -9967017.000000 Penalty: 3950.116699
	Iteration 111Q: 3 clusters Score -9967017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 181732 members 
Entering Unmasked Estep 
Score: -9967010.000000 Penalty: 3950.116699
	Iteration 112Q: 3 clusters Score -9967010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 181733 members 
Entering Unmasked Estep 
Score: -9967013.000000 Penalty: 3950.116699
	Iteration 113Q: 3 clusters Score -9967013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 181733 members 
Entering Unmasked Estep 
Score: -9967013.000000 Penalty: 3950.116699
	Iteration 114F: 3 clusters Score -9967013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Entering Unmasked Estep 
Score: -1286823.500000 Penalty: 1644.606079
	Iteration 0F: 2 clusters Score -1286824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1269977.750000 Penalty: 3289.212158
	Iteration 0F: 3 clusters Score -1269978 nChanged 11344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1276329 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1276949 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1277653.125000 Penalty: 3289.212158
	Iteration 3F: 3 clusters Score -1277653 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1278414.375000 Penalty: 3289.212158
	Iteration 4F: 3 clusters Score -1278414 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1279180.125000 Penalty: 3289.212158
	Iteration 5F: 3 clusters Score -1279180 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1280056.000000 Penalty: 3289.212158
	Iteration 6F: 3 clusters Score -1280056 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1281011.625000 Penalty: 3289.212158
	Iteration 7F: 3 clusters Score -1281012 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1281915.000000 Penalty: 3289.212158
	Iteration 8F: 3 clusters Score -1281915 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1282590.625000 Penalty: 3289.212158
	Iteration 9Q: 3 clusters Score -1282591 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1282952.000000 Penalty: 3289.212158
	Iteration 10Q: 3 clusters Score -1282952 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1283124.000000 Penalty: 3289.212158
	Iteration 11Q: 3 clusters Score -1283124 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -1283232.500000 Penalty: 3289.212158
	Iteration 12Q: 3 clusters Score -1283232 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1283293.250000 Penalty: 3289.212158
	Iteration 13Q: 3 clusters Score -1283293 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1283340.625000 Penalty: 3289.212158
	Iteration 14Q: 3 clusters Score -1283341 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -1283364.625000 Penalty: 3289.212158
	Iteration 15Q: 3 clusters Score -1283365 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -1283398.625000 Penalty: 3289.212158
	Iteration 16Q: 3 clusters Score -1283399 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1283438.750000 Penalty: 3289.212158
	Iteration 17Q: 3 clusters Score -1283439 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -1283473.500000 Penalty: 3289.212158
	Iteration 18Q: 3 clusters Score -1283474 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -1283509.000000 Penalty: 3289.212158
	Iteration 19Q: 3 clusters Score -1283509 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -1283553.750000 Penalty: 3289.212158
	Iteration 20F: 3 clusters Score -1283554 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -1283597.250000 Penalty: 3289.212158
	Iteration 21Q: 3 clusters Score -1283597 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -1283637.750000 Penalty: 3289.212158
	Iteration 22Q: 3 clusters Score -1283638 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -1283691.250000 Penalty: 3289.212158
	Iteration 23Q: 3 clusters Score -1283691 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -1283729.000000 Penalty: 3289.212158
	Iteration 24Q: 3 clusters Score -1283729 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -1283776.000000 Penalty: 3289.212158
	Iteration 25Q: 3 clusters Score -1283776 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -1283819.250000 Penalty: 3289.212158
	Iteration 26Q: 3 clusters Score -1283819 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -1283861.125000 Penalty: 3289.212158
	Iteration 27Q: 3 clusters Score -1283861 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -1283906.250000 Penalty: 3289.212158
	Iteration 28Q: 3 clusters Score -1283906 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -1283948.125000 Penalty: 3289.212158
	Iteration 29Q: 3 clusters Score -1283948 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -1283983.500000 Penalty: 3289.212158
	Iteration 30Q: 3 clusters Score -1283984 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -1284010.875000 Penalty: 3289.212158
	Iteration 31Q: 3 clusters Score -1284011 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -1284042.875000 Penalty: 3289.212158
	Iteration 32Q: 3 clusters Score -1284043 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -1284072.250000 Penalty: 3289.212158
	Iteration 33Q: 3 clusters Score -1284072 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -1284107.750000 Penalty: 3289.212158
	Iteration 34Q: 3 clusters Score -1284108 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -1284143.500000 Penalty: 3289.212158
	Iteration 35Q: 3 clusters Score -1284144 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -1284185.250000 Penalty: 3289.212158
	Iteration 36Q: 3 clusters Score -1284185 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -1284227.625000 Penalty: 3289.212158
	Iteration 37Q: 3 clusters Score -1284228 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -1284267.750000 Penalty: 3289.212158
	Iteration 38Q: 3 clusters Score -1284268 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -1284328.500000 Penalty: 3289.212158
	Iteration 39Q: 3 clusters Score -1284328 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -1284374.000000 Penalty: 3289.212158
	Iteration 40F: 3 clusters Score -1284374 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -1284445.375000 Penalty: 3289.212158
	Iteration 41Q: 3 clusters Score -1284445 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -1284504.875000 Penalty: 3289.212158
	Iteration 42Q: 3 clusters Score -1284505 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -1284568.750000 Penalty: 3289.212158
	Iteration 43Q: 3 clusters Score -1284569 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -1284640.875000 Penalty: 3289.212158
	Iteration 44Q: 3 clusters Score -1284641 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -1284712.500000 Penalty: 3289.212158
	Iteration 45Q: 3 clusters Score -1284712 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -1284792.250000 Penalty: 3289.212158
	Iteration 46Q: 3 clusters Score -1284792 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -1284868.875000 Penalty: 3289.212158
	Iteration 47Q: 3 clusters Score -1284869 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -1284948.500000 Penalty: 3289.212158
	Iteration 48Q: 3 clusters Score -1284948 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -1285018.375000 Penalty: 3289.212158
	Iteration 49Q: 3 clusters Score -1285018 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -1285086.000000 Penalty: 3289.212158
	Iteration 50Q: 3 clusters Score -1285086 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -1285133.750000 Penalty: 3289.212158
	Iteration 51Q: 3 clusters Score -1285134 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -1285178.000000 Penalty: 3289.212158
	Iteration 52Q: 3 clusters Score -1285178 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -1285213.125000 Penalty: 3289.212158
	Iteration 53Q: 3 clusters Score -1285213 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -1285247.625000 Penalty: 3289.212158
	Iteration 54Q: 3 clusters Score -1285248 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -1285282.625000 Penalty: 3289.212158
	Iteration 55Q: 3 clusters Score -1285283 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -1285319.375000 Penalty: 3289.212158
	Iteration 56Q: 3 clusters Score -1285319 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -1285355.750000 Penalty: 3289.212158
	Iteration 57Q: 3 clusters Score -1285356 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -1285396.625000 Penalty: 3289.212158
	Iteration 58Q: 3 clusters Score -1285397 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -1285438.000000 Penalty: 3289.212158
	Iteration 59Q: 3 clusters Score -1285438 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -1285481.500000 Penalty: 3289.212158
	Iteration 60F: 3 clusters Score -1285482 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -1285524.500000 Penalty: 3289.212158
	Iteration 61Q: 3 clusters Score -1285524 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -1285565.500000 Penalty: 3289.212158
	Iteration 62Q: 3 clusters Score -1285566 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -1285596.000000 Penalty: 3289.212158
	Iteration 63Q: 3 clusters Score -1285596 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -1285632.125000 Penalty: 3289.212158
	Iteration 64Q: 3 clusters Score -1285632 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -1285657.125000 Penalty: 3289.212158
	Iteration 65Q: 3 clusters Score -1285657 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -1285674.875000 Penalty: 3289.212158
	Iteration 66Q: 3 clusters Score -1285675 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -1285696.000000 Penalty: 3289.212158
	Iteration 67Q: 3 clusters Score -1285696 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -1285712.625000 Penalty: 3289.212158
	Iteration 68Q: 3 clusters Score -1285713 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -1285726.750000 Penalty: 3289.212158
	Iteration 69Q: 3 clusters Score -1285727 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -1285729.000000 Penalty: 3289.212158
	Iteration 70Q: 3 clusters Score -1285729 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -1285739.625000 Penalty: 3289.212158
	Iteration 71Q: 3 clusters Score -1285740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -1285741.125000 Penalty: 3289.212158
	Iteration 72Q: 3 clusters Score -1285741 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -1285747.875000 Penalty: 3289.212158
	Iteration 73Q: 3 clusters Score -1285748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -1285751.500000 Penalty: 3289.212158
	Iteration 74Q: 3 clusters Score -1285752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -1285751.375000 Penalty: 3289.212158
	Iteration 75Q: 3 clusters Score -1285751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -1285754.875000 Penalty: 3289.212158
	Iteration 76Q: 3 clusters Score -1285755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -1285755.625000 Penalty: 3289.212158
	Iteration 77Q: 3 clusters Score -1285756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -1285760.125000 Penalty: 3289.212158
	Iteration 78Q: 3 clusters Score -1285760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -1285761.875000 Penalty: 3289.212158
	Iteration 79Q: 3 clusters Score -1285762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -1285763.500000 Penalty: 3289.212158
	Iteration 80F: 3 clusters Score -1285764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -1285765.875000 Penalty: 3289.212158
	Iteration 81Q: 3 clusters Score -1285766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -1285771.125000 Penalty: 3289.212158
	Iteration 82Q: 3 clusters Score -1285771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -1285774.125000 Penalty: 3289.212158
	Iteration 83Q: 3 clusters Score -1285774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -1285777.750000 Penalty: 3289.212158
	Iteration 84Q: 3 clusters Score -1285778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -1285781.750000 Penalty: 3289.212158
	Iteration 85Q: 3 clusters Score -1285782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -1285785.000000 Penalty: 3289.212158
	Iteration 86Q: 3 clusters Score -1285785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -1285790.375000 Penalty: 3289.212158
	Iteration 87Q: 3 clusters Score -1285790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -1285792.250000 Penalty: 3289.212158
	Iteration 88Q: 3 clusters Score -1285792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -1285792.750000 Penalty: 3289.212158
	Iteration 89Q: 3 clusters Score -1285793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -1285797.000000 Penalty: 3289.212158
	Iteration 90Q: 3 clusters Score -1285797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -1285798.000000 Penalty: 3289.212158
	Iteration 91Q: 3 clusters Score -1285798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -1285797.000000 Penalty: 3289.212158
	Iteration 92Q: 3 clusters Score -1285797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -1285799.125000 Penalty: 3289.212158
	Iteration 93Q: 3 clusters Score -1285799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -1285799.250000 Penalty: 3289.212158
	Iteration 94Q: 3 clusters Score -1285799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -1285801.125000 Penalty: 3289.212158
	Iteration 95Q: 3 clusters Score -1285801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -1285803.625000 Penalty: 3289.212158
	Iteration 96Q: 3 clusters Score -1285804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -1285800.125000 Penalty: 3289.212158
	Iteration 97Q: 3 clusters Score -1285800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -1285802.625000 Penalty: 3289.212158
	Iteration 98Q: 3 clusters Score -1285803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -1285802.875000 Penalty: 3289.212158
	Iteration 99Q: 3 clusters Score -1285803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -1285805.500000 Penalty: 3289.212158
	Iteration 100F: 3 clusters Score -1285806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -1285806.125000 Penalty: 3289.212158
	Iteration 101Q: 3 clusters Score -1285806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -1285807.000000 Penalty: 3289.212158
	Iteration 102Q: 3 clusters Score -1285807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -1285807.000000 Penalty: 3289.212158
	Iteration 103F: 3 clusters Score -1285807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (188283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188283 members 
Entering Unmasked Estep 
Score: -9478228.000000 Penalty: 1973.676514
	Iteration 0F: 2 clusters Score -9478228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94143 members 
Mstep: Class 2 contains 94140 members 
Entering Unmasked Estep 
Score: -9351896.000000 Penalty: 3947.353027
	Iteration 0F: 3 clusters Score -9351896 nChanged 90977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93322 members 
Mstep: Class 2 contains 94961 members 
Entering Unmasked Estep 
Score: -9406789.000000 Penalty: 3947.353027
	Iteration 1F: 3 clusters Score -9406789 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92638 members 
Mstep: Class 2 contains 95645 members 
Entering Unmasked Estep 
Score: -9408537.000000 Penalty: 3947.353027
	Iteration 2Q: 3 clusters Score -9408537 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91571 members 
Mstep: Class 2 contains 96712 members 
Entering Unmasked Estep 
Score: -9410868.000000 Penalty: 3947.353027
	Iteration 3Q: 3 clusters Score -9410868 nChanged 8165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89800 members 
Mstep: Class 2 contains 98483 members 
Entering Unmasked Estep 
Score: -9414206.000000 Penalty: 3947.353027
	Iteration 4Q: 3 clusters Score -9414206 nChanged 9670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87152 members 
Mstep: Class 2 contains 101131 members 
Entering Unmasked Estep 
Score: -9418859.000000 Penalty: 3947.353027
	Iteration 5F: 3 clusters Score -9418859 nChanged 10724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83534 members 
Mstep: Class 2 contains 104749 members 
Entering Unmasked Estep 
Score: -9424724.000000 Penalty: 3947.353027
	Iteration 6F: 3 clusters Score -9424724 nChanged 11467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79067 members 
Mstep: Class 2 contains 109216 members 
Entering Unmasked Estep 
Score: -9431640.000000 Penalty: 3947.353027
	Iteration 7F: 3 clusters Score -9431640 nChanged 11180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74349 members 
Mstep: Class 2 contains 113934 members 
Entering Unmasked Estep 
Score: -9439024.000000 Penalty: 3947.353027
	Iteration 8F: 3 clusters Score -9439024 nChanged 9990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69969 members 
Mstep: Class 2 contains 118314 members 
Entering Unmasked Estep 
Score: -9445184.000000 Penalty: 3947.353027
	Iteration 9F: 3 clusters Score -9445184 nChanged 7797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66114 members 
Mstep: Class 2 contains 122169 members 
Entering Unmasked Estep 
Score: -9449133.000000 Penalty: 3947.353027
	Iteration 10Q: 3 clusters Score -9449133 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62553 members 
Mstep: Class 2 contains 125730 members 
Entering Unmasked Estep 
Score: -9451279.000000 Penalty: 3947.353027
	Iteration 11Q: 3 clusters Score -9451279 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58995 members 
Mstep: Class 2 contains 129288 members 
Entering Unmasked Estep 
Score: -9452690.000000 Penalty: 3947.353027
	Iteration 12Q: 3 clusters Score -9452690 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55219 members 
Mstep: Class 2 contains 133064 members 
Entering Unmasked Estep 
Score: -9454144.000000 Penalty: 3947.353027
	Iteration 13Q: 3 clusters Score -9454144 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51225 members 
Mstep: Class 2 contains 137058 members 
Entering Unmasked Estep 
Score: -9455780.000000 Penalty: 3947.353027
	Iteration 14Q: 3 clusters Score -9455780 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47067 members 
Mstep: Class 2 contains 141216 members 
Entering Unmasked Estep 
Score: -9457653.000000 Penalty: 3947.353027
	Iteration 15Q: 3 clusters Score -9457653 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 145438 members 
Entering Unmasked Estep 
Score: -9459490.000000 Penalty: 3947.353027
	Iteration 16Q: 3 clusters Score -9459490 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 149600 members 
Entering Unmasked Estep 
Score: -9461573.000000 Penalty: 3947.353027
	Iteration 17Q: 3 clusters Score -9461573 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 153842 members 
Entering Unmasked Estep 
Score: -9463719.000000 Penalty: 3947.353027
	Iteration 18Q: 3 clusters Score -9463719 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 157904 members 
Entering Unmasked Estep 
Score: -9465979.000000 Penalty: 3947.353027
	Iteration 19Q: 3 clusters Score -9465979 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 161686 members 
Entering Unmasked Estep 
Score: -9468095.000000 Penalty: 3947.353027
	Iteration 20F: 3 clusters Score -9468095 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 165212 members 
Entering Unmasked Estep 
Score: -9470152.000000 Penalty: 3947.353027
	Iteration 21Q: 3 clusters Score -9470152 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 168185 members 
Entering Unmasked Estep 
Score: -9471827.000000 Penalty: 3947.353027
	Iteration 22Q: 3 clusters Score -9471827 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 170768 members 
Entering Unmasked Estep 
Score: -9473248.000000 Penalty: 3947.353027
	Iteration 23Q: 3 clusters Score -9473248 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 172922 members 
Entering Unmasked Estep 
Score: -9474403.000000 Penalty: 3947.353027
	Iteration 24Q: 3 clusters Score -9474403 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 174741 members 
Entering Unmasked Estep 
Score: -9475252.000000 Penalty: 3947.353027
	Iteration 25Q: 3 clusters Score -9475252 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 176264 members 
Entering Unmasked Estep 
Score: -9475977.000000 Penalty: 3947.353027
	Iteration 26Q: 3 clusters Score -9475977 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 177487 members 
Entering Unmasked Estep 
Score: -9476461.000000 Penalty: 3947.353027
	Iteration 27Q: 3 clusters Score -9476461 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 178487 members 
Entering Unmasked Estep 
Score: -9476737.000000 Penalty: 3947.353027
	Iteration 28Q: 3 clusters Score -9476737 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 179312 members 
Entering Unmasked Estep 
Score: -9477012.000000 Penalty: 3947.353027
	Iteration 29Q: 3 clusters Score -9477012 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 179972 members 
Entering Unmasked Estep 
Score: -9477238.000000 Penalty: 3947.353027
	Iteration 30Q: 3 clusters Score -9477238 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 180485 members 
Entering Unmasked Estep 
Score: -9477365.000000 Penalty: 3947.353027
	Iteration 31Q: 3 clusters Score -9477365 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 180925 members 
Entering Unmasked Estep 
Score: -9477457.000000 Penalty: 3947.353027
	Iteration 32Q: 3 clusters Score -9477457 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 181295 members 
Entering Unmasked Estep 
Score: -9477536.000000 Penalty: 3947.353027
	Iteration 33Q: 3 clusters Score -9477536 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 181634 members 
Entering Unmasked Estep 
Score: -9477587.000000 Penalty: 3947.353027
	Iteration 34Q: 3 clusters Score -9477587 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 181925 members 
Entering Unmasked Estep 
Score: -9477685.000000 Penalty: 3947.353027
	Iteration 35Q: 3 clusters Score -9477685 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 182144 members 
Entering Unmasked Estep 
Score: -9477715.000000 Penalty: 3947.353027
	Iteration 36Q: 3 clusters Score -9477715 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 182333 members 
Entering Unmasked Estep 
Score: -9477773.000000 Penalty: 3947.353027
	Iteration 37Q: 3 clusters Score -9477773 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 182497 members 
Entering Unmasked Estep 
Score: -9477801.000000 Penalty: 3947.353027
	Iteration 38Q: 3 clusters Score -9477801 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 182631 members 
Entering Unmasked Estep 
Score: -9477843.000000 Penalty: 3947.353027
	Iteration 39Q: 3 clusters Score -9477843 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 182754 members 
Entering Unmasked Estep 
Score: -9477844.000000 Penalty: 3947.353027
	Iteration 40F: 3 clusters Score -9477844 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 182855 members 
Entering Unmasked Estep 
Score: -9477845.000000 Penalty: 3947.353027
	Iteration 41Q: 3 clusters Score -9477845 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 182938 members 
Entering Unmasked Estep 
Score: -9477840.000000 Penalty: 3947.353027
	Iteration 42Q: 3 clusters Score -9477840 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 183002 members 
Entering Unmasked Estep 
Score: -9477842.000000 Penalty: 3947.353027
	Iteration 43Q: 3 clusters Score -9477842 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 183038 members 
Entering Unmasked Estep 
Score: -9477841.000000 Penalty: 3947.353027
	Iteration 44Q: 3 clusters Score -9477841 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 183065 members 
Entering Unmasked Estep 
Score: -9477838.000000 Penalty: 3947.353027
	Iteration 45Q: 3 clusters Score -9477838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 183090 members 
Entering Unmasked Estep 
Score: -9477838.000000 Penalty: 3947.353027
	Iteration 46Q: 3 clusters Score -9477838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 183115 members 
Entering Unmasked Estep 
Score: -9477842.000000 Penalty: 3947.353027
	Iteration 47Q: 3 clusters Score -9477842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 183137 members 
Entering Unmasked Estep 
Score: -9477845.000000 Penalty: 3947.353027
	Iteration 48Q: 3 clusters Score -9477845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 183153 members 
Entering Unmasked Estep 
Score: -9477856.000000 Penalty: 3947.353027
	Iteration 49Q: 3 clusters Score -9477856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 183176 members 
Entering Unmasked Estep 
Score: -9477873.000000 Penalty: 3947.353027
	Iteration 50Q: 3 clusters Score -9477873 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 183204 members 
Entering Unmasked Estep 
Score: -9477851.000000 Penalty: 3947.353027
	Iteration 51Q: 3 clusters Score -9477851 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 183231 members 
Entering Unmasked Estep 
Score: -9477850.000000 Penalty: 3947.353027
	Iteration 52Q: 3 clusters Score -9477850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 183251 members 
Entering Unmasked Estep 
Score: -9477856.000000 Penalty: 3947.353027
	Iteration 53Q: 3 clusters Score -9477856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 183267 members 
Entering Unmasked Estep 
Score: -9477864.000000 Penalty: 3947.353027
	Iteration 54Q: 3 clusters Score -9477864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 183286 members 
Entering Unmasked Estep 
Score: -9477856.000000 Penalty: 3947.353027
	Iteration 55Q: 3 clusters Score -9477856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 183303 members 
Entering Unmasked Estep 
Score: -9477860.000000 Penalty: 3947.353027
	Iteration 56Q: 3 clusters Score -9477860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 183316 members 
Entering Unmasked Estep 
Score: -9477861.000000 Penalty: 3947.353027
	Iteration 57Q: 3 clusters Score -9477861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 183326 members 
Entering Unmasked Estep 
Score: -9477879.000000 Penalty: 3947.353027
	Iteration 58Q: 3 clusters Score -9477879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 183339 members 
Entering Unmasked Estep 
Score: -9477873.000000 Penalty: 3947.353027
	Iteration 59Q: 3 clusters Score -9477873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 183350 members 
Entering Unmasked Estep 
Score: -9477880.000000 Penalty: 3947.353027
	Iteration 60F: 3 clusters Score -9477880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 183361 members 
Entering Unmasked Estep 
Score: -9477880.000000 Penalty: 3947.353027
	Iteration 61Q: 3 clusters Score -9477880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 183371 members 
Entering Unmasked Estep 
Score: -9477868.000000 Penalty: 3947.353027
	Iteration 62Q: 3 clusters Score -9477868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 183377 members 
Entering Unmasked Estep 
Score: -9477859.000000 Penalty: 3947.353027
	Iteration 63Q: 3 clusters Score -9477859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 183381 members 
Entering Unmasked Estep 
Score: -9477865.000000 Penalty: 3947.353027
	Iteration 64Q: 3 clusters Score -9477865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 183382 members 
Entering Unmasked Estep 
Score: -9477866.000000 Penalty: 3947.353027
	Iteration 65Q: 3 clusters Score -9477866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 183382 members 
Entering Unmasked Estep 
Score: -9477866.000000 Penalty: 3947.353027
	Iteration 66F: 3 clusters Score -9477866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Entering Unmasked Estep 
Score: -116623.632812 Penalty: 1284.634277
	Iteration 0F: 2 clusters Score -116623.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -114059.351562 Penalty: 2569.268555
	Iteration 0F: 3 clusters Score -114059.4 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -114607.945312 Penalty: 2569.268555
	Iteration 1F: 3 clusters Score -114607.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -114741.601562 Penalty: 2569.268555
	Iteration 2F: 3 clusters Score -114741.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -114823.468750 Penalty: 2569.268555
	Iteration 3Q: 3 clusters Score -114823.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -114887.421875 Penalty: 2569.268555
	Iteration 4Q: 3 clusters Score -114887.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -114947.406250 Penalty: 2569.268555
	Iteration 5Q: 3 clusters Score -114947.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -114992.851562 Penalty: 2569.268555
	Iteration 6Q: 3 clusters Score -114992.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -115039.835938 Penalty: 2569.268555
	Iteration 7Q: 3 clusters Score -115039.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -115082.195312 Penalty: 2569.268555
	Iteration 8Q: 3 clusters Score -115082.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -115119.484375 Penalty: 2569.268555
	Iteration 9Q: 3 clusters Score -115119.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -115160.750000 Penalty: 2569.268555
	Iteration 10Q: 3 clusters Score -115160.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -115206.765625 Penalty: 2569.268555
	Iteration 11Q: 3 clusters Score -115206.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -115249.273438 Penalty: 2569.268555
	Iteration 12Q: 3 clusters Score -115249.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -115299.882812 Penalty: 2569.268555
	Iteration 13Q: 3 clusters Score -115299.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -115350.687500 Penalty: 2569.268555
	Iteration 14Q: 3 clusters Score -115350.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -115404.781250 Penalty: 2569.268555
	Iteration 15Q: 3 clusters Score -115404.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -115468.156250 Penalty: 2569.268555
	Iteration 16Q: 3 clusters Score -115468.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -115520.265625 Penalty: 2569.268555
	Iteration 17Q: 3 clusters Score -115520.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -115563.265625 Penalty: 2569.268555
	Iteration 18Q: 3 clusters Score -115563.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -115596.914062 Penalty: 2569.268555
	Iteration 19Q: 3 clusters Score -115596.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -115631.312500 Penalty: 2569.268555
	Iteration 20F: 3 clusters Score -115631.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -115650.382812 Penalty: 2569.268555
	Iteration 21Q: 3 clusters Score -115650.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -115669.078125 Penalty: 2569.268555
	Iteration 22Q: 3 clusters Score -115669.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -115696.539062 Penalty: 2569.268555
	Iteration 23Q: 3 clusters Score -115696.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -115714.812500 Penalty: 2569.268555
	Iteration 24Q: 3 clusters Score -115714.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -115739.125000 Penalty: 2569.268555
	Iteration 25Q: 3 clusters Score -115739.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -115764.609375 Penalty: 2569.268555
	Iteration 26Q: 3 clusters Score -115764.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -115780.460938 Penalty: 2569.268555
	Iteration 27Q: 3 clusters Score -115780.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -115795.406250 Penalty: 2569.268555
	Iteration 28Q: 3 clusters Score -115795.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -115809.718750 Penalty: 2569.268555
	Iteration 29Q: 3 clusters Score -115809.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -115822.968750 Penalty: 2569.268555
	Iteration 30Q: 3 clusters Score -115823 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -115840.000000 Penalty: 2569.268555
	Iteration 31Q: 3 clusters Score -115840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -115853.203125 Penalty: 2569.268555
	Iteration 32Q: 3 clusters Score -115853.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -115863.992188 Penalty: 2569.268555
	Iteration 33Q: 3 clusters Score -115864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -115871.554688 Penalty: 2569.268555
	Iteration 34Q: 3 clusters Score -115871.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -115876.945312 Penalty: 2569.268555
	Iteration 35Q: 3 clusters Score -115876.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -115881.179688 Penalty: 2569.268555
	Iteration 36Q: 3 clusters Score -115881.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -115882.882812 Penalty: 2569.268555
	Iteration 37Q: 3 clusters Score -115882.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -115886.164062 Penalty: 2569.268555
	Iteration 38Q: 3 clusters Score -115886.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -115887.250000 Penalty: 2569.268555
	Iteration 39Q: 3 clusters Score -115887.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -115889.328125 Penalty: 2569.268555
	Iteration 40F: 3 clusters Score -115889.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -115890.312500 Penalty: 2569.268555
	Iteration 41Q: 3 clusters Score -115890.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -115890.601562 Penalty: 2569.268555
	Iteration 42Q: 3 clusters Score -115890.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -115890.828125 Penalty: 2569.268555
	Iteration 43Q: 3 clusters Score -115890.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -115891.492188 Penalty: 2569.268555
	Iteration 44Q: 3 clusters Score -115891.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -115891.859375 Penalty: 2569.268555
	Iteration 45Q: 3 clusters Score -115891.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -115893.062500 Penalty: 2569.268555
	Iteration 46Q: 3 clusters Score -115893.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -115893.921875 Penalty: 2569.268555
	Iteration 47Q: 3 clusters Score -115893.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -115894.523438 Penalty: 2569.268555
	Iteration 48Q: 3 clusters Score -115894.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -115894.523438 Penalty: 2569.268555
	Iteration 49F: 3 clusters Score -115894.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Entering Unmasked Estep 
Score: -2147475.000000 Penalty: 1731.264648
	Iteration 0F: 2 clusters Score -2147475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -2119030.000000 Penalty: 3462.529297
	Iteration 0F: 3 clusters Score -2119030 nChanged 19898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -2130181.250000 Penalty: 3462.529297
	Iteration 1F: 3 clusters Score -2130181 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -2130726.500000 Penalty: 3462.529297
	Iteration 2Q: 3 clusters Score -2130726 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -2131559.750000 Penalty: 3462.529297
	Iteration 3Q: 3 clusters Score -2131560 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -2133005.750000 Penalty: 3462.529297
	Iteration 4F: 3 clusters Score -2133006 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -2135444.500000 Penalty: 3462.529297
	Iteration 5F: 3 clusters Score -2135444 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -2139005.750000 Penalty: 3462.529297
	Iteration 6F: 3 clusters Score -2139006 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -2142406.250000 Penalty: 3462.529297
	Iteration 7F: 3 clusters Score -2142406 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -2144401.000000 Penalty: 3462.529297
	Iteration 8Q: 3 clusters Score -2144401 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 41226 members 
Entering Unmasked Estep 
Score: -2145326.750000 Penalty: 3462.529297
	Iteration 9Q: 3 clusters Score -2145327 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
Score: -2145783.000000 Penalty: 3462.529297
	Iteration 10Q: 3 clusters Score -2145783 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -2146041.500000 Penalty: 3462.529297
	Iteration 11Q: 3 clusters Score -2146042 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -2146209.250000 Penalty: 3462.529297
	Iteration 12Q: 3 clusters Score -2146209 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -2146296.000000 Penalty: 3462.529297
	Iteration 13Q: 3 clusters Score -2146296 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -2146354.250000 Penalty: 3462.529297
	Iteration 14Q: 3 clusters Score -2146354 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 41734 members 
Entering Unmasked Estep 
Score: -2146381.750000 Penalty: 3462.529297
	Iteration 15Q: 3 clusters Score -2146382 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 41727 members 
Entering Unmasked Estep 
Score: -2146402.500000 Penalty: 3462.529297
	Iteration 16Q: 3 clusters Score -2146402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -2146419.500000 Penalty: 3462.529297
	Iteration 17Q: 3 clusters Score -2146420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -2146428.500000 Penalty: 3462.529297
	Iteration 18Q: 3 clusters Score -2146428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -2146434.250000 Penalty: 3462.529297
	Iteration 19Q: 3 clusters Score -2146434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 41703 members 
Entering Unmasked Estep 
Score: -2146436.250000 Penalty: 3462.529297
	Iteration 20F: 3 clusters Score -2146436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -2146439.500000 Penalty: 3462.529297
	Iteration 21Q: 3 clusters Score -2146440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -2146442.750000 Penalty: 3462.529297
	Iteration 22Q: 3 clusters Score -2146443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
Score: -2146444.500000 Penalty: 3462.529297
	Iteration 23Q: 3 clusters Score -2146444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -2146444.750000 Penalty: 3462.529297
	Iteration 24Q: 3 clusters Score -2146445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -2146444.750000 Penalty: 3462.529297
	Iteration 25Q: 3 clusters Score -2146445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -2146450.000000 Penalty: 3462.529297
	Iteration 26Q: 3 clusters Score -2146450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -2146453.500000 Penalty: 3462.529297
	Iteration 27Q: 3 clusters Score -2146454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 41680 members 
Entering Unmasked Estep 
Score: -2146455.750000 Penalty: 3462.529297
	Iteration 28Q: 3 clusters Score -2146456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 41675 members 
Entering Unmasked Estep 
Score: -2146453.500000 Penalty: 3462.529297
	Iteration 29Q: 3 clusters Score -2146454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -2146455.750000 Penalty: 3462.529297
	Iteration 30Q: 3 clusters Score -2146456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -2146461.250000 Penalty: 3462.529297
	Iteration 31Q: 3 clusters Score -2146461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -2146461.500000 Penalty: 3462.529297
	Iteration 32Q: 3 clusters Score -2146462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -2146464.750000 Penalty: 3462.529297
	Iteration 33Q: 3 clusters Score -2146465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -2146464.500000 Penalty: 3462.529297
	Iteration 34Q: 3 clusters Score -2146464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -2146466.750000 Penalty: 3462.529297
	Iteration 35Q: 3 clusters Score -2146467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -2146467.000000 Penalty: 3462.529297
	Iteration 36Q: 3 clusters Score -2146467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -2146467.000000 Penalty: 3462.529297
	Iteration 37F: 3 clusters Score -2146467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Entering Unmasked Estep 
Score: -491735.500000 Penalty: 1489.300293
	Iteration 0F: 2 clusters Score -491735.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -484853.750000 Penalty: 2978.600586
	Iteration 0F: 3 clusters Score -484853.8 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -486986.687500 Penalty: 2978.600586
	Iteration 1F: 3 clusters Score -486986.7 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -487213.062500 Penalty: 2978.600586
	Iteration 2F: 3 clusters Score -487213.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -487381.375000 Penalty: 2978.600586
	Iteration 3Q: 3 clusters Score -487381.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -487531.343750 Penalty: 2978.600586
	Iteration 4Q: 3 clusters Score -487531.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -487658.468750 Penalty: 2978.600586
	Iteration 5Q: 3 clusters Score -487658.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -487768.437500 Penalty: 2978.600586
	Iteration 6Q: 3 clusters Score -487768.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -487888.500000 Penalty: 2978.600586
	Iteration 7Q: 3 clusters Score -487888.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -488018.031250 Penalty: 2978.600586
	Iteration 8Q: 3 clusters Score -488018 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -488192.531250 Penalty: 2978.600586
	Iteration 9Q: 3 clusters Score -488192.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -488430.156250 Penalty: 2978.600586
	Iteration 10Q: 3 clusters Score -488430.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -488726.593750 Penalty: 2978.600586
	Iteration 11Q: 3 clusters Score -488726.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -489114.187500 Penalty: 2978.600586
	Iteration 12F: 3 clusters Score -489114.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -489560.750000 Penalty: 2978.600586
	Iteration 13F: 3 clusters Score -489560.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -489886.937500 Penalty: 2978.600586
	Iteration 14Q: 3 clusters Score -489886.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -490104.312500 Penalty: 2978.600586
	Iteration 15Q: 3 clusters Score -490104.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -490224.625000 Penalty: 2978.600586
	Iteration 16Q: 3 clusters Score -490224.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -490305.687500 Penalty: 2978.600586
	Iteration 17Q: 3 clusters Score -490305.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -490353.281250 Penalty: 2978.600586
	Iteration 18Q: 3 clusters Score -490353.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -490384.000000 Penalty: 2978.600586
	Iteration 19Q: 3 clusters Score -490384 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -490405.031250 Penalty: 2978.600586
	Iteration 20F: 3 clusters Score -490405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -490419.062500 Penalty: 2978.600586
	Iteration 21Q: 3 clusters Score -490419.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -490432.312500 Penalty: 2978.600586
	Iteration 22Q: 3 clusters Score -490432.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -490444.000000 Penalty: 2978.600586
	Iteration 23Q: 3 clusters Score -490444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -490452.562500 Penalty: 2978.600586
	Iteration 24Q: 3 clusters Score -490452.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -490458.812500 Penalty: 2978.600586
	Iteration 25Q: 3 clusters Score -490458.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -490465.812500 Penalty: 2978.600586
	Iteration 26Q: 3 clusters Score -490465.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -490470.375000 Penalty: 2978.600586
	Iteration 27Q: 3 clusters Score -490470.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -490472.781250 Penalty: 2978.600586
	Iteration 28Q: 3 clusters Score -490472.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -490474.843750 Penalty: 2978.600586
	Iteration 29Q: 3 clusters Score -490474.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -490475.750000 Penalty: 2978.600586
	Iteration 30Q: 3 clusters Score -490475.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -490475.750000 Penalty: 2978.600586
	Iteration 31F: 3 clusters Score -490475.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Entering Unmasked Estep 
Score: -2294576.250000 Penalty: 1738.765137
	Iteration 0F: 2 clusters Score -2294576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -2264949.750000 Penalty: 3477.530273
	Iteration 0F: 3 clusters Score -2264950 nChanged 20655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -2276372.500000 Penalty: 3477.530273
	Iteration 1F: 3 clusters Score -2276372 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -2276813.500000 Penalty: 3477.530273
	Iteration 2Q: 3 clusters Score -2276814 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -2277249.500000 Penalty: 3477.530273
	Iteration 3Q: 3 clusters Score -2277250 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -2277772.500000 Penalty: 3477.530273
	Iteration 4Q: 3 clusters Score -2277772 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -2278443.250000 Penalty: 3477.530273
	Iteration 5Q: 3 clusters Score -2278443 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -2279271.250000 Penalty: 3477.530273
	Iteration 6Q: 3 clusters Score -2279271 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -2280347.750000 Penalty: 3477.530273
	Iteration 7Q: 3 clusters Score -2280348 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -2281770.750000 Penalty: 3477.530273
	Iteration 8F: 3 clusters Score -2281771 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -2283513.250000 Penalty: 3477.530273
	Iteration 9F: 3 clusters Score -2283513 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -2285197.250000 Penalty: 3477.530273
	Iteration 10F: 3 clusters Score -2285197 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -2286285.500000 Penalty: 3477.530273
	Iteration 11Q: 3 clusters Score -2286286 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -2286820.000000 Penalty: 3477.530273
	Iteration 12Q: 3 clusters Score -2286820 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -2287126.250000 Penalty: 3477.530273
	Iteration 13Q: 3 clusters Score -2287126 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -2287340.000000 Penalty: 3477.530273
	Iteration 14Q: 3 clusters Score -2287340 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -2287526.500000 Penalty: 3477.530273
	Iteration 15Q: 3 clusters Score -2287526 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -2287736.500000 Penalty: 3477.530273
	Iteration 16Q: 3 clusters Score -2287736 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -2287985.250000 Penalty: 3477.530273
	Iteration 17Q: 3 clusters Score -2287985 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -2288293.500000 Penalty: 3477.530273
	Iteration 18Q: 3 clusters Score -2288294 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -2288532.500000 Penalty: 3477.530273
	Iteration 19Q: 3 clusters Score -2288532 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -2288757.500000 Penalty: 3477.530273
	Iteration 20F: 3 clusters Score -2288758 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -2288939.750000 Penalty: 3477.530273
	Iteration 21Q: 3 clusters Score -2288940 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -2289079.500000 Penalty: 3477.530273
	Iteration 22Q: 3 clusters Score -2289080 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -2289181.000000 Penalty: 3477.530273
	Iteration 23Q: 3 clusters Score -2289181 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -2289285.000000 Penalty: 3477.530273
	Iteration 24Q: 3 clusters Score -2289285 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -2289369.500000 Penalty: 3477.530273
	Iteration 25Q: 3 clusters Score -2289370 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -2289432.250000 Penalty: 3477.530273
	Iteration 26Q: 3 clusters Score -2289432 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -2289482.000000 Penalty: 3477.530273
	Iteration 27Q: 3 clusters Score -2289482 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -2289521.750000 Penalty: 3477.530273
	Iteration 28Q: 3 clusters Score -2289522 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -2289571.250000 Penalty: 3477.530273
	Iteration 29Q: 3 clusters Score -2289571 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -2289610.000000 Penalty: 3477.530273
	Iteration 30Q: 3 clusters Score -2289610 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -2289653.750000 Penalty: 3477.530273
	Iteration 31Q: 3 clusters Score -2289654 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -2289722.250000 Penalty: 3477.530273
	Iteration 32Q: 3 clusters Score -2289722 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -2289771.000000 Penalty: 3477.530273
	Iteration 33Q: 3 clusters Score -2289771 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -2289814.750000 Penalty: 3477.530273
	Iteration 34Q: 3 clusters Score -2289815 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -2289862.000000 Penalty: 3477.530273
	Iteration 35Q: 3 clusters Score -2289862 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -2289929.500000 Penalty: 3477.530273
	Iteration 36Q: 3 clusters Score -2289930 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -2289983.250000 Penalty: 3477.530273
	Iteration 37Q: 3 clusters Score -2289983 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -2290045.500000 Penalty: 3477.530273
	Iteration 38Q: 3 clusters Score -2290046 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -2290127.250000 Penalty: 3477.530273
	Iteration 39Q: 3 clusters Score -2290127 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -2290198.000000 Penalty: 3477.530273
	Iteration 40F: 3 clusters Score -2290198 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -2290288.250000 Penalty: 3477.530273
	Iteration 41Q: 3 clusters Score -2290288 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -2290396.250000 Penalty: 3477.530273
	Iteration 42Q: 3 clusters Score -2290396 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -2290481.500000 Penalty: 3477.530273
	Iteration 43Q: 3 clusters Score -2290482 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -2290567.000000 Penalty: 3477.530273
	Iteration 44Q: 3 clusters Score -2290567 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -2290657.000000 Penalty: 3477.530273
	Iteration 45Q: 3 clusters Score -2290657 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -2290755.250000 Penalty: 3477.530273
	Iteration 46Q: 3 clusters Score -2290755 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -2290848.000000 Penalty: 3477.530273
	Iteration 47Q: 3 clusters Score -2290848 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 37363 members 
Entering Unmasked Estep 
Score: -2290950.500000 Penalty: 3477.530273
	Iteration 48Q: 3 clusters Score -2290950 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -2291089.250000 Penalty: 3477.530273
	Iteration 49Q: 3 clusters Score -2291089 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -2291232.250000 Penalty: 3477.530273
	Iteration 50Q: 3 clusters Score -2291232 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -2291381.500000 Penalty: 3477.530273
	Iteration 51Q: 3 clusters Score -2291382 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -2291540.000000 Penalty: 3477.530273
	Iteration 52Q: 3 clusters Score -2291540 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -2291695.250000 Penalty: 3477.530273
	Iteration 53Q: 3 clusters Score -2291695 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -2291817.500000 Penalty: 3477.530273
	Iteration 54Q: 3 clusters Score -2291818 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -2291944.500000 Penalty: 3477.530273
	Iteration 55Q: 3 clusters Score -2291944 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -2292079.000000 Penalty: 3477.530273
	Iteration 56Q: 3 clusters Score -2292079 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -2292191.500000 Penalty: 3477.530273
	Iteration 57Q: 3 clusters Score -2292192 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 41292 members 
Entering Unmasked Estep 
Score: -2292299.000000 Penalty: 3477.530273
	Iteration 58Q: 3 clusters Score -2292299 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -2292410.000000 Penalty: 3477.530273
	Iteration 59Q: 3 clusters Score -2292410 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 41812 members 
Entering Unmasked Estep 
Score: -2292496.750000 Penalty: 3477.530273
	Iteration 60F: 3 clusters Score -2292497 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -2292586.000000 Penalty: 3477.530273
	Iteration 61Q: 3 clusters Score -2292586 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 42264 members 
Entering Unmasked Estep 
Score: -2292666.000000 Penalty: 3477.530273
	Iteration 62Q: 3 clusters Score -2292666 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 42471 members 
Entering Unmasked Estep 
Score: -2292741.500000 Penalty: 3477.530273
	Iteration 63Q: 3 clusters Score -2292742 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -2292801.250000 Penalty: 3477.530273
	Iteration 64Q: 3 clusters Score -2292801 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
Score: -2292854.250000 Penalty: 3477.530273
	Iteration 65Q: 3 clusters Score -2292854 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
Score: -2292907.750000 Penalty: 3477.530273
	Iteration 66Q: 3 clusters Score -2292908 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 43043 members 
Entering Unmasked Estep 
Score: -2292960.500000 Penalty: 3477.530273
	Iteration 67Q: 3 clusters Score -2292960 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
Score: -2293001.750000 Penalty: 3477.530273
	Iteration 68Q: 3 clusters Score -2293002 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -2293047.500000 Penalty: 3477.530273
	Iteration 69Q: 3 clusters Score -2293048 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -2293070.750000 Penalty: 3477.530273
	Iteration 70Q: 3 clusters Score -2293071 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -2293095.000000 Penalty: 3477.530273
	Iteration 71Q: 3 clusters Score -2293095 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 43429 members 
Entering Unmasked Estep 
Score: -2293114.250000 Penalty: 3477.530273
	Iteration 72Q: 3 clusters Score -2293114 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 43479 members 
Entering Unmasked Estep 
Score: -2293138.750000 Penalty: 3477.530273
	Iteration 73Q: 3 clusters Score -2293139 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 43516 members 
Entering Unmasked Estep 
Score: -2293156.750000 Penalty: 3477.530273
	Iteration 74Q: 3 clusters Score -2293157 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 43551 members 
Entering Unmasked Estep 
Score: -2293169.500000 Penalty: 3477.530273
	Iteration 75Q: 3 clusters Score -2293170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 43582 members 
Entering Unmasked Estep 
Score: -2293185.750000 Penalty: 3477.530273
	Iteration 76Q: 3 clusters Score -2293186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -2293199.500000 Penalty: 3477.530273
	Iteration 77Q: 3 clusters Score -2293200 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -2293203.000000 Penalty: 3477.530273
	Iteration 78Q: 3 clusters Score -2293203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 43638 members 
Entering Unmasked Estep 
Score: -2293209.250000 Penalty: 3477.530273
	Iteration 79Q: 3 clusters Score -2293209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -2293213.500000 Penalty: 3477.530273
	Iteration 80F: 3 clusters Score -2293214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
Score: -2293218.250000 Penalty: 3477.530273
	Iteration 81Q: 3 clusters Score -2293218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -2293218.750000 Penalty: 3477.530273
	Iteration 82Q: 3 clusters Score -2293219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -2293223.000000 Penalty: 3477.530273
	Iteration 83Q: 3 clusters Score -2293223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -2293225.250000 Penalty: 3477.530273
	Iteration 84Q: 3 clusters Score -2293225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -2293228.250000 Penalty: 3477.530273
	Iteration 85Q: 3 clusters Score -2293228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 43693 members 
Entering Unmasked Estep 
Score: -2293231.000000 Penalty: 3477.530273
	Iteration 86Q: 3 clusters Score -2293231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -2293232.500000 Penalty: 3477.530273
	Iteration 87Q: 3 clusters Score -2293232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -2293234.250000 Penalty: 3477.530273
	Iteration 88Q: 3 clusters Score -2293234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -2293237.250000 Penalty: 3477.530273
	Iteration 89Q: 3 clusters Score -2293237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -2293233.750000 Penalty: 3477.530273
	Iteration 90Q: 3 clusters Score -2293234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -2293232.750000 Penalty: 3477.530273
	Iteration 91Q: 3 clusters Score -2293233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -2293233.750000 Penalty: 3477.530273
	Iteration 92Q: 3 clusters Score -2293234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
Score: -2293231.750000 Penalty: 3477.530273
	Iteration 93Q: 3 clusters Score -2293232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -2293232.250000 Penalty: 3477.530273
	Iteration 94Q: 3 clusters Score -2293232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -2293232.500000 Penalty: 3477.530273
	Iteration 95Q: 3 clusters Score -2293232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 43721 members 
Entering Unmasked Estep 
Score: -2293233.500000 Penalty: 3477.530273
	Iteration 96Q: 3 clusters Score -2293234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 43722 members 
Entering Unmasked Estep 
Score: -2293231.250000 Penalty: 3477.530273
	Iteration 97Q: 3 clusters Score -2293231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -2293230.500000 Penalty: 3477.530273
	Iteration 98Q: 3 clusters Score -2293230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -2293230.750000 Penalty: 3477.530273
	Iteration 99Q: 3 clusters Score -2293231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -2293230.750000 Penalty: 3477.530273
	Iteration 100F: 3 clusters Score -2293231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Entering Unmasked Estep 
Score: -807106.000000 Penalty: 1568.941772
	Iteration 0F: 2 clusters Score -807106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -796361.562500 Penalty: 3137.883545
	Iteration 0F: 3 clusters Score -796361.6 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -800131.062500 Penalty: 3137.883545
	Iteration 1F: 3 clusters Score -800131.1 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -800422.500000 Penalty: 3137.883545
	Iteration 2Q: 3 clusters Score -800422.5 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -800734.187500 Penalty: 3137.883545
	Iteration 3Q: 3 clusters Score -800734.2 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -801063.062500 Penalty: 3137.883545
	Iteration 4Q: 3 clusters Score -801063.1 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -801415.687500 Penalty: 3137.883545
	Iteration 5Q: 3 clusters Score -801415.7 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -801838.437500 Penalty: 3137.883545
	Iteration 6Q: 3 clusters Score -801838.4 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -802368.812500 Penalty: 3137.883545
	Iteration 7F: 3 clusters Score -802368.8 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -802949.687500 Penalty: 3137.883545
	Iteration 8F: 3 clusters Score -802949.7 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -803467.437500 Penalty: 3137.883545
	Iteration 9Q: 3 clusters Score -803467.4 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -803876.000000 Penalty: 3137.883545
	Iteration 10Q: 3 clusters Score -803876 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -804182.812500 Penalty: 3137.883545
	Iteration 11Q: 3 clusters Score -804182.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -804412.562500 Penalty: 3137.883545
	Iteration 12Q: 3 clusters Score -804412.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -804617.875000 Penalty: 3137.883545
	Iteration 13Q: 3 clusters Score -804617.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -804775.625000 Penalty: 3137.883545
	Iteration 14Q: 3 clusters Score -804775.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -804914.625000 Penalty: 3137.883545
	Iteration 15Q: 3 clusters Score -804914.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -805076.312500 Penalty: 3137.883545
	Iteration 16Q: 3 clusters Score -805076.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -805234.875000 Penalty: 3137.883545
	Iteration 17Q: 3 clusters Score -805234.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -805387.312500 Penalty: 3137.883545
	Iteration 18Q: 3 clusters Score -805387.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -805537.375000 Penalty: 3137.883545
	Iteration 19Q: 3 clusters Score -805537.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -805661.187500 Penalty: 3137.883545
	Iteration 20F: 3 clusters Score -805661.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -805801.250000 Penalty: 3137.883545
	Iteration 21Q: 3 clusters Score -805801.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -805927.937500 Penalty: 3137.883545
	Iteration 22Q: 3 clusters Score -805927.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -805987.187500 Penalty: 3137.883545
	Iteration 23Q: 3 clusters Score -805987.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -806023.375000 Penalty: 3137.883545
	Iteration 24Q: 3 clusters Score -806023.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -806049.562500 Penalty: 3137.883545
	Iteration 25Q: 3 clusters Score -806049.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -806075.875000 Penalty: 3137.883545
	Iteration 26Q: 3 clusters Score -806075.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -806108.562500 Penalty: 3137.883545
	Iteration 27Q: 3 clusters Score -806108.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -806134.125000 Penalty: 3137.883545
	Iteration 28Q: 3 clusters Score -806134.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -806172.000000 Penalty: 3137.883545
	Iteration 29Q: 3 clusters Score -806172 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -806204.187500 Penalty: 3137.883545
	Iteration 30Q: 3 clusters Score -806204.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -806233.500000 Penalty: 3137.883545
	Iteration 31Q: 3 clusters Score -806233.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -806256.125000 Penalty: 3137.883545
	Iteration 32Q: 3 clusters Score -806256.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -806279.625000 Penalty: 3137.883545
	Iteration 33Q: 3 clusters Score -806279.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -806295.000000 Penalty: 3137.883545
	Iteration 34Q: 3 clusters Score -806295 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -806306.875000 Penalty: 3137.883545
	Iteration 35Q: 3 clusters Score -806306.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -806325.187500 Penalty: 3137.883545
	Iteration 36Q: 3 clusters Score -806325.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -806340.500000 Penalty: 3137.883545
	Iteration 37Q: 3 clusters Score -806340.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -806353.187500 Penalty: 3137.883545
	Iteration 38Q: 3 clusters Score -806353.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -806365.687500 Penalty: 3137.883545
	Iteration 39Q: 3 clusters Score -806365.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -806378.500000 Penalty: 3137.883545
	Iteration 40F: 3 clusters Score -806378.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -806391.437500 Penalty: 3137.883545
	Iteration 41Q: 3 clusters Score -806391.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -806400.312500 Penalty: 3137.883545
	Iteration 42Q: 3 clusters Score -806400.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -806407.687500 Penalty: 3137.883545
	Iteration 43Q: 3 clusters Score -806407.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -806415.437500 Penalty: 3137.883545
	Iteration 44Q: 3 clusters Score -806415.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -806426.000000 Penalty: 3137.883545
	Iteration 45Q: 3 clusters Score -806426 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -806434.312500 Penalty: 3137.883545
	Iteration 46Q: 3 clusters Score -806434.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -806441.125000 Penalty: 3137.883545
	Iteration 47Q: 3 clusters Score -806441.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -806448.625000 Penalty: 3137.883545
	Iteration 48Q: 3 clusters Score -806448.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -806459.187500 Penalty: 3137.883545
	Iteration 49Q: 3 clusters Score -806459.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -806469.437500 Penalty: 3137.883545
	Iteration 50Q: 3 clusters Score -806469.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -806474.187500 Penalty: 3137.883545
	Iteration 51Q: 3 clusters Score -806474.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -806490.125000 Penalty: 3137.883545
	Iteration 52Q: 3 clusters Score -806490.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -806505.187500 Penalty: 3137.883545
	Iteration 53Q: 3 clusters Score -806505.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -806519.000000 Penalty: 3137.883545
	Iteration 54Q: 3 clusters Score -806519 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -806531.625000 Penalty: 3137.883545
	Iteration 55Q: 3 clusters Score -806531.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -806543.937500 Penalty: 3137.883545
	Iteration 56Q: 3 clusters Score -806543.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -806556.500000 Penalty: 3137.883545
	Iteration 57Q: 3 clusters Score -806556.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -806568.187500 Penalty: 3137.883545
	Iteration 58Q: 3 clusters Score -806568.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -806578.500000 Penalty: 3137.883545
	Iteration 59Q: 3 clusters Score -806578.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -806586.687500 Penalty: 3137.883545
	Iteration 60F: 3 clusters Score -806586.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -806593.687500 Penalty: 3137.883545
	Iteration 61Q: 3 clusters Score -806593.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -806602.625000 Penalty: 3137.883545
	Iteration 62Q: 3 clusters Score -806602.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -806608.312500 Penalty: 3137.883545
	Iteration 63Q: 3 clusters Score -806608.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -806616.625000 Penalty: 3137.883545
	Iteration 64Q: 3 clusters Score -806616.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -806630.687500 Penalty: 3137.883545
	Iteration 65Q: 3 clusters Score -806630.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -806637.312500 Penalty: 3137.883545
	Iteration 66Q: 3 clusters Score -806637.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -806649.000000 Penalty: 3137.883545
	Iteration 67Q: 3 clusters Score -806649 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -806656.625000 Penalty: 3137.883545
	Iteration 68Q: 3 clusters Score -806656.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -806664.562500 Penalty: 3137.883545
	Iteration 69Q: 3 clusters Score -806664.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -806667.375000 Penalty: 3137.883545
	Iteration 70Q: 3 clusters Score -806667.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -806670.250000 Penalty: 3137.883545
	Iteration 71Q: 3 clusters Score -806670.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -806672.937500 Penalty: 3137.883545
	Iteration 72Q: 3 clusters Score -806672.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -806675.500000 Penalty: 3137.883545
	Iteration 73Q: 3 clusters Score -806675.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -806674.250000 Penalty: 3137.883545
	Iteration 74Q: 3 clusters Score -806674.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -806674.750000 Penalty: 3137.883545
	Iteration 75Q: 3 clusters Score -806674.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -806676.437500 Penalty: 3137.883545
	Iteration 76Q: 3 clusters Score -806676.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -806677.625000 Penalty: 3137.883545
	Iteration 77Q: 3 clusters Score -806677.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -806679.625000 Penalty: 3137.883545
	Iteration 78Q: 3 clusters Score -806679.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -806681.687500 Penalty: 3137.883545
	Iteration 79Q: 3 clusters Score -806681.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -806682.625000 Penalty: 3137.883545
	Iteration 80F: 3 clusters Score -806682.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -806683.000000 Penalty: 3137.883545
	Iteration 81Q: 3 clusters Score -806683 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -806685.000000 Penalty: 3137.883545
	Iteration 82Q: 3 clusters Score -806685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -806686.187500 Penalty: 3137.883545
	Iteration 83Q: 3 clusters Score -806686.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -806687.187500 Penalty: 3137.883545
	Iteration 84Q: 3 clusters Score -806687.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -806690.562500 Penalty: 3137.883545
	Iteration 85Q: 3 clusters Score -806690.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -806692.000000 Penalty: 3137.883545
	Iteration 86Q: 3 clusters Score -806692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -806693.937500 Penalty: 3137.883545
	Iteration 87Q: 3 clusters Score -806693.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -806696.812500 Penalty: 3137.883545
	Iteration 88Q: 3 clusters Score -806696.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -806698.250000 Penalty: 3137.883545
	Iteration 89Q: 3 clusters Score -806698.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -806700.750000 Penalty: 3137.883545
	Iteration 90Q: 3 clusters Score -806700.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -806699.937500 Penalty: 3137.883545
	Iteration 91Q: 3 clusters Score -806699.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -806703.625000 Penalty: 3137.883545
	Iteration 92Q: 3 clusters Score -806703.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -806705.812500 Penalty: 3137.883545
	Iteration 93Q: 3 clusters Score -806705.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -806709.437500 Penalty: 3137.883545
	Iteration 94Q: 3 clusters Score -806709.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -806709.687500 Penalty: 3137.883545
	Iteration 95Q: 3 clusters Score -806709.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -806712.500000 Penalty: 3137.883545
	Iteration 96Q: 3 clusters Score -806712.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -806712.312500 Penalty: 3137.883545
	Iteration 97Q: 3 clusters Score -806712.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -806718.750000 Penalty: 3137.883545
	Iteration 98Q: 3 clusters Score -806718.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -806717.562500 Penalty: 3137.883545
	Iteration 99Q: 3 clusters Score -806717.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -806717.687500 Penalty: 3137.883545
	Iteration 100F: 3 clusters Score -806717.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -806718.187500 Penalty: 3137.883545
	Iteration 101Q: 3 clusters Score -806718.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -806716.312500 Penalty: 3137.883545
	Iteration 102Q: 3 clusters Score -806716.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -806718.687500 Penalty: 3137.883545
	Iteration 103Q: 3 clusters Score -806718.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -806718.687500 Penalty: 3137.883545
	Iteration 104Q: 3 clusters Score -806718.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -806721.687500 Penalty: 3137.883545
	Iteration 105Q: 3 clusters Score -806721.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -806720.375000 Penalty: 3137.883545
	Iteration 106Q: 3 clusters Score -806720.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -806720.875000 Penalty: 3137.883545
	Iteration 107Q: 3 clusters Score -806720.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -806719.812500 Penalty: 3137.883545
	Iteration 108Q: 3 clusters Score -806719.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -806721.437500 Penalty: 3137.883545
	Iteration 109Q: 3 clusters Score -806721.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -806721.437500 Penalty: 3137.883545
	Iteration 110F: 3 clusters Score -806721.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Entering Unmasked Estep 
Score: -492172.281250 Penalty: 1479.306274
	Iteration 0F: 2 clusters Score -492172.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -485573.843750 Penalty: 2958.612549
	Iteration 0F: 3 clusters Score -485573.8 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -487565.625000 Penalty: 2958.612549
	Iteration 1F: 3 clusters Score -487565.6 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -487796.656250 Penalty: 2958.612549
	Iteration 2F: 3 clusters Score -487796.7 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -488000.406250 Penalty: 2958.612549
	Iteration 3F: 3 clusters Score -488000.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -488224.718750 Penalty: 2958.612549
	Iteration 4F: 3 clusters Score -488224.7 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -488495.406250 Penalty: 2958.612549
	Iteration 5F: 3 clusters Score -488495.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -488814.593750 Penalty: 2958.612549
	Iteration 6F: 3 clusters Score -488814.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -489178.062500 Penalty: 2958.612549
	Iteration 7F: 3 clusters Score -489178.1 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -489577.593750 Penalty: 2958.612549
	Iteration 8F: 3 clusters Score -489577.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -489957.250000 Penalty: 2958.612549
	Iteration 9F: 3 clusters Score -489957.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -490267.437500 Penalty: 2958.612549
	Iteration 10Q: 3 clusters Score -490267.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -490487.281250 Penalty: 2958.612549
	Iteration 11Q: 3 clusters Score -490487.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -490650.375000 Penalty: 2958.612549
	Iteration 12Q: 3 clusters Score -490650.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -490740.531250 Penalty: 2958.612549
	Iteration 13Q: 3 clusters Score -490740.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -490801.906250 Penalty: 2958.612549
	Iteration 14Q: 3 clusters Score -490801.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -490833.343750 Penalty: 2958.612549
	Iteration 15Q: 3 clusters Score -490833.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -490863.781250 Penalty: 2958.612549
	Iteration 16Q: 3 clusters Score -490863.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -490887.281250 Penalty: 2958.612549
	Iteration 17Q: 3 clusters Score -490887.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -490905.468750 Penalty: 2958.612549
	Iteration 18Q: 3 clusters Score -490905.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -490912.468750 Penalty: 2958.612549
	Iteration 19Q: 3 clusters Score -490912.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -490917.562500 Penalty: 2958.612549
	Iteration 20F: 3 clusters Score -490917.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -490921.593750 Penalty: 2958.612549
	Iteration 21Q: 3 clusters Score -490921.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -490925.187500 Penalty: 2958.612549
	Iteration 22Q: 3 clusters Score -490925.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -490928.843750 Penalty: 2958.612549
	Iteration 23Q: 3 clusters Score -490928.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -490931.781250 Penalty: 2958.612549
	Iteration 24Q: 3 clusters Score -490931.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -490934.656250 Penalty: 2958.612549
	Iteration 25Q: 3 clusters Score -490934.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -490938.093750 Penalty: 2958.612549
	Iteration 26Q: 3 clusters Score -490938.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -490939.781250 Penalty: 2958.612549
	Iteration 27Q: 3 clusters Score -490939.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -490940.593750 Penalty: 2958.612549
	Iteration 28Q: 3 clusters Score -490940.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -490940.593750 Penalty: 2958.612549
	Iteration 29F: 3 clusters Score -490940.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Entering Unmasked Estep 
Score: -203903.812500 Penalty: 1362.084717
	Iteration 0F: 2 clusters Score -203903.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -200288.468750 Penalty: 2724.169434
	Iteration 0F: 3 clusters Score -200288.5 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -201326.765625 Penalty: 2724.169434
	Iteration 1F: 3 clusters Score -201326.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -201541.921875 Penalty: 2724.169434
	Iteration 2F: 3 clusters Score -201541.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -201723.625000 Penalty: 2724.169434
	Iteration 3F: 3 clusters Score -201723.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -201898.140625 Penalty: 2724.169434
	Iteration 4F: 3 clusters Score -201898.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -202045.500000 Penalty: 2724.169434
	Iteration 5Q: 3 clusters Score -202045.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -202159.921875 Penalty: 2724.169434
	Iteration 6Q: 3 clusters Score -202159.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -202277.968750 Penalty: 2724.169434
	Iteration 7Q: 3 clusters Score -202278 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -202394.296875 Penalty: 2724.169434
	Iteration 8Q: 3 clusters Score -202394.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -202490.843750 Penalty: 2724.169434
	Iteration 9Q: 3 clusters Score -202490.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -202545.859375 Penalty: 2724.169434
	Iteration 10Q: 3 clusters Score -202545.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -202602.203125 Penalty: 2724.169434
	Iteration 11Q: 3 clusters Score -202602.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -202657.390625 Penalty: 2724.169434
	Iteration 12Q: 3 clusters Score -202657.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -202689.875000 Penalty: 2724.169434
	Iteration 13Q: 3 clusters Score -202689.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -202710.546875 Penalty: 2724.169434
	Iteration 14Q: 3 clusters Score -202710.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -202728.140625 Penalty: 2724.169434
	Iteration 15Q: 3 clusters Score -202728.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -202754.687500 Penalty: 2724.169434
	Iteration 16Q: 3 clusters Score -202754.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -202769.937500 Penalty: 2724.169434
	Iteration 17Q: 3 clusters Score -202769.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -202783.953125 Penalty: 2724.169434
	Iteration 18Q: 3 clusters Score -202784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -202799.546875 Penalty: 2724.169434
	Iteration 19Q: 3 clusters Score -202799.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -202810.921875 Penalty: 2724.169434
	Iteration 20F: 3 clusters Score -202810.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -202823.515625 Penalty: 2724.169434
	Iteration 21Q: 3 clusters Score -202823.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -202836.687500 Penalty: 2724.169434
	Iteration 22Q: 3 clusters Score -202836.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -202844.812500 Penalty: 2724.169434
	Iteration 23Q: 3 clusters Score -202844.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -202847.453125 Penalty: 2724.169434
	Iteration 24Q: 3 clusters Score -202847.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -202850.046875 Penalty: 2724.169434
	Iteration 25Q: 3 clusters Score -202850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -202851.968750 Penalty: 2724.169434
	Iteration 26Q: 3 clusters Score -202852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -202852.812500 Penalty: 2724.169434
	Iteration 27Q: 3 clusters Score -202852.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -202853.312500 Penalty: 2724.169434
	Iteration 28Q: 3 clusters Score -202853.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -202854.218750 Penalty: 2724.169434
	Iteration 29Q: 3 clusters Score -202854.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -202855.156250 Penalty: 2724.169434
	Iteration 30Q: 3 clusters Score -202855.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -202855.156250 Penalty: 2724.169434
	Iteration 31F: 3 clusters Score -202855.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Entering Unmasked Estep 
Score: -422837.593750 Penalty: 1459.257568
	Iteration 0F: 2 clusters Score -422837.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -416999.687500 Penalty: 2918.515137
	Iteration 0F: 3 clusters Score -416999.7 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -418758.312500 Penalty: 2918.515137
	Iteration 1F: 3 clusters Score -418758.3 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -418959.875000 Penalty: 2918.515137
	Iteration 2F: 3 clusters Score -418959.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -419114.343750 Penalty: 2918.515137
	Iteration 3Q: 3 clusters Score -419114.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -419276.406250 Penalty: 2918.515137
	Iteration 4Q: 3 clusters Score -419276.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -419463.156250 Penalty: 2918.515137
	Iteration 5Q: 3 clusters Score -419463.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -419688.125000 Penalty: 2918.515137
	Iteration 6Q: 3 clusters Score -419688.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -419946.906250 Penalty: 2918.515137
	Iteration 7Q: 3 clusters Score -419946.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -420218.218750 Penalty: 2918.515137
	Iteration 8Q: 3 clusters Score -420218.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -420460.718750 Penalty: 2918.515137
	Iteration 9Q: 3 clusters Score -420460.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -420700.656250 Penalty: 2918.515137
	Iteration 10Q: 3 clusters Score -420700.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -420902.750000 Penalty: 2918.515137
	Iteration 11Q: 3 clusters Score -420902.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -421044.656250 Penalty: 2918.515137
	Iteration 12Q: 3 clusters Score -421044.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -421168.031250 Penalty: 2918.515137
	Iteration 13Q: 3 clusters Score -421168 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -421265.625000 Penalty: 2918.515137
	Iteration 14Q: 3 clusters Score -421265.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -421325.468750 Penalty: 2918.515137
	Iteration 15Q: 3 clusters Score -421325.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -421388.312500 Penalty: 2918.515137
	Iteration 16Q: 3 clusters Score -421388.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -421423.875000 Penalty: 2918.515137
	Iteration 17Q: 3 clusters Score -421423.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -421458.031250 Penalty: 2918.515137
	Iteration 18Q: 3 clusters Score -421458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -421491.781250 Penalty: 2918.515137
	Iteration 19Q: 3 clusters Score -421491.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -421511.750000 Penalty: 2918.515137
	Iteration 20F: 3 clusters Score -421511.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -421524.406250 Penalty: 2918.515137
	Iteration 21Q: 3 clusters Score -421524.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -421536.093750 Penalty: 2918.515137
	Iteration 22Q: 3 clusters Score -421536.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -421546.156250 Penalty: 2918.515137
	Iteration 23Q: 3 clusters Score -421546.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -421550.625000 Penalty: 2918.515137
	Iteration 24Q: 3 clusters Score -421550.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -421553.937500 Penalty: 2918.515137
	Iteration 25Q: 3 clusters Score -421553.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -421557.406250 Penalty: 2918.515137
	Iteration 26Q: 3 clusters Score -421557.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -421560.218750 Penalty: 2918.515137
	Iteration 27Q: 3 clusters Score -421560.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -421561.312500 Penalty: 2918.515137
	Iteration 28Q: 3 clusters Score -421561.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -421561.968750 Penalty: 2918.515137
	Iteration 29Q: 3 clusters Score -421562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -421564.218750 Penalty: 2918.515137
	Iteration 30Q: 3 clusters Score -421564.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -421564.875000 Penalty: 2918.515137
	Iteration 31Q: 3 clusters Score -421564.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -421564.875000 Penalty: 2918.515137
	Iteration 32F: 3 clusters Score -421564.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Entering Unmasked Estep 
Score: -625447.375000 Penalty: 1534.609619
	Iteration 0F: 2 clusters Score -625447.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -616574.812500 Penalty: 3069.219238
	Iteration 0F: 3 clusters Score -616574.8 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -619476.437500 Penalty: 3069.219238
	Iteration 1F: 3 clusters Score -619476.4 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -619713.375000 Penalty: 3069.219238
	Iteration 2F: 3 clusters Score -619713.4 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -619892.000000 Penalty: 3069.219238
	Iteration 3Q: 3 clusters Score -619892 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -620033.875000 Penalty: 3069.219238
	Iteration 4Q: 3 clusters Score -620033.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -620152.562500 Penalty: 3069.219238
	Iteration 5Q: 3 clusters Score -620152.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -620253.687500 Penalty: 3069.219238
	Iteration 6Q: 3 clusters Score -620253.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -620350.062500 Penalty: 3069.219238
	Iteration 7Q: 3 clusters Score -620350.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -620453.500000 Penalty: 3069.219238
	Iteration 8Q: 3 clusters Score -620453.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -620579.125000 Penalty: 3069.219238
	Iteration 9Q: 3 clusters Score -620579.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -620745.375000 Penalty: 3069.219238
	Iteration 10Q: 3 clusters Score -620745.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -620950.875000 Penalty: 3069.219238
	Iteration 11Q: 3 clusters Score -620950.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -621207.625000 Penalty: 3069.219238
	Iteration 12Q: 3 clusters Score -621207.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -621524.500000 Penalty: 3069.219238
	Iteration 13Q: 3 clusters Score -621524.5 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -621880.562500 Penalty: 3069.219238
	Iteration 14Q: 3 clusters Score -621880.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -622259.187500 Penalty: 3069.219238
	Iteration 15Q: 3 clusters Score -622259.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -622613.687500 Penalty: 3069.219238
	Iteration 16Q: 3 clusters Score -622613.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -622912.125000 Penalty: 3069.219238
	Iteration 17Q: 3 clusters Score -622912.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -623180.875000 Penalty: 3069.219238
	Iteration 18Q: 3 clusters Score -623180.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -623387.437500 Penalty: 3069.219238
	Iteration 19Q: 3 clusters Score -623387.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -623539.750000 Penalty: 3069.219238
	Iteration 20F: 3 clusters Score -623539.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -623702.625000 Penalty: 3069.219238
	Iteration 21Q: 3 clusters Score -623702.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -623848.812500 Penalty: 3069.219238
	Iteration 22Q: 3 clusters Score -623848.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -623947.437500 Penalty: 3069.219238
	Iteration 23Q: 3 clusters Score -623947.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -624006.375000 Penalty: 3069.219238
	Iteration 24Q: 3 clusters Score -624006.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -624053.500000 Penalty: 3069.219238
	Iteration 25Q: 3 clusters Score -624053.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -624081.062500 Penalty: 3069.219238
	Iteration 26Q: 3 clusters Score -624081.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -624101.437500 Penalty: 3069.219238
	Iteration 27Q: 3 clusters Score -624101.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -624120.562500 Penalty: 3069.219238
	Iteration 28Q: 3 clusters Score -624120.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -624131.687500 Penalty: 3069.219238
	Iteration 29Q: 3 clusters Score -624131.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -624141.187500 Penalty: 3069.219238
	Iteration 30Q: 3 clusters Score -624141.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -624152.687500 Penalty: 3069.219238
	Iteration 31Q: 3 clusters Score -624152.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -624164.937500 Penalty: 3069.219238
	Iteration 32Q: 3 clusters Score -624164.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -624176.375000 Penalty: 3069.219238
	Iteration 33Q: 3 clusters Score -624176.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -624181.937500 Penalty: 3069.219238
	Iteration 34Q: 3 clusters Score -624181.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -624182.500000 Penalty: 3069.219238
	Iteration 35Q: 3 clusters Score -624182.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -624182.500000 Penalty: 3069.219238
	Iteration 36F: 3 clusters Score -624182.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 189891 members 
Mstep: Class 5 contains 24851 members 
Mstep: Class 6 contains 188283 members 
Mstep: Class 9 contains 2712 members 
Mstep: Class 10 contains 42359 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 17 contains 44360 members 
Mstep: Class 19 contains 15600 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4368 members 
Mstep: Class 22 contains 7943 members 
Mstep: Class 23 contains 12629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084624.000000 Penalty: 30217.503906
Iteration 199Q: 15 clusters Score -2.908462e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 189893 members 
Mstep: Class 5 contains 24908 members 
Mstep: Class 6 contains 188306 members 
Mstep: Class 9 contains 2710 members 
Mstep: Class 10 contains 42358 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 17 contains 44356 members 
Mstep: Class 19 contains 15523 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 7944 members 
Mstep: Class 23 contains 12629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084646.000000 Penalty: 30217.503906
Iteration 200F: 15 clusters Score -2.908465e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 189895 members 
Mstep: Class 5 contains 24966 members 
Mstep: Class 6 contains 188340 members 
Mstep: Class 9 contains 2710 members 
Mstep: Class 10 contains 42358 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 17 contains 44348 members 
Mstep: Class 19 contains 15436 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4370 members 
Mstep: Class 22 contains 7944 members 
Mstep: Class 23 contains 12629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084586.000000 Penalty: 30217.503906
Iteration 201Q: 15 clusters Score -2.908459e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 189900 members 
Mstep: Class 5 contains 25023 members 
Mstep: Class 6 contains 188392 members 
Mstep: Class 9 contains 2709 members 
Mstep: Class 10 contains 42356 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 17 contains 44339 members 
Mstep: Class 19 contains 15334 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4370 members 
Mstep: Class 22 contains 7943 members 
Mstep: Class 23 contains 12629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084580.000000 Penalty: 30217.503906
Iteration 202Q: 15 clusters Score -2.908458e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 189898 members 
Mstep: Class 5 contains 25084 members 
Mstep: Class 6 contains 188431 members 
Mstep: Class 9 contains 2709 members 
Mstep: Class 10 contains 42353 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 17 contains 44331 members 
Mstep: Class 19 contains 15249 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4370 members 
Mstep: Class 22 contains 7942 members 
Mstep: Class 23 contains 12629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084608.000000 Penalty: 30217.503906
Iteration 203Q: 15 clusters Score -2.908461e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 189896 members 
Mstep: Class 5 contains 25140 members 
Mstep: Class 6 contains 188484 members 
Mstep: Class 9 contains 2712 members 
Mstep: Class 10 contains 42348 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 17 contains 44335 members 
Mstep: Class 19 contains 15143 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4370 members 
Mstep: Class 22 contains 7941 members 
Mstep: Class 23 contains 12630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084620.000000 Penalty: 30217.503906
Iteration 204Q: 15 clusters Score -2.908462e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 189897 members 
Mstep: Class 5 contains 25199 members 
Mstep: Class 6 contains 188540 members 
Mstep: Class 9 contains 2713 members 
Mstep: Class 10 contains 42346 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 17 contains 44332 members 
Mstep: Class 19 contains 15039 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 7939 members 
Mstep: Class 23 contains 12630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084686.000000 Penalty: 30217.503906
Iteration 205Q: 15 clusters Score -2.908469e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 189890 members 
Mstep: Class 5 contains 25244 members 
Mstep: Class 6 contains 188602 members 
Mstep: Class 9 contains 2713 members 
Mstep: Class 10 contains 42343 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 17 contains 44333 members 
Mstep: Class 19 contains 14945 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4366 members 
Mstep: Class 22 contains 7939 members 
Mstep: Class 23 contains 12632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084672.000000 Penalty: 30217.503906
Iteration 206Q: 15 clusters Score -2.908467e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 189886 members 
Mstep: Class 5 contains 25301 members 
Mstep: Class 6 contains 188669 members 
Mstep: Class 9 contains 2714 members 
Mstep: Class 10 contains 42344 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 17 contains 44330 members 
Mstep: Class 19 contains 14830 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4364 members 
Mstep: Class 22 contains 7938 members 
Mstep: Class 23 contains 12634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084674.000000 Penalty: 30217.503906
Iteration 207Q: 15 clusters Score -2.908467e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 189893 members 
Mstep: Class 5 contains 25367 members 
Mstep: Class 6 contains 188718 members 
Mstep: Class 9 contains 2714 members 
Mstep: Class 10 contains 42349 members 
Mstep: Class 11 contains 9555 members 
Mstep: Class 17 contains 44330 members 
Mstep: Class 19 contains 14706 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4361 members 
Mstep: Class 22 contains 7939 members 
Mstep: Class 23 contains 12637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084712.000000 Penalty: 30217.503906
Iteration 208Q: 15 clusters Score -2.908471e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 189897 members 
Mstep: Class 5 contains 25435 members 
Mstep: Class 6 contains 188763 members 
Mstep: Class 9 contains 2716 members 
Mstep: Class 10 contains 42346 members 
Mstep: Class 11 contains 9555 members 
Mstep: Class 17 contains 44333 members 
Mstep: Class 19 contains 14590 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 4361 members 
Mstep: Class 22 contains 7939 members 
Mstep: Class 23 contains 12638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084762.000000 Penalty: 30217.503906
Iteration 209Q: 15 clusters Score -2.908476e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 189900 members 
Mstep: Class 5 contains 25492 members 
Mstep: Class 6 contains 188812 members 
Mstep: Class 9 contains 2714 members 
Mstep: Class 10 contains 42342 members 
Mstep: Class 11 contains 9555 members 
Mstep: Class 17 contains 44334 members 
Mstep: Class 19 contains 14488 members 
Mstep: Class 20 contains 8985 members 
Mstep: Class 21 contains 4361 members 
Mstep: Class 22 contains 7939 members 
Mstep: Class 23 contains 12641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084742.000000 Penalty: 30217.503906
Iteration 210Q: 15 clusters Score -2.908474e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 189909 members 
Mstep: Class 5 contains 25546 members 
Mstep: Class 6 contains 188855 members 
Mstep: Class 9 contains 2714 members 
Mstep: Class 10 contains 42335 members 
Mstep: Class 11 contains 9555 members 
Mstep: Class 17 contains 44337 members 
Mstep: Class 19 contains 14389 members 
Mstep: Class 20 contains 8982 members 
Mstep: Class 21 contains 4359 members 
Mstep: Class 22 contains 7940 members 
Mstep: Class 23 contains 12641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084804.000000 Penalty: 30217.503906
Iteration 211Q: 15 clusters Score -2.90848e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 189914 members 
Mstep: Class 5 contains 25611 members 
Mstep: Class 6 contains 188886 members 
Mstep: Class 9 contains 2712 members 
Mstep: Class 10 contains 42333 members 
Mstep: Class 11 contains 9555 members 
Mstep: Class 17 contains 44344 members 
Mstep: Class 19 contains 14283 members 
Mstep: Class 20 contains 8979 members 
Mstep: Class 21 contains 4357 members 
Mstep: Class 22 contains 7940 members 
Mstep: Class 23 contains 12645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084814.000000 Penalty: 30217.503906
Iteration 212Q: 15 clusters Score -2.908481e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 189916 members 
Mstep: Class 5 contains 25670 members 
Mstep: Class 6 contains 188912 members 
Mstep: Class 9 contains 2713 members 
Mstep: Class 10 contains 42330 members 
Mstep: Class 11 contains 9555 members 
Mstep: Class 17 contains 44350 members 
Mstep: Class 19 contains 14192 members 
Mstep: Class 20 contains 8976 members 
Mstep: Class 21 contains 4355 members 
Mstep: Class 22 contains 7941 members 
Mstep: Class 23 contains 12648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084860.000000 Penalty: 30217.503906
Iteration 213Q: 15 clusters Score -2.908486e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 189919 members 
Mstep: Class 5 contains 25722 members 
Mstep: Class 6 contains 188957 members 
Mstep: Class 9 contains 2711 members 
Mstep: Class 10 contains 42325 members 
Mstep: Class 11 contains 9555 members 
Mstep: Class 17 contains 44352 members 
Mstep: Class 19 contains 14094 members 
Mstep: Class 20 contains 8974 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7941 members 
Mstep: Class 23 contains 12653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084878.000000 Penalty: 30217.503906
Iteration 214Q: 15 clusters Score -2.908488e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 189922 members 
Mstep: Class 5 contains 25770 members 
Mstep: Class 6 contains 188997 members 
Mstep: Class 9 contains 2711 members 
Mstep: Class 10 contains 42316 members 
Mstep: Class 11 contains 9555 members 
Mstep: Class 17 contains 44358 members 
Mstep: Class 19 contains 14000 members 
Mstep: Class 20 contains 8971 members 
Mstep: Class 21 contains 4357 members 
Mstep: Class 22 contains 7940 members 
Mstep: Class 23 contains 12657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084894.000000 Penalty: 30217.503906
Iteration 215Q: 15 clusters Score -2.908489e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 189934 members 
Mstep: Class 5 contains 25814 members 
Mstep: Class 6 contains 189028 members 
Mstep: Class 9 contains 2712 members 
Mstep: Class 10 contains 42312 members 
Mstep: Class 11 contains 9555 members 
Mstep: Class 17 contains 44362 members 
Mstep: Class 19 contains 13919 members 
Mstep: Class 20 contains 8967 members 
Mstep: Class 21 contains 4357 members 
Mstep: Class 22 contains 7939 members 
Mstep: Class 23 contains 12657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084912.000000 Penalty: 30217.503906
Iteration 216Q: 15 clusters Score -2.908491e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 189945 members 
Mstep: Class 5 contains 25858 members 
Mstep: Class 6 contains 189053 members 
Mstep: Class 9 contains 2711 members 
Mstep: Class 10 contains 42311 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 17 contains 44372 members 
Mstep: Class 19 contains 13840 members 
Mstep: Class 20 contains 8960 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7938 members 
Mstep: Class 23 contains 12658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084920.000000 Penalty: 30217.503906
Iteration 217Q: 15 clusters Score -2.908492e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 189953 members 
Mstep: Class 5 contains 25905 members 
Mstep: Class 6 contains 189065 members 
Mstep: Class 9 contains 2710 members 
Mstep: Class 10 contains 42310 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 17 contains 44375 members 
Mstep: Class 19 contains 13776 members 
Mstep: Class 20 contains 8955 members 
Mstep: Class 21 contains 4355 members 
Mstep: Class 22 contains 7937 members 
Mstep: Class 23 contains 12660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084956.000000 Penalty: 30217.503906
Iteration 218Q: 15 clusters Score -2.908496e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 189965 members 
Mstep: Class 5 contains 25946 members 
Mstep: Class 6 contains 189089 members 
Mstep: Class 9 contains 2708 members 
Mstep: Class 10 contains 42308 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 17 contains 44374 members 
Mstep: Class 19 contains 13708 members 
Mstep: Class 20 contains 8951 members 
Mstep: Class 21 contains 4354 members 
Mstep: Class 22 contains 7936 members 
Mstep: Class 23 contains 12662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084938.000000 Penalty: 30217.503906
Iteration 219Q: 15 clusters Score -2.908494e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 189977 members 
Mstep: Class 5 contains 25983 members 
Mstep: Class 6 contains 189108 members 
Mstep: Class 9 contains 2711 members 
Mstep: Class 10 contains 42304 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 17 contains 44380 members 
Mstep: Class 19 contains 13635 members 
Mstep: Class 20 contains 8945 members 
Mstep: Class 21 contains 4354 members 
Mstep: Class 22 contains 7939 members 
Mstep: Class 23 contains 12664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084904.000000 Penalty: 30217.503906
Iteration 220F: 15 clusters Score -2.90849e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 189988 members 
Mstep: Class 5 contains 26032 members 
Mstep: Class 6 contains 189140 members 
Mstep: Class 9 contains 2711 members 
Mstep: Class 10 contains 42298 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 17 contains 44385 members 
Mstep: Class 19 contains 13547 members 
Mstep: Class 20 contains 8940 members 
Mstep: Class 21 contains 4354 members 
Mstep: Class 22 contains 7942 members 
Mstep: Class 23 contains 12664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084904.000000 Penalty: 30217.503906
Iteration 221Q: 15 clusters Score -2.90849e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 190011 members 
Mstep: Class 5 contains 26079 members 
Mstep: Class 6 contains 189166 members 
Mstep: Class 9 contains 2708 members 
Mstep: Class 10 contains 42291 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 17 contains 44389 members 
Mstep: Class 19 contains 13466 members 
Mstep: Class 20 contains 8930 members 
Mstep: Class 21 contains 4354 members 
Mstep: Class 22 contains 7944 members 
Mstep: Class 23 contains 12665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084926.000000 Penalty: 30217.503906
Iteration 222Q: 15 clusters Score -2.908493e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 190023 members 
Mstep: Class 5 contains 26115 members 
Mstep: Class 6 contains 189201 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42287 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 17 contains 44390 members 
Mstep: Class 19 contains 13396 members 
Mstep: Class 20 contains 8923 members 
Mstep: Class 21 contains 4354 members 
Mstep: Class 22 contains 7945 members 
Mstep: Class 23 contains 12665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084970.000000 Penalty: 30217.503906
Iteration 223Q: 15 clusters Score -2.908497e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 190027 members 
Mstep: Class 5 contains 26137 members 
Mstep: Class 6 contains 189257 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42282 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 17 contains 44394 members 
Mstep: Class 19 contains 13318 members 
Mstep: Class 20 contains 8919 members 
Mstep: Class 21 contains 4354 members 
Mstep: Class 22 contains 7946 members 
Mstep: Class 23 contains 12665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084930.000000 Penalty: 30217.503906
Iteration 224Q: 15 clusters Score -2.908493e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 190030 members 
Mstep: Class 5 contains 26161 members 
Mstep: Class 6 contains 189309 members 
Mstep: Class 9 contains 2703 members 
Mstep: Class 10 contains 42277 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 17 contains 44399 members 
Mstep: Class 19 contains 13246 members 
Mstep: Class 20 contains 8914 members 
Mstep: Class 21 contains 4355 members 
Mstep: Class 22 contains 7946 members 
Mstep: Class 23 contains 12665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084916.000000 Penalty: 30217.503906
Iteration 225Q: 15 clusters Score -2.908492e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 190036 members 
Mstep: Class 5 contains 26189 members 
Mstep: Class 6 contains 189342 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42274 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 17 contains 44402 members 
Mstep: Class 19 contains 13181 members 
Mstep: Class 20 contains 8910 members 
Mstep: Class 21 contains 4355 members 
Mstep: Class 22 contains 7947 members 
Mstep: Class 23 contains 12665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084890.000000 Penalty: 30217.503906
Iteration 226Q: 15 clusters Score -2.908489e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 190038 members 
Mstep: Class 5 contains 26217 members 
Mstep: Class 6 contains 189369 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 42272 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 17 contains 44404 members 
Mstep: Class 19 contains 13126 members 
Mstep: Class 20 contains 8907 members 
Mstep: Class 21 contains 4355 members 
Mstep: Class 22 contains 7946 members 
Mstep: Class 23 contains 12665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084884.000000 Penalty: 30217.503906
Iteration 227Q: 15 clusters Score -2.908488e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 190041 members 
Mstep: Class 5 contains 26241 members 
Mstep: Class 6 contains 189391 members 
Mstep: Class 9 contains 2707 members 
Mstep: Class 10 contains 42269 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 17 contains 44409 members 
Mstep: Class 19 contains 13076 members 
Mstep: Class 20 contains 8905 members 
Mstep: Class 21 contains 4355 members 
Mstep: Class 22 contains 7946 members 
Mstep: Class 23 contains 12665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084914.000000 Penalty: 30217.503906
Iteration 228Q: 15 clusters Score -2.908491e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 190043 members 
Mstep: Class 5 contains 26265 members 
Mstep: Class 6 contains 189434 members 
Mstep: Class 9 contains 2707 members 
Mstep: Class 10 contains 42266 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 17 contains 44412 members 
Mstep: Class 19 contains 13010 members 
Mstep: Class 20 contains 8903 members 
Mstep: Class 21 contains 4355 members 
Mstep: Class 22 contains 7946 members 
Mstep: Class 23 contains 12664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084930.000000 Penalty: 30217.503906
Iteration 229Q: 15 clusters Score -2.908493e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 190049 members 
Mstep: Class 5 contains 26280 members 
Mstep: Class 6 contains 189470 members 
Mstep: Class 9 contains 2706 members 
Mstep: Class 10 contains 42261 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 17 contains 44416 members 
Mstep: Class 19 contains 12962 members 
Mstep: Class 20 contains 8896 members 
Mstep: Class 21 contains 4355 members 
Mstep: Class 22 contains 7947 members 
Mstep: Class 23 contains 12663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084956.000000 Penalty: 30217.503906
Iteration 230Q: 15 clusters Score -2.908496e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 190051 members 
Mstep: Class 5 contains 26300 members 
Mstep: Class 6 contains 189504 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 42258 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 17 contains 44422 members 
Mstep: Class 19 contains 12908 members 
Mstep: Class 20 contains 8892 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7948 members 
Mstep: Class 23 contains 12663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084926.000000 Penalty: 30217.503906
Iteration 231Q: 15 clusters Score -2.908493e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 190050 members 
Mstep: Class 5 contains 26318 members 
Mstep: Class 6 contains 189538 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42254 members 
Mstep: Class 11 contains 9557 members 
Mstep: Class 17 contains 44430 members 
Mstep: Class 19 contains 12855 members 
Mstep: Class 20 contains 8891 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7947 members 
Mstep: Class 23 contains 12663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084930.000000 Penalty: 30217.503906
Iteration 232Q: 15 clusters Score -2.908493e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 190052 members 
Mstep: Class 5 contains 26333 members 
Mstep: Class 6 contains 189561 members 
Mstep: Class 9 contains 2703 members 
Mstep: Class 10 contains 42253 members 
Mstep: Class 11 contains 9557 members 
Mstep: Class 17 contains 44434 members 
Mstep: Class 19 contains 12814 members 
Mstep: Class 20 contains 8889 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7947 members 
Mstep: Class 23 contains 12663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084948.000000 Penalty: 30217.503906
Iteration 233Q: 15 clusters Score -2.908495e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 190050 members 
Mstep: Class 5 contains 26346 members 
Mstep: Class 6 contains 189592 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 42253 members 
Mstep: Class 11 contains 9557 members 
Mstep: Class 17 contains 44434 members 
Mstep: Class 19 contains 12771 members 
Mstep: Class 20 contains 8889 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7949 members 
Mstep: Class 23 contains 12663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084982.000000 Penalty: 30217.503906
Iteration 234Q: 15 clusters Score -2.908498e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 190048 members 
Mstep: Class 5 contains 26361 members 
Mstep: Class 6 contains 189612 members 
Mstep: Class 9 contains 2700 members 
Mstep: Class 10 contains 42253 members 
Mstep: Class 11 contains 9557 members 
Mstep: Class 17 contains 44432 members 
Mstep: Class 19 contains 12741 members 
Mstep: Class 20 contains 8889 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7950 members 
Mstep: Class 23 contains 12663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084958.000000 Penalty: 30217.503906
Iteration 235Q: 15 clusters Score -2.908496e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 190047 members 
Mstep: Class 5 contains 26378 members 
Mstep: Class 6 contains 189632 members 
Mstep: Class 9 contains 2700 members 
Mstep: Class 10 contains 42253 members 
Mstep: Class 11 contains 9557 members 
Mstep: Class 17 contains 44434 members 
Mstep: Class 19 contains 12703 members 
Mstep: Class 20 contains 8889 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7951 members 
Mstep: Class 23 contains 12663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084962.000000 Penalty: 30217.503906
Iteration 236Q: 15 clusters Score -2.908496e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 190045 members 
Mstep: Class 5 contains 26395 members 
Mstep: Class 6 contains 189658 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 42251 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44431 members 
Mstep: Class 19 contains 12666 members 
Mstep: Class 20 contains 8889 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7950 members 
Mstep: Class 23 contains 12664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085028.000000 Penalty: 30217.503906
Iteration 237Q: 15 clusters Score -2.908503e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 190045 members 
Mstep: Class 5 contains 26412 members 
Mstep: Class 6 contains 189675 members 
Mstep: Class 9 contains 2702 members 
Mstep: Class 10 contains 42251 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44433 members 
Mstep: Class 19 contains 12628 members 
Mstep: Class 20 contains 8889 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7951 members 
Mstep: Class 23 contains 12665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085034.000000 Penalty: 30217.503906
Iteration 238Q: 15 clusters Score -2.908503e+07 nChanged 51
Entering ConstructFrom: 
Score: -29085034.000000 Penalty: 30217.503906
Entering ConstructFrom: 
Trying to split cluster 1 (32773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Entering Unmasked Estep 
Score: -1737787.000000 Penalty: 1689.570923
	Iteration 0F: 2 clusters Score -1737787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -1715655.250000 Penalty: 3379.141846
	Iteration 0F: 3 clusters Score -1715655 nChanged 15182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -1724087.250000 Penalty: 3379.141846
	Iteration 1F: 3 clusters Score -1724087 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -1724557.750000 Penalty: 3379.141846
	Iteration 2Q: 3 clusters Score -1724558 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -1725069.375000 Penalty: 3379.141846
	Iteration 3Q: 3 clusters Score -1725069 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -1725668.625000 Penalty: 3379.141846
	Iteration 4Q: 3 clusters Score -1725669 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -1726427.500000 Penalty: 3379.141846
	Iteration 5Q: 3 clusters Score -1726428 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -1727479.625000 Penalty: 3379.141846
	Iteration 6F: 3 clusters Score -1727480 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -1728857.250000 Penalty: 3379.141846
	Iteration 7F: 3 clusters Score -1728857 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -1730470.500000 Penalty: 3379.141846
	Iteration 8F: 3 clusters Score -1730470 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -1731826.375000 Penalty: 3379.141846
	Iteration 9F: 3 clusters Score -1731826 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -1732581.750000 Penalty: 3379.141846
	Iteration 10Q: 3 clusters Score -1732582 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -1732859.500000 Penalty: 3379.141846
	Iteration 11Q: 3 clusters Score -1732860 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1732996 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -1733079.250000 Penalty: 3379.141846
	Iteration 13Q: 3 clusters Score -1733079 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1733145 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -1733206.500000 Penalty: 3379.141846
	Iteration 15Q: 3 clusters Score -1733206 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -1733253.500000 Penalty: 3379.141846
	Iteration 16Q: 3 clusters Score -1733254 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -1733293.250000 Penalty: 3379.141846
	Iteration 17Q: 3 clusters Score -1733293 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1733327 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -1733341.250000 Penalty: 3379.141846
	Iteration 19Q: 3 clusters Score -1733341 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -1733370.500000 Penalty: 3379.141846
	Iteration 20F: 3 clusters Score -1733370 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -1733392.250000 Penalty: 3379.141846
	Iteration 21Q: 3 clusters Score -1733392 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -1733406.000000 Penalty: 3379.141846
	Iteration 22Q: 3 clusters Score -1733406 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -1733415.750000 Penalty: 3379.141846
	Iteration 23Q: 3 clusters Score -1733416 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -1733439.625000 Penalty: 3379.141846
	Iteration 24Q: 3 clusters Score -1733440 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -1733455.125000 Penalty: 3379.141846
	Iteration 25Q: 3 clusters Score -1733455 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -1733456.375000 Penalty: 3379.141846
	Iteration 26Q: 3 clusters Score -1733456 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -1733466.500000 Penalty: 3379.141846
	Iteration 27Q: 3 clusters Score -1733466 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -1733480.250000 Penalty: 3379.141846
	Iteration 28Q: 3 clusters Score -1733480 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -1733487.750000 Penalty: 3379.141846
	Iteration 29Q: 3 clusters Score -1733488 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -1733502.125000 Penalty: 3379.141846
	Iteration 30Q: 3 clusters Score -1733502 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -1733512.250000 Penalty: 3379.141846
	Iteration 31Q: 3 clusters Score -1733512 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -1733534.625000 Penalty: 3379.141846
	Iteration 32Q: 3 clusters Score -1733535 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -1733556.875000 Penalty: 3379.141846
	Iteration 33Q: 3 clusters Score -1733557 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -1733577.000000 Penalty: 3379.141846
	Iteration 34Q: 3 clusters Score -1733577 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1733585 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1733599 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -1733620.500000 Penalty: 3379.141846
	Iteration 37Q: 3 clusters Score -1733620 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -1733631.500000 Penalty: 3379.141846
	Iteration 38Q: 3 clusters Score -1733632 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -1733647.500000 Penalty: 3379.141846
	Iteration 39Q: 3 clusters Score -1733648 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -1733663.375000 Penalty: 3379.141846
	Iteration 40F: 3 clusters Score -1733663 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -1733692.000000 Penalty: 3379.141846
	Iteration 41Q: 3 clusters Score -1733692 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -1733716.625000 Penalty: 3379.141846
	Iteration 42Q: 3 clusters Score -1733717 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -1733741.625000 Penalty: 3379.141846
	Iteration 43Q: 3 clusters Score -1733742 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -1733763.000000 Penalty: 3379.141846
	Iteration 44Q: 3 clusters Score -1733763 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1733799 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -1733832.625000 Penalty: 3379.141846
	Iteration 46Q: 3 clusters Score -1733833 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1733878 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -1733937.250000 Penalty: 3379.141846
	Iteration 48Q: 3 clusters Score -1733937 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1733989 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -1734053.500000 Penalty: 3379.141846
	Iteration 50Q: 3 clusters Score -1734054 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -1734127.875000 Penalty: 3379.141846
	Iteration 51Q: 3 clusters Score -1734128 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -1734224.000000 Penalty: 3379.141846
	Iteration 52Q: 3 clusters Score -1734224 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1734337 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1734466 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1734588 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -1734707.000000 Penalty: 3379.141846
	Iteration 56Q: 3 clusters Score -1734707 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1734816 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -1734941.250000 Penalty: 3379.141846
	Iteration 58Q: 3 clusters Score -1734941 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -1735058.625000 Penalty: 3379.141846
	Iteration 59Q: 3 clusters Score -1735059 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -1735173.750000 Penalty: 3379.141846
	Iteration 60F: 3 clusters Score -1735174 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -1735279.000000 Penalty: 3379.141846
	Iteration 61Q: 3 clusters Score -1735279 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -1735362.000000 Penalty: 3379.141846
	Iteration 62Q: 3 clusters Score -1735362 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -1735466.250000 Penalty: 3379.141846
	Iteration 63Q: 3 clusters Score -1735466 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -1735545.125000 Penalty: 3379.141846
	Iteration 64Q: 3 clusters Score -1735545 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -1735636.000000 Penalty: 3379.141846
	Iteration 65Q: 3 clusters Score -1735636 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -1735733.375000 Penalty: 3379.141846
	Iteration 66Q: 3 clusters Score -1735733 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -1735793.250000 Penalty: 3379.141846
	Iteration 67Q: 3 clusters Score -1735793 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 30396 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1735866 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -1735935.125000 Penalty: 3379.141846
	Iteration 69Q: 3 clusters Score -1735935 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -1735975.250000 Penalty: 3379.141846
	Iteration 70Q: 3 clusters Score -1735975 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -1736018.500000 Penalty: 3379.141846
	Iteration 71Q: 3 clusters Score -1736018 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -1736063.000000 Penalty: 3379.141846
	Iteration 72Q: 3 clusters Score -1736063 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -1736109.875000 Penalty: 3379.141846
	Iteration 73Q: 3 clusters Score -1736110 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -1736155.125000 Penalty: 3379.141846
	Iteration 74Q: 3 clusters Score -1736155 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -1736181.750000 Penalty: 3379.141846
	Iteration 75Q: 3 clusters Score -1736182 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -1736204.750000 Penalty: 3379.141846
	Iteration 76Q: 3 clusters Score -1736205 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -1736229.250000 Penalty: 3379.141846
	Iteration 77Q: 3 clusters Score -1736229 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -1736237.625000 Penalty: 3379.141846
	Iteration 78Q: 3 clusters Score -1736238 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 31533 members 
Entering Unmasked Estep 
Score: -1736253.250000 Penalty: 3379.141846
	Iteration 79Q: 3 clusters Score -1736253 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -1736254.875000 Penalty: 3379.141846
	Iteration 80F: 3 clusters Score -1736255 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -1736271.125000 Penalty: 3379.141846
	Iteration 81Q: 3 clusters Score -1736271 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -1736286.250000 Penalty: 3379.141846
	Iteration 82Q: 3 clusters Score -1736286 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -1736296.875000 Penalty: 3379.141846
	Iteration 83Q: 3 clusters Score -1736297 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -1736304.500000 Penalty: 3379.141846
	Iteration 84Q: 3 clusters Score -1736304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -1736310.375000 Penalty: 3379.141846
	Iteration 85Q: 3 clusters Score -1736310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -1736315.500000 Penalty: 3379.141846
	Iteration 86Q: 3 clusters Score -1736316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -1736317.625000 Penalty: 3379.141846
	Iteration 87Q: 3 clusters Score -1736318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -1736329.375000 Penalty: 3379.141846
	Iteration 88Q: 3 clusters Score -1736329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -1736330.875000 Penalty: 3379.141846
	Iteration 89Q: 3 clusters Score -1736331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -1736337.125000 Penalty: 3379.141846
	Iteration 90Q: 3 clusters Score -1736337 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 31839 members 
Entering Unmasked Estep 
Score: -1736342.625000 Penalty: 3379.141846
	Iteration 91Q: 3 clusters Score -1736343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 31849 members 
Entering Unmasked Estep 
Score: -1736345.250000 Penalty: 3379.141846
	Iteration 92Q: 3 clusters Score -1736345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -1736351.750000 Penalty: 3379.141846
	Iteration 93Q: 3 clusters Score -1736352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -1736355.250000 Penalty: 3379.141846
	Iteration 94Q: 3 clusters Score -1736355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -1736361.750000 Penalty: 3379.141846
	Iteration 95Q: 3 clusters Score -1736362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -1736367.125000 Penalty: 3379.141846
	Iteration 96Q: 3 clusters Score -1736367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -1736364.625000 Penalty: 3379.141846
	Iteration 97Q: 3 clusters Score -1736365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1736366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -1736366.875000 Penalty: 3379.141846
	Iteration 99Q: 3 clusters Score -1736367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -1736368.125000 Penalty: 3379.141846
	Iteration 100F: 3 clusters Score -1736368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -1736367.875000 Penalty: 3379.141846
	Iteration 101Q: 3 clusters Score -1736368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -1736369.750000 Penalty: 3379.141846
	Iteration 102Q: 3 clusters Score -1736370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -1736369.875000 Penalty: 3379.141846
	Iteration 103Q: 3 clusters Score -1736370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -1736373.875000 Penalty: 3379.141846
	Iteration 104Q: 3 clusters Score -1736374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -1736375.125000 Penalty: 3379.141846
	Iteration 105Q: 3 clusters Score -1736375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -1736378.750000 Penalty: 3379.141846
	Iteration 106Q: 3 clusters Score -1736379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -1736386.875000 Penalty: 3379.141846
	Iteration 107Q: 3 clusters Score -1736387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -1736394.875000 Penalty: 3379.141846
	Iteration 108Q: 3 clusters Score -1736395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -1736402.375000 Penalty: 3379.141846
	Iteration 109Q: 3 clusters Score -1736402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -1736403.375000 Penalty: 3379.141846
	Iteration 110Q: 3 clusters Score -1736403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -1736404.375000 Penalty: 3379.141846
	Iteration 111Q: 3 clusters Score -1736404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -1736407.000000 Penalty: 3379.141846
	Iteration 112Q: 3 clusters Score -1736407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -1736406.625000 Penalty: 3379.141846
	Iteration 113Q: 3 clusters Score -1736407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -1736408.750000 Penalty: 3379.141846
	Iteration 114Q: 3 clusters Score -1736409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -1736408.125000 Penalty: 3379.141846
	Iteration 115Q: 3 clusters Score -1736408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -1736408.125000 Penalty: 3379.141846
	Iteration 116F: 3 clusters Score -1736408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Entering Unmasked Estep 
Score: -112470.976562 Penalty: 1268.124512
	Iteration 0F: 2 clusters Score -112471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -110114.375000 Penalty: 2536.249023
	Iteration 0F: 3 clusters Score -110114.4 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -110724.578125 Penalty: 2536.249023
	Iteration 1F: 3 clusters Score -110724.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -110925.039062 Penalty: 2536.249023
	Iteration 2F: 3 clusters Score -110925 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -111110.859375 Penalty: 2536.249023
	Iteration 3F: 3 clusters Score -111110.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -111263.570312 Penalty: 2536.249023
	Iteration 4F: 3 clusters Score -111263.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -111385.828125 Penalty: 2536.249023
	Iteration 5F: 3 clusters Score -111385.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -111468.953125 Penalty: 2536.249023
	Iteration 6Q: 3 clusters Score -111469 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -111523.609375 Penalty: 2536.249023
	Iteration 7Q: 3 clusters Score -111523.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -111559.648438 Penalty: 2536.249023
	Iteration 8Q: 3 clusters Score -111559.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -111589.367188 Penalty: 2536.249023
	Iteration 9Q: 3 clusters Score -111589.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -111608.804688 Penalty: 2536.249023
	Iteration 10Q: 3 clusters Score -111608.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -111624.429688 Penalty: 2536.249023
	Iteration 11Q: 3 clusters Score -111624.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -111636.000000 Penalty: 2536.249023
	Iteration 12Q: 3 clusters Score -111636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -111650.593750 Penalty: 2536.249023
	Iteration 13Q: 3 clusters Score -111650.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -111658.687500 Penalty: 2536.249023
	Iteration 14Q: 3 clusters Score -111658.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -111668.765625 Penalty: 2536.249023
	Iteration 15Q: 3 clusters Score -111668.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -111674.664062 Penalty: 2536.249023
	Iteration 16Q: 3 clusters Score -111674.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -111678.781250 Penalty: 2536.249023
	Iteration 17Q: 3 clusters Score -111678.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -111682.328125 Penalty: 2536.249023
	Iteration 18Q: 3 clusters Score -111682.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -111684.812500 Penalty: 2536.249023
	Iteration 19Q: 3 clusters Score -111684.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -111687.421875 Penalty: 2536.249023
	Iteration 20F: 3 clusters Score -111687.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -111688.882812 Penalty: 2536.249023
	Iteration 21Q: 3 clusters Score -111688.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -111689.484375 Penalty: 2536.249023
	Iteration 22Q: 3 clusters Score -111689.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -111690.156250 Penalty: 2536.249023
	Iteration 23Q: 3 clusters Score -111690.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -111691.617188 Penalty: 2536.249023
	Iteration 24Q: 3 clusters Score -111691.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -111692.890625 Penalty: 2536.249023
	Iteration 25Q: 3 clusters Score -111692.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -111692.890625 Penalty: 2536.249023
	Iteration 26F: 3 clusters Score -111692.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (190044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190044 members 
Entering Unmasked Estep 
Score: -9974771.000000 Penalty: 1975.189331
	Iteration 0F: 2 clusters Score -9974771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95351 members 
Mstep: Class 2 contains 94693 members 
Entering Unmasked Estep 
Score: -9847069.000000 Penalty: 3950.378662
	Iteration 0F: 3 clusters Score -9847069 nChanged 91695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102910 members 
Mstep: Class 2 contains 87134 members 
Entering Unmasked Estep 
Score: -9902262.000000 Penalty: 3950.378662
	Iteration 1F: 3 clusters Score -9902262 nChanged 8155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107945 members 
Mstep: Class 2 contains 82099 members 
Entering Unmasked Estep 
Score: -9905982.000000 Penalty: 3950.378662
	Iteration 2Q: 3 clusters Score -9905982 nChanged 11768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115799 members 
Mstep: Class 2 contains 74245 members 
Entering Unmasked Estep 
Score: -9913486.000000 Penalty: 3950.378662
	Iteration 3F: 3 clusters Score -9913486 nChanged 16010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127107 members 
Mstep: Class 2 contains 62937 members 
Entering Unmasked Estep 
Score: -9925818.000000 Penalty: 3950.378662
	Iteration 4F: 3 clusters Score -9925818 nChanged 17753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140570 members 
Mstep: Class 2 contains 49474 members 
Entering Unmasked Estep 
Score: -9941530.000000 Penalty: 3950.378662
	Iteration 5F: 3 clusters Score -9941530 nChanged 14856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151804 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -9956705.000000 Penalty: 3950.378662
	Iteration 6F: 3 clusters Score -9956705 nChanged 9225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157593 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -9967668.000000 Penalty: 3950.378662
	Iteration 7Q: 3 clusters Score -9967668 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159600 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -9971149.000000 Penalty: 3950.378662
	Iteration 8Q: 3 clusters Score -9971149 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160859 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -9971916.000000 Penalty: 3950.378662
	Iteration 9Q: 3 clusters Score -9971916 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161870 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -9972278.000000 Penalty: 3950.378662
	Iteration 10Q: 3 clusters Score -9972278 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162795 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -9972464.000000 Penalty: 3950.378662
	Iteration 11Q: 3 clusters Score -9972464 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163694 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -9972647.000000 Penalty: 3950.378662
	Iteration 12Q: 3 clusters Score -9972647 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164494 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -9972815.000000 Penalty: 3950.378662
	Iteration 13Q: 3 clusters Score -9972815 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165277 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -9972994.000000 Penalty: 3950.378662
	Iteration 14Q: 3 clusters Score -9972994 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166015 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -9973095.000000 Penalty: 3950.378662
	Iteration 15Q: 3 clusters Score -9973095 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166679 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -9973180.000000 Penalty: 3950.378662
	Iteration 16Q: 3 clusters Score -9973180 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167320 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -9973324.000000 Penalty: 3950.378662
	Iteration 17Q: 3 clusters Score -9973324 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167938 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -9973400.000000 Penalty: 3950.378662
	Iteration 18Q: 3 clusters Score -9973400 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168520 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -9973462.000000 Penalty: 3950.378662
	Iteration 19Q: 3 clusters Score -9973462 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169096 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -9973555.000000 Penalty: 3950.378662
	Iteration 20F: 3 clusters Score -9973555 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169655 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -9973654.000000 Penalty: 3950.378662
	Iteration 21Q: 3 clusters Score -9973654 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170209 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -9973709.000000 Penalty: 3950.378662
	Iteration 22Q: 3 clusters Score -9973709 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170710 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -9973747.000000 Penalty: 3950.378662
	Iteration 23Q: 3 clusters Score -9973747 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171231 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -9973797.000000 Penalty: 3950.378662
	Iteration 24Q: 3 clusters Score -9973797 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171740 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -9973892.000000 Penalty: 3950.378662
	Iteration 25Q: 3 clusters Score -9973892 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172211 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -9973957.000000 Penalty: 3950.378662
	Iteration 26Q: 3 clusters Score -9973957 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172636 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -9973978.000000 Penalty: 3950.378662
	Iteration 27Q: 3 clusters Score -9973978 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173021 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -9974041.000000 Penalty: 3950.378662
	Iteration 28Q: 3 clusters Score -9974041 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173373 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -9974063.000000 Penalty: 3950.378662
	Iteration 29Q: 3 clusters Score -9974063 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173739 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -9974094.000000 Penalty: 3950.378662
	Iteration 30Q: 3 clusters Score -9974094 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174078 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -9974145.000000 Penalty: 3950.378662
	Iteration 31Q: 3 clusters Score -9974145 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174416 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -9974167.000000 Penalty: 3950.378662
	Iteration 32Q: 3 clusters Score -9974167 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174745 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -9974234.000000 Penalty: 3950.378662
	Iteration 33Q: 3 clusters Score -9974234 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175084 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -9974295.000000 Penalty: 3950.378662
	Iteration 34Q: 3 clusters Score -9974295 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175392 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -9974328.000000 Penalty: 3950.378662
	Iteration 35Q: 3 clusters Score -9974328 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175696 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -9974357.000000 Penalty: 3950.378662
	Iteration 36Q: 3 clusters Score -9974357 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175956 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -9974392.000000 Penalty: 3950.378662
	Iteration 37Q: 3 clusters Score -9974392 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176226 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -9974411.000000 Penalty: 3950.378662
	Iteration 38Q: 3 clusters Score -9974411 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176457 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -9974450.000000 Penalty: 3950.378662
	Iteration 39Q: 3 clusters Score -9974450 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176689 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -9974466.000000 Penalty: 3950.378662
	Iteration 40F: 3 clusters Score -9974466 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176896 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -9974487.000000 Penalty: 3950.378662
	Iteration 41Q: 3 clusters Score -9974487 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177095 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -9974514.000000 Penalty: 3950.378662
	Iteration 42Q: 3 clusters Score -9974514 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177292 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -9974506.000000 Penalty: 3950.378662
	Iteration 43Q: 3 clusters Score -9974506 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177492 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -9974494.000000 Penalty: 3950.378662
	Iteration 44Q: 3 clusters Score -9974494 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177704 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -9974495.000000 Penalty: 3950.378662
	Iteration 45Q: 3 clusters Score -9974495 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177909 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -9974524.000000 Penalty: 3950.378662
	Iteration 46Q: 3 clusters Score -9974524 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178139 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -9974563.000000 Penalty: 3950.378662
	Iteration 47Q: 3 clusters Score -9974563 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178382 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -9974568.000000 Penalty: 3950.378662
	Iteration 48Q: 3 clusters Score -9974568 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178594 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -9974592.000000 Penalty: 3950.378662
	Iteration 49Q: 3 clusters Score -9974592 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178786 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9974596 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178981 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9974620 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179166 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9974648 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179336 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9974666 nChanged 189
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179525 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9974670 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179712 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9974687 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179895 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9974699 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180054 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9974722 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 180197 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9974730 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 180328 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -9974718.000000 Penalty: 3950.378662
	Iteration 59Q: 3 clusters Score -9974718 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 180450 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -9974739.000000 Penalty: 3950.378662
	Iteration 60F: 3 clusters Score -9974739 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180562 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -9974733.000000 Penalty: 3950.378662
	Iteration 61Q: 3 clusters Score -9974733 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180664 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9974735 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 180752 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9974735 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 180827 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9974740 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 180917 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9974763 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181014 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9974752 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 181108 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9974745 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 181188 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9974767 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181248 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -9974773.000000 Penalty: 3950.378662
	Iteration 69Q: 3 clusters Score -9974773 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 181295 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -9974781.000000 Penalty: 3950.378662
	Iteration 70Q: 3 clusters Score -9974781 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 181342 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9974762 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 181386 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9974762 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 181424 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9974750 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 181458 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9974755 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 181497 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9974758 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 181524 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9974760 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9974768 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 181578 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9974763 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 181604 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9974758 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 181627 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9974762 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 181642 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -9974771.000000 Penalty: 3950.378662
	Iteration 81Q: 3 clusters Score -9974771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181655 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -9974764.000000 Penalty: 3950.378662
	Iteration 82Q: 3 clusters Score -9974764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181669 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -9974777.000000 Penalty: 3950.378662
	Iteration 83Q: 3 clusters Score -9974777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181676 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9974767 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 181681 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9974768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181691 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -9974776.000000 Penalty: 3950.378662
	Iteration 86Q: 3 clusters Score -9974776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181699 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -9974774.000000 Penalty: 3950.378662
	Iteration 87Q: 3 clusters Score -9974774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181709 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -9974779.000000 Penalty: 3950.378662
	Iteration 88Q: 3 clusters Score -9974779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181723 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9974794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181736 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -9974790.000000 Penalty: 3950.378662
	Iteration 90Q: 3 clusters Score -9974790 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 181752 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9974786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181764 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -9974791.000000 Penalty: 3950.378662
	Iteration 92Q: 3 clusters Score -9974791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181776 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9974786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181786 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -9974789.000000 Penalty: 3950.378662
	Iteration 94Q: 3 clusters Score -9974789 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181805 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9974793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181826 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -9974805.000000 Penalty: 3950.378662
	Iteration 96Q: 3 clusters Score -9974805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181842 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9974796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181858 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -9974807.000000 Penalty: 3950.378662
	Iteration 98Q: 3 clusters Score -9974807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181869 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9974794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181877 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -9974788.000000 Penalty: 3950.378662
	Iteration 100F: 3 clusters Score -9974788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181882 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9974786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181887 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9974784 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 181899 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9974784 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 181908 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9974778 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 181916 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -9974780.000000 Penalty: 3950.378662
	Iteration 105Q: 3 clusters Score -9974780 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 181917 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -9974782.000000 Penalty: 3950.378662
	Iteration 106Q: 3 clusters Score -9974782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181920 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -9974779.000000 Penalty: 3950.378662
	Iteration 107Q: 3 clusters Score -9974779 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 181921 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9974780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181927 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9974778 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 181936 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9974780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181941 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9974780 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 181948 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9974786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181953 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -9974779.000000 Penalty: 3950.378662
	Iteration 113Q: 3 clusters Score -9974779 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 181957 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9974780 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 181964 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9974770 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 181969 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9974778 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 181971 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9974777 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 181973 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9974779 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 181977 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9974777 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 181982 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9974777 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 181990 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9974774 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 181995 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9974785 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 182003 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9974785 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 182013 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9974777 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 182016 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9974779 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 182017 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9974776 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 182017 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
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	Iteration 127F: 3 clusters Score -9974776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 3 contains 8027 members 
Mstep: Class 4 contains 182017 members 
Mstep: Class 5 contains 26420 members 
Mstep: Class 6 contains 189692 members 
Mstep: Class 9 contains 2703 members 
Mstep: Class 10 contains 42251 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44435 members 
Mstep: Class 19 contains 12600 members 
Mstep: Class 20 contains 8889 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7951 members 
Mstep: Class 23 contains 12666 members 
Entering Unmasked Estep 
Score: -29084902.000000 Penalty: 32375.896484
Splitting cluster 4 changes total score from -29085034.000000 to -29084902.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (26420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26420 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -1365836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1347872 nChanged 12141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1354428 nChanged 1118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -1354737 nChanged 1070
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -1355086 nChanged 1161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1355548 nChanged 1358
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -1356239 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -1357230.875000 Penalty: 3309.109863
	Iteration 6F: 3 clusters Score -1357231 nChanged 1889
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -1358696.125000 Penalty: 3309.109863
	Iteration 7F: 3 clusters Score -1358696 nChanged 2030
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -1360492.875000 Penalty: 3309.109863
	Iteration 8F: 3 clusters Score -1360493 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -1362068 nChanged 1271
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1363125 nChanged 812
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1363753 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -1364126.375000 Penalty: 3309.109863
	Iteration 12Q: 3 clusters Score -1364126 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -1364336.375000 Penalty: 3309.109863
	Iteration 13Q: 3 clusters Score -1364336 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -1364471.375000 Penalty: 3309.109863
	Iteration 14Q: 3 clusters Score -1364471 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -1364542.875000 Penalty: 3309.109863
	Iteration 15Q: 3 clusters Score -1364543 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -1364595.500000 Penalty: 3309.109863
	Iteration 16Q: 3 clusters Score -1364596 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -1364636.500000 Penalty: 3309.109863
	Iteration 17Q: 3 clusters Score -1364636 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -1364666.750000 Penalty: 3309.109863
	Iteration 18Q: 3 clusters Score -1364667 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -1364686.625000 Penalty: 3309.109863
	Iteration 19Q: 3 clusters Score -1364687 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -1364723.500000 Penalty: 3309.109863
	Iteration 20F: 3 clusters Score -1364724 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -1364754.375000 Penalty: 3309.109863
	Iteration 21Q: 3 clusters Score -1364754 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -1364774.125000 Penalty: 3309.109863
	Iteration 22Q: 3 clusters Score -1364774 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -1364796.875000 Penalty: 3309.109863
	Iteration 23Q: 3 clusters Score -1364797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -1364812.625000 Penalty: 3309.109863
	Iteration 24Q: 3 clusters Score -1364813 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -1364825.000000 Penalty: 3309.109863
	Iteration 25Q: 3 clusters Score -1364825 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -1364833.250000 Penalty: 3309.109863
	Iteration 26Q: 3 clusters Score -1364833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -1364836.375000 Penalty: 3309.109863
	Iteration 27Q: 3 clusters Score -1364836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -1364842.125000 Penalty: 3309.109863
	Iteration 28Q: 3 clusters Score -1364842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -1364845.000000 Penalty: 3309.109863
	Iteration 29Q: 3 clusters Score -1364845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -1364844.625000 Penalty: 3309.109863
	Iteration 30Q: 3 clusters Score -1364845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -1364849.000000 Penalty: 3309.109863
	Iteration 31Q: 3 clusters Score -1364849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -1364854.125000 Penalty: 3309.109863
	Iteration 32Q: 3 clusters Score -1364854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -1364855.625000 Penalty: 3309.109863
	Iteration 33Q: 3 clusters Score -1364856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -1364857.125000 Penalty: 3309.109863
	Iteration 34Q: 3 clusters Score -1364857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -1364856.000000 Penalty: 3309.109863
	Iteration 35Q: 3 clusters Score -1364856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -1364854.250000 Penalty: 3309.109863
	Iteration 36Q: 3 clusters Score -1364854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -1364853.250000 Penalty: 3309.109863
	Iteration 37Q: 3 clusters Score -1364853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -1364853.250000 Penalty: 3309.109863
	Iteration 38F: 3 clusters Score -1364853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (189692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189692 members 
Entering Unmasked Estep 
Score: -9545731.000000 Penalty: 1974.888062
	Iteration 0F: 2 clusters Score -9545731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95037 members 
Mstep: Class 2 contains 94655 members 
Entering Unmasked Estep 
Score: -9418427.000000 Penalty: 3949.776123
	Iteration 0F: 3 clusters Score -9418427 nChanged 91942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101771 members 
Mstep: Class 2 contains 87921 members 
Entering Unmasked Estep 
Score: -9472932.000000 Penalty: 3949.776123
	Iteration 1F: 3 clusters Score -9472932 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106004 members 
Mstep: Class 2 contains 83688 members 
Entering Unmasked Estep 
Score: -9475046.000000 Penalty: 3949.776123
	Iteration 2Q: 3 clusters Score -9475046 nChanged 8583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112491 members 
Mstep: Class 2 contains 77201 members 
Entering Unmasked Estep 
Score: -9478505.000000 Penalty: 3949.776123
	Iteration 3Q: 3 clusters Score -9478505 nChanged 10905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121856 members 
Mstep: Class 2 contains 67836 members 
Entering Unmasked Estep 
Score: -9484591.000000 Penalty: 3949.776123
	Iteration 4F: 3 clusters Score -9484591 nChanged 13378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134170 members 
Mstep: Class 2 contains 55522 members 
Entering Unmasked Estep 
Score: -9494086.000000 Penalty: 3949.776123
	Iteration 5F: 3 clusters Score -9494086 nChanged 15113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148637 members 
Mstep: Class 2 contains 41055 members 
Entering Unmasked Estep 
Score: -9507046.000000 Penalty: 3949.776123
	Iteration 6F: 3 clusters Score -9507046 nChanged 14327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162660 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -9520542.000000 Penalty: 3949.776123
	Iteration 7F: 3 clusters Score -9520542 nChanged 11083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173595 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -9531122.000000 Penalty: 3949.776123
	Iteration 8F: 3 clusters Score -9531122 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180571 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -9537474.000000 Penalty: 3949.776123
	Iteration 9Q: 3 clusters Score -9537474 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184509 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -9540895.000000 Penalty: 3949.776123
	Iteration 10Q: 3 clusters Score -9540895 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186540 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -9542515.000000 Penalty: 3949.776123
	Iteration 11Q: 3 clusters Score -9542515 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187559 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -9543317.000000 Penalty: 3949.776123
	Iteration 12Q: 3 clusters Score -9543317 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188052 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -9543655.000000 Penalty: 3949.776123
	Iteration 13Q: 3 clusters Score -9543655 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188294 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -9543834.000000 Penalty: 3949.776123
	Iteration 14Q: 3 clusters Score -9543834 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188412 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -9544051.000000 Penalty: 3949.776123
	Iteration 15Q: 3 clusters Score -9544051 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188470 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -9544156.000000 Penalty: 3949.776123
	Iteration 16Q: 3 clusters Score -9544156 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188491 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -9544255.000000 Penalty: 3949.776123
	Iteration 17Q: 3 clusters Score -9544255 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188499 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -9544341.000000 Penalty: 3949.776123
	Iteration 18Q: 3 clusters Score -9544341 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188502 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -9544440.000000 Penalty: 3949.776123
	Iteration 19Q: 3 clusters Score -9544440 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188493 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -9544480.000000 Penalty: 3949.776123
	Iteration 20F: 3 clusters Score -9544480 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188466 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -9544519.000000 Penalty: 3949.776123
	Iteration 21Q: 3 clusters Score -9544519 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188441 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -9544554.000000 Penalty: 3949.776123
	Iteration 22Q: 3 clusters Score -9544554 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188409 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -9544570.000000 Penalty: 3949.776123
	Iteration 23Q: 3 clusters Score -9544570 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188361 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -9544591.000000 Penalty: 3949.776123
	Iteration 24Q: 3 clusters Score -9544591 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188326 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -9544619.000000 Penalty: 3949.776123
	Iteration 25Q: 3 clusters Score -9544619 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188281 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -9544651.000000 Penalty: 3949.776123
	Iteration 26Q: 3 clusters Score -9544651 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188233 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -9544668.000000 Penalty: 3949.776123
	Iteration 27Q: 3 clusters Score -9544668 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188180 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -9544690.000000 Penalty: 3949.776123
	Iteration 28Q: 3 clusters Score -9544690 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188121 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -9544747.000000 Penalty: 3949.776123
	Iteration 29Q: 3 clusters Score -9544747 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188054 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -9544766.000000 Penalty: 3949.776123
	Iteration 30Q: 3 clusters Score -9544766 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187994 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -9544802.000000 Penalty: 3949.776123
	Iteration 31Q: 3 clusters Score -9544802 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187930 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -9544848.000000 Penalty: 3949.776123
	Iteration 32Q: 3 clusters Score -9544848 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187860 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -9544868.000000 Penalty: 3949.776123
	Iteration 33Q: 3 clusters Score -9544868 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187775 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -9544907.000000 Penalty: 3949.776123
	Iteration 34Q: 3 clusters Score -9544907 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187701 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -9544925.000000 Penalty: 3949.776123
	Iteration 35Q: 3 clusters Score -9544925 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187649 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -9544928.000000 Penalty: 3949.776123
	Iteration 36Q: 3 clusters Score -9544928 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187595 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -9544960.000000 Penalty: 3949.776123
	Iteration 37Q: 3 clusters Score -9544960 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187539 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -9544974.000000 Penalty: 3949.776123
	Iteration 38Q: 3 clusters Score -9544974 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187496 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -9544978.000000 Penalty: 3949.776123
	Iteration 39Q: 3 clusters Score -9544978 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187469 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -9545022.000000 Penalty: 3949.776123
	Iteration 40F: 3 clusters Score -9545022 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187393 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -9545062.000000 Penalty: 3949.776123
	Iteration 41Q: 3 clusters Score -9545062 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187322 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -9545085.000000 Penalty: 3949.776123
	Iteration 42Q: 3 clusters Score -9545085 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187233 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -9545132.000000 Penalty: 3949.776123
	Iteration 43Q: 3 clusters Score -9545132 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187131 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -9545181.000000 Penalty: 3949.776123
	Iteration 44Q: 3 clusters Score -9545181 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187039 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -9545240.000000 Penalty: 3949.776123
	Iteration 45Q: 3 clusters Score -9545240 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186956 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -9545243.000000 Penalty: 3949.776123
	Iteration 46Q: 3 clusters Score -9545243 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186883 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -9545290.000000 Penalty: 3949.776123
	Iteration 47Q: 3 clusters Score -9545290 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186805 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -9545280.000000 Penalty: 3949.776123
	Iteration 48Q: 3 clusters Score -9545280 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186735 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -9545326.000000 Penalty: 3949.776123
	Iteration 49Q: 3 clusters Score -9545326 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186685 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -9545321.000000 Penalty: 3949.776123
	Iteration 50Q: 3 clusters Score -9545321 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186644 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -9545333.000000 Penalty: 3949.776123
	Iteration 51Q: 3 clusters Score -9545333 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186609 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -9545348.000000 Penalty: 3949.776123
	Iteration 52Q: 3 clusters Score -9545348 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186573 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -9545345.000000 Penalty: 3949.776123
	Iteration 53Q: 3 clusters Score -9545345 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186534 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -9545340.000000 Penalty: 3949.776123
	Iteration 54Q: 3 clusters Score -9545340 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186495 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -9545348.000000 Penalty: 3949.776123
	Iteration 55Q: 3 clusters Score -9545348 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186462 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -9545343.000000 Penalty: 3949.776123
	Iteration 56Q: 3 clusters Score -9545343 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186434 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -9545339.000000 Penalty: 3949.776123
	Iteration 57Q: 3 clusters Score -9545339 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186412 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -9545347.000000 Penalty: 3949.776123
	Iteration 58Q: 3 clusters Score -9545347 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186397 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -9545351.000000 Penalty: 3949.776123
	Iteration 59Q: 3 clusters Score -9545351 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186377 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -9545355.000000 Penalty: 3949.776123
	Iteration 60F: 3 clusters Score -9545355 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186356 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -9545355.000000 Penalty: 3949.776123
	Iteration 61Q: 3 clusters Score -9545355 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186338 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -9545376.000000 Penalty: 3949.776123
	Iteration 62Q: 3 clusters Score -9545376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186311 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -9545353.000000 Penalty: 3949.776123
	Iteration 63Q: 3 clusters Score -9545353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186293 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -9545353.000000 Penalty: 3949.776123
	Iteration 64Q: 3 clusters Score -9545353 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186281 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -9545355.000000 Penalty: 3949.776123
	Iteration 65Q: 3 clusters Score -9545355 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186262 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -9545361.000000 Penalty: 3949.776123
	Iteration 66Q: 3 clusters Score -9545361 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186246 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -9545355.000000 Penalty: 3949.776123
	Iteration 67Q: 3 clusters Score -9545355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186235 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -9545360.000000 Penalty: 3949.776123
	Iteration 68Q: 3 clusters Score -9545360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186219 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -9545368.000000 Penalty: 3949.776123
	Iteration 69Q: 3 clusters Score -9545368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186208 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -9545367.000000 Penalty: 3949.776123
	Iteration 70Q: 3 clusters Score -9545367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186200 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -9545363.000000 Penalty: 3949.776123
	Iteration 71Q: 3 clusters Score -9545363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186191 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -9545360.000000 Penalty: 3949.776123
	Iteration 72Q: 3 clusters Score -9545360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186179 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -9545349.000000 Penalty: 3949.776123
	Iteration 73Q: 3 clusters Score -9545349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186169 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -9545360.000000 Penalty: 3949.776123
	Iteration 74Q: 3 clusters Score -9545360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186157 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -9545367.000000 Penalty: 3949.776123
	Iteration 75Q: 3 clusters Score -9545367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186142 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -9545361.000000 Penalty: 3949.776123
	Iteration 76Q: 3 clusters Score -9545361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186136 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -9545370.000000 Penalty: 3949.776123
	Iteration 77Q: 3 clusters Score -9545370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186124 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -9545348.000000 Penalty: 3949.776123
	Iteration 78Q: 3 clusters Score -9545348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186114 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -9545346.000000 Penalty: 3949.776123
	Iteration 79Q: 3 clusters Score -9545346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186102 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -9545342.000000 Penalty: 3949.776123
	Iteration 80F: 3 clusters Score -9545342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186096 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -9545340.000000 Penalty: 3949.776123
	Iteration 81Q: 3 clusters Score -9545340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186091 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -9545338.000000 Penalty: 3949.776123
	Iteration 82Q: 3 clusters Score -9545338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186085 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -9545339.000000 Penalty: 3949.776123
	Iteration 83Q: 3 clusters Score -9545339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186079 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -9545340.000000 Penalty: 3949.776123
	Iteration 84Q: 3 clusters Score -9545340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186074 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -9545327.000000 Penalty: 3949.776123
	Iteration 85Q: 3 clusters Score -9545327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186071 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -9545333.000000 Penalty: 3949.776123
	Iteration 86Q: 3 clusters Score -9545333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186068 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -9545323.000000 Penalty: 3949.776123
	Iteration 87Q: 3 clusters Score -9545323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186065 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -9545326.000000 Penalty: 3949.776123
	Iteration 88Q: 3 clusters Score -9545326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186062 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -9545331.000000 Penalty: 3949.776123
	Iteration 89Q: 3 clusters Score -9545331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186060 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -9545333.000000 Penalty: 3949.776123
	Iteration 90Q: 3 clusters Score -9545333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186060 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -9545333.000000 Penalty: 3949.776123
	Iteration 91F: 3 clusters Score -9545333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Entering Unmasked Estep 
Score: -116088.781250 Penalty: 1284.094116
	Iteration 0F: 2 clusters Score -116088.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -113558.671875 Penalty: 2568.188232
	Iteration 0F: 3 clusters Score -113558.7 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -114174.687500 Penalty: 2568.188232
	Iteration 1F: 3 clusters Score -114174.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -114313.109375 Penalty: 2568.188232
	Iteration 2F: 3 clusters Score -114313.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -114450.015625 Penalty: 2568.188232
	Iteration 3F: 3 clusters Score -114450 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -114573.835938 Penalty: 2568.188232
	Iteration 4F: 3 clusters Score -114573.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -114663.109375 Penalty: 2568.188232
	Iteration 5Q: 3 clusters Score -114663.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -114739.265625 Penalty: 2568.188232
	Iteration 6Q: 3 clusters Score -114739.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -114809.859375 Penalty: 2568.188232
	Iteration 7Q: 3 clusters Score -114809.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -114868.203125 Penalty: 2568.188232
	Iteration 8Q: 3 clusters Score -114868.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -114922.398438 Penalty: 2568.188232
	Iteration 9Q: 3 clusters Score -114922.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -114971.921875 Penalty: 2568.188232
	Iteration 10Q: 3 clusters Score -114971.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -115013.101562 Penalty: 2568.188232
	Iteration 11Q: 3 clusters Score -115013.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -115047.070312 Penalty: 2568.188232
	Iteration 12Q: 3 clusters Score -115047.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -115074.039062 Penalty: 2568.188232
	Iteration 13Q: 3 clusters Score -115074 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -115096.953125 Penalty: 2568.188232
	Iteration 14Q: 3 clusters Score -115097 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -115111.562500 Penalty: 2568.188232
	Iteration 15Q: 3 clusters Score -115111.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -115121.242188 Penalty: 2568.188232
	Iteration 16Q: 3 clusters Score -115121.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -115128.140625 Penalty: 2568.188232
	Iteration 17Q: 3 clusters Score -115128.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -115134.023438 Penalty: 2568.188232
	Iteration 18Q: 3 clusters Score -115134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -115138.531250 Penalty: 2568.188232
	Iteration 19Q: 3 clusters Score -115138.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -115144.195312 Penalty: 2568.188232
	Iteration 20F: 3 clusters Score -115144.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -115150.007812 Penalty: 2568.188232
	Iteration 21Q: 3 clusters Score -115150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -115155.921875 Penalty: 2568.188232
	Iteration 22Q: 3 clusters Score -115155.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -115161.890625 Penalty: 2568.188232
	Iteration 23Q: 3 clusters Score -115161.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -115168.179688 Penalty: 2568.188232
	Iteration 24Q: 3 clusters Score -115168.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -115174.796875 Penalty: 2568.188232
	Iteration 25Q: 3 clusters Score -115174.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -115181.367188 Penalty: 2568.188232
	Iteration 26Q: 3 clusters Score -115181.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -115189.226562 Penalty: 2568.188232
	Iteration 27Q: 3 clusters Score -115189.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -115195.093750 Penalty: 2568.188232
	Iteration 28Q: 3 clusters Score -115195.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -115201.648438 Penalty: 2568.188232
	Iteration 29Q: 3 clusters Score -115201.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -115206.039062 Penalty: 2568.188232
	Iteration 30Q: 3 clusters Score -115206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -115210.929688 Penalty: 2568.188232
	Iteration 31Q: 3 clusters Score -115210.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -115214.531250 Penalty: 2568.188232
	Iteration 32Q: 3 clusters Score -115214.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -115216.585938 Penalty: 2568.188232
	Iteration 33Q: 3 clusters Score -115216.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -115219.718750 Penalty: 2568.188232
	Iteration 34Q: 3 clusters Score -115219.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -115222.828125 Penalty: 2568.188232
	Iteration 35Q: 3 clusters Score -115222.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -115225.640625 Penalty: 2568.188232
	Iteration 36Q: 3 clusters Score -115225.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -115228.203125 Penalty: 2568.188232
	Iteration 37Q: 3 clusters Score -115228.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -115230.828125 Penalty: 2568.188232
	Iteration 38Q: 3 clusters Score -115230.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -115233.664062 Penalty: 2568.188232
	Iteration 39Q: 3 clusters Score -115233.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -115235.367188 Penalty: 2568.188232
	Iteration 40F: 3 clusters Score -115235.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -115236.835938 Penalty: 2568.188232
	Iteration 41Q: 3 clusters Score -115236.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -115237.093750 Penalty: 2568.188232
	Iteration 42Q: 3 clusters Score -115237.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -115237.390625 Penalty: 2568.188232
	Iteration 43Q: 3 clusters Score -115237.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -115237.390625 Penalty: 2568.188232
	Iteration 44F: 3 clusters Score -115237.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Entering Unmasked Estep 
Score: -2142149.500000 Penalty: 1730.849854
	Iteration 0F: 2 clusters Score -2142150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -2113794.250000 Penalty: 3461.699707
	Iteration 0F: 3 clusters Score -2113794 nChanged 19714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -2124923.500000 Penalty: 3461.699707
	Iteration 1F: 3 clusters Score -2124924 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -2125689.250000 Penalty: 3461.699707
	Iteration 2Q: 3 clusters Score -2125689 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -2126888.000000 Penalty: 3461.699707
	Iteration 3F: 3 clusters Score -2126888 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -2128738.250000 Penalty: 3461.699707
	Iteration 4F: 3 clusters Score -2128738 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -2131365.500000 Penalty: 3461.699707
	Iteration 5F: 3 clusters Score -2131366 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -2134546.000000 Penalty: 3461.699707
	Iteration 6F: 3 clusters Score -2134546 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -2137344.250000 Penalty: 3461.699707
	Iteration 7F: 3 clusters Score -2137344 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -2139081.250000 Penalty: 3461.699707
	Iteration 8Q: 3 clusters Score -2139081 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -2139876.500000 Penalty: 3461.699707
	Iteration 9Q: 3 clusters Score -2139876 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 41640 members 
Entering Unmasked Estep 
Score: -2140237.250000 Penalty: 3461.699707
	Iteration 10Q: 3 clusters Score -2140237 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -2140432.750000 Penalty: 3461.699707
	Iteration 11Q: 3 clusters Score -2140433 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -2140518.000000 Penalty: 3461.699707
	Iteration 12Q: 3 clusters Score -2140518 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
Score: -2140573.250000 Penalty: 3461.699707
	Iteration 13Q: 3 clusters Score -2140573 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 41964 members 
Entering Unmasked Estep 
Score: -2140613.500000 Penalty: 3461.699707
	Iteration 14Q: 3 clusters Score -2140614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -2140630.000000 Penalty: 3461.699707
	Iteration 15Q: 3 clusters Score -2140630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -2140646.500000 Penalty: 3461.699707
	Iteration 16Q: 3 clusters Score -2140646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
Score: -2140660.750000 Penalty: 3461.699707
	Iteration 17Q: 3 clusters Score -2140661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 41982 members 
Entering Unmasked Estep 
Score: -2140671.500000 Penalty: 3461.699707
	Iteration 18Q: 3 clusters Score -2140672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -2140673.500000 Penalty: 3461.699707
	Iteration 19Q: 3 clusters Score -2140674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -2140681.250000 Penalty: 3461.699707
	Iteration 20F: 3 clusters Score -2140681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 41993 members 
Entering Unmasked Estep 
Score: -2140683.750000 Penalty: 3461.699707
	Iteration 21Q: 3 clusters Score -2140684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 41997 members 
Entering Unmasked Estep 
Score: -2140689.750000 Penalty: 3461.699707
	Iteration 22Q: 3 clusters Score -2140690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -2140693.500000 Penalty: 3461.699707
	Iteration 23Q: 3 clusters Score -2140694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 41999 members 
Entering Unmasked Estep 
Score: -2140695.250000 Penalty: 3461.699707
	Iteration 24Q: 3 clusters Score -2140695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -2140698.500000 Penalty: 3461.699707
	Iteration 25Q: 3 clusters Score -2140698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -2140699.000000 Penalty: 3461.699707
	Iteration 26Q: 3 clusters Score -2140699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 42001 members 
Entering Unmasked Estep 
Score: -2140700.500000 Penalty: 3461.699707
	Iteration 27Q: 3 clusters Score -2140700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -2140701.000000 Penalty: 3461.699707
	Iteration 28Q: 3 clusters Score -2140701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -2140701.000000 Penalty: 3461.699707
	Iteration 29F: 3 clusters Score -2140701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Entering Unmasked Estep 
Score: -491835.500000 Penalty: 1489.334229
	Iteration 0F: 2 clusters Score -491835.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -485013.125000 Penalty: 2978.668457
	Iteration 0F: 3 clusters Score -485013.1 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -487208.968750 Penalty: 2978.668457
	Iteration 1F: 3 clusters Score -487209 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -487417.000000 Penalty: 2978.668457
	Iteration 2F: 3 clusters Score -487417 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -487569.031250 Penalty: 2978.668457
	Iteration 3Q: 3 clusters Score -487569 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -487682.812500 Penalty: 2978.668457
	Iteration 4Q: 3 clusters Score -487682.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -487765.906250 Penalty: 2978.668457
	Iteration 5Q: 3 clusters Score -487765.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -487832.937500 Penalty: 2978.668457
	Iteration 6Q: 3 clusters Score -487832.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -487882.812500 Penalty: 2978.668457
	Iteration 7Q: 3 clusters Score -487882.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -487931.437500 Penalty: 2978.668457
	Iteration 8Q: 3 clusters Score -487931.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -487966.875000 Penalty: 2978.668457
	Iteration 9Q: 3 clusters Score -487966.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -487994.250000 Penalty: 2978.668457
	Iteration 10Q: 3 clusters Score -487994.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -488019.968750 Penalty: 2978.668457
	Iteration 11Q: 3 clusters Score -488020 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -488044.375000 Penalty: 2978.668457
	Iteration 12Q: 3 clusters Score -488044.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -488073.437500 Penalty: 2978.668457
	Iteration 13Q: 3 clusters Score -488073.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -488109.343750 Penalty: 2978.668457
	Iteration 14Q: 3 clusters Score -488109.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -488137.718750 Penalty: 2978.668457
	Iteration 15Q: 3 clusters Score -488137.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -488163.687500 Penalty: 2978.668457
	Iteration 16Q: 3 clusters Score -488163.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -488193.468750 Penalty: 2978.668457
	Iteration 17Q: 3 clusters Score -488193.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -488214.375000 Penalty: 2978.668457
	Iteration 18Q: 3 clusters Score -488214.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -488234.468750 Penalty: 2978.668457
	Iteration 19Q: 3 clusters Score -488234.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -488252.718750 Penalty: 2978.668457
	Iteration 20F: 3 clusters Score -488252.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -488265.750000 Penalty: 2978.668457
	Iteration 21Q: 3 clusters Score -488265.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -488278.593750 Penalty: 2978.668457
	Iteration 22Q: 3 clusters Score -488278.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -488288.781250 Penalty: 2978.668457
	Iteration 23Q: 3 clusters Score -488288.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -488302.812500 Penalty: 2978.668457
	Iteration 24Q: 3 clusters Score -488302.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -488318.906250 Penalty: 2978.668457
	Iteration 25Q: 3 clusters Score -488318.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -488337.375000 Penalty: 2978.668457
	Iteration 26Q: 3 clusters Score -488337.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -488357.687500 Penalty: 2978.668457
	Iteration 27Q: 3 clusters Score -488357.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -488379.937500 Penalty: 2978.668457
	Iteration 28Q: 3 clusters Score -488379.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -488410.531250 Penalty: 2978.668457
	Iteration 29Q: 3 clusters Score -488410.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -488441.937500 Penalty: 2978.668457
	Iteration 30Q: 3 clusters Score -488441.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -488476.906250 Penalty: 2978.668457
	Iteration 31Q: 3 clusters Score -488476.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -488511.718750 Penalty: 2978.668457
	Iteration 32Q: 3 clusters Score -488511.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -488552.968750 Penalty: 2978.668457
	Iteration 33Q: 3 clusters Score -488553 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -488609.437500 Penalty: 2978.668457
	Iteration 34Q: 3 clusters Score -488609.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -488686.343750 Penalty: 2978.668457
	Iteration 35Q: 3 clusters Score -488686.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -488792.437500 Penalty: 2978.668457
	Iteration 36Q: 3 clusters Score -488792.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -488934.843750 Penalty: 2978.668457
	Iteration 37Q: 3 clusters Score -488934.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -489106.718750 Penalty: 2978.668457
	Iteration 38Q: 3 clusters Score -489106.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -489294.781250 Penalty: 2978.668457
	Iteration 39Q: 3 clusters Score -489294.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -489511.406250 Penalty: 2978.668457
	Iteration 40F: 3 clusters Score -489511.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -489746.250000 Penalty: 2978.668457
	Iteration 41Q: 3 clusters Score -489746.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -489929.500000 Penalty: 2978.668457
	Iteration 42Q: 3 clusters Score -489929.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -490080.218750 Penalty: 2978.668457
	Iteration 43Q: 3 clusters Score -490080.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -490221.968750 Penalty: 2978.668457
	Iteration 44Q: 3 clusters Score -490222 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -490335.437500 Penalty: 2978.668457
	Iteration 45Q: 3 clusters Score -490335.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -490386.625000 Penalty: 2978.668457
	Iteration 46Q: 3 clusters Score -490386.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -490429.156250 Penalty: 2978.668457
	Iteration 47Q: 3 clusters Score -490429.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -490465.750000 Penalty: 2978.668457
	Iteration 48Q: 3 clusters Score -490465.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -490487.843750 Penalty: 2978.668457
	Iteration 49Q: 3 clusters Score -490487.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -490501.281250 Penalty: 2978.668457
	Iteration 50Q: 3 clusters Score -490501.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -490510.968750 Penalty: 2978.668457
	Iteration 51Q: 3 clusters Score -490511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -490523.125000 Penalty: 2978.668457
	Iteration 52Q: 3 clusters Score -490523.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -490528.093750 Penalty: 2978.668457
	Iteration 53Q: 3 clusters Score -490528.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -490533.968750 Penalty: 2978.668457
	Iteration 54Q: 3 clusters Score -490534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -490538.093750 Penalty: 2978.668457
	Iteration 55Q: 3 clusters Score -490538.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -490538.406250 Penalty: 2978.668457
	Iteration 56Q: 3 clusters Score -490538.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -490539.812500 Penalty: 2978.668457
	Iteration 57Q: 3 clusters Score -490539.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -490543.625000 Penalty: 2978.668457
	Iteration 58Q: 3 clusters Score -490543.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -490549.062500 Penalty: 2978.668457
	Iteration 59Q: 3 clusters Score -490549.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -490557.500000 Penalty: 2978.668457
	Iteration 60F: 3 clusters Score -490557.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -490560.375000 Penalty: 2978.668457
	Iteration 61Q: 3 clusters Score -490560.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -490566.750000 Penalty: 2978.668457
	Iteration 62Q: 3 clusters Score -490566.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -490570.812500 Penalty: 2978.668457
	Iteration 63Q: 3 clusters Score -490570.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -490573.750000 Penalty: 2978.668457
	Iteration 64Q: 3 clusters Score -490573.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -490573.750000 Penalty: 2978.668457
	Iteration 65F: 3 clusters Score -490573.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Entering Unmasked Estep 
Score: -2298153.250000 Penalty: 1739.039795
	Iteration 0F: 2 clusters Score -2298153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -2268367.250000 Penalty: 3478.079590
	Iteration 0F: 3 clusters Score -2268367 nChanged 20675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -2280028.500000 Penalty: 3478.079590
	Iteration 1F: 3 clusters Score -2280028 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -2280401.500000 Penalty: 3478.079590
	Iteration 2Q: 3 clusters Score -2280402 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -2280752.000000 Penalty: 3478.079590
	Iteration 3Q: 3 clusters Score -2280752 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -2281130.750000 Penalty: 3478.079590
	Iteration 4Q: 3 clusters Score -2281131 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -2281586.750000 Penalty: 3478.079590
	Iteration 5Q: 3 clusters Score -2281587 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -2282217.250000 Penalty: 3478.079590
	Iteration 6Q: 3 clusters Score -2282217 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -2283049.750000 Penalty: 3478.079590
	Iteration 7Q: 3 clusters Score -2283050 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -2284301.000000 Penalty: 3478.079590
	Iteration 8Q: 3 clusters Score -2284301 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -2286023.500000 Penalty: 3478.079590
	Iteration 9F: 3 clusters Score -2286024 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -2288022.250000 Penalty: 3478.079590
	Iteration 10F: 3 clusters Score -2288022 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -2289874.000000 Penalty: 3478.079590
	Iteration 11F: 3 clusters Score -2289874 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -2290971.500000 Penalty: 3478.079590
	Iteration 12Q: 3 clusters Score -2290972 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -2291492.250000 Penalty: 3478.079590
	Iteration 13Q: 3 clusters Score -2291492 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -2291799.500000 Penalty: 3478.079590
	Iteration 14Q: 3 clusters Score -2291800 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2292041.250000 Penalty: 3478.079590
	Iteration 15Q: 3 clusters Score -2292041 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -2292252.750000 Penalty: 3478.079590
	Iteration 16Q: 3 clusters Score -2292253 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2292493.000000 Penalty: 3478.079590
	Iteration 17Q: 3 clusters Score -2292493 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2292763.750000 Penalty: 3478.079590
	Iteration 18Q: 3 clusters Score -2292764 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2293057.000000 Penalty: 3478.079590
	Iteration 19Q: 3 clusters Score -2293057 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2293353.500000 Penalty: 3478.079590
	Iteration 20F: 3 clusters Score -2293354 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2293695.000000 Penalty: 3478.079590
	Iteration 21Q: 3 clusters Score -2293695 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -2294021.000000 Penalty: 3478.079590
	Iteration 22Q: 3 clusters Score -2294021 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -2294307.250000 Penalty: 3478.079590
	Iteration 23Q: 3 clusters Score -2294307 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -2294555.000000 Penalty: 3478.079590
	Iteration 24Q: 3 clusters Score -2294555 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2294786.250000 Penalty: 3478.079590
	Iteration 25Q: 3 clusters Score -2294786 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -2294976.500000 Penalty: 3478.079590
	Iteration 26Q: 3 clusters Score -2294976 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -2295187.250000 Penalty: 3478.079590
	Iteration 27Q: 3 clusters Score -2295187 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40005 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2295355.500000 Penalty: 3478.079590
	Iteration 28Q: 3 clusters Score -2295356 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -2295486.250000 Penalty: 3478.079590
	Iteration 29Q: 3 clusters Score -2295486 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2295610.250000 Penalty: 3478.079590
	Iteration 30Q: 3 clusters Score -2295610 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -2295712.000000 Penalty: 3478.079590
	Iteration 31Q: 3 clusters Score -2295712 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41281 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2295836.250000 Penalty: 3478.079590
	Iteration 32Q: 3 clusters Score -2295836 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2295934.250000 Penalty: 3478.079590
	Iteration 33Q: 3 clusters Score -2295934 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2296033.250000 Penalty: 3478.079590
	Iteration 34Q: 3 clusters Score -2296033 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2296128.500000 Penalty: 3478.079590
	Iteration 35Q: 3 clusters Score -2296128 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2296194.750000 Penalty: 3478.079590
	Iteration 36Q: 3 clusters Score -2296195 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2296282.250000 Penalty: 3478.079590
	Iteration 37Q: 3 clusters Score -2296282 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2296346.500000 Penalty: 3478.079590
	Iteration 38Q: 3 clusters Score -2296346 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2296406.250000 Penalty: 3478.079590
	Iteration 39Q: 3 clusters Score -2296406 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2296460.500000 Penalty: 3478.079590
	Iteration 40F: 3 clusters Score -2296460 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2296521.250000 Penalty: 3478.079590
	Iteration 41Q: 3 clusters Score -2296521 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43179 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2296560.500000 Penalty: 3478.079590
	Iteration 42Q: 3 clusters Score -2296560 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2296599.750000 Penalty: 3478.079590
	Iteration 43Q: 3 clusters Score -2296600 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43366 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2296638.250000 Penalty: 3478.079590
	Iteration 44Q: 3 clusters Score -2296638 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2296670.750000 Penalty: 3478.079590
	Iteration 45Q: 3 clusters Score -2296671 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43496 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2296689.750000 Penalty: 3478.079590
	Iteration 46Q: 3 clusters Score -2296690 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43543 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2296711.000000 Penalty: 3478.079590
	Iteration 47Q: 3 clusters Score -2296711 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43589 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2296727.750000 Penalty: 3478.079590
	Iteration 48Q: 3 clusters Score -2296728 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2296737.000000 Penalty: 3478.079590
	Iteration 49Q: 3 clusters Score -2296737 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2296754.500000 Penalty: 3478.079590
	Iteration 50Q: 3 clusters Score -2296754 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2296764.500000 Penalty: 3478.079590
	Iteration 51Q: 3 clusters Score -2296764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43704 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2296775.250000 Penalty: 3478.079590
	Iteration 52Q: 3 clusters Score -2296775 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2296781.500000 Penalty: 3478.079590
	Iteration 53Q: 3 clusters Score -2296782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2296791.250000 Penalty: 3478.079590
	Iteration 54Q: 3 clusters Score -2296791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2296795.000000 Penalty: 3478.079590
	Iteration 55Q: 3 clusters Score -2296795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2296800.000000 Penalty: 3478.079590
	Iteration 56Q: 3 clusters Score -2296800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2296800.000000 Penalty: 3478.079590
	Iteration 57Q: 3 clusters Score -2296800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2296803.750000 Penalty: 3478.079590
	Iteration 58Q: 3 clusters Score -2296804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2296811.000000 Penalty: 3478.079590
	Iteration 59Q: 3 clusters Score -2296811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2296808.250000 Penalty: 3478.079590
	Iteration 60F: 3 clusters Score -2296808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43793 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2296811.500000 Penalty: 3478.079590
	Iteration 61Q: 3 clusters Score -2296812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2296815.500000 Penalty: 3478.079590
	Iteration 62Q: 3 clusters Score -2296816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2296817.250000 Penalty: 3478.079590
	Iteration 63Q: 3 clusters Score -2296817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2296819.750000 Penalty: 3478.079590
	Iteration 64Q: 3 clusters Score -2296820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43812 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2296820.250000 Penalty: 3478.079590
	Iteration 65Q: 3 clusters Score -2296820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2296819.500000 Penalty: 3478.079590
	Iteration 66Q: 3 clusters Score -2296820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2296822.000000 Penalty: 3478.079590
	Iteration 67Q: 3 clusters Score -2296822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43816 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2296823.000000 Penalty: 3478.079590
	Iteration 68Q: 3 clusters Score -2296823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2296818.000000 Penalty: 3478.079590
	Iteration 69Q: 3 clusters Score -2296818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2296822.750000 Penalty: 3478.079590
	Iteration 70Q: 3 clusters Score -2296823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2296825.000000 Penalty: 3478.079590
	Iteration 71Q: 3 clusters Score -2296825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43828 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2296825.750000 Penalty: 3478.079590
	Iteration 72Q: 3 clusters Score -2296826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2296829.250000 Penalty: 3478.079590
	Iteration 73Q: 3 clusters Score -2296829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2296829.250000 Penalty: 3478.079590
	Iteration 74Q: 3 clusters Score -2296829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2296833.250000 Penalty: 3478.079590
	Iteration 75Q: 3 clusters Score -2296833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2296834.500000 Penalty: 3478.079590
	Iteration 76Q: 3 clusters Score -2296834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2296834.500000 Penalty: 3478.079590
	Iteration 77F: 3 clusters Score -2296834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Entering Unmasked Estep 
Score: -655084.875000 Penalty: 1534.235962
	Iteration 0F: 2 clusters Score -655084.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -646220.187500 Penalty: 3068.471924
	Iteration 0F: 3 clusters Score -646220.2 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -649084.125000 Penalty: 3068.471924
	Iteration 1F: 3 clusters Score -649084.1 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -649442.187500 Penalty: 3068.471924
	Iteration 2F: 3 clusters Score -649442.2 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -649803.312500 Penalty: 3068.471924
	Iteration 3F: 3 clusters Score -649803.3 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -650245.125000 Penalty: 3068.471924
	Iteration 4F: 3 clusters Score -650245.1 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -650783.375000 Penalty: 3068.471924
	Iteration 5F: 3 clusters Score -650783.4 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -651387.625000 Penalty: 3068.471924
	Iteration 6F: 3 clusters Score -651387.6 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -651993.000000 Penalty: 3068.471924
	Iteration 7F: 3 clusters Score -651993 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -652528.375000 Penalty: 3068.471924
	Iteration 8Q: 3 clusters Score -652528.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -652936.125000 Penalty: 3068.471924
	Iteration 9Q: 3 clusters Score -652936.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -653214.875000 Penalty: 3068.471924
	Iteration 10Q: 3 clusters Score -653214.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -653415.062500 Penalty: 3068.471924
	Iteration 11Q: 3 clusters Score -653415.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -653548.312500 Penalty: 3068.471924
	Iteration 12Q: 3 clusters Score -653548.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -653644.187500 Penalty: 3068.471924
	Iteration 13Q: 3 clusters Score -653644.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -653723.687500 Penalty: 3068.471924
	Iteration 14Q: 3 clusters Score -653723.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -653789.375000 Penalty: 3068.471924
	Iteration 15Q: 3 clusters Score -653789.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -653837.937500 Penalty: 3068.471924
	Iteration 16Q: 3 clusters Score -653837.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -653878.937500 Penalty: 3068.471924
	Iteration 17Q: 3 clusters Score -653878.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -653916.437500 Penalty: 3068.471924
	Iteration 18Q: 3 clusters Score -653916.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -653948.250000 Penalty: 3068.471924
	Iteration 19Q: 3 clusters Score -653948.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -653965.312500 Penalty: 3068.471924
	Iteration 20F: 3 clusters Score -653965.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -653980.125000 Penalty: 3068.471924
	Iteration 21Q: 3 clusters Score -653980.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -653993.500000 Penalty: 3068.471924
	Iteration 22Q: 3 clusters Score -653993.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -654004.500000 Penalty: 3068.471924
	Iteration 23Q: 3 clusters Score -654004.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -654010.187500 Penalty: 3068.471924
	Iteration 24Q: 3 clusters Score -654010.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -654019.375000 Penalty: 3068.471924
	Iteration 25Q: 3 clusters Score -654019.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -654026.875000 Penalty: 3068.471924
	Iteration 26Q: 3 clusters Score -654026.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -654041.875000 Penalty: 3068.471924
	Iteration 27Q: 3 clusters Score -654041.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -654049.937500 Penalty: 3068.471924
	Iteration 28Q: 3 clusters Score -654049.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -654059.375000 Penalty: 3068.471924
	Iteration 29Q: 3 clusters Score -654059.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -654069.687500 Penalty: 3068.471924
	Iteration 30Q: 3 clusters Score -654069.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -654078.062500 Penalty: 3068.471924
	Iteration 31Q: 3 clusters Score -654078.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -654082.187500 Penalty: 3068.471924
	Iteration 32Q: 3 clusters Score -654082.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -654089.312500 Penalty: 3068.471924
	Iteration 33Q: 3 clusters Score -654089.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -654094.562500 Penalty: 3068.471924
	Iteration 34Q: 3 clusters Score -654094.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -654095.125000 Penalty: 3068.471924
	Iteration 35Q: 3 clusters Score -654095.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -654097.375000 Penalty: 3068.471924
	Iteration 36Q: 3 clusters Score -654097.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -654100.812500 Penalty: 3068.471924
	Iteration 37Q: 3 clusters Score -654100.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -654100.500000 Penalty: 3068.471924
	Iteration 38Q: 3 clusters Score -654100.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -654100.937500 Penalty: 3068.471924
	Iteration 39Q: 3 clusters Score -654100.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -654102.562500 Penalty: 3068.471924
	Iteration 40F: 3 clusters Score -654102.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -654103.375000 Penalty: 3068.471924
	Iteration 41Q: 3 clusters Score -654103.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -654103.437500 Penalty: 3068.471924
	Iteration 42Q: 3 clusters Score -654103.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -654103.625000 Penalty: 3068.471924
	Iteration 43Q: 3 clusters Score -654103.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -654106.812500 Penalty: 3068.471924
	Iteration 44Q: 3 clusters Score -654106.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -654106.250000 Penalty: 3068.471924
	Iteration 45Q: 3 clusters Score -654106.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -654106.250000 Penalty: 3068.471924
	Iteration 46F: 3 clusters Score -654106.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Entering Unmasked Estep 
Score: -486867.468750 Penalty: 1477.542725
	Iteration 0F: 2 clusters Score -486867.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -480381.437500 Penalty: 2955.085449
	Iteration 0F: 3 clusters Score -480381.4 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -482307.156250 Penalty: 2955.085449
	Iteration 1F: 3 clusters Score -482307.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -482501.937500 Penalty: 2955.085449
	Iteration 2F: 3 clusters Score -482501.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -482664.843750 Penalty: 2955.085449
	Iteration 3Q: 3 clusters Score -482664.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -482850.718750 Penalty: 2955.085449
	Iteration 4Q: 3 clusters Score -482850.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -483083.062500 Penalty: 2955.085449
	Iteration 5Q: 3 clusters Score -483083.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -483409.718750 Penalty: 2955.085449
	Iteration 6F: 3 clusters Score -483409.7 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -483799.812500 Penalty: 2955.085449
	Iteration 7F: 3 clusters Score -483799.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -484263.625000 Penalty: 2955.085449
	Iteration 8F: 3 clusters Score -484263.6 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -484665.593750 Penalty: 2955.085449
	Iteration 9F: 3 clusters Score -484665.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -484957.281250 Penalty: 2955.085449
	Iteration 10Q: 3 clusters Score -484957.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -485176.187500 Penalty: 2955.085449
	Iteration 11Q: 3 clusters Score -485176.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -485352.156250 Penalty: 2955.085449
	Iteration 12Q: 3 clusters Score -485352.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -485442.625000 Penalty: 2955.085449
	Iteration 13Q: 3 clusters Score -485442.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -485504.593750 Penalty: 2955.085449
	Iteration 14Q: 3 clusters Score -485504.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -485541.125000 Penalty: 2955.085449
	Iteration 15Q: 3 clusters Score -485541.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -485566.156250 Penalty: 2955.085449
	Iteration 16Q: 3 clusters Score -485566.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -485579.562500 Penalty: 2955.085449
	Iteration 17Q: 3 clusters Score -485579.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -485589.250000 Penalty: 2955.085449
	Iteration 18Q: 3 clusters Score -485589.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -485594.531250 Penalty: 2955.085449
	Iteration 19Q: 3 clusters Score -485594.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -485599.312500 Penalty: 2955.085449
	Iteration 20F: 3 clusters Score -485599.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -485600.468750 Penalty: 2955.085449
	Iteration 21Q: 3 clusters Score -485600.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -485601.656250 Penalty: 2955.085449
	Iteration 22Q: 3 clusters Score -485601.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -485605.656250 Penalty: 2955.085449
	Iteration 23Q: 3 clusters Score -485605.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -485608.375000 Penalty: 2955.085449
	Iteration 24Q: 3 clusters Score -485608.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -485612.437500 Penalty: 2955.085449
	Iteration 25Q: 3 clusters Score -485612.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -485614.000000 Penalty: 2955.085449
	Iteration 26Q: 3 clusters Score -485614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -485618.031250 Penalty: 2955.085449
	Iteration 27Q: 3 clusters Score -485618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -485621.625000 Penalty: 2955.085449
	Iteration 28Q: 3 clusters Score -485621.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -485623.406250 Penalty: 2955.085449
	Iteration 29Q: 3 clusters Score -485623.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -485625.500000 Penalty: 2955.085449
	Iteration 30Q: 3 clusters Score -485625.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -485626.718750 Penalty: 2955.085449
	Iteration 31Q: 3 clusters Score -485626.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -485626.718750 Penalty: 2955.085449
	Iteration 32F: 3 clusters Score -485626.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Entering Unmasked Estep 
Score: -203385.359375 Penalty: 1361.637817
	Iteration 0F: 2 clusters Score -203385.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -199825.531250 Penalty: 2723.275635
	Iteration 0F: 3 clusters Score -199825.5 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -200822.406250 Penalty: 2723.275635
	Iteration 1F: 3 clusters Score -200822.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -200997.203125 Penalty: 2723.275635
	Iteration 2F: 3 clusters Score -200997.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -201139.437500 Penalty: 2723.275635
	Iteration 3F: 3 clusters Score -201139.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -201250.875000 Penalty: 2723.275635
	Iteration 4Q: 3 clusters Score -201250.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -201347.625000 Penalty: 2723.275635
	Iteration 5Q: 3 clusters Score -201347.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -201441.312500 Penalty: 2723.275635
	Iteration 6Q: 3 clusters Score -201441.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -201550.484375 Penalty: 2723.275635
	Iteration 7Q: 3 clusters Score -201550.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -201669.812500 Penalty: 2723.275635
	Iteration 8Q: 3 clusters Score -201669.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -201784.812500 Penalty: 2723.275635
	Iteration 9Q: 3 clusters Score -201784.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -201872.265625 Penalty: 2723.275635
	Iteration 10Q: 3 clusters Score -201872.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -201967.781250 Penalty: 2723.275635
	Iteration 11Q: 3 clusters Score -201967.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -202054.796875 Penalty: 2723.275635
	Iteration 12Q: 3 clusters Score -202054.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -202121.578125 Penalty: 2723.275635
	Iteration 13Q: 3 clusters Score -202121.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -202168.406250 Penalty: 2723.275635
	Iteration 14Q: 3 clusters Score -202168.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -202209.203125 Penalty: 2723.275635
	Iteration 15Q: 3 clusters Score -202209.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -202243.968750 Penalty: 2723.275635
	Iteration 16Q: 3 clusters Score -202244 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -202270.343750 Penalty: 2723.275635
	Iteration 17Q: 3 clusters Score -202270.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -202288.187500 Penalty: 2723.275635
	Iteration 18Q: 3 clusters Score -202288.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -202300.093750 Penalty: 2723.275635
	Iteration 19Q: 3 clusters Score -202300.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -202308.406250 Penalty: 2723.275635
	Iteration 20F: 3 clusters Score -202308.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -202311.734375 Penalty: 2723.275635
	Iteration 21Q: 3 clusters Score -202311.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -202313.609375 Penalty: 2723.275635
	Iteration 22Q: 3 clusters Score -202313.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -202315.640625 Penalty: 2723.275635
	Iteration 23Q: 3 clusters Score -202315.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -202317.046875 Penalty: 2723.275635
	Iteration 24Q: 3 clusters Score -202317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -202318.937500 Penalty: 2723.275635
	Iteration 25Q: 3 clusters Score -202318.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -202320.812500 Penalty: 2723.275635
	Iteration 26Q: 3 clusters Score -202320.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -202320.640625 Penalty: 2723.275635
	Iteration 27Q: 3 clusters Score -202320.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -202321.375000 Penalty: 2723.275635
	Iteration 28Q: 3 clusters Score -202321.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -202321.375000 Penalty: 2723.275635
	Iteration 29F: 3 clusters Score -202321.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Entering Unmasked Estep 
Score: -423283.656250 Penalty: 1459.421143
	Iteration 0F: 2 clusters Score -423283.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -417441.875000 Penalty: 2918.842285
	Iteration 0F: 3 clusters Score -417441.9 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -419215.843750 Penalty: 2918.842285
	Iteration 1F: 3 clusters Score -419215.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -419433.906250 Penalty: 2918.842285
	Iteration 2F: 3 clusters Score -419433.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -419643.437500 Penalty: 2918.842285
	Iteration 3F: 3 clusters Score -419643.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -419902.062500 Penalty: 2918.842285
	Iteration 4F: 3 clusters Score -419902.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -420197.156250 Penalty: 2918.842285
	Iteration 5F: 3 clusters Score -420197.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -420512.750000 Penalty: 2918.842285
	Iteration 6F: 3 clusters Score -420512.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -420846.593750 Penalty: 2918.842285
	Iteration 7F: 3 clusters Score -420846.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -421182.406250 Penalty: 2918.842285
	Iteration 8F: 3 clusters Score -421182.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -421488.875000 Penalty: 2918.842285
	Iteration 9Q: 3 clusters Score -421488.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -421676.031250 Penalty: 2918.842285
	Iteration 10Q: 3 clusters Score -421676 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -421811.500000 Penalty: 2918.842285
	Iteration 11Q: 3 clusters Score -421811.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -421912.687500 Penalty: 2918.842285
	Iteration 12Q: 3 clusters Score -421912.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -421988.187500 Penalty: 2918.842285
	Iteration 13Q: 3 clusters Score -421988.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -422033.125000 Penalty: 2918.842285
	Iteration 14Q: 3 clusters Score -422033.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -422061.437500 Penalty: 2918.842285
	Iteration 15Q: 3 clusters Score -422061.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -422084.625000 Penalty: 2918.842285
	Iteration 16Q: 3 clusters Score -422084.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -422106.875000 Penalty: 2918.842285
	Iteration 17Q: 3 clusters Score -422106.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -422120.406250 Penalty: 2918.842285
	Iteration 18Q: 3 clusters Score -422120.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -422128.000000 Penalty: 2918.842285
	Iteration 19Q: 3 clusters Score -422128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -422132.625000 Penalty: 2918.842285
	Iteration 20F: 3 clusters Score -422132.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -422136.937500 Penalty: 2918.842285
	Iteration 21Q: 3 clusters Score -422136.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -422139.468750 Penalty: 2918.842285
	Iteration 22Q: 3 clusters Score -422139.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -422140.781250 Penalty: 2918.842285
	Iteration 23Q: 3 clusters Score -422140.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -422143.218750 Penalty: 2918.842285
	Iteration 24Q: 3 clusters Score -422143.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -422144.718750 Penalty: 2918.842285
	Iteration 25Q: 3 clusters Score -422144.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -422146.687500 Penalty: 2918.842285
	Iteration 26Q: 3 clusters Score -422146.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -422146.968750 Penalty: 2918.842285
	Iteration 27Q: 3 clusters Score -422147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -422147.250000 Penalty: 2918.842285
	Iteration 28Q: 3 clusters Score -422147.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -422147.250000 Penalty: 2918.842285
	Iteration 29F: 3 clusters Score -422147.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Entering Unmasked Estep 
Score: -627316.937500 Penalty: 1535.084839
	Iteration 0F: 2 clusters Score -627316.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -618466.687500 Penalty: 3070.169678
	Iteration 0F: 3 clusters Score -618466.7 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -621402.875000 Penalty: 3070.169678
	Iteration 1F: 3 clusters Score -621402.9 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -621662.875000 Penalty: 3070.169678
	Iteration 2F: 3 clusters Score -621662.9 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -621853.062500 Penalty: 3070.169678
	Iteration 3Q: 3 clusters Score -621853.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -622019.062500 Penalty: 3070.169678
	Iteration 4Q: 3 clusters Score -622019.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -622165.875000 Penalty: 3070.169678
	Iteration 5Q: 3 clusters Score -622165.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -622320.687500 Penalty: 3070.169678
	Iteration 6Q: 3 clusters Score -622320.7 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -622513.187500 Penalty: 3070.169678
	Iteration 7Q: 3 clusters Score -622513.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -622734.375000 Penalty: 3070.169678
	Iteration 8Q: 3 clusters Score -622734.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -622990.625000 Penalty: 3070.169678
	Iteration 9Q: 3 clusters Score -622990.6 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -623297.687500 Penalty: 3070.169678
	Iteration 10Q: 3 clusters Score -623297.7 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -623681.312500 Penalty: 3070.169678
	Iteration 11Q: 3 clusters Score -623681.3 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -624140.187500 Penalty: 3070.169678
	Iteration 12Q: 3 clusters Score -624140.2 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -624583.750000 Penalty: 3070.169678
	Iteration 13Q: 3 clusters Score -624583.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -624927.125000 Penalty: 3070.169678
	Iteration 14Q: 3 clusters Score -624927.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -625192.562500 Penalty: 3070.169678
	Iteration 15Q: 3 clusters Score -625192.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -625433.250000 Penalty: 3070.169678
	Iteration 16Q: 3 clusters Score -625433.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -625631.062500 Penalty: 3070.169678
	Iteration 17Q: 3 clusters Score -625631.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -625777.875000 Penalty: 3070.169678
	Iteration 18Q: 3 clusters Score -625777.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -625885.312500 Penalty: 3070.169678
	Iteration 19Q: 3 clusters Score -625885.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -625943.250000 Penalty: 3070.169678
	Iteration 20F: 3 clusters Score -625943.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -625978.562500 Penalty: 3070.169678
	Iteration 21Q: 3 clusters Score -625978.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -626009.187500 Penalty: 3070.169678
	Iteration 22Q: 3 clusters Score -626009.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -626037.187500 Penalty: 3070.169678
	Iteration 23Q: 3 clusters Score -626037.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -626052.062500 Penalty: 3070.169678
	Iteration 24Q: 3 clusters Score -626052.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -626061.875000 Penalty: 3070.169678
	Iteration 25Q: 3 clusters Score -626061.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -626069.187500 Penalty: 3070.169678
	Iteration 26Q: 3 clusters Score -626069.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -626076.375000 Penalty: 3070.169678
	Iteration 27Q: 3 clusters Score -626076.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -626077.500000 Penalty: 3070.169678
	Iteration 28Q: 3 clusters Score -626077.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -626079.750000 Penalty: 3070.169678
	Iteration 29Q: 3 clusters Score -626079.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -626082.000000 Penalty: 3070.169678
	Iteration 30Q: 3 clusters Score -626082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -626086.625000 Penalty: 3070.169678
	Iteration 31Q: 3 clusters Score -626086.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -626091.812500 Penalty: 3070.169678
	Iteration 32Q: 3 clusters Score -626091.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -626093.125000 Penalty: 3070.169678
	Iteration 33Q: 3 clusters Score -626093.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -626097.500000 Penalty: 3070.169678
	Iteration 34Q: 3 clusters Score -626097.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -626099.750000 Penalty: 3070.169678
	Iteration 35Q: 3 clusters Score -626099.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -626101.437500 Penalty: 3070.169678
	Iteration 36Q: 3 clusters Score -626101.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -626101.750000 Penalty: 3070.169678
	Iteration 37Q: 3 clusters Score -626101.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -626101.687500 Penalty: 3070.169678
	Iteration 38Q: 3 clusters Score -626101.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -626101.500000 Penalty: 3070.169678
	Iteration 39Q: 3 clusters Score -626101.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -626101.437500 Penalty: 3070.169678
	Iteration 40F: 3 clusters Score -626101.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -626102.250000 Penalty: 3070.169678
	Iteration 41Q: 3 clusters Score -626102.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -626103.250000 Penalty: 3070.169678
	Iteration 42Q: 3 clusters Score -626103.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -626103.750000 Penalty: 3070.169678
	Iteration 43Q: 3 clusters Score -626103.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -626103.937500 Penalty: 3070.169678
	Iteration 44Q: 3 clusters Score -626103.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -626103.937500 Penalty: 3070.169678
	Iteration 45F: 3 clusters Score -626103.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 190044 members 
Mstep: Class 5 contains 26420 members 
Mstep: Class 6 contains 189692 members 
Mstep: Class 9 contains 2703 members 
Mstep: Class 10 contains 42251 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44435 members 
Mstep: Class 19 contains 12600 members 
Mstep: Class 20 contains 8889 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7951 members 
Mstep: Class 23 contains 12666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084994.000000 Penalty: 30217.503906
Iteration 239Q: 15 clusters Score -2.908499e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 190043 members 
Mstep: Class 5 contains 26433 members 
Mstep: Class 6 contains 189705 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42251 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44436 members 
Mstep: Class 19 contains 12576 members 
Mstep: Class 20 contains 8889 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7951 members 
Mstep: Class 23 contains 12666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085010.000000 Penalty: 30217.503906
Iteration 240F: 15 clusters Score -2.908501e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 190043 members 
Mstep: Class 5 contains 26438 members 
Mstep: Class 6 contains 189726 members 
Mstep: Class 9 contains 2706 members 
Mstep: Class 10 contains 42251 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44438 members 
Mstep: Class 19 contains 12548 members 
Mstep: Class 20 contains 8889 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7951 members 
Mstep: Class 23 contains 12667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084994.000000 Penalty: 30217.503906
Iteration 241Q: 15 clusters Score -2.908499e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 190043 members 
Mstep: Class 5 contains 26451 members 
Mstep: Class 6 contains 189746 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 42249 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44439 members 
Mstep: Class 19 contains 12518 members 
Mstep: Class 20 contains 8889 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7951 members 
Mstep: Class 23 contains 12667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084988.000000 Penalty: 30217.503906
Iteration 242Q: 15 clusters Score -2.908499e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 190044 members 
Mstep: Class 5 contains 26455 members 
Mstep: Class 6 contains 189772 members 
Mstep: Class 9 contains 2706 members 
Mstep: Class 10 contains 42246 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44439 members 
Mstep: Class 19 contains 12489 members 
Mstep: Class 20 contains 8889 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7951 members 
Mstep: Class 23 contains 12667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085000.000000 Penalty: 30217.503906
Iteration 243Q: 15 clusters Score -2.9085e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 190044 members 
Mstep: Class 5 contains 26468 members 
Mstep: Class 6 contains 189788 members 
Mstep: Class 9 contains 2706 members 
Mstep: Class 10 contains 42244 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44447 members 
Mstep: Class 19 contains 12454 members 
Mstep: Class 20 contains 8889 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7952 members 
Mstep: Class 23 contains 12667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085026.000000 Penalty: 30217.503906
Iteration 244Q: 15 clusters Score -2.908503e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 190044 members 
Mstep: Class 5 contains 26474 members 
Mstep: Class 6 contains 189809 members 
Mstep: Class 9 contains 2706 members 
Mstep: Class 10 contains 42243 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44458 members 
Mstep: Class 19 contains 12416 members 
Mstep: Class 20 contains 8889 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7953 members 
Mstep: Class 23 contains 12667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085034.000000 Penalty: 30217.503906
Iteration 245Q: 15 clusters Score -2.908503e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 190042 members 
Mstep: Class 5 contains 26488 members 
Mstep: Class 6 contains 189827 members 
Mstep: Class 9 contains 2706 members 
Mstep: Class 10 contains 42243 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44469 members 
Mstep: Class 19 contains 12379 members 
Mstep: Class 20 contains 8889 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7952 members 
Mstep: Class 23 contains 12666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085060.000000 Penalty: 30217.503906
Iteration 246Q: 15 clusters Score -2.908506e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 190039 members 
Mstep: Class 5 contains 26501 members 
Mstep: Class 6 contains 189851 members 
Mstep: Class 9 contains 2706 members 
Mstep: Class 10 contains 42242 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44475 members 
Mstep: Class 19 contains 12344 members 
Mstep: Class 20 contains 8889 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7950 members 
Mstep: Class 23 contains 12666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085078.000000 Penalty: 30217.503906
Iteration 247Q: 15 clusters Score -2.908508e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 190040 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 189867 members 
Mstep: Class 9 contains 2706 members 
Mstep: Class 10 contains 42239 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44482 members 
Mstep: Class 19 contains 12314 members 
Mstep: Class 20 contains 8889 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7950 members 
Mstep: Class 23 contains 12665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085116.000000 Penalty: 30217.503906
Iteration 248Q: 15 clusters Score -2.908512e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 190041 members 
Mstep: Class 5 contains 26528 members 
Mstep: Class 6 contains 189874 members 
Mstep: Class 9 contains 2706 members 
Mstep: Class 10 contains 42239 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44494 members 
Mstep: Class 19 contains 12279 members 
Mstep: Class 20 contains 8889 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7950 members 
Mstep: Class 23 contains 12666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085160.000000 Penalty: 30217.503906
Iteration 249Q: 15 clusters Score -2.908516e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 190043 members 
Mstep: Class 5 contains 26541 members 
Mstep: Class 6 contains 189891 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 42238 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44507 members 
Mstep: Class 19 contains 12242 members 
Mstep: Class 20 contains 8889 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7949 members 
Mstep: Class 23 contains 12663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085152.000000 Penalty: 30217.503906
Iteration 250Q: 15 clusters Score -2.908515e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 4 contains 190044 members 
Mstep: Class 5 contains 26566 members 
Mstep: Class 6 contains 189887 members 
Mstep: Class 9 contains 2706 members 
Mstep: Class 10 contains 42238 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44522 members 
Mstep: Class 19 contains 12204 members 
Mstep: Class 20 contains 8889 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7949 members 
Mstep: Class 23 contains 12661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085160.000000 Penalty: 30217.503906
Iteration 251Q: 15 clusters Score -2.908516e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190044 members 
Mstep: Class 5 contains 26586 members 
Mstep: Class 6 contains 189889 members 
Mstep: Class 9 contains 2707 members 
Mstep: Class 10 contains 42239 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44540 members 
Mstep: Class 19 contains 12162 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7950 members 
Mstep: Class 23 contains 12660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085118.000000 Penalty: 30217.503906
Iteration 252Q: 15 clusters Score -2.908512e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190047 members 
Mstep: Class 5 contains 26606 members 
Mstep: Class 6 contains 189897 members 
Mstep: Class 9 contains 2706 members 
Mstep: Class 10 contains 42238 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44546 members 
Mstep: Class 19 contains 12125 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7951 members 
Mstep: Class 23 contains 12659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085158.000000 Penalty: 30217.503906
Iteration 253Q: 15 clusters Score -2.908516e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190050 members 
Mstep: Class 5 contains 26628 members 
Mstep: Class 6 contains 189894 members 
Mstep: Class 9 contains 2706 members 
Mstep: Class 10 contains 42237 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44553 members 
Mstep: Class 19 contains 12095 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7953 members 
Mstep: Class 23 contains 12659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085146.000000 Penalty: 30217.503906
Iteration 254Q: 15 clusters Score -2.908515e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190050 members 
Mstep: Class 5 contains 26642 members 
Mstep: Class 6 contains 189892 members 
Mstep: Class 9 contains 2706 members 
Mstep: Class 10 contains 42237 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44564 members 
Mstep: Class 19 contains 12070 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7954 members 
Mstep: Class 23 contains 12660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085154.000000 Penalty: 30217.503906
Iteration 255Q: 15 clusters Score -2.908515e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190049 members 
Mstep: Class 5 contains 26648 members 
Mstep: Class 6 contains 189902 members 
Mstep: Class 9 contains 2706 members 
Mstep: Class 10 contains 42236 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44572 members 
Mstep: Class 19 contains 12051 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7954 members 
Mstep: Class 23 contains 12659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085152.000000 Penalty: 30217.503906
Iteration 256Q: 15 clusters Score -2.908515e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190050 members 
Mstep: Class 5 contains 26653 members 
Mstep: Class 6 contains 189910 members 
Mstep: Class 9 contains 2707 members 
Mstep: Class 10 contains 42236 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44577 members 
Mstep: Class 19 contains 12032 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7954 members 
Mstep: Class 23 contains 12659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085170.000000 Penalty: 30217.503906
Iteration 257Q: 15 clusters Score -2.908517e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190052 members 
Mstep: Class 5 contains 26660 members 
Mstep: Class 6 contains 189918 members 
Mstep: Class 9 contains 2707 members 
Mstep: Class 10 contains 42237 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44579 members 
Mstep: Class 19 contains 12012 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7954 members 
Mstep: Class 23 contains 12659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085158.000000 Penalty: 30217.503906
Iteration 258Q: 15 clusters Score -2.908516e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190051 members 
Mstep: Class 5 contains 26666 members 
Mstep: Class 6 contains 189931 members 
Mstep: Class 9 contains 2707 members 
Mstep: Class 10 contains 42237 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44580 members 
Mstep: Class 19 contains 11992 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7954 members 
Mstep: Class 23 contains 12659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085180.000000 Penalty: 30217.503906
Iteration 259Q: 15 clusters Score -2.908518e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190051 members 
Mstep: Class 5 contains 26671 members 
Mstep: Class 6 contains 189946 members 
Mstep: Class 9 contains 2706 members 
Mstep: Class 10 contains 42236 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44582 members 
Mstep: Class 19 contains 11973 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7953 members 
Mstep: Class 23 contains 12659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085158.000000 Penalty: 30217.503906
Iteration 260F: 15 clusters Score -2.908516e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190050 members 
Mstep: Class 5 contains 26675 members 
Mstep: Class 6 contains 189964 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 42238 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44589 members 
Mstep: Class 19 contains 11946 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7953 members 
Mstep: Class 23 contains 12659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085138.000000 Penalty: 30217.503906
Iteration 261Q: 15 clusters Score -2.908514e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190047 members 
Mstep: Class 5 contains 26687 members 
Mstep: Class 6 contains 189979 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 42238 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44598 members 
Mstep: Class 19 contains 11914 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7952 members 
Mstep: Class 23 contains 12659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085152.000000 Penalty: 30217.503906
Iteration 262Q: 15 clusters Score -2.908515e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190045 members 
Mstep: Class 5 contains 26698 members 
Mstep: Class 6 contains 189989 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 42238 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44606 members 
Mstep: Class 19 contains 11887 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7953 members 
Mstep: Class 23 contains 12659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085138.000000 Penalty: 30217.503906
Iteration 263Q: 15 clusters Score -2.908514e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190043 members 
Mstep: Class 5 contains 26707 members 
Mstep: Class 6 contains 190003 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 42238 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44615 members 
Mstep: Class 19 contains 11857 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 12659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085116.000000 Penalty: 30217.503906
Iteration 264Q: 15 clusters Score -2.908512e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190042 members 
Mstep: Class 5 contains 26721 members 
Mstep: Class 6 contains 190012 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42239 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44624 members 
Mstep: Class 19 contains 11826 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 12659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085122.000000 Penalty: 30217.503906
Iteration 265Q: 15 clusters Score -2.908512e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190041 members 
Mstep: Class 5 contains 26737 members 
Mstep: Class 6 contains 190029 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 42236 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44635 members 
Mstep: Class 19 contains 11786 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 12658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085118.000000 Penalty: 30217.503906
Iteration 266Q: 15 clusters Score -2.908512e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190040 members 
Mstep: Class 5 contains 26751 members 
Mstep: Class 6 contains 190037 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 42236 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44645 members 
Mstep: Class 19 contains 11756 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 12657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085092.000000 Penalty: 30217.503906
Iteration 267Q: 15 clusters Score -2.908509e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190039 members 
Mstep: Class 5 contains 26767 members 
Mstep: Class 6 contains 190040 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 42237 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44651 members 
Mstep: Class 19 contains 11733 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 12658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085106.000000 Penalty: 30217.503906
Iteration 268Q: 15 clusters Score -2.908511e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190040 members 
Mstep: Class 5 contains 26785 members 
Mstep: Class 6 contains 190045 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 42238 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 17 contains 44653 members 
Mstep: Class 19 contains 11705 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 12658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085132.000000 Penalty: 30217.503906
Iteration 269Q: 15 clusters Score -2.908513e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190041 members 
Mstep: Class 5 contains 26804 members 
Mstep: Class 6 contains 190052 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 42237 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44654 members 
Mstep: Class 19 contains 11677 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 12658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085120.000000 Penalty: 30217.503906
Iteration 270Q: 15 clusters Score -2.908512e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190038 members 
Mstep: Class 5 contains 26828 members 
Mstep: Class 6 contains 190060 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 42236 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44659 members 
Mstep: Class 19 contains 11645 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 12658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085106.000000 Penalty: 30217.503906
Iteration 271Q: 15 clusters Score -2.908511e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190037 members 
Mstep: Class 5 contains 26843 members 
Mstep: Class 6 contains 190082 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 42236 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44664 members 
Mstep: Class 19 contains 11605 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 12657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085100.000000 Penalty: 30217.503906
Iteration 272Q: 15 clusters Score -2.90851e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190033 members 
Mstep: Class 5 contains 26856 members 
Mstep: Class 6 contains 190105 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 42236 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44669 members 
Mstep: Class 19 contains 11569 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7956 members 
Mstep: Class 23 contains 12655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085092.000000 Penalty: 30217.503906
Iteration 273Q: 15 clusters Score -2.908509e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190031 members 
Mstep: Class 5 contains 26862 members 
Mstep: Class 6 contains 190120 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 42235 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44672 members 
Mstep: Class 19 contains 11547 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085102.000000 Penalty: 30217.503906
Iteration 274Q: 15 clusters Score -2.90851e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190031 members 
Mstep: Class 5 contains 26868 members 
Mstep: Class 6 contains 190134 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 42235 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44678 members 
Mstep: Class 19 contains 11523 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085092.000000 Penalty: 30217.503906
Iteration 275Q: 15 clusters Score -2.908509e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190031 members 
Mstep: Class 5 contains 26872 members 
Mstep: Class 6 contains 190142 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 42234 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44681 members 
Mstep: Class 19 contains 11507 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085078.000000 Penalty: 30217.503906
Iteration 276Q: 15 clusters Score -2.908508e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190030 members 
Mstep: Class 5 contains 26873 members 
Mstep: Class 6 contains 190150 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 42234 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44682 members 
Mstep: Class 19 contains 11496 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085068.000000 Penalty: 30217.503906
Iteration 277Q: 15 clusters Score -2.908507e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190029 members 
Mstep: Class 5 contains 26877 members 
Mstep: Class 6 contains 190156 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 42234 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44683 members 
Mstep: Class 19 contains 11487 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085062.000000 Penalty: 30217.503906
Iteration 278Q: 15 clusters Score -2.908506e+07 nChanged 11
Entering ConstructFrom: 
Score: -29085062.000000 Penalty: 30217.503906
Entering ConstructFrom: 
Trying to split cluster 1 (32750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Entering Unmasked Estep 
Score: -1736633.750000 Penalty: 1689.456909
	Iteration 0F: 2 clusters Score -1736634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -1714728.625000 Penalty: 3378.913818
	Iteration 0F: 3 clusters Score -1714729 nChanged 14997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -1723142.625000 Penalty: 3378.913818
	Iteration 1F: 3 clusters Score -1723143 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -1723686.750000 Penalty: 3378.913818
	Iteration 2Q: 3 clusters Score -1723687 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -1724325.750000 Penalty: 3378.913818
	Iteration 3Q: 3 clusters Score -1724326 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1725151.125000 Penalty: 3378.913818
	Iteration 4F: 3 clusters Score -1725151 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1726342.875000 Penalty: 3378.913818
	Iteration 5F: 3 clusters Score -1726343 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1727897.250000 Penalty: 3378.913818
	Iteration 6F: 3 clusters Score -1727897 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1729765.750000 Penalty: 3378.913818
	Iteration 7F: 3 clusters Score -1729766 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1731541.125000 Penalty: 3378.913818
	Iteration 8F: 3 clusters Score -1731541 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1732966.000000 Penalty: 3378.913818
	Iteration 9Q: 3 clusters Score -1732966 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1733827.250000 Penalty: 3378.913818
	Iteration 10Q: 3 clusters Score -1733827 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1734259.125000 Penalty: 3378.913818
	Iteration 11Q: 3 clusters Score -1734259 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1734530.250000 Penalty: 3378.913818
	Iteration 12Q: 3 clusters Score -1734530 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1734702.875000 Penalty: 3378.913818
	Iteration 13Q: 3 clusters Score -1734703 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1734833.875000 Penalty: 3378.913818
	Iteration 14Q: 3 clusters Score -1734834 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1734929.375000 Penalty: 3378.913818
	Iteration 15Q: 3 clusters Score -1734929 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1734994.125000 Penalty: 3378.913818
	Iteration 16Q: 3 clusters Score -1734994 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1735038.500000 Penalty: 3378.913818
	Iteration 17Q: 3 clusters Score -1735038 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1735065.750000 Penalty: 3378.913818
	Iteration 18Q: 3 clusters Score -1735066 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1735094.125000 Penalty: 3378.913818
	Iteration 19Q: 3 clusters Score -1735094 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1735122.750000 Penalty: 3378.913818
	Iteration 20F: 3 clusters Score -1735123 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1735154.375000 Penalty: 3378.913818
	Iteration 21Q: 3 clusters Score -1735154 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1735178.875000 Penalty: 3378.913818
	Iteration 22Q: 3 clusters Score -1735179 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1735194.375000 Penalty: 3378.913818
	Iteration 23Q: 3 clusters Score -1735194 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1735214.125000 Penalty: 3378.913818
	Iteration 24Q: 3 clusters Score -1735214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1735227.625000 Penalty: 3378.913818
	Iteration 25Q: 3 clusters Score -1735228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1735228.000000 Penalty: 3378.913818
	Iteration 26Q: 3 clusters Score -1735228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1735228.875000 Penalty: 3378.913818
	Iteration 27Q: 3 clusters Score -1735229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1735231.000000 Penalty: 3378.913818
	Iteration 28Q: 3 clusters Score -1735231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1735232.875000 Penalty: 3378.913818
	Iteration 29Q: 3 clusters Score -1735233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1735236.625000 Penalty: 3378.913818
	Iteration 30Q: 3 clusters Score -1735237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1735237.125000 Penalty: 3378.913818
	Iteration 31Q: 3 clusters Score -1735237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1735239.000000 Penalty: 3378.913818
	Iteration 32Q: 3 clusters Score -1735239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1735239.250000 Penalty: 3378.913818
	Iteration 33Q: 3 clusters Score -1735239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1735241.625000 Penalty: 3378.913818
	Iteration 34Q: 3 clusters Score -1735242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1735242.250000 Penalty: 3378.913818
	Iteration 35Q: 3 clusters Score -1735242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1735242.750000 Penalty: 3378.913818
	Iteration 36Q: 3 clusters Score -1735243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1735244.625000 Penalty: 3378.913818
	Iteration 37Q: 3 clusters Score -1735245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31981 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1735248.125000 Penalty: 3378.913818
	Iteration 38Q: 3 clusters Score -1735248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1735248.250000 Penalty: 3378.913818
	Iteration 39Q: 3 clusters Score -1735248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1735255.625000 Penalty: 3378.913818
	Iteration 40F: 3 clusters Score -1735256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1735255.125000 Penalty: 3378.913818
	Iteration 41Q: 3 clusters Score -1735255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1735257.000000 Penalty: 3378.913818
	Iteration 42Q: 3 clusters Score -1735257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1735258.500000 Penalty: 3378.913818
	Iteration 43Q: 3 clusters Score -1735258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1735255.875000 Penalty: 3378.913818
	Iteration 44Q: 3 clusters Score -1735256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1735258.250000 Penalty: 3378.913818
	Iteration 45Q: 3 clusters Score -1735258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1735258.250000 Penalty: 3378.913818
	Iteration 46F: 3 clusters Score -1735258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Entering Unmasked Estep 
Score: -112518.570312 Penalty: 1268.190796
	Iteration 0F: 2 clusters Score -112518.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -110175.625000 Penalty: 2536.381592
	Iteration 0F: 3 clusters Score -110175.6 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -110788.109375 Penalty: 2536.381592
	Iteration 1F: 3 clusters Score -110788.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -110971.820312 Penalty: 2536.381592
	Iteration 2F: 3 clusters Score -110971.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -111133.648438 Penalty: 2536.381592
	Iteration 3F: 3 clusters Score -111133.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -111294.437500 Penalty: 2536.381592
	Iteration 4F: 3 clusters Score -111294.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -111414.109375 Penalty: 2536.381592
	Iteration 5F: 3 clusters Score -111414.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -111500.117188 Penalty: 2536.381592
	Iteration 6Q: 3 clusters Score -111500.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -111557.257812 Penalty: 2536.381592
	Iteration 7Q: 3 clusters Score -111557.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -111588.070312 Penalty: 2536.381592
	Iteration 8Q: 3 clusters Score -111588.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -111607.531250 Penalty: 2536.381592
	Iteration 9Q: 3 clusters Score -111607.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -111629.203125 Penalty: 2536.381592
	Iteration 10Q: 3 clusters Score -111629.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -111645.390625 Penalty: 2536.381592
	Iteration 11Q: 3 clusters Score -111645.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -111660.421875 Penalty: 2536.381592
	Iteration 12Q: 3 clusters Score -111660.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -111668.007812 Penalty: 2536.381592
	Iteration 13Q: 3 clusters Score -111668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -111675.671875 Penalty: 2536.381592
	Iteration 14Q: 3 clusters Score -111675.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -111684.148438 Penalty: 2536.381592
	Iteration 15Q: 3 clusters Score -111684.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -111691.117188 Penalty: 2536.381592
	Iteration 16Q: 3 clusters Score -111691.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -111694.703125 Penalty: 2536.381592
	Iteration 17Q: 3 clusters Score -111694.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -111696.820312 Penalty: 2536.381592
	Iteration 18Q: 3 clusters Score -111696.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -111698.554688 Penalty: 2536.381592
	Iteration 19Q: 3 clusters Score -111698.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -111699.812500 Penalty: 2536.381592
	Iteration 20F: 3 clusters Score -111699.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -111702.570312 Penalty: 2536.381592
	Iteration 21Q: 3 clusters Score -111702.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -111705.062500 Penalty: 2536.381592
	Iteration 22Q: 3 clusters Score -111705.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -111706.906250 Penalty: 2536.381592
	Iteration 23Q: 3 clusters Score -111706.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -111706.906250 Penalty: 2536.381592
	Iteration 24F: 3 clusters Score -111706.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (190027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190027 members 
Entering Unmasked Estep 
Score: -9973967.000000 Penalty: 1975.174805
	Iteration 0F: 2 clusters Score -9973967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95201 members 
Mstep: Class 2 contains 94826 members 
Entering Unmasked Estep 
Score: -9846178.000000 Penalty: 3950.349609
	Iteration 0F: 3 clusters Score -9846178 nChanged 92154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101107 members 
Mstep: Class 2 contains 88920 members 
Entering Unmasked Estep 
Score: -9901028.000000 Penalty: 3950.349609
	Iteration 1F: 3 clusters Score -9901028 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104775 members 
Mstep: Class 2 contains 85252 members 
Entering Unmasked Estep 
Score: -9903078.000000 Penalty: 3950.349609
	Iteration 2Q: 3 clusters Score -9903078 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110222 members 
Mstep: Class 2 contains 79805 members 
Entering Unmasked Estep 
Score: -9906583.000000 Penalty: 3950.349609
	Iteration 3Q: 3 clusters Score -9906583 nChanged 10040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118018 members 
Mstep: Class 2 contains 72009 members 
Entering Unmasked Estep 
Score: -9912696.000000 Penalty: 3950.349609
	Iteration 4F: 3 clusters Score -9912696 nChanged 12240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128044 members 
Mstep: Class 2 contains 61983 members 
Entering Unmasked Estep 
Score: -9921877.000000 Penalty: 3950.349609
	Iteration 5F: 3 clusters Score -9921877 nChanged 13576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139464 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -9933485.000000 Penalty: 3950.349609
	Iteration 6F: 3 clusters Score -9933485 nChanged 12833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150245 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -9945528.000000 Penalty: 3950.349609
	Iteration 7F: 3 clusters Score -9945528 nChanged 10353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158612 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -9954980.000000 Penalty: 3950.349609
	Iteration 8F: 3 clusters Score -9954980 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164148 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -9960602.000000 Penalty: 3950.349609
	Iteration 9Q: 3 clusters Score -9960602 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168104 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -9963483.000000 Penalty: 3950.349609
	Iteration 10Q: 3 clusters Score -9963483 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171253 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -9965191.000000 Penalty: 3950.349609
	Iteration 11Q: 3 clusters Score -9965191 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173977 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -9966568.000000 Penalty: 3950.349609
	Iteration 12Q: 3 clusters Score -9966568 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176364 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -9967704.000000 Penalty: 3950.349609
	Iteration 13Q: 3 clusters Score -9967704 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178450 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -9968590.000000 Penalty: 3950.349609
	Iteration 14Q: 3 clusters Score -9968590 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180186 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -9969388.000000 Penalty: 3950.349609
	Iteration 15Q: 3 clusters Score -9969388 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181575 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -9970011.000000 Penalty: 3950.349609
	Iteration 16Q: 3 clusters Score -9970011 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182711 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -9970419.000000 Penalty: 3950.349609
	Iteration 17Q: 3 clusters Score -9970419 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183622 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -9970781.000000 Penalty: 3950.349609
	Iteration 18Q: 3 clusters Score -9970781 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184376 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -9971057.000000 Penalty: 3950.349609
	Iteration 19Q: 3 clusters Score -9971057 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185015 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -9971365.000000 Penalty: 3950.349609
	Iteration 20F: 3 clusters Score -9971365 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185534 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -9971534.000000 Penalty: 3950.349609
	Iteration 21Q: 3 clusters Score -9971534 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185950 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -9971671.000000 Penalty: 3950.349609
	Iteration 22Q: 3 clusters Score -9971671 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186281 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -9971747.000000 Penalty: 3950.349609
	Iteration 23Q: 3 clusters Score -9971747 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186540 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -9971843.000000 Penalty: 3950.349609
	Iteration 24Q: 3 clusters Score -9971843 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186774 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -9971896.000000 Penalty: 3950.349609
	Iteration 25Q: 3 clusters Score -9971896 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186981 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -9971937.000000 Penalty: 3950.349609
	Iteration 26Q: 3 clusters Score -9971937 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187153 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -9972006.000000 Penalty: 3950.349609
	Iteration 27Q: 3 clusters Score -9972006 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187315 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -9972059.000000 Penalty: 3950.349609
	Iteration 28Q: 3 clusters Score -9972059 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187455 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -9972084.000000 Penalty: 3950.349609
	Iteration 29Q: 3 clusters Score -9972084 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187567 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -9972071.000000 Penalty: 3950.349609
	Iteration 30Q: 3 clusters Score -9972071 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187658 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -9972071.000000 Penalty: 3950.349609
	Iteration 31Q: 3 clusters Score -9972071 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187738 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -9972108.000000 Penalty: 3950.349609
	Iteration 32Q: 3 clusters Score -9972108 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187821 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -9972123.000000 Penalty: 3950.349609
	Iteration 33Q: 3 clusters Score -9972123 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187899 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -9972140.000000 Penalty: 3950.349609
	Iteration 34Q: 3 clusters Score -9972140 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187969 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -9972160.000000 Penalty: 3950.349609
	Iteration 35Q: 3 clusters Score -9972160 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188027 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -9972166.000000 Penalty: 3950.349609
	Iteration 36Q: 3 clusters Score -9972166 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188074 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -9972187.000000 Penalty: 3950.349609
	Iteration 37Q: 3 clusters Score -9972187 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188113 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -9972191.000000 Penalty: 3950.349609
	Iteration 38Q: 3 clusters Score -9972191 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188141 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -9972225.000000 Penalty: 3950.349609
	Iteration 39Q: 3 clusters Score -9972225 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188170 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -9972223.000000 Penalty: 3950.349609
	Iteration 40F: 3 clusters Score -9972223 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188203 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -9972220.000000 Penalty: 3950.349609
	Iteration 41Q: 3 clusters Score -9972220 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188241 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -9972239.000000 Penalty: 3950.349609
	Iteration 42Q: 3 clusters Score -9972239 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188262 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -9972236.000000 Penalty: 3950.349609
	Iteration 43Q: 3 clusters Score -9972236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188281 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -9972231.000000 Penalty: 3950.349609
	Iteration 44Q: 3 clusters Score -9972231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188293 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -9972234.000000 Penalty: 3950.349609
	Iteration 45Q: 3 clusters Score -9972234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188309 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -9972242.000000 Penalty: 3950.349609
	Iteration 46Q: 3 clusters Score -9972242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188326 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -9972248.000000 Penalty: 3950.349609
	Iteration 47Q: 3 clusters Score -9972248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188357 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -9972249.000000 Penalty: 3950.349609
	Iteration 48Q: 3 clusters Score -9972249 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188379 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -9972247.000000 Penalty: 3950.349609
	Iteration 49Q: 3 clusters Score -9972247 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188407 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -9972231.000000 Penalty: 3950.349609
	Iteration 50Q: 3 clusters Score -9972231 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188426 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -9972256.000000 Penalty: 3950.349609
	Iteration 51Q: 3 clusters Score -9972256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188440 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -9972243.000000 Penalty: 3950.349609
	Iteration 52Q: 3 clusters Score -9972243 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188459 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -9972236.000000 Penalty: 3950.349609
	Iteration 53Q: 3 clusters Score -9972236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188475 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -9972242.000000 Penalty: 3950.349609
	Iteration 54Q: 3 clusters Score -9972242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188497 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -9972267.000000 Penalty: 3950.349609
	Iteration 55Q: 3 clusters Score -9972267 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188516 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -9972259.000000 Penalty: 3950.349609
	Iteration 56Q: 3 clusters Score -9972259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188531 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -9972273.000000 Penalty: 3950.349609
	Iteration 57Q: 3 clusters Score -9972273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188544 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -9972281.000000 Penalty: 3950.349609
	Iteration 58Q: 3 clusters Score -9972281 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188568 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -9972286.000000 Penalty: 3950.349609
	Iteration 59Q: 3 clusters Score -9972286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188581 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -9972310.000000 Penalty: 3950.349609
	Iteration 60F: 3 clusters Score -9972310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188588 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -9972296.000000 Penalty: 3950.349609
	Iteration 61Q: 3 clusters Score -9972296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188599 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -9972304.000000 Penalty: 3950.349609
	Iteration 62Q: 3 clusters Score -9972304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188606 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -9972309.000000 Penalty: 3950.349609
	Iteration 63Q: 3 clusters Score -9972309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188614 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -9972317.000000 Penalty: 3950.349609
	Iteration 64Q: 3 clusters Score -9972317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188620 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -9972320.000000 Penalty: 3950.349609
	Iteration 65Q: 3 clusters Score -9972320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188623 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -9972335.000000 Penalty: 3950.349609
	Iteration 66Q: 3 clusters Score -9972335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188626 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -9972332.000000 Penalty: 3950.349609
	Iteration 67Q: 3 clusters Score -9972332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188630 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -9972326.000000 Penalty: 3950.349609
	Iteration 68Q: 3 clusters Score -9972326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188634 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -9972325.000000 Penalty: 3950.349609
	Iteration 69Q: 3 clusters Score -9972325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188636 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -9972320.000000 Penalty: 3950.349609
	Iteration 70Q: 3 clusters Score -9972320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188640 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -9972314.000000 Penalty: 3950.349609
	Iteration 71Q: 3 clusters Score -9972314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188644 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -9972312.000000 Penalty: 3950.349609
	Iteration 72Q: 3 clusters Score -9972312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188649 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -9972305.000000 Penalty: 3950.349609
	Iteration 73Q: 3 clusters Score -9972305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188656 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -9972313.000000 Penalty: 3950.349609
	Iteration 74Q: 3 clusters Score -9972313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188660 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -9972312.000000 Penalty: 3950.349609
	Iteration 75Q: 3 clusters Score -9972312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188665 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -9972313.000000 Penalty: 3950.349609
	Iteration 76Q: 3 clusters Score -9972313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188667 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -9972310.000000 Penalty: 3950.349609
	Iteration 77Q: 3 clusters Score -9972310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188668 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -9972311.000000 Penalty: 3950.349609
	Iteration 78Q: 3 clusters Score -9972311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188668 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -9972311.000000 Penalty: 3950.349609
	Iteration 79F: 3 clusters Score -9972311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Entering Unmasked Estep 
Score: -1388867.125000 Penalty: 1657.347778
	Iteration 0F: 2 clusters Score -1388867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1370772.500000 Penalty: 3314.695557
	Iteration 0F: 3 clusters Score -1370772 nChanged 12192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1377534.250000 Penalty: 3314.695557
	Iteration 1F: 3 clusters Score -1377534 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1378023.500000 Penalty: 3314.695557
	Iteration 2Q: 3 clusters Score -1378024 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1378601.625000 Penalty: 3314.695557
	Iteration 3Q: 3 clusters Score -1378602 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1379299.000000 Penalty: 3314.695557
	Iteration 4Q: 3 clusters Score -1379299 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1380183.000000 Penalty: 3314.695557
	Iteration 5Q: 3 clusters Score -1380183 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1381242.125000 Penalty: 3314.695557
	Iteration 6F: 3 clusters Score -1381242 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1382311.375000 Penalty: 3314.695557
	Iteration 7F: 3 clusters Score -1382311 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1383332.500000 Penalty: 3314.695557
	Iteration 8F: 3 clusters Score -1383332 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1384153.750000 Penalty: 3314.695557
	Iteration 9Q: 3 clusters Score -1384154 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1384668.750000 Penalty: 3314.695557
	Iteration 10Q: 3 clusters Score -1384669 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1385028.375000 Penalty: 3314.695557
	Iteration 11Q: 3 clusters Score -1385028 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1385308.500000 Penalty: 3314.695557
	Iteration 12Q: 3 clusters Score -1385308 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1385525.000000 Penalty: 3314.695557
	Iteration 13Q: 3 clusters Score -1385525 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1385703.000000 Penalty: 3314.695557
	Iteration 14Q: 3 clusters Score -1385703 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1385864.375000 Penalty: 3314.695557
	Iteration 15Q: 3 clusters Score -1385864 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1386023.375000 Penalty: 3314.695557
	Iteration 16Q: 3 clusters Score -1386023 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1386180.875000 Penalty: 3314.695557
	Iteration 17Q: 3 clusters Score -1386181 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1386312.000000 Penalty: 3314.695557
	Iteration 18Q: 3 clusters Score -1386312 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1386461.000000 Penalty: 3314.695557
	Iteration 19Q: 3 clusters Score -1386461 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1386608.000000 Penalty: 3314.695557
	Iteration 20F: 3 clusters Score -1386608 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1386764.125000 Penalty: 3314.695557
	Iteration 21Q: 3 clusters Score -1386764 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1386889.500000 Penalty: 3314.695557
	Iteration 22Q: 3 clusters Score -1386890 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1386991.250000 Penalty: 3314.695557
	Iteration 23Q: 3 clusters Score -1386991 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1387085.500000 Penalty: 3314.695557
	Iteration 24Q: 3 clusters Score -1387086 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1387154.750000 Penalty: 3314.695557
	Iteration 25Q: 3 clusters Score -1387155 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1387207.750000 Penalty: 3314.695557
	Iteration 26Q: 3 clusters Score -1387208 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1387257.125000 Penalty: 3314.695557
	Iteration 27Q: 3 clusters Score -1387257 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1387295.875000 Penalty: 3314.695557
	Iteration 28Q: 3 clusters Score -1387296 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1387330.250000 Penalty: 3314.695557
	Iteration 29Q: 3 clusters Score -1387330 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1387354.625000 Penalty: 3314.695557
	Iteration 30Q: 3 clusters Score -1387355 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1387372.875000 Penalty: 3314.695557
	Iteration 31Q: 3 clusters Score -1387373 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1387392.375000 Penalty: 3314.695557
	Iteration 32Q: 3 clusters Score -1387392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1387402.000000 Penalty: 3314.695557
	Iteration 33Q: 3 clusters Score -1387402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1387416.375000 Penalty: 3314.695557
	Iteration 34Q: 3 clusters Score -1387416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1387427.250000 Penalty: 3314.695557
	Iteration 35Q: 3 clusters Score -1387427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1387434.250000 Penalty: 3314.695557
	Iteration 36Q: 3 clusters Score -1387434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1387433.875000 Penalty: 3314.695557
	Iteration 37Q: 3 clusters Score -1387434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1387437.750000 Penalty: 3314.695557
	Iteration 38Q: 3 clusters Score -1387438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1387438.875000 Penalty: 3314.695557
	Iteration 39Q: 3 clusters Score -1387439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1387443.125000 Penalty: 3314.695557
	Iteration 40F: 3 clusters Score -1387443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1387445.250000 Penalty: 3314.695557
	Iteration 41Q: 3 clusters Score -1387445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1387446.000000 Penalty: 3314.695557
	Iteration 42Q: 3 clusters Score -1387446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1387446.875000 Penalty: 3314.695557
	Iteration 43Q: 3 clusters Score -1387447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1387450.375000 Penalty: 3314.695557
	Iteration 44Q: 3 clusters Score -1387450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1387451.500000 Penalty: 3314.695557
	Iteration 45Q: 3 clusters Score -1387452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1387453.625000 Penalty: 3314.695557
	Iteration 46Q: 3 clusters Score -1387454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1387453.125000 Penalty: 3314.695557
	Iteration 47Q: 3 clusters Score -1387453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1387454.250000 Penalty: 3314.695557
	Iteration 48Q: 3 clusters Score -1387454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1387453.875000 Penalty: 3314.695557
	Iteration 49Q: 3 clusters Score -1387454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1387453.875000 Penalty: 3314.695557
	Iteration 50Q: 3 clusters Score -1387454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1387453.875000 Penalty: 3314.695557
	Iteration 51F: 3 clusters Score -1387454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (190164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190164 members 
Entering Unmasked Estep 
Score: -9568156.000000 Penalty: 1975.291870
	Iteration 0F: 2 clusters Score -9568156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95161 members 
Mstep: Class 2 contains 95003 members 
Entering Unmasked Estep 
Score: -9440715.000000 Penalty: 3950.583740
	Iteration 0F: 3 clusters Score -9440715 nChanged 92122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95257 members 
Mstep: Class 2 contains 94907 members 
Entering Unmasked Estep 
Score: -9494877.000000 Penalty: 3950.583740
	Iteration 1F: 3 clusters Score -9494877 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95334 members 
Mstep: Class 2 contains 94830 members 
Entering Unmasked Estep 
Score: -9495969.000000 Penalty: 3950.583740
	Iteration 2Q: 3 clusters Score -9495969 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95448 members 
Mstep: Class 2 contains 94716 members 
Entering Unmasked Estep 
Score: -9497308.000000 Penalty: 3950.583740
	Iteration 3Q: 3 clusters Score -9497308 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95851 members 
Mstep: Class 2 contains 94313 members 
Entering Unmasked Estep 
Score: -9498942.000000 Penalty: 3950.583740
	Iteration 4Q: 3 clusters Score -9498942 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96531 members 
Mstep: Class 2 contains 93633 members 
Entering Unmasked Estep 
Score: -9500943.000000 Penalty: 3950.583740
	Iteration 5Q: 3 clusters Score -9500943 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97648 members 
Mstep: Class 2 contains 92516 members 
Entering Unmasked Estep 
Score: -9503487.000000 Penalty: 3950.583740
	Iteration 6Q: 3 clusters Score -9503487 nChanged 7930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99340 members 
Mstep: Class 2 contains 90824 members 
Entering Unmasked Estep 
Score: -9506896.000000 Penalty: 3950.583740
	Iteration 7Q: 3 clusters Score -9506896 nChanged 8954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101834 members 
Mstep: Class 2 contains 88330 members 
Entering Unmasked Estep 
Score: -9511701.000000 Penalty: 3950.583740
	Iteration 8Q: 3 clusters Score -9511701 nChanged 10308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104758 members 
Mstep: Class 2 contains 85406 members 
Entering Unmasked Estep 
Score: -9518170.000000 Penalty: 3950.583740
	Iteration 9F: 3 clusters Score -9518170 nChanged 11239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107569 members 
Mstep: Class 2 contains 82595 members 
Entering Unmasked Estep 
Score: -9525595.000000 Penalty: 3950.583740
	Iteration 10F: 3 clusters Score -9525595 nChanged 10162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109731 members 
Mstep: Class 2 contains 80433 members 
Entering Unmasked Estep 
Score: -9530676.000000 Penalty: 3950.583740
	Iteration 11F: 3 clusters Score -9530676 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111283 members 
Mstep: Class 2 contains 78881 members 
Entering Unmasked Estep 
Score: -9532782.000000 Penalty: 3950.583740
	Iteration 12Q: 3 clusters Score -9532782 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112770 members 
Mstep: Class 2 contains 77394 members 
Entering Unmasked Estep 
Score: -9533563.000000 Penalty: 3950.583740
	Iteration 13Q: 3 clusters Score -9533563 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114369 members 
Mstep: Class 2 contains 75795 members 
Entering Unmasked Estep 
Score: -9534006.000000 Penalty: 3950.583740
	Iteration 14Q: 3 clusters Score -9534006 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116063 members 
Mstep: Class 2 contains 74101 members 
Entering Unmasked Estep 
Score: -9534329.000000 Penalty: 3950.583740
	Iteration 15Q: 3 clusters Score -9534329 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117846 members 
Mstep: Class 2 contains 72318 members 
Entering Unmasked Estep 
Score: -9534645.000000 Penalty: 3950.583740
	Iteration 16Q: 3 clusters Score -9534645 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119801 members 
Mstep: Class 2 contains 70363 members 
Entering Unmasked Estep 
Score: -9535038.000000 Penalty: 3950.583740
	Iteration 17Q: 3 clusters Score -9535038 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121911 members 
Mstep: Class 2 contains 68253 members 
Entering Unmasked Estep 
Score: -9535479.000000 Penalty: 3950.583740
	Iteration 18Q: 3 clusters Score -9535479 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124283 members 
Mstep: Class 2 contains 65881 members 
Entering Unmasked Estep 
Score: -9535902.000000 Penalty: 3950.583740
	Iteration 19Q: 3 clusters Score -9535902 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126744 members 
Mstep: Class 2 contains 63420 members 
Entering Unmasked Estep 
Score: -9536471.000000 Penalty: 3950.583740
	Iteration 20F: 3 clusters Score -9536471 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129391 members 
Mstep: Class 2 contains 60773 members 
Entering Unmasked Estep 
Score: -9537187.000000 Penalty: 3950.583740
	Iteration 21Q: 3 clusters Score -9537187 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132201 members 
Mstep: Class 2 contains 57963 members 
Entering Unmasked Estep 
Score: -9537836.000000 Penalty: 3950.583740
	Iteration 22Q: 3 clusters Score -9537836 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135263 members 
Mstep: Class 2 contains 54901 members 
Entering Unmasked Estep 
Score: -9538761.000000 Penalty: 3950.583740
	Iteration 23Q: 3 clusters Score -9538761 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138534 members 
Mstep: Class 2 contains 51630 members 
Entering Unmasked Estep 
Score: -9539776.000000 Penalty: 3950.583740
	Iteration 24Q: 3 clusters Score -9539776 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141983 members 
Mstep: Class 2 contains 48181 members 
Entering Unmasked Estep 
Score: -9540944.000000 Penalty: 3950.583740
	Iteration 25Q: 3 clusters Score -9540944 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145656 members 
Mstep: Class 2 contains 44508 members 
Entering Unmasked Estep 
Score: -9542230.000000 Penalty: 3950.583740
	Iteration 26Q: 3 clusters Score -9542230 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149502 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -9543728.000000 Penalty: 3950.583740
	Iteration 27Q: 3 clusters Score -9543728 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153555 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -9545563.000000 Penalty: 3950.583740
	Iteration 28Q: 3 clusters Score -9545563 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157715 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -9547580.000000 Penalty: 3950.583740
	Iteration 29Q: 3 clusters Score -9547580 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161958 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -9549837.000000 Penalty: 3950.583740
	Iteration 30Q: 3 clusters Score -9549837 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166124 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -9552161.000000 Penalty: 3950.583740
	Iteration 31Q: 3 clusters Score -9552161 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170160 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -9554595.000000 Penalty: 3950.583740
	Iteration 32Q: 3 clusters Score -9554595 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173838 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -9556973.000000 Penalty: 3950.583740
	Iteration 33Q: 3 clusters Score -9556973 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177153 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -9559119.000000 Penalty: 3950.583740
	Iteration 34Q: 3 clusters Score -9559119 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180002 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -9561138.000000 Penalty: 3950.583740
	Iteration 35Q: 3 clusters Score -9561138 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182367 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -9562800.000000 Penalty: 3950.583740
	Iteration 36Q: 3 clusters Score -9562800 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184182 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -9564025.000000 Penalty: 3950.583740
	Iteration 37Q: 3 clusters Score -9564025 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185437 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -9564936.000000 Penalty: 3950.583740
	Iteration 38Q: 3 clusters Score -9564936 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186352 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -9565546.000000 Penalty: 3950.583740
	Iteration 39Q: 3 clusters Score -9565546 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186945 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -9566072.000000 Penalty: 3950.583740
	Iteration 40F: 3 clusters Score -9566072 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187372 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -9566411.000000 Penalty: 3950.583740
	Iteration 41Q: 3 clusters Score -9566411 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187673 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -9566755.000000 Penalty: 3950.583740
	Iteration 42Q: 3 clusters Score -9566755 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187873 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -9567006.000000 Penalty: 3950.583740
	Iteration 43Q: 3 clusters Score -9567006 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187964 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -9567151.000000 Penalty: 3950.583740
	Iteration 44Q: 3 clusters Score -9567151 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187992 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -9567252.000000 Penalty: 3950.583740
	Iteration 45Q: 3 clusters Score -9567252 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187980 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -9567309.000000 Penalty: 3950.583740
	Iteration 46Q: 3 clusters Score -9567309 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187965 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -9567348.000000 Penalty: 3950.583740
	Iteration 47Q: 3 clusters Score -9567348 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187937 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -9567395.000000 Penalty: 3950.583740
	Iteration 48Q: 3 clusters Score -9567395 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187913 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -9567424.000000 Penalty: 3950.583740
	Iteration 49Q: 3 clusters Score -9567424 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187878 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -9567446.000000 Penalty: 3950.583740
	Iteration 50Q: 3 clusters Score -9567446 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187853 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -9567468.000000 Penalty: 3950.583740
	Iteration 51Q: 3 clusters Score -9567468 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187829 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -9567499.000000 Penalty: 3950.583740
	Iteration 52Q: 3 clusters Score -9567499 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187794 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -9567508.000000 Penalty: 3950.583740
	Iteration 53Q: 3 clusters Score -9567508 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187773 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -9567521.000000 Penalty: 3950.583740
	Iteration 54Q: 3 clusters Score -9567521 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187756 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -9567536.000000 Penalty: 3950.583740
	Iteration 55Q: 3 clusters Score -9567536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187739 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -9567527.000000 Penalty: 3950.583740
	Iteration 56Q: 3 clusters Score -9567527 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187729 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -9567518.000000 Penalty: 3950.583740
	Iteration 57Q: 3 clusters Score -9567518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187726 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -9567520.000000 Penalty: 3950.583740
	Iteration 58Q: 3 clusters Score -9567520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187718 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -9567520.000000 Penalty: 3950.583740
	Iteration 59Q: 3 clusters Score -9567520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187713 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -9567525.000000 Penalty: 3950.583740
	Iteration 60F: 3 clusters Score -9567525 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187682 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -9567571.000000 Penalty: 3950.583740
	Iteration 61Q: 3 clusters Score -9567571 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187643 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -9567585.000000 Penalty: 3950.583740
	Iteration 62Q: 3 clusters Score -9567585 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187617 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -9567591.000000 Penalty: 3950.583740
	Iteration 63Q: 3 clusters Score -9567591 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187578 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -9567580.000000 Penalty: 3950.583740
	Iteration 64Q: 3 clusters Score -9567580 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187536 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -9567588.000000 Penalty: 3950.583740
	Iteration 65Q: 3 clusters Score -9567588 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187499 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -9567606.000000 Penalty: 3950.583740
	Iteration 66Q: 3 clusters Score -9567606 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187459 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -9567619.000000 Penalty: 3950.583740
	Iteration 67Q: 3 clusters Score -9567619 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187422 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -9567637.000000 Penalty: 3950.583740
	Iteration 68Q: 3 clusters Score -9567637 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187385 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -9567644.000000 Penalty: 3950.583740
	Iteration 69Q: 3 clusters Score -9567644 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187359 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -9567668.000000 Penalty: 3950.583740
	Iteration 70Q: 3 clusters Score -9567668 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187332 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -9567687.000000 Penalty: 3950.583740
	Iteration 71Q: 3 clusters Score -9567687 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187314 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -9567689.000000 Penalty: 3950.583740
	Iteration 72Q: 3 clusters Score -9567689 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187287 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -9567706.000000 Penalty: 3950.583740
	Iteration 73Q: 3 clusters Score -9567706 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187267 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -9567704.000000 Penalty: 3950.583740
	Iteration 74Q: 3 clusters Score -9567704 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187236 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -9567688.000000 Penalty: 3950.583740
	Iteration 75Q: 3 clusters Score -9567688 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187200 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -9567685.000000 Penalty: 3950.583740
	Iteration 76Q: 3 clusters Score -9567685 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187166 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -9567715.000000 Penalty: 3950.583740
	Iteration 77Q: 3 clusters Score -9567715 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187135 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -9567702.000000 Penalty: 3950.583740
	Iteration 78Q: 3 clusters Score -9567702 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187106 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -9567715.000000 Penalty: 3950.583740
	Iteration 79Q: 3 clusters Score -9567715 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187078 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -9567706.000000 Penalty: 3950.583740
	Iteration 80F: 3 clusters Score -9567706 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187053 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -9567733.000000 Penalty: 3950.583740
	Iteration 81Q: 3 clusters Score -9567733 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187032 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -9567714.000000 Penalty: 3950.583740
	Iteration 82Q: 3 clusters Score -9567714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187013 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -9567721.000000 Penalty: 3950.583740
	Iteration 83Q: 3 clusters Score -9567721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187007 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -9567721.000000 Penalty: 3950.583740
	Iteration 84Q: 3 clusters Score -9567721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186998 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -9567723.000000 Penalty: 3950.583740
	Iteration 85Q: 3 clusters Score -9567723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186988 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -9567731.000000 Penalty: 3950.583740
	Iteration 86Q: 3 clusters Score -9567731 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186974 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -9567731.000000 Penalty: 3950.583740
	Iteration 87Q: 3 clusters Score -9567731 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186959 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -9567745.000000 Penalty: 3950.583740
	Iteration 88Q: 3 clusters Score -9567745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186947 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -9567765.000000 Penalty: 3950.583740
	Iteration 89Q: 3 clusters Score -9567765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186937 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -9567772.000000 Penalty: 3950.583740
	Iteration 90Q: 3 clusters Score -9567772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186926 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -9567773.000000 Penalty: 3950.583740
	Iteration 91Q: 3 clusters Score -9567773 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186917 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -9567770.000000 Penalty: 3950.583740
	Iteration 92Q: 3 clusters Score -9567770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186912 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -9567786.000000 Penalty: 3950.583740
	Iteration 93Q: 3 clusters Score -9567786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186905 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -9567789.000000 Penalty: 3950.583740
	Iteration 94Q: 3 clusters Score -9567789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186893 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -9567794.000000 Penalty: 3950.583740
	Iteration 95Q: 3 clusters Score -9567794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186881 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -9567782.000000 Penalty: 3950.583740
	Iteration 96Q: 3 clusters Score -9567782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186870 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -9567800.000000 Penalty: 3950.583740
	Iteration 97Q: 3 clusters Score -9567800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186864 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -9567813.000000 Penalty: 3950.583740
	Iteration 98Q: 3 clusters Score -9567813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186857 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -9567799.000000 Penalty: 3950.583740
	Iteration 99Q: 3 clusters Score -9567799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186852 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -9567805.000000 Penalty: 3950.583740
	Iteration 100F: 3 clusters Score -9567805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186846 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -9567807.000000 Penalty: 3950.583740
	Iteration 101Q: 3 clusters Score -9567807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186838 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -9567819.000000 Penalty: 3950.583740
	Iteration 102Q: 3 clusters Score -9567819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186835 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -9567825.000000 Penalty: 3950.583740
	Iteration 103Q: 3 clusters Score -9567825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186833 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -9567816.000000 Penalty: 3950.583740
	Iteration 104Q: 3 clusters Score -9567816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186831 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -9567830.000000 Penalty: 3950.583740
	Iteration 105Q: 3 clusters Score -9567830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186825 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -9567822.000000 Penalty: 3950.583740
	Iteration 106Q: 3 clusters Score -9567822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186821 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -9567811.000000 Penalty: 3950.583740
	Iteration 107Q: 3 clusters Score -9567811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186815 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -9567809.000000 Penalty: 3950.583740
	Iteration 108Q: 3 clusters Score -9567809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186804 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -9567810.000000 Penalty: 3950.583740
	Iteration 109Q: 3 clusters Score -9567810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186798 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -9567805.000000 Penalty: 3950.583740
	Iteration 110Q: 3 clusters Score -9567805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186791 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -9567806.000000 Penalty: 3950.583740
	Iteration 111Q: 3 clusters Score -9567806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186786 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -9567809.000000 Penalty: 3950.583740
	Iteration 112Q: 3 clusters Score -9567809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186782 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -9567813.000000 Penalty: 3950.583740
	Iteration 113Q: 3 clusters Score -9567813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186778 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -9567814.000000 Penalty: 3950.583740
	Iteration 114Q: 3 clusters Score -9567814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186770 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -9567818.000000 Penalty: 3950.583740
	Iteration 115Q: 3 clusters Score -9567818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186761 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -9567795.000000 Penalty: 3950.583740
	Iteration 116Q: 3 clusters Score -9567795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186752 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -9567786.000000 Penalty: 3950.583740
	Iteration 117Q: 3 clusters Score -9567786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186743 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -9567790.000000 Penalty: 3950.583740
	Iteration 118Q: 3 clusters Score -9567790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186736 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -9567804.000000 Penalty: 3950.583740
	Iteration 119Q: 3 clusters Score -9567804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186734 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -9567807.000000 Penalty: 3950.583740
	Iteration 120F: 3 clusters Score -9567807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186727 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -9567793.000000 Penalty: 3950.583740
	Iteration 121Q: 3 clusters Score -9567793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186721 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -9567798.000000 Penalty: 3950.583740
	Iteration 122Q: 3 clusters Score -9567798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186710 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -9567803.000000 Penalty: 3950.583740
	Iteration 123Q: 3 clusters Score -9567803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186703 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -9567804.000000 Penalty: 3950.583740
	Iteration 124Q: 3 clusters Score -9567804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186695 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -9567800.000000 Penalty: 3950.583740
	Iteration 125Q: 3 clusters Score -9567800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186689 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -9567800.000000 Penalty: 3950.583740
	Iteration 126Q: 3 clusters Score -9567800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186680 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -9567799.000000 Penalty: 3950.583740
	Iteration 127Q: 3 clusters Score -9567799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186673 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -9567803.000000 Penalty: 3950.583740
	Iteration 128Q: 3 clusters Score -9567803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186666 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -9567800.000000 Penalty: 3950.583740
	Iteration 129Q: 3 clusters Score -9567800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186656 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -9567803.000000 Penalty: 3950.583740
	Iteration 130Q: 3 clusters Score -9567803 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186642 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -9567797.000000 Penalty: 3950.583740
	Iteration 131Q: 3 clusters Score -9567797 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186621 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -9567789.000000 Penalty: 3950.583740
	Iteration 132Q: 3 clusters Score -9567789 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186600 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -9567798.000000 Penalty: 3950.583740
	Iteration 133Q: 3 clusters Score -9567798 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186570 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -9567813.000000 Penalty: 3950.583740
	Iteration 134Q: 3 clusters Score -9567813 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186540 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -9567817.000000 Penalty: 3950.583740
	Iteration 135Q: 3 clusters Score -9567817 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186520 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -9567810.000000 Penalty: 3950.583740
	Iteration 136Q: 3 clusters Score -9567810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186507 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -9567815.000000 Penalty: 3950.583740
	Iteration 137Q: 3 clusters Score -9567815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186499 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -9567814.000000 Penalty: 3950.583740
	Iteration 138Q: 3 clusters Score -9567814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186499 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -9567811.000000 Penalty: 3950.583740
	Iteration 139Q: 3 clusters Score -9567811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186499 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -9567809.000000 Penalty: 3950.583740
	Iteration 140F: 3 clusters Score -9567809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186500 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -9567817.000000 Penalty: 3950.583740
	Iteration 141Q: 3 clusters Score -9567817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186501 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -9567810.000000 Penalty: 3950.583740
	Iteration 142Q: 3 clusters Score -9567810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186501 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -9567810.000000 Penalty: 3950.583740
	Iteration 143F: 3 clusters Score -9567810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Entering Unmasked Estep 
Score: -116137.906250 Penalty: 1284.214355
	Iteration 0F: 2 clusters Score -116137.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -113581.312500 Penalty: 2568.428711
	Iteration 0F: 3 clusters Score -113581.3 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -114164.835938 Penalty: 2568.428711
	Iteration 1F: 3 clusters Score -114164.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -114359.992188 Penalty: 2568.428711
	Iteration 2F: 3 clusters Score -114360 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -114505.687500 Penalty: 2568.428711
	Iteration 3F: 3 clusters Score -114505.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -114640.734375 Penalty: 2568.428711
	Iteration 4F: 3 clusters Score -114640.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -114762.398438 Penalty: 2568.428711
	Iteration 5F: 3 clusters Score -114762.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -114874.515625 Penalty: 2568.428711
	Iteration 6Q: 3 clusters Score -114874.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -114974.343750 Penalty: 2568.428711
	Iteration 7Q: 3 clusters Score -114974.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -115074.281250 Penalty: 2568.428711
	Iteration 8Q: 3 clusters Score -115074.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -115152.070312 Penalty: 2568.428711
	Iteration 9Q: 3 clusters Score -115152.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -115221.757812 Penalty: 2568.428711
	Iteration 10Q: 3 clusters Score -115221.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -115291.828125 Penalty: 2568.428711
	Iteration 11Q: 3 clusters Score -115291.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -115339.695312 Penalty: 2568.428711
	Iteration 12Q: 3 clusters Score -115339.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -115384.015625 Penalty: 2568.428711
	Iteration 13Q: 3 clusters Score -115384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -115413.296875 Penalty: 2568.428711
	Iteration 14Q: 3 clusters Score -115413.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -115431.351562 Penalty: 2568.428711
	Iteration 15Q: 3 clusters Score -115431.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -115443.015625 Penalty: 2568.428711
	Iteration 16Q: 3 clusters Score -115443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -115453.195312 Penalty: 2568.428711
	Iteration 17Q: 3 clusters Score -115453.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -115461.500000 Penalty: 2568.428711
	Iteration 18Q: 3 clusters Score -115461.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -115466.812500 Penalty: 2568.428711
	Iteration 19Q: 3 clusters Score -115466.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -115471.218750 Penalty: 2568.428711
	Iteration 20F: 3 clusters Score -115471.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -115473.929688 Penalty: 2568.428711
	Iteration 21Q: 3 clusters Score -115473.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -115474.953125 Penalty: 2568.428711
	Iteration 22Q: 3 clusters Score -115475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -115475.179688 Penalty: 2568.428711
	Iteration 23Q: 3 clusters Score -115475.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -115475.179688 Penalty: 2568.428711
	Iteration 24F: 3 clusters Score -115475.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Entering Unmasked Estep 
Score: -2141317.250000 Penalty: 1730.784424
	Iteration 0F: 2 clusters Score -2141317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -2113089.750000 Penalty: 3461.568848
	Iteration 0F: 3 clusters Score -2113090 nChanged 19773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -2124366.000000 Penalty: 3461.568848
	Iteration 1F: 3 clusters Score -2124366 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -2125101.000000 Penalty: 3461.568848
	Iteration 2Q: 3 clusters Score -2125101 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -2125962.250000 Penalty: 3461.568848
	Iteration 3Q: 3 clusters Score -2125962 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -2126993.000000 Penalty: 3461.568848
	Iteration 4F: 3 clusters Score -2126993 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -2128297.000000 Penalty: 3461.568848
	Iteration 5F: 3 clusters Score -2128297 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -2129927.250000 Penalty: 3461.568848
	Iteration 6F: 3 clusters Score -2129927 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -2132094.000000 Penalty: 3461.568848
	Iteration 7F: 3 clusters Score -2132094 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -2134538.000000 Penalty: 3461.568848
	Iteration 8F: 3 clusters Score -2134538 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -2136717.250000 Penalty: 3461.568848
	Iteration 9F: 3 clusters Score -2136717 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -2138221.250000 Penalty: 3461.568848
	Iteration 10Q: 3 clusters Score -2138221 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -2139066.000000 Penalty: 3461.568848
	Iteration 11Q: 3 clusters Score -2139066 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -2139466.500000 Penalty: 3461.568848
	Iteration 12Q: 3 clusters Score -2139466 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -2139702.750000 Penalty: 3461.568848
	Iteration 13Q: 3 clusters Score -2139703 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -2139857.250000 Penalty: 3461.568848
	Iteration 14Q: 3 clusters Score -2139857 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -2139972.250000 Penalty: 3461.568848
	Iteration 15Q: 3 clusters Score -2139972 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -2140053.750000 Penalty: 3461.568848
	Iteration 16Q: 3 clusters Score -2140054 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
Score: -2140104.250000 Penalty: 3461.568848
	Iteration 17Q: 3 clusters Score -2140104 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -2140137.250000 Penalty: 3461.568848
	Iteration 18Q: 3 clusters Score -2140137 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -2140174.500000 Penalty: 3461.568848
	Iteration 19Q: 3 clusters Score -2140174 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -2140210.500000 Penalty: 3461.568848
	Iteration 20F: 3 clusters Score -2140210 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -2140234.000000 Penalty: 3461.568848
	Iteration 21Q: 3 clusters Score -2140234 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 40685 members 
Entering Unmasked Estep 
Score: -2140246.500000 Penalty: 3461.568848
	Iteration 22Q: 3 clusters Score -2140246 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -2140253.250000 Penalty: 3461.568848
	Iteration 23Q: 3 clusters Score -2140253 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -2140259.000000 Penalty: 3461.568848
	Iteration 24Q: 3 clusters Score -2140259 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -2140267.750000 Penalty: 3461.568848
	Iteration 25Q: 3 clusters Score -2140268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -2140273.250000 Penalty: 3461.568848
	Iteration 26Q: 3 clusters Score -2140273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -2140270.000000 Penalty: 3461.568848
	Iteration 27Q: 3 clusters Score -2140270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 40836 members 
Entering Unmasked Estep 
Score: -2140277.250000 Penalty: 3461.568848
	Iteration 28Q: 3 clusters Score -2140277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -2140278.250000 Penalty: 3461.568848
	Iteration 29Q: 3 clusters Score -2140278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
Score: -2140283.500000 Penalty: 3461.568848
	Iteration 30Q: 3 clusters Score -2140284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -2140285.750000 Penalty: 3461.568848
	Iteration 31Q: 3 clusters Score -2140286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -2140290.500000 Penalty: 3461.568848
	Iteration 32Q: 3 clusters Score -2140290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -2140292.750000 Penalty: 3461.568848
	Iteration 33Q: 3 clusters Score -2140293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -2140295.750000 Penalty: 3461.568848
	Iteration 34Q: 3 clusters Score -2140296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -2140295.750000 Penalty: 3461.568848
	Iteration 35Q: 3 clusters Score -2140296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -2140299.000000 Penalty: 3461.568848
	Iteration 36Q: 3 clusters Score -2140299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -2140301.250000 Penalty: 3461.568848
	Iteration 37Q: 3 clusters Score -2140301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 40929 members 
Entering Unmasked Estep 
Score: -2140300.750000 Penalty: 3461.568848
	Iteration 38Q: 3 clusters Score -2140301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -2140302.750000 Penalty: 3461.568848
	Iteration 39Q: 3 clusters Score -2140303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -2140302.750000 Penalty: 3461.568848
	Iteration 40F: 3 clusters Score -2140303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -2140304.250000 Penalty: 3461.568848
	Iteration 41Q: 3 clusters Score -2140304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -2140309.000000 Penalty: 3461.568848
	Iteration 42Q: 3 clusters Score -2140309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -2140307.750000 Penalty: 3461.568848
	Iteration 43Q: 3 clusters Score -2140308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -2140307.250000 Penalty: 3461.568848
	Iteration 44Q: 3 clusters Score -2140307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -2140308.750000 Penalty: 3461.568848
	Iteration 45Q: 3 clusters Score -2140309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -2140308.750000 Penalty: 3461.568848
	Iteration 46F: 3 clusters Score -2140309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Entering Unmasked Estep 
Score: -491887.906250 Penalty: 1489.351196
	Iteration 0F: 2 clusters Score -491887.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -485079.718750 Penalty: 2978.702393
	Iteration 0F: 3 clusters Score -485079.7 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -487122.875000 Penalty: 2978.702393
	Iteration 1F: 3 clusters Score -487122.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -487323.687500 Penalty: 2978.702393
	Iteration 2F: 3 clusters Score -487323.7 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -487486.375000 Penalty: 2978.702393
	Iteration 3Q: 3 clusters Score -487486.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -487643.406250 Penalty: 2978.702393
	Iteration 4Q: 3 clusters Score -487643.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -487792.906250 Penalty: 2978.702393
	Iteration 5Q: 3 clusters Score -487792.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -487958.281250 Penalty: 2978.702393
	Iteration 6Q: 3 clusters Score -487958.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -488158.656250 Penalty: 2978.702393
	Iteration 7Q: 3 clusters Score -488158.7 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -488404.875000 Penalty: 2978.702393
	Iteration 8Q: 3 clusters Score -488404.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -488724.437500 Penalty: 2978.702393
	Iteration 9F: 3 clusters Score -488724.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -489110.531250 Penalty: 2978.702393
	Iteration 10F: 3 clusters Score -489110.5 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -489529.281250 Penalty: 2978.702393
	Iteration 11F: 3 clusters Score -489529.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -489900.250000 Penalty: 2978.702393
	Iteration 12Q: 3 clusters Score -489900.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -490161.875000 Penalty: 2978.702393
	Iteration 13Q: 3 clusters Score -490161.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -490333.562500 Penalty: 2978.702393
	Iteration 14Q: 3 clusters Score -490333.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -490439.531250 Penalty: 2978.702393
	Iteration 15Q: 3 clusters Score -490439.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -490495.000000 Penalty: 2978.702393
	Iteration 16Q: 3 clusters Score -490495 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -490541.750000 Penalty: 2978.702393
	Iteration 17Q: 3 clusters Score -490541.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -490566.000000 Penalty: 2978.702393
	Iteration 18Q: 3 clusters Score -490566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -490587.562500 Penalty: 2978.702393
	Iteration 19Q: 3 clusters Score -490587.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -490599.750000 Penalty: 2978.702393
	Iteration 20F: 3 clusters Score -490599.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -490607.968750 Penalty: 2978.702393
	Iteration 21Q: 3 clusters Score -490608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -490617.656250 Penalty: 2978.702393
	Iteration 22Q: 3 clusters Score -490617.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -490624.250000 Penalty: 2978.702393
	Iteration 23Q: 3 clusters Score -490624.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -490627.593750 Penalty: 2978.702393
	Iteration 24Q: 3 clusters Score -490627.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -490627.593750 Penalty: 2978.702393
	Iteration 25F: 3 clusters Score -490627.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44683 members 
Entering Unmasked Estep 
Score: -2310551.250000 Penalty: 1739.944214
	Iteration 0F: 2 clusters Score -2310551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -2280730.750000 Penalty: 3479.888428
	Iteration 0F: 3 clusters Score -2280731 nChanged 20835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -2292270.250000 Penalty: 3479.888428
	Iteration 1F: 3 clusters Score -2292270 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -2292796.750000 Penalty: 3479.888428
	Iteration 2Q: 3 clusters Score -2292797 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -2293503.250000 Penalty: 3479.888428
	Iteration 3Q: 3 clusters Score -2293503 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -2294587.000000 Penalty: 3479.888428
	Iteration 4Q: 3 clusters Score -2294587 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -2296299.250000 Penalty: 3479.888428
	Iteration 5F: 3 clusters Score -2296299 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2298985.250000 Penalty: 3479.888428
	Iteration 6F: 3 clusters Score -2298985 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37550 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2302360.500000 Penalty: 3479.888428
	Iteration 7F: 3 clusters Score -2302360 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -2305459.250000 Penalty: 3479.888428
	Iteration 8F: 3 clusters Score -2305459 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2307396.250000 Penalty: 3479.888428
	Iteration 9Q: 3 clusters Score -2307396 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2308297.250000 Penalty: 3479.888428
	Iteration 10Q: 3 clusters Score -2308297 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44127 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2308682.750000 Penalty: 3479.888428
	Iteration 11Q: 3 clusters Score -2308683 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44282 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2308833.250000 Penalty: 3479.888428
	Iteration 12Q: 3 clusters Score -2308833 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44363 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2308925.500000 Penalty: 3479.888428
	Iteration 13Q: 3 clusters Score -2308926 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2308972.250000 Penalty: 3479.888428
	Iteration 14Q: 3 clusters Score -2308972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2308989.750000 Penalty: 3479.888428
	Iteration 15Q: 3 clusters Score -2308990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2309013.000000 Penalty: 3479.888428
	Iteration 16Q: 3 clusters Score -2309013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2309032.750000 Penalty: 3479.888428
	Iteration 17Q: 3 clusters Score -2309033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44446 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2309046.500000 Penalty: 3479.888428
	Iteration 18Q: 3 clusters Score -2309046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2309053.250000 Penalty: 3479.888428
	Iteration 19Q: 3 clusters Score -2309053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2309055.500000 Penalty: 3479.888428
	Iteration 20F: 3 clusters Score -2309056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Entering Unmasked Estep 
Score: -598309.000000 Penalty: 1519.108765
	Iteration 0F: 2 clusters Score -598309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -590106.250000 Penalty: 3038.217529
	Iteration 0F: 3 clusters Score -590106.2 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -592757.625000 Penalty: 3038.217529
	Iteration 1F: 3 clusters Score -592757.6 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -592969.125000 Penalty: 3038.217529
	Iteration 2F: 3 clusters Score -592969.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -593138.875000 Penalty: 3038.217529
	Iteration 3Q: 3 clusters Score -593138.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -593272.937500 Penalty: 3038.217529
	Iteration 4Q: 3 clusters Score -593272.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -593383.750000 Penalty: 3038.217529
	Iteration 5Q: 3 clusters Score -593383.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -593473.250000 Penalty: 3038.217529
	Iteration 6Q: 3 clusters Score -593473.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -593555.062500 Penalty: 3038.217529
	Iteration 7Q: 3 clusters Score -593555.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -593635.437500 Penalty: 3038.217529
	Iteration 8Q: 3 clusters Score -593635.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -593721.125000 Penalty: 3038.217529
	Iteration 9Q: 3 clusters Score -593721.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -593835.125000 Penalty: 3038.217529
	Iteration 10Q: 3 clusters Score -593835.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -593993.562500 Penalty: 3038.217529
	Iteration 11Q: 3 clusters Score -593993.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -594214.937500 Penalty: 3038.217529
	Iteration 12Q: 3 clusters Score -594214.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -594572.937500 Penalty: 3038.217529
	Iteration 13Q: 3 clusters Score -594572.9 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -595052.000000 Penalty: 3038.217529
	Iteration 14F: 3 clusters Score -595052 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -595556.437500 Penalty: 3038.217529
	Iteration 15F: 3 clusters Score -595556.4 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -596017.750000 Penalty: 3038.217529
	Iteration 16Q: 3 clusters Score -596017.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -596389.312500 Penalty: 3038.217529
	Iteration 17Q: 3 clusters Score -596389.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -596660.437500 Penalty: 3038.217529
	Iteration 18Q: 3 clusters Score -596660.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -596795.062500 Penalty: 3038.217529
	Iteration 19Q: 3 clusters Score -596795.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -596879.625000 Penalty: 3038.217529
	Iteration 20F: 3 clusters Score -596879.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -596924.812500 Penalty: 3038.217529
	Iteration 21Q: 3 clusters Score -596924.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -596954.687500 Penalty: 3038.217529
	Iteration 22Q: 3 clusters Score -596954.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -596976.875000 Penalty: 3038.217529
	Iteration 23Q: 3 clusters Score -596976.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -596983.687500 Penalty: 3038.217529
	Iteration 24Q: 3 clusters Score -596983.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -596988.000000 Penalty: 3038.217529
	Iteration 25Q: 3 clusters Score -596988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -596989.625000 Penalty: 3038.217529
	Iteration 26Q: 3 clusters Score -596989.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -596992.125000 Penalty: 3038.217529
	Iteration 27Q: 3 clusters Score -596992.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -596994.687500 Penalty: 3038.217529
	Iteration 28Q: 3 clusters Score -596994.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -596998.125000 Penalty: 3038.217529
	Iteration 29Q: 3 clusters Score -596998.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -597004.312500 Penalty: 3038.217529
	Iteration 30Q: 3 clusters Score -597004.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -597011.750000 Penalty: 3038.217529
	Iteration 31Q: 3 clusters Score -597011.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -597016.875000 Penalty: 3038.217529
	Iteration 32Q: 3 clusters Score -597016.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -597021.500000 Penalty: 3038.217529
	Iteration 33Q: 3 clusters Score -597021.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -597021.562500 Penalty: 3038.217529
	Iteration 34Q: 3 clusters Score -597021.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -597021.437500 Penalty: 3038.217529
	Iteration 35Q: 3 clusters Score -597021.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -597021.437500 Penalty: 3038.217529
	Iteration 36F: 3 clusters Score -597021.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Entering Unmasked Estep 
Score: -486809.250000 Penalty: 1477.524414
	Iteration 0F: 2 clusters Score -486809.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -480385.000000 Penalty: 2955.048828
	Iteration 0F: 3 clusters Score -480385 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -482353.281250 Penalty: 2955.048828
	Iteration 1F: 3 clusters Score -482353.3 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -482636.750000 Penalty: 2955.048828
	Iteration 2F: 3 clusters Score -482636.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -482836.375000 Penalty: 2955.048828
	Iteration 3F: 3 clusters Score -482836.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -483012.750000 Penalty: 2955.048828
	Iteration 4Q: 3 clusters Score -483012.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -483190.156250 Penalty: 2955.048828
	Iteration 5Q: 3 clusters Score -483190.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -483386.843750 Penalty: 2955.048828
	Iteration 6Q: 3 clusters Score -483386.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -483598.437500 Penalty: 2955.048828
	Iteration 7Q: 3 clusters Score -483598.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -483802.531250 Penalty: 2955.048828
	Iteration 8Q: 3 clusters Score -483802.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -483978.843750 Penalty: 2955.048828
	Iteration 9Q: 3 clusters Score -483978.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -484149.062500 Penalty: 2955.048828
	Iteration 10Q: 3 clusters Score -484149.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -484301.000000 Penalty: 2955.048828
	Iteration 11Q: 3 clusters Score -484301 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -484430.125000 Penalty: 2955.048828
	Iteration 12Q: 3 clusters Score -484430.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -484532.750000 Penalty: 2955.048828
	Iteration 13Q: 3 clusters Score -484532.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -484614.468750 Penalty: 2955.048828
	Iteration 14Q: 3 clusters Score -484614.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -484687.562500 Penalty: 2955.048828
	Iteration 15Q: 3 clusters Score -484687.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -484740.031250 Penalty: 2955.048828
	Iteration 16Q: 3 clusters Score -484740 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -484777.375000 Penalty: 2955.048828
	Iteration 17Q: 3 clusters Score -484777.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -484805.031250 Penalty: 2955.048828
	Iteration 18Q: 3 clusters Score -484805 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -484834.218750 Penalty: 2955.048828
	Iteration 19Q: 3 clusters Score -484834.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -484866.062500 Penalty: 2955.048828
	Iteration 20F: 3 clusters Score -484866.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -484902.531250 Penalty: 2955.048828
	Iteration 21Q: 3 clusters Score -484902.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -484937.000000 Penalty: 2955.048828
	Iteration 22Q: 3 clusters Score -484937 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -484960.375000 Penalty: 2955.048828
	Iteration 23Q: 3 clusters Score -484960.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -484982.625000 Penalty: 2955.048828
	Iteration 24Q: 3 clusters Score -484982.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -485004.187500 Penalty: 2955.048828
	Iteration 25Q: 3 clusters Score -485004.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -485034.062500 Penalty: 2955.048828
	Iteration 26Q: 3 clusters Score -485034.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -485061.000000 Penalty: 2955.048828
	Iteration 27Q: 3 clusters Score -485061 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -485081.968750 Penalty: 2955.048828
	Iteration 28Q: 3 clusters Score -485082 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -485106.062500 Penalty: 2955.048828
	Iteration 29Q: 3 clusters Score -485106.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -485125.156250 Penalty: 2955.048828
	Iteration 30Q: 3 clusters Score -485125.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -485150.343750 Penalty: 2955.048828
	Iteration 31Q: 3 clusters Score -485150.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -485167.187500 Penalty: 2955.048828
	Iteration 32Q: 3 clusters Score -485167.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -485185.343750 Penalty: 2955.048828
	Iteration 33Q: 3 clusters Score -485185.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -485203.718750 Penalty: 2955.048828
	Iteration 34Q: 3 clusters Score -485203.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -485221.062500 Penalty: 2955.048828
	Iteration 35Q: 3 clusters Score -485221.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -485237.156250 Penalty: 2955.048828
	Iteration 36Q: 3 clusters Score -485237.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -485252.718750 Penalty: 2955.048828
	Iteration 37Q: 3 clusters Score -485252.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -485264.500000 Penalty: 2955.048828
	Iteration 38Q: 3 clusters Score -485264.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -485273.718750 Penalty: 2955.048828
	Iteration 39Q: 3 clusters Score -485273.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -485279.781250 Penalty: 2955.048828
	Iteration 40F: 3 clusters Score -485279.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -485286.312500 Penalty: 2955.048828
	Iteration 41Q: 3 clusters Score -485286.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -485290.875000 Penalty: 2955.048828
	Iteration 42Q: 3 clusters Score -485290.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -485296.156250 Penalty: 2955.048828
	Iteration 43Q: 3 clusters Score -485296.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -485300.062500 Penalty: 2955.048828
	Iteration 44Q: 3 clusters Score -485300.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -485302.593750 Penalty: 2955.048828
	Iteration 45Q: 3 clusters Score -485302.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -485305.000000 Penalty: 2955.048828
	Iteration 46Q: 3 clusters Score -485305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -485306.312500 Penalty: 2955.048828
	Iteration 47Q: 3 clusters Score -485306.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -485309.406250 Penalty: 2955.048828
	Iteration 48Q: 3 clusters Score -485309.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -485312.562500 Penalty: 2955.048828
	Iteration 49Q: 3 clusters Score -485312.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -485314.218750 Penalty: 2955.048828
	Iteration 50Q: 3 clusters Score -485314.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -485314.343750 Penalty: 2955.048828
	Iteration 51Q: 3 clusters Score -485314.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -485315.375000 Penalty: 2955.048828
	Iteration 52Q: 3 clusters Score -485315.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -485316.437500 Penalty: 2955.048828
	Iteration 53Q: 3 clusters Score -485316.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -485318.781250 Penalty: 2955.048828
	Iteration 54Q: 3 clusters Score -485318.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -485319.437500 Penalty: 2955.048828
	Iteration 55Q: 3 clusters Score -485319.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -485320.093750 Penalty: 2955.048828
	Iteration 56Q: 3 clusters Score -485320.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -485321.812500 Penalty: 2955.048828
	Iteration 57Q: 3 clusters Score -485321.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -485323.687500 Penalty: 2955.048828
	Iteration 58Q: 3 clusters Score -485323.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -485324.718750 Penalty: 2955.048828
	Iteration 59Q: 3 clusters Score -485324.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -485325.031250 Penalty: 2955.048828
	Iteration 60F: 3 clusters Score -485325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -485325.187500 Penalty: 2955.048828
	Iteration 61Q: 3 clusters Score -485325.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -485325.468750 Penalty: 2955.048828
	Iteration 62Q: 3 clusters Score -485325.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -485327.500000 Penalty: 2955.048828
	Iteration 63Q: 3 clusters Score -485327.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -485327.031250 Penalty: 2955.048828
	Iteration 64Q: 3 clusters Score -485327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -485329.687500 Penalty: 2955.048828
	Iteration 65Q: 3 clusters Score -485329.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -485330.906250 Penalty: 2955.048828
	Iteration 66Q: 3 clusters Score -485330.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -485330.781250 Penalty: 2955.048828
	Iteration 67Q: 3 clusters Score -485330.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -485332.093750 Penalty: 2955.048828
	Iteration 68Q: 3 clusters Score -485332.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -485332.250000 Penalty: 2955.048828
	Iteration 69Q: 3 clusters Score -485332.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -485333.156250 Penalty: 2955.048828
	Iteration 70Q: 3 clusters Score -485333.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -485333.937500 Penalty: 2955.048828
	Iteration 71Q: 3 clusters Score -485333.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -485333.031250 Penalty: 2955.048828
	Iteration 72Q: 3 clusters Score -485333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -485333.312500 Penalty: 2955.048828
	Iteration 73Q: 3 clusters Score -485333.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -485334.218750 Penalty: 2955.048828
	Iteration 74Q: 3 clusters Score -485334.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -485333.875000 Penalty: 2955.048828
	Iteration 75Q: 3 clusters Score -485333.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -485333.781250 Penalty: 2955.048828
	Iteration 76Q: 3 clusters Score -485333.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -485334.062500 Penalty: 2955.048828
	Iteration 77Q: 3 clusters Score -485334.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -485333.687500 Penalty: 2955.048828
	Iteration 78Q: 3 clusters Score -485333.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -485334.187500 Penalty: 2955.048828
	Iteration 79Q: 3 clusters Score -485334.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -485334.375000 Penalty: 2955.048828
	Iteration 80F: 3 clusters Score -485334.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -485335.906250 Penalty: 2955.048828
	Iteration 81Q: 3 clusters Score -485335.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -485335.906250 Penalty: 2955.048828
	Iteration 82F: 3 clusters Score -485335.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Entering Unmasked Estep 
Score: -203385.359375 Penalty: 1361.637817
	Iteration 0F: 2 clusters Score -203385.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -199816.296875 Penalty: 2723.275635
	Iteration 0F: 3 clusters Score -199816.3 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -200724.625000 Penalty: 2723.275635
	Iteration 1F: 3 clusters Score -200724.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -200938.406250 Penalty: 2723.275635
	Iteration 2F: 3 clusters Score -200938.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -201062.515625 Penalty: 2723.275635
	Iteration 3F: 3 clusters Score -201062.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -201151.578125 Penalty: 2723.275635
	Iteration 4Q: 3 clusters Score -201151.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -201239.906250 Penalty: 2723.275635
	Iteration 5Q: 3 clusters Score -201239.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -201310.265625 Penalty: 2723.275635
	Iteration 6Q: 3 clusters Score -201310.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -201374.000000 Penalty: 2723.275635
	Iteration 7Q: 3 clusters Score -201374 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -201437.718750 Penalty: 2723.275635
	Iteration 8Q: 3 clusters Score -201437.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -201501.234375 Penalty: 2723.275635
	Iteration 9Q: 3 clusters Score -201501.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -201559.968750 Penalty: 2723.275635
	Iteration 10Q: 3 clusters Score -201560 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -201615.562500 Penalty: 2723.275635
	Iteration 11Q: 3 clusters Score -201615.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -201666.546875 Penalty: 2723.275635
	Iteration 12Q: 3 clusters Score -201666.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -201703.578125 Penalty: 2723.275635
	Iteration 13Q: 3 clusters Score -201703.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -201750.781250 Penalty: 2723.275635
	Iteration 14Q: 3 clusters Score -201750.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -201789.312500 Penalty: 2723.275635
	Iteration 15Q: 3 clusters Score -201789.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -201834.265625 Penalty: 2723.275635
	Iteration 16Q: 3 clusters Score -201834.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -201885.015625 Penalty: 2723.275635
	Iteration 17Q: 3 clusters Score -201885 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -201928.328125 Penalty: 2723.275635
	Iteration 18Q: 3 clusters Score -201928.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -201970.296875 Penalty: 2723.275635
	Iteration 19Q: 3 clusters Score -201970.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -202008.640625 Penalty: 2723.275635
	Iteration 20F: 3 clusters Score -202008.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -202034.031250 Penalty: 2723.275635
	Iteration 21Q: 3 clusters Score -202034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -202060.031250 Penalty: 2723.275635
	Iteration 22Q: 3 clusters Score -202060 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -202087.593750 Penalty: 2723.275635
	Iteration 23Q: 3 clusters Score -202087.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -202111.734375 Penalty: 2723.275635
	Iteration 24Q: 3 clusters Score -202111.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -202132.500000 Penalty: 2723.275635
	Iteration 25Q: 3 clusters Score -202132.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -202149.234375 Penalty: 2723.275635
	Iteration 26Q: 3 clusters Score -202149.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -202160.031250 Penalty: 2723.275635
	Iteration 27Q: 3 clusters Score -202160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -202167.843750 Penalty: 2723.275635
	Iteration 28Q: 3 clusters Score -202167.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -202174.500000 Penalty: 2723.275635
	Iteration 29Q: 3 clusters Score -202174.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -202180.640625 Penalty: 2723.275635
	Iteration 30Q: 3 clusters Score -202180.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -202183.125000 Penalty: 2723.275635
	Iteration 31Q: 3 clusters Score -202183.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -202185.500000 Penalty: 2723.275635
	Iteration 32Q: 3 clusters Score -202185.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -202187.437500 Penalty: 2723.275635
	Iteration 33Q: 3 clusters Score -202187.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -202188.968750 Penalty: 2723.275635
	Iteration 34Q: 3 clusters Score -202189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -202189.640625 Penalty: 2723.275635
	Iteration 35Q: 3 clusters Score -202189.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -202189.640625 Penalty: 2723.275635
	Iteration 36F: 3 clusters Score -202189.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Entering Unmasked Estep 
Score: -423606.343750 Penalty: 1459.543701
	Iteration 0F: 2 clusters Score -423606.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -417821.218750 Penalty: 2919.087402
	Iteration 0F: 3 clusters Score -417821.2 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -419567.812500 Penalty: 2919.087402
	Iteration 1F: 3 clusters Score -419567.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -419788.406250 Penalty: 2919.087402
	Iteration 2F: 3 clusters Score -419788.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -419980.906250 Penalty: 2919.087402
	Iteration 3Q: 3 clusters Score -419980.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -420160.062500 Penalty: 2919.087402
	Iteration 4Q: 3 clusters Score -420160.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -420339.343750 Penalty: 2919.087402
	Iteration 5Q: 3 clusters Score -420339.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -420534.906250 Penalty: 2919.087402
	Iteration 6Q: 3 clusters Score -420534.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -420728.312500 Penalty: 2919.087402
	Iteration 7Q: 3 clusters Score -420728.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -420912.093750 Penalty: 2919.087402
	Iteration 8Q: 3 clusters Score -420912.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -421092.625000 Penalty: 2919.087402
	Iteration 9Q: 3 clusters Score -421092.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -421275.750000 Penalty: 2919.087402
	Iteration 10Q: 3 clusters Score -421275.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -421421.906250 Penalty: 2919.087402
	Iteration 11Q: 3 clusters Score -421421.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -421556.843750 Penalty: 2919.087402
	Iteration 12Q: 3 clusters Score -421556.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -421700.218750 Penalty: 2919.087402
	Iteration 13Q: 3 clusters Score -421700.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -421836.062500 Penalty: 2919.087402
	Iteration 14Q: 3 clusters Score -421836.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -421933.187500 Penalty: 2919.087402
	Iteration 15Q: 3 clusters Score -421933.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -422031.312500 Penalty: 2919.087402
	Iteration 16Q: 3 clusters Score -422031.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -422119.656250 Penalty: 2919.087402
	Iteration 17Q: 3 clusters Score -422119.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -422175.437500 Penalty: 2919.087402
	Iteration 18Q: 3 clusters Score -422175.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -422227.406250 Penalty: 2919.087402
	Iteration 19Q: 3 clusters Score -422227.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -422266.656250 Penalty: 2919.087402
	Iteration 20F: 3 clusters Score -422266.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -422290.656250 Penalty: 2919.087402
	Iteration 21Q: 3 clusters Score -422290.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -422315.343750 Penalty: 2919.087402
	Iteration 22Q: 3 clusters Score -422315.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -422335.781250 Penalty: 2919.087402
	Iteration 23Q: 3 clusters Score -422335.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -422343.437500 Penalty: 2919.087402
	Iteration 24Q: 3 clusters Score -422343.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -422351.906250 Penalty: 2919.087402
	Iteration 25Q: 3 clusters Score -422351.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -422359.000000 Penalty: 2919.087402
	Iteration 26Q: 3 clusters Score -422359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -422369.687500 Penalty: 2919.087402
	Iteration 27Q: 3 clusters Score -422369.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -422374.781250 Penalty: 2919.087402
	Iteration 28Q: 3 clusters Score -422374.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -422380.781250 Penalty: 2919.087402
	Iteration 29Q: 3 clusters Score -422380.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -422386.937500 Penalty: 2919.087402
	Iteration 30Q: 3 clusters Score -422386.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -422390.812500 Penalty: 2919.087402
	Iteration 31Q: 3 clusters Score -422390.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -422393.906250 Penalty: 2919.087402
	Iteration 32Q: 3 clusters Score -422393.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -422393.906250 Penalty: 2919.087402
	Iteration 33F: 3 clusters Score -422393.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Entering Unmasked Estep 
Score: -626825.125000 Penalty: 1534.956543
	Iteration 0F: 2 clusters Score -626825.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -617959.125000 Penalty: 3069.913086
	Iteration 0F: 3 clusters Score -617959.1 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -620931.062500 Penalty: 3069.913086
	Iteration 1F: 3 clusters Score -620931.1 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -621218.687500 Penalty: 3069.913086
	Iteration 2F: 3 clusters Score -621218.7 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -621441.812500 Penalty: 3069.913086
	Iteration 3Q: 3 clusters Score -621441.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -621627.312500 Penalty: 3069.913086
	Iteration 4Q: 3 clusters Score -621627.3 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -621805.625000 Penalty: 3069.913086
	Iteration 5Q: 3 clusters Score -621805.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -622016.125000 Penalty: 3069.913086
	Iteration 6Q: 3 clusters Score -622016.1 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -622297.437500 Penalty: 3069.913086
	Iteration 7Q: 3 clusters Score -622297.4 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -622649.937500 Penalty: 3069.913086
	Iteration 8Q: 3 clusters Score -622649.9 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -623044.687500 Penalty: 3069.913086
	Iteration 9Q: 3 clusters Score -623044.7 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -623415.000000 Penalty: 3069.913086
	Iteration 10Q: 3 clusters Score -623415 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -623814.500000 Penalty: 3069.913086
	Iteration 11Q: 3 clusters Score -623814.5 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -624202.687500 Penalty: 3069.913086
	Iteration 12Q: 3 clusters Score -624202.7 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -624578.500000 Penalty: 3069.913086
	Iteration 13Q: 3 clusters Score -624578.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -624897.812500 Penalty: 3069.913086
	Iteration 14Q: 3 clusters Score -624897.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -625054.187500 Penalty: 3069.913086
	Iteration 15Q: 3 clusters Score -625054.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -625194.000000 Penalty: 3069.913086
	Iteration 16Q: 3 clusters Score -625194 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -625293.000000 Penalty: 3069.913086
	Iteration 17Q: 3 clusters Score -625293 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -625364.125000 Penalty: 3069.913086
	Iteration 18Q: 3 clusters Score -625364.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -625404.437500 Penalty: 3069.913086
	Iteration 19Q: 3 clusters Score -625404.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -625427.812500 Penalty: 3069.913086
	Iteration 20F: 3 clusters Score -625427.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -625444.687500 Penalty: 3069.913086
	Iteration 21Q: 3 clusters Score -625444.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -625462.062500 Penalty: 3069.913086
	Iteration 22Q: 3 clusters Score -625462.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -625474.062500 Penalty: 3069.913086
	Iteration 23Q: 3 clusters Score -625474.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -625481.750000 Penalty: 3069.913086
	Iteration 24Q: 3 clusters Score -625481.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -625490.875000 Penalty: 3069.913086
	Iteration 25Q: 3 clusters Score -625490.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -625494.687500 Penalty: 3069.913086
	Iteration 26Q: 3 clusters Score -625494.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -625501.500000 Penalty: 3069.913086
	Iteration 27Q: 3 clusters Score -625501.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -625513.625000 Penalty: 3069.913086
	Iteration 28Q: 3 clusters Score -625513.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -625519.000000 Penalty: 3069.913086
	Iteration 29Q: 3 clusters Score -625519 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -625523.750000 Penalty: 3069.913086
	Iteration 30Q: 3 clusters Score -625523.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -625530.875000 Penalty: 3069.913086
	Iteration 31Q: 3 clusters Score -625530.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -625534.312500 Penalty: 3069.913086
	Iteration 32Q: 3 clusters Score -625534.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -625534.687500 Penalty: 3069.913086
	Iteration 33Q: 3 clusters Score -625534.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -625537.375000 Penalty: 3069.913086
	Iteration 34Q: 3 clusters Score -625537.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -625540.375000 Penalty: 3069.913086
	Iteration 35Q: 3 clusters Score -625540.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -625545.875000 Penalty: 3069.913086
	Iteration 36Q: 3 clusters Score -625545.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -625550.000000 Penalty: 3069.913086
	Iteration 37Q: 3 clusters Score -625550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -625551.625000 Penalty: 3069.913086
	Iteration 38Q: 3 clusters Score -625551.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -625551.937500 Penalty: 3069.913086
	Iteration 39Q: 3 clusters Score -625551.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -625554.187500 Penalty: 3069.913086
	Iteration 40F: 3 clusters Score -625554.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -625553.625000 Penalty: 3069.913086
	Iteration 41Q: 3 clusters Score -625553.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -625557.250000 Penalty: 3069.913086
	Iteration 42Q: 3 clusters Score -625557.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -625557.312500 Penalty: 3069.913086
	Iteration 43Q: 3 clusters Score -625557.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -625557.937500 Penalty: 3069.913086
	Iteration 44Q: 3 clusters Score -625557.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -625560.187500 Penalty: 3069.913086
	Iteration 45Q: 3 clusters Score -625560.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -625560.687500 Penalty: 3069.913086
	Iteration 46Q: 3 clusters Score -625560.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -625560.687500 Penalty: 3069.913086
	Iteration 47F: 3 clusters Score -625560.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190027 members 
Mstep: Class 5 contains 26878 members 
Mstep: Class 6 contains 190164 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 42234 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44683 members 
Mstep: Class 19 contains 11480 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085060.000000 Penalty: 30217.503906
Iteration 279Q: 15 clusters Score -2.908506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190027 members 
Mstep: Class 5 contains 26879 members 
Mstep: Class 6 contains 190166 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 42234 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44684 members 
Mstep: Class 19 contains 11476 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085054.000000 Penalty: 30217.503906
Iteration 280F: 15 clusters Score -2.908505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190027 members 
Mstep: Class 5 contains 26879 members 
Mstep: Class 6 contains 190169 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 42234 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44685 members 
Mstep: Class 19 contains 11472 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085044.000000 Penalty: 30217.503906
Iteration 281Q: 15 clusters Score -2.908504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190027 members 
Mstep: Class 5 contains 26879 members 
Mstep: Class 6 contains 190170 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 42234 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44686 members 
Mstep: Class 19 contains 11470 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085052.000000 Penalty: 30217.503906
Iteration 282Q: 15 clusters Score -2.908505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190027 members 
Mstep: Class 5 contains 26880 members 
Mstep: Class 6 contains 190173 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 42234 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44687 members 
Mstep: Class 19 contains 11465 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085052.000000 Penalty: 30217.503906
Iteration 283Q: 15 clusters Score -2.908505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190027 members 
Mstep: Class 5 contains 26882 members 
Mstep: Class 6 contains 190174 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 42234 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44688 members 
Mstep: Class 19 contains 11460 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085064.000000 Penalty: 30217.503906
Iteration 284Q: 15 clusters Score -2.908506e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190026 members 
Mstep: Class 5 contains 26883 members 
Mstep: Class 6 contains 190177 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 42234 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44688 members 
Mstep: Class 19 contains 11457 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085044.000000 Penalty: 30217.503906
Iteration 285Q: 15 clusters Score -2.908504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190026 members 
Mstep: Class 5 contains 26882 members 
Mstep: Class 6 contains 190180 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 42234 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44689 members 
Mstep: Class 19 contains 11455 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085060.000000 Penalty: 30217.503906
Iteration 286Q: 15 clusters Score -2.908506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190026 members 
Mstep: Class 5 contains 26884 members 
Mstep: Class 6 contains 190180 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 42234 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44689 members 
Mstep: Class 19 contains 11454 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085056.000000 Penalty: 30217.503906
Iteration 287Q: 15 clusters Score -2.908506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190026 members 
Mstep: Class 5 contains 26886 members 
Mstep: Class 6 contains 190180 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 42234 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44690 members 
Mstep: Class 19 contains 11451 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085052.000000 Penalty: 30217.503906
Iteration 288Q: 15 clusters Score -2.908505e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190025 members 
Mstep: Class 5 contains 26887 members 
Mstep: Class 6 contains 190184 members 
Mstep: Class 9 contains 2706 members 
Mstep: Class 10 contains 42234 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44691 members 
Mstep: Class 19 contains 11445 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085060.000000 Penalty: 30217.503906
Iteration 289Q: 15 clusters Score -2.908506e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190025 members 
Mstep: Class 5 contains 26890 members 
Mstep: Class 6 contains 190188 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 42234 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44692 members 
Mstep: Class 19 contains 11438 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085062.000000 Penalty: 30217.503906
Iteration 290Q: 15 clusters Score -2.908506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190026 members 
Mstep: Class 5 contains 26891 members 
Mstep: Class 6 contains 190190 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 42235 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44692 members 
Mstep: Class 19 contains 11434 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085036.000000 Penalty: 30217.503906
Iteration 291Q: 15 clusters Score -2.908504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190026 members 
Mstep: Class 5 contains 26896 members 
Mstep: Class 6 contains 190192 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 42235 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44692 members 
Mstep: Class 19 contains 11428 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7956 members 
Mstep: Class 23 contains 12655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085036.000000 Penalty: 30217.503906
Iteration 292Q: 15 clusters Score -2.908504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190027 members 
Mstep: Class 5 contains 26899 members 
Mstep: Class 6 contains 190195 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 42235 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44693 members 
Mstep: Class 19 contains 11421 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 12655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085042.000000 Penalty: 30217.503906
Iteration 293Q: 15 clusters Score -2.908504e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190025 members 
Mstep: Class 5 contains 26903 members 
Mstep: Class 6 contains 190198 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 42235 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44693 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7956 members 
Mstep: Class 23 contains 12655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085034.000000 Penalty: 30217.503906
Iteration 294Q: 15 clusters Score -2.908503e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190026 members 
Mstep: Class 5 contains 26907 members 
Mstep: Class 6 contains 190197 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 42235 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44693 members 
Mstep: Class 19 contains 11410 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085044.000000 Penalty: 30217.503906
Iteration 295Q: 15 clusters Score -2.908504e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190025 members 
Mstep: Class 5 contains 26912 members 
Mstep: Class 6 contains 190196 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 42235 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44695 members 
Mstep: Class 19 contains 11403 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7958 members 
Mstep: Class 23 contains 12655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085046.000000 Penalty: 30217.503906
Iteration 296Q: 15 clusters Score -2.908505e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190025 members 
Mstep: Class 5 contains 26917 members 
Mstep: Class 6 contains 190194 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42235 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44696 members 
Mstep: Class 19 contains 11400 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7958 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085048.000000 Penalty: 30217.503906
Iteration 297Q: 15 clusters Score -2.908505e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190024 members 
Mstep: Class 5 contains 26919 members 
Mstep: Class 6 contains 190197 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42235 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44696 members 
Mstep: Class 19 contains 11396 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7958 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085056.000000 Penalty: 30217.503906
Iteration 298Q: 15 clusters Score -2.908506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190023 members 
Mstep: Class 5 contains 26919 members 
Mstep: Class 6 contains 190202 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42235 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44696 members 
Mstep: Class 19 contains 11392 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7958 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085044.000000 Penalty: 30217.503906
Iteration 299Q: 15 clusters Score -2.908504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190023 members 
Mstep: Class 5 contains 26920 members 
Mstep: Class 6 contains 190204 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42235 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44697 members 
Mstep: Class 19 contains 11388 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7958 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085036.000000 Penalty: 30217.503906
Iteration 300F: 15 clusters Score -2.908504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190023 members 
Mstep: Class 5 contains 26921 members 
Mstep: Class 6 contains 190207 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42235 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44697 members 
Mstep: Class 19 contains 11384 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7958 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085042.000000 Penalty: 30217.503906
Iteration 301Q: 15 clusters Score -2.908504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190024 members 
Mstep: Class 5 contains 26922 members 
Mstep: Class 6 contains 190211 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42235 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44697 members 
Mstep: Class 19 contains 11377 members 
Mstep: Class 20 contains 8889 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7958 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085064.000000 Penalty: 30217.503906
Iteration 302Q: 15 clusters Score -2.908506e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190025 members 
Mstep: Class 5 contains 26930 members 
Mstep: Class 6 contains 190214 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42235 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44697 members 
Mstep: Class 19 contains 11366 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7958 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085058.000000 Penalty: 30217.503906
Iteration 303Q: 15 clusters Score -2.908506e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190025 members 
Mstep: Class 5 contains 26933 members 
Mstep: Class 6 contains 190218 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42235 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44696 members 
Mstep: Class 19 contains 11362 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7958 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085060.000000 Penalty: 30217.503906
Iteration 304Q: 15 clusters Score -2.908506e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190023 members 
Mstep: Class 5 contains 26938 members 
Mstep: Class 6 contains 190222 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42234 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44695 members 
Mstep: Class 19 contains 11358 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085068.000000 Penalty: 30217.503906
Iteration 305Q: 15 clusters Score -2.908507e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190024 members 
Mstep: Class 5 contains 26941 members 
Mstep: Class 6 contains 190222 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42234 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44695 members 
Mstep: Class 19 contains 11355 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7956 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085064.000000 Penalty: 30217.503906
Iteration 306Q: 15 clusters Score -2.908506e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190024 members 
Mstep: Class 5 contains 26944 members 
Mstep: Class 6 contains 190220 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42235 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44694 members 
Mstep: Class 19 contains 11353 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085046.000000 Penalty: 30217.503906
Iteration 307Q: 15 clusters Score -2.908505e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190024 members 
Mstep: Class 5 contains 26948 members 
Mstep: Class 6 contains 190220 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42235 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44693 members 
Mstep: Class 19 contains 11350 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085042.000000 Penalty: 30217.503906
Iteration 308Q: 15 clusters Score -2.908504e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190025 members 
Mstep: Class 5 contains 26953 members 
Mstep: Class 6 contains 190216 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42235 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44693 members 
Mstep: Class 19 contains 11348 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085050.000000 Penalty: 30217.503906
Iteration 309Q: 15 clusters Score -2.908505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190026 members 
Mstep: Class 5 contains 26954 members 
Mstep: Class 6 contains 190218 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42235 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44693 members 
Mstep: Class 19 contains 11344 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085028.000000 Penalty: 30217.503906
Iteration 310Q: 15 clusters Score -2.908503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190026 members 
Mstep: Class 5 contains 26955 members 
Mstep: Class 6 contains 190222 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42235 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44692 members 
Mstep: Class 19 contains 11341 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085032.000000 Penalty: 30217.503906
Iteration 311Q: 15 clusters Score -2.908503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190026 members 
Mstep: Class 5 contains 26956 members 
Mstep: Class 6 contains 190222 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42235 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44694 members 
Mstep: Class 19 contains 11337 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085020.000000 Penalty: 30217.503906
Iteration 312Q: 15 clusters Score -2.908502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190027 members 
Mstep: Class 5 contains 26956 members 
Mstep: Class 6 contains 190223 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42235 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44694 members 
Mstep: Class 19 contains 11335 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085024.000000 Penalty: 30217.503906
Iteration 313Q: 15 clusters Score -2.908502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190027 members 
Mstep: Class 5 contains 26956 members 
Mstep: Class 6 contains 190224 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42235 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44696 members 
Mstep: Class 19 contains 11332 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085022.000000 Penalty: 30217.503906
Iteration 314Q: 15 clusters Score -2.908502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190027 members 
Mstep: Class 5 contains 26957 members 
Mstep: Class 6 contains 190225 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42235 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44697 members 
Mstep: Class 19 contains 11329 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085028.000000 Penalty: 30217.503906
Iteration 315Q: 15 clusters Score -2.908503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190028 members 
Mstep: Class 5 contains 26957 members 
Mstep: Class 6 contains 190227 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42236 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44697 members 
Mstep: Class 19 contains 11325 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085040.000000 Penalty: 30217.503906
Iteration 316Q: 15 clusters Score -2.908504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190028 members 
Mstep: Class 5 contains 26957 members 
Mstep: Class 6 contains 190230 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42236 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44698 members 
Mstep: Class 19 contains 11321 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085038.000000 Penalty: 30217.503906
Iteration 317Q: 15 clusters Score -2.908504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190028 members 
Mstep: Class 5 contains 26957 members 
Mstep: Class 6 contains 190233 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42236 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44700 members 
Mstep: Class 19 contains 11317 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085052.000000 Penalty: 30217.503906
Iteration 318Q: 15 clusters Score -2.908505e+07 nChanged 10
Entering ConstructFrom: 
Score: -29085052.000000 Penalty: 30217.503906
Entering ConstructFrom: 
Trying to split cluster 1 (32749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Entering Unmasked Estep 
Score: -1736600.500000 Penalty: 1689.451904
	Iteration 0F: 2 clusters Score -1736600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -1714596.250000 Penalty: 3378.903809
	Iteration 0F: 3 clusters Score -1714596 nChanged 15117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -1722877.875000 Penalty: 3378.903809
	Iteration 1F: 3 clusters Score -1722878 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -1723211.250000 Penalty: 3378.903809
	Iteration 2Q: 3 clusters Score -1723211 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -1723542.250000 Penalty: 3378.903809
	Iteration 3Q: 3 clusters Score -1723542 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -1723899.375000 Penalty: 3378.903809
	Iteration 4Q: 3 clusters Score -1723899 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -1724254.375000 Penalty: 3378.903809
	Iteration 5Q: 3 clusters Score -1724254 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -1724701.000000 Penalty: 3378.903809
	Iteration 6Q: 3 clusters Score -1724701 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -1725185.750000 Penalty: 3378.903809
	Iteration 7Q: 3 clusters Score -1725186 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -1725810.375000 Penalty: 3378.903809
	Iteration 8Q: 3 clusters Score -1725810 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -1726645.875000 Penalty: 3378.903809
	Iteration 9Q: 3 clusters Score -1726646 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -1727799.875000 Penalty: 3378.903809
	Iteration 10F: 3 clusters Score -1727800 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -1729193.125000 Penalty: 3378.903809
	Iteration 11F: 3 clusters Score -1729193 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -1730230.375000 Penalty: 3378.903809
	Iteration 12F: 3 clusters Score -1730230 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -1730751.500000 Penalty: 3378.903809
	Iteration 13Q: 3 clusters Score -1730752 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -1730974.500000 Penalty: 3378.903809
	Iteration 14Q: 3 clusters Score -1730974 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -1731099.750000 Penalty: 3378.903809
	Iteration 15Q: 3 clusters Score -1731100 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -1731188.250000 Penalty: 3378.903809
	Iteration 16Q: 3 clusters Score -1731188 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -1731277.000000 Penalty: 3378.903809
	Iteration 17Q: 3 clusters Score -1731277 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -1731360.000000 Penalty: 3378.903809
	Iteration 18Q: 3 clusters Score -1731360 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -1731450.000000 Penalty: 3378.903809
	Iteration 19Q: 3 clusters Score -1731450 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -1731530.125000 Penalty: 3378.903809
	Iteration 20F: 3 clusters Score -1731530 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -1731615.875000 Penalty: 3378.903809
	Iteration 21Q: 3 clusters Score -1731616 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -1731695.625000 Penalty: 3378.903809
	Iteration 22Q: 3 clusters Score -1731696 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -1731771.500000 Penalty: 3378.903809
	Iteration 23Q: 3 clusters Score -1731772 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -1731830.875000 Penalty: 3378.903809
	Iteration 24Q: 3 clusters Score -1731831 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -1731893.250000 Penalty: 3378.903809
	Iteration 25Q: 3 clusters Score -1731893 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -1731953.625000 Penalty: 3378.903809
	Iteration 26Q: 3 clusters Score -1731954 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -1732040.375000 Penalty: 3378.903809
	Iteration 27Q: 3 clusters Score -1732040 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -1732121.125000 Penalty: 3378.903809
	Iteration 28Q: 3 clusters Score -1732121 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -1732196.125000 Penalty: 3378.903809
	Iteration 29Q: 3 clusters Score -1732196 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -1732250.375000 Penalty: 3378.903809
	Iteration 30Q: 3 clusters Score -1732250 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -1732301.875000 Penalty: 3378.903809
	Iteration 31Q: 3 clusters Score -1732302 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -1732352.250000 Penalty: 3378.903809
	Iteration 32Q: 3 clusters Score -1732352 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -1732390.875000 Penalty: 3378.903809
	Iteration 33Q: 3 clusters Score -1732391 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -1732435.375000 Penalty: 3378.903809
	Iteration 34Q: 3 clusters Score -1732435 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -1732455.000000 Penalty: 3378.903809
	Iteration 35Q: 3 clusters Score -1732455 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -1732484.250000 Penalty: 3378.903809
	Iteration 36Q: 3 clusters Score -1732484 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -1732501.500000 Penalty: 3378.903809
	Iteration 37Q: 3 clusters Score -1732502 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -1732528.375000 Penalty: 3378.903809
	Iteration 38Q: 3 clusters Score -1732528 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -1732544.750000 Penalty: 3378.903809
	Iteration 39Q: 3 clusters Score -1732545 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -1732554.625000 Penalty: 3378.903809
	Iteration 40F: 3 clusters Score -1732555 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -1732568.875000 Penalty: 3378.903809
	Iteration 41Q: 3 clusters Score -1732569 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -1732589.625000 Penalty: 3378.903809
	Iteration 42Q: 3 clusters Score -1732590 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -1732606.625000 Penalty: 3378.903809
	Iteration 43Q: 3 clusters Score -1732607 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -1732624.375000 Penalty: 3378.903809
	Iteration 44Q: 3 clusters Score -1732624 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -1732631.875000 Penalty: 3378.903809
	Iteration 45Q: 3 clusters Score -1732632 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -1732661.500000 Penalty: 3378.903809
	Iteration 46Q: 3 clusters Score -1732662 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -1732684.875000 Penalty: 3378.903809
	Iteration 47Q: 3 clusters Score -1732685 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -1732716.375000 Penalty: 3378.903809
	Iteration 48Q: 3 clusters Score -1732716 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -1732748.250000 Penalty: 3378.903809
	Iteration 49Q: 3 clusters Score -1732748 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -1732767.125000 Penalty: 3378.903809
	Iteration 50Q: 3 clusters Score -1732767 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -1732794.750000 Penalty: 3378.903809
	Iteration 51Q: 3 clusters Score -1732795 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -1732830.250000 Penalty: 3378.903809
	Iteration 52Q: 3 clusters Score -1732830 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -1732853.625000 Penalty: 3378.903809
	Iteration 53Q: 3 clusters Score -1732854 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -1732893.250000 Penalty: 3378.903809
	Iteration 54Q: 3 clusters Score -1732893 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -1732914.875000 Penalty: 3378.903809
	Iteration 55Q: 3 clusters Score -1732915 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -1732962.375000 Penalty: 3378.903809
	Iteration 56Q: 3 clusters Score -1732962 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -1732984.875000 Penalty: 3378.903809
	Iteration 57Q: 3 clusters Score -1732985 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -1733018.625000 Penalty: 3378.903809
	Iteration 58Q: 3 clusters Score -1733019 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -1733065.500000 Penalty: 3378.903809
	Iteration 59Q: 3 clusters Score -1733066 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -1733100.500000 Penalty: 3378.903809
	Iteration 60F: 3 clusters Score -1733100 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -1733146.250000 Penalty: 3378.903809
	Iteration 61Q: 3 clusters Score -1733146 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -1733209.875000 Penalty: 3378.903809
	Iteration 62Q: 3 clusters Score -1733210 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -1733264.500000 Penalty: 3378.903809
	Iteration 63Q: 3 clusters Score -1733264 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -1733314.000000 Penalty: 3378.903809
	Iteration 64Q: 3 clusters Score -1733314 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -1733367.250000 Penalty: 3378.903809
	Iteration 65Q: 3 clusters Score -1733367 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -1733431.375000 Penalty: 3378.903809
	Iteration 66Q: 3 clusters Score -1733431 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -1733478.375000 Penalty: 3378.903809
	Iteration 67Q: 3 clusters Score -1733478 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -1733549.375000 Penalty: 3378.903809
	Iteration 68Q: 3 clusters Score -1733549 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -1733615.625000 Penalty: 3378.903809
	Iteration 69Q: 3 clusters Score -1733616 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -1733684.750000 Penalty: 3378.903809
	Iteration 70Q: 3 clusters Score -1733685 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -1733752.500000 Penalty: 3378.903809
	Iteration 71Q: 3 clusters Score -1733752 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -1733813.375000 Penalty: 3378.903809
	Iteration 72Q: 3 clusters Score -1733813 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -1733865.250000 Penalty: 3378.903809
	Iteration 73Q: 3 clusters Score -1733865 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -1733927.750000 Penalty: 3378.903809
	Iteration 74Q: 3 clusters Score -1733928 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -1733978.625000 Penalty: 3378.903809
	Iteration 75Q: 3 clusters Score -1733979 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -1734042.750000 Penalty: 3378.903809
	Iteration 76Q: 3 clusters Score -1734043 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -1734114.875000 Penalty: 3378.903809
	Iteration 77Q: 3 clusters Score -1734115 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -1734194.125000 Penalty: 3378.903809
	Iteration 78Q: 3 clusters Score -1734194 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -1734289.875000 Penalty: 3378.903809
	Iteration 79Q: 3 clusters Score -1734290 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -1734375.875000 Penalty: 3378.903809
	Iteration 80F: 3 clusters Score -1734376 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -1734451.250000 Penalty: 3378.903809
	Iteration 81Q: 3 clusters Score -1734451 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -1734525.750000 Penalty: 3378.903809
	Iteration 82Q: 3 clusters Score -1734526 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -1734611.125000 Penalty: 3378.903809
	Iteration 83Q: 3 clusters Score -1734611 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -1734679.125000 Penalty: 3378.903809
	Iteration 84Q: 3 clusters Score -1734679 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -1734743.375000 Penalty: 3378.903809
	Iteration 85Q: 3 clusters Score -1734743 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -1734795.625000 Penalty: 3378.903809
	Iteration 86Q: 3 clusters Score -1734796 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -1734828.375000 Penalty: 3378.903809
	Iteration 87Q: 3 clusters Score -1734828 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -1734877.625000 Penalty: 3378.903809
	Iteration 88Q: 3 clusters Score -1734878 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -1734920.250000 Penalty: 3378.903809
	Iteration 89Q: 3 clusters Score -1734920 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -1734957.125000 Penalty: 3378.903809
	Iteration 90Q: 3 clusters Score -1734957 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -1734983.375000 Penalty: 3378.903809
	Iteration 91Q: 3 clusters Score -1734983 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -1735008.000000 Penalty: 3378.903809
	Iteration 92Q: 3 clusters Score -1735008 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -1735025.375000 Penalty: 3378.903809
	Iteration 93Q: 3 clusters Score -1735025 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -1735042.625000 Penalty: 3378.903809
	Iteration 94Q: 3 clusters Score -1735043 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -1735061.750000 Penalty: 3378.903809
	Iteration 95Q: 3 clusters Score -1735062 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -1735076.500000 Penalty: 3378.903809
	Iteration 96Q: 3 clusters Score -1735076 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -1735091.750000 Penalty: 3378.903809
	Iteration 97Q: 3 clusters Score -1735092 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -1735101.625000 Penalty: 3378.903809
	Iteration 98Q: 3 clusters Score -1735102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -1735109.750000 Penalty: 3378.903809
	Iteration 99Q: 3 clusters Score -1735110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -1735115.750000 Penalty: 3378.903809
	Iteration 100F: 3 clusters Score -1735116 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -1735123.875000 Penalty: 3378.903809
	Iteration 101Q: 3 clusters Score -1735124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -1735131.625000 Penalty: 3378.903809
	Iteration 102Q: 3 clusters Score -1735132 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -1735135.375000 Penalty: 3378.903809
	Iteration 103Q: 3 clusters Score -1735135 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -1735144.500000 Penalty: 3378.903809
	Iteration 104Q: 3 clusters Score -1735144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -1735145.625000 Penalty: 3378.903809
	Iteration 105Q: 3 clusters Score -1735146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -1735154.000000 Penalty: 3378.903809
	Iteration 106Q: 3 clusters Score -1735154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 31839 members 
Entering Unmasked Estep 
Score: -1735168.000000 Penalty: 3378.903809
	Iteration 107Q: 3 clusters Score -1735168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -1735173.875000 Penalty: 3378.903809
	Iteration 108Q: 3 clusters Score -1735174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -1735180.500000 Penalty: 3378.903809
	Iteration 109Q: 3 clusters Score -1735180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -1735186.875000 Penalty: 3378.903809
	Iteration 110Q: 3 clusters Score -1735187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -1735190.500000 Penalty: 3378.903809
	Iteration 111Q: 3 clusters Score -1735190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -1735192.125000 Penalty: 3378.903809
	Iteration 112Q: 3 clusters Score -1735192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -1735196.500000 Penalty: 3378.903809
	Iteration 113Q: 3 clusters Score -1735196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
Score: -1735196.000000 Penalty: 3378.903809
	Iteration 114Q: 3 clusters Score -1735196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -1735201.250000 Penalty: 3378.903809
	Iteration 115Q: 3 clusters Score -1735201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 31929 members 
Entering Unmasked Estep 
Score: -1735203.875000 Penalty: 3378.903809
	Iteration 116Q: 3 clusters Score -1735204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -1735202.375000 Penalty: 3378.903809
	Iteration 117Q: 3 clusters Score -1735202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
Score: -1735208.125000 Penalty: 3378.903809
	Iteration 118Q: 3 clusters Score -1735208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -1735210.500000 Penalty: 3378.903809
	Iteration 119Q: 3 clusters Score -1735210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -1735213.125000 Penalty: 3378.903809
	Iteration 120F: 3 clusters Score -1735213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -1735216.875000 Penalty: 3378.903809
	Iteration 121Q: 3 clusters Score -1735217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -1735217.125000 Penalty: 3378.903809
	Iteration 122Q: 3 clusters Score -1735217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -1735217.375000 Penalty: 3378.903809
	Iteration 123Q: 3 clusters Score -1735217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -1735217.375000 Penalty: 3378.903809
	Iteration 124Q: 3 clusters Score -1735217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -1735218.250000 Penalty: 3378.903809
	Iteration 125Q: 3 clusters Score -1735218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -1735219.625000 Penalty: 3378.903809
	Iteration 126Q: 3 clusters Score -1735220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
Score: -1735222.500000 Penalty: 3378.903809
	Iteration 127Q: 3 clusters Score -1735222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -1735222.000000 Penalty: 3378.903809
	Iteration 128Q: 3 clusters Score -1735222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -1735224.250000 Penalty: 3378.903809
	Iteration 129Q: 3 clusters Score -1735224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -1735226.625000 Penalty: 3378.903809
	Iteration 130Q: 3 clusters Score -1735227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -1735228.000000 Penalty: 3378.903809
	Iteration 131Q: 3 clusters Score -1735228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -1735229.125000 Penalty: 3378.903809
	Iteration 132Q: 3 clusters Score -1735229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -1735231.250000 Penalty: 3378.903809
	Iteration 133Q: 3 clusters Score -1735231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -1735233.000000 Penalty: 3378.903809
	Iteration 134Q: 3 clusters Score -1735233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -1735232.500000 Penalty: 3378.903809
	Iteration 135Q: 3 clusters Score -1735232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -1735234.750000 Penalty: 3378.903809
	Iteration 136Q: 3 clusters Score -1735235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -1735234.750000 Penalty: 3378.903809
	Iteration 137F: 3 clusters Score -1735235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Entering Unmasked Estep 
Score: -112518.570312 Penalty: 1268.190796
	Iteration 0F: 2 clusters Score -112518.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -110141.257812 Penalty: 2536.381592
	Iteration 0F: 3 clusters Score -110141.3 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -110734.289062 Penalty: 2536.381592
	Iteration 1F: 3 clusters Score -110734.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -110859.984375 Penalty: 2536.381592
	Iteration 2F: 3 clusters Score -110860 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -110932.406250 Penalty: 2536.381592
	Iteration 3Q: 3 clusters Score -110932.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -110980.765625 Penalty: 2536.381592
	Iteration 4Q: 3 clusters Score -110980.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -111012.593750 Penalty: 2536.381592
	Iteration 5Q: 3 clusters Score -111012.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -111076.875000 Penalty: 2536.381592
	Iteration 6Q: 3 clusters Score -111076.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -111158.546875 Penalty: 2536.381592
	Iteration 7Q: 3 clusters Score -111158.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -111260.859375 Penalty: 2536.381592
	Iteration 8Q: 3 clusters Score -111260.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -111383.468750 Penalty: 2536.381592
	Iteration 9Q: 3 clusters Score -111383.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -111481.226562 Penalty: 2536.381592
	Iteration 10Q: 3 clusters Score -111481.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -111537.351562 Penalty: 2536.381592
	Iteration 11Q: 3 clusters Score -111537.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -111570.226562 Penalty: 2536.381592
	Iteration 12Q: 3 clusters Score -111570.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -111600.492188 Penalty: 2536.381592
	Iteration 13Q: 3 clusters Score -111600.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -111627.515625 Penalty: 2536.381592
	Iteration 14Q: 3 clusters Score -111627.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -111645.757812 Penalty: 2536.381592
	Iteration 15Q: 3 clusters Score -111645.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -111660.078125 Penalty: 2536.381592
	Iteration 16Q: 3 clusters Score -111660.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -111674.328125 Penalty: 2536.381592
	Iteration 17Q: 3 clusters Score -111674.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -111683.828125 Penalty: 2536.381592
	Iteration 18Q: 3 clusters Score -111683.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -111693.640625 Penalty: 2536.381592
	Iteration 19Q: 3 clusters Score -111693.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -111705.796875 Penalty: 2536.381592
	Iteration 20F: 3 clusters Score -111705.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -111714.609375 Penalty: 2536.381592
	Iteration 21Q: 3 clusters Score -111714.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -111717.953125 Penalty: 2536.381592
	Iteration 22Q: 3 clusters Score -111718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -111722.804688 Penalty: 2536.381592
	Iteration 23Q: 3 clusters Score -111722.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -111725.781250 Penalty: 2536.381592
	Iteration 24Q: 3 clusters Score -111725.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -111730.414062 Penalty: 2536.381592
	Iteration 25Q: 3 clusters Score -111730.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -111735.273438 Penalty: 2536.381592
	Iteration 26Q: 3 clusters Score -111735.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -111737.148438 Penalty: 2536.381592
	Iteration 27Q: 3 clusters Score -111737.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -111740.304688 Penalty: 2536.381592
	Iteration 28Q: 3 clusters Score -111740.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -111742.242188 Penalty: 2536.381592
	Iteration 29Q: 3 clusters Score -111742.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -111746.835938 Penalty: 2536.381592
	Iteration 30Q: 3 clusters Score -111746.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -111748.507812 Penalty: 2536.381592
	Iteration 31Q: 3 clusters Score -111748.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -111749.898438 Penalty: 2536.381592
	Iteration 32Q: 3 clusters Score -111749.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -111751.968750 Penalty: 2536.381592
	Iteration 33Q: 3 clusters Score -111752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -111755.187500 Penalty: 2536.381592
	Iteration 34Q: 3 clusters Score -111755.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -111757.812500 Penalty: 2536.381592
	Iteration 35Q: 3 clusters Score -111757.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -111759.726562 Penalty: 2536.381592
	Iteration 36Q: 3 clusters Score -111759.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -111762.554688 Penalty: 2536.381592
	Iteration 37Q: 3 clusters Score -111762.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -111762.554688 Penalty: 2536.381592
	Iteration 38F: 3 clusters Score -111762.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (190027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190027 members 
Entering Unmasked Estep 
Score: -9973961.000000 Penalty: 1975.174805
	Iteration 0F: 2 clusters Score -9973961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94885 members 
Mstep: Class 2 contains 95142 members 
Entering Unmasked Estep 
Score: -9845982.000000 Penalty: 3950.349609
	Iteration 0F: 3 clusters Score -9845982 nChanged 91994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92317 members 
Mstep: Class 2 contains 97710 members 
Entering Unmasked Estep 
Score: -9900584.000000 Penalty: 3950.349609
	Iteration 1F: 3 clusters Score -9900584 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90446 members 
Mstep: Class 2 contains 99581 members 
Entering Unmasked Estep 
Score: -9901811.000000 Penalty: 3950.349609
	Iteration 2Q: 3 clusters Score -9901811 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87537 members 
Mstep: Class 2 contains 102490 members 
Entering Unmasked Estep 
Score: -9903573.000000 Penalty: 3950.349609
	Iteration 3Q: 3 clusters Score -9903573 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82989 members 
Mstep: Class 2 contains 107038 members 
Entering Unmasked Estep 
Score: -9906032.000000 Penalty: 3950.349609
	Iteration 4Q: 3 clusters Score -9906032 nChanged 9022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76235 members 
Mstep: Class 2 contains 113792 members 
Entering Unmasked Estep 
Score: -9909881.000000 Penalty: 3950.349609
	Iteration 5Q: 3 clusters Score -9909881 nChanged 11132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66747 members 
Mstep: Class 2 contains 123280 members 
Entering Unmasked Estep 
Score: -9915877.000000 Penalty: 3950.349609
	Iteration 6F: 3 clusters Score -9915877 nChanged 13569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54114 members 
Mstep: Class 2 contains 135913 members 
Entering Unmasked Estep 
Score: -9925185.000000 Penalty: 3950.349609
	Iteration 7F: 3 clusters Score -9925185 nChanged 15035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 150520 members 
Entering Unmasked Estep 
Score: -9937125.000000 Penalty: 3950.349609
	Iteration 8F: 3 clusters Score -9937125 nChanged 14418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 164786 members 
Entering Unmasked Estep 
Score: -9949696.000000 Penalty: 3950.349609
	Iteration 9F: 3 clusters Score -9949696 nChanged 11387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 176149 members 
Entering Unmasked Estep 
Score: -9960102.000000 Penalty: 3950.349609
	Iteration 10F: 3 clusters Score -9960102 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 183253 members 
Entering Unmasked Estep 
Score: -9966562.000000 Penalty: 3950.349609
	Iteration 11Q: 3 clusters Score -9966562 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 186911 members 
Entering Unmasked Estep 
Score: -9969866.000000 Penalty: 3950.349609
	Iteration 12Q: 3 clusters Score -9969866 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 188517 members 
Entering Unmasked Estep 
Score: -9971134.000000 Penalty: 3950.349609
	Iteration 13Q: 3 clusters Score -9971134 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 189201 members 
Entering Unmasked Estep 
Score: -9971671.000000 Penalty: 3950.349609
	Iteration 14Q: 3 clusters Score -9971671 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 189454 members 
Entering Unmasked Estep 
Score: -9971910.000000 Penalty: 3950.349609
	Iteration 15Q: 3 clusters Score -9971910 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 189568 members 
Entering Unmasked Estep 
Score: -9972013.000000 Penalty: 3950.349609
	Iteration 16Q: 3 clusters Score -9972013 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 189632 members 
Entering Unmasked Estep 
Score: -9972076.000000 Penalty: 3950.349609
	Iteration 17Q: 3 clusters Score -9972076 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 189659 members 
Entering Unmasked Estep 
Score: -9972120.000000 Penalty: 3950.349609
	Iteration 18Q: 3 clusters Score -9972120 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 189670 members 
Entering Unmasked Estep 
Score: -9972152.000000 Penalty: 3950.349609
	Iteration 19Q: 3 clusters Score -9972152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 189688 members 
Entering Unmasked Estep 
Score: -9972156.000000 Penalty: 3950.349609
	Iteration 20F: 3 clusters Score -9972156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 189701 members 
Entering Unmasked Estep 
Score: -9972183.000000 Penalty: 3950.349609
	Iteration 21Q: 3 clusters Score -9972183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 189705 members 
Entering Unmasked Estep 
Score: -9972200.000000 Penalty: 3950.349609
	Iteration 22Q: 3 clusters Score -9972200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 189711 members 
Entering Unmasked Estep 
Score: -9972211.000000 Penalty: 3950.349609
	Iteration 23Q: 3 clusters Score -9972211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 189716 members 
Entering Unmasked Estep 
Score: -9972214.000000 Penalty: 3950.349609
	Iteration 24Q: 3 clusters Score -9972214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 189717 members 
Entering Unmasked Estep 
Score: -9972212.000000 Penalty: 3950.349609
	Iteration 25Q: 3 clusters Score -9972212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 189717 members 
Entering Unmasked Estep 
Score: -9972215.000000 Penalty: 3950.349609
	Iteration 26Q: 3 clusters Score -9972215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 189719 members 
Entering Unmasked Estep 
Score: -9972212.000000 Penalty: 3950.349609
	Iteration 27Q: 3 clusters Score -9972212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 189718 members 
Entering Unmasked Estep 
Score: -9972210.000000 Penalty: 3950.349609
	Iteration 28Q: 3 clusters Score -9972210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 189718 members 
Entering Unmasked Estep 
Score: -9972209.000000 Penalty: 3950.349609
	Iteration 29Q: 3 clusters Score -9972209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 189717 members 
Entering Unmasked Estep 
Score: -9972216.000000 Penalty: 3950.349609
	Iteration 30Q: 3 clusters Score -9972216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 189717 members 
Entering Unmasked Estep 
Score: -9972216.000000 Penalty: 3950.349609
	Iteration 31F: 3 clusters Score -9972216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Entering Unmasked Estep 
Score: -1392886.375000 Penalty: 1657.830688
	Iteration 0F: 2 clusters Score -1392886 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 13485 members 
Entering Unmasked Estep 
Score: -1374612.500000 Penalty: 3315.661377
	Iteration 0F: 3 clusters Score -1374612 nChanged 12450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1381699.000000 Penalty: 3315.661377
	Iteration 1F: 3 clusters Score -1381699 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1382568.000000 Penalty: 3315.661377
	Iteration 2F: 3 clusters Score -1382568 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1383679.000000 Penalty: 3315.661377
	Iteration 3F: 3 clusters Score -1383679 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1385032.875000 Penalty: 3315.661377
	Iteration 4F: 3 clusters Score -1385033 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1386313.750000 Penalty: 3315.661377
	Iteration 5F: 3 clusters Score -1386314 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1387521.000000 Penalty: 3315.661377
	Iteration 6F: 3 clusters Score -1387521 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1388604.500000 Penalty: 3315.661377
	Iteration 7F: 3 clusters Score -1388604 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1389350.750000 Penalty: 3315.661377
	Iteration 8Q: 3 clusters Score -1389351 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1389784.250000 Penalty: 3315.661377
	Iteration 9Q: 3 clusters Score -1389784 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1390022.375000 Penalty: 3315.661377
	Iteration 10Q: 3 clusters Score -1390022 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1390211.625000 Penalty: 3315.661377
	Iteration 11Q: 3 clusters Score -1390212 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1390365.625000 Penalty: 3315.661377
	Iteration 12Q: 3 clusters Score -1390366 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1390505.625000 Penalty: 3315.661377
	Iteration 13Q: 3 clusters Score -1390506 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1390653.125000 Penalty: 3315.661377
	Iteration 14Q: 3 clusters Score -1390653 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1390798.625000 Penalty: 3315.661377
	Iteration 15Q: 3 clusters Score -1390799 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1390942.000000 Penalty: 3315.661377
	Iteration 16Q: 3 clusters Score -1390942 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1391079.875000 Penalty: 3315.661377
	Iteration 17Q: 3 clusters Score -1391080 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1391204.000000 Penalty: 3315.661377
	Iteration 18Q: 3 clusters Score -1391204 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1391305.375000 Penalty: 3315.661377
	Iteration 19Q: 3 clusters Score -1391305 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1391387.500000 Penalty: 3315.661377
	Iteration 20F: 3 clusters Score -1391388 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1391461.125000 Penalty: 3315.661377
	Iteration 21Q: 3 clusters Score -1391461 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1391514.375000 Penalty: 3315.661377
	Iteration 22Q: 3 clusters Score -1391514 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1391562.875000 Penalty: 3315.661377
	Iteration 23Q: 3 clusters Score -1391563 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1391604.750000 Penalty: 3315.661377
	Iteration 24Q: 3 clusters Score -1391605 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1391651.500000 Penalty: 3315.661377
	Iteration 25Q: 3 clusters Score -1391652 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1391684.250000 Penalty: 3315.661377
	Iteration 26Q: 3 clusters Score -1391684 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1391719.625000 Penalty: 3315.661377
	Iteration 27Q: 3 clusters Score -1391720 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1391749.500000 Penalty: 3315.661377
	Iteration 28Q: 3 clusters Score -1391750 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1391763.000000 Penalty: 3315.661377
	Iteration 29Q: 3 clusters Score -1391763 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1391769.500000 Penalty: 3315.661377
	Iteration 30Q: 3 clusters Score -1391770 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1391785.000000 Penalty: 3315.661377
	Iteration 31Q: 3 clusters Score -1391785 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1391793.375000 Penalty: 3315.661377
	Iteration 32Q: 3 clusters Score -1391793 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1391800.750000 Penalty: 3315.661377
	Iteration 33Q: 3 clusters Score -1391801 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1391807.000000 Penalty: 3315.661377
	Iteration 34Q: 3 clusters Score -1391807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1391811.500000 Penalty: 3315.661377
	Iteration 35Q: 3 clusters Score -1391812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1391811.000000 Penalty: 3315.661377
	Iteration 36Q: 3 clusters Score -1391811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1391813.250000 Penalty: 3315.661377
	Iteration 37Q: 3 clusters Score -1391813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1391811.250000 Penalty: 3315.661377
	Iteration 38Q: 3 clusters Score -1391811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1391812.125000 Penalty: 3315.661377
	Iteration 39Q: 3 clusters Score -1391812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1391819.375000 Penalty: 3315.661377
	Iteration 40F: 3 clusters Score -1391819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1391822.000000 Penalty: 3315.661377
	Iteration 41Q: 3 clusters Score -1391822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1391832.375000 Penalty: 3315.661377
	Iteration 42Q: 3 clusters Score -1391832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1391835.375000 Penalty: 3315.661377
	Iteration 43Q: 3 clusters Score -1391835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1391837.375000 Penalty: 3315.661377
	Iteration 44Q: 3 clusters Score -1391837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1391839.000000 Penalty: 3315.661377
	Iteration 45Q: 3 clusters Score -1391839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1391840.750000 Penalty: 3315.661377
	Iteration 46Q: 3 clusters Score -1391841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1391843.125000 Penalty: 3315.661377
	Iteration 47Q: 3 clusters Score -1391843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1391844.500000 Penalty: 3315.661377
	Iteration 48Q: 3 clusters Score -1391844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1391844.000000 Penalty: 3315.661377
	Iteration 49Q: 3 clusters Score -1391844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1391844.125000 Penalty: 3315.661377
	Iteration 50Q: 3 clusters Score -1391844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1391841.625000 Penalty: 3315.661377
	Iteration 51Q: 3 clusters Score -1391842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1391842.625000 Penalty: 3315.661377
	Iteration 52Q: 3 clusters Score -1391843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1391842.625000 Penalty: 3315.661377
	Iteration 53F: 3 clusters Score -1391843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (190236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190236 members 
Entering Unmasked Estep 
Score: -9571559.000000 Penalty: 1975.353394
	Iteration 0F: 2 clusters Score -9571559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94895 members 
Mstep: Class 2 contains 95341 members 
Entering Unmasked Estep 
Score: -9443626.000000 Penalty: 3950.706787
	Iteration 0F: 3 clusters Score -9443626 nChanged 92251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91126 members 
Mstep: Class 2 contains 99110 members 
Entering Unmasked Estep 
Score: -9499256.000000 Penalty: 3950.706787
	Iteration 1F: 3 clusters Score -9499256 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88705 members 
Mstep: Class 2 contains 101531 members 
Entering Unmasked Estep 
Score: -9501012.000000 Penalty: 3950.706787
	Iteration 2Q: 3 clusters Score -9501012 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85013 members 
Mstep: Class 2 contains 105223 members 
Entering Unmasked Estep 
Score: -9503407.000000 Penalty: 3950.706787
	Iteration 3Q: 3 clusters Score -9503407 nChanged 8341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79658 members 
Mstep: Class 2 contains 110578 members 
Entering Unmasked Estep 
Score: -9506852.000000 Penalty: 3950.706787
	Iteration 4Q: 3 clusters Score -9506852 nChanged 9833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72281 members 
Mstep: Class 2 contains 117955 members 
Entering Unmasked Estep 
Score: -9512269.000000 Penalty: 3950.706787
	Iteration 5F: 3 clusters Score -9512269 nChanged 11665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62834 members 
Mstep: Class 2 contains 127402 members 
Entering Unmasked Estep 
Score: -9520230.000000 Penalty: 3950.706787
	Iteration 6F: 3 clusters Score -9520230 nChanged 12306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52382 members 
Mstep: Class 2 contains 137854 members 
Entering Unmasked Estep 
Score: -9529803.000000 Penalty: 3950.706787
	Iteration 7F: 3 clusters Score -9529803 nChanged 11351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 147543 members 
Entering Unmasked Estep 
Score: -9538708.000000 Penalty: 3950.706787
	Iteration 8F: 3 clusters Score -9538708 nChanged 9290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 155345 members 
Entering Unmasked Estep 
Score: -9545512.000000 Penalty: 3950.706787
	Iteration 9Q: 3 clusters Score -9545512 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 161387 members 
Entering Unmasked Estep 
Score: -9550110.000000 Penalty: 3950.706787
	Iteration 10Q: 3 clusters Score -9550110 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 166507 members 
Entering Unmasked Estep 
Score: -9553368.000000 Penalty: 3950.706787
	Iteration 11Q: 3 clusters Score -9553368 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 171037 members 
Entering Unmasked Estep 
Score: -9556183.000000 Penalty: 3950.706787
	Iteration 12Q: 3 clusters Score -9556183 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 175193 members 
Entering Unmasked Estep 
Score: -9558873.000000 Penalty: 3950.706787
	Iteration 13Q: 3 clusters Score -9558873 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 178917 members 
Entering Unmasked Estep 
Score: -9561345.000000 Penalty: 3950.706787
	Iteration 14Q: 3 clusters Score -9561345 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 182100 members 
Entering Unmasked Estep 
Score: -9563643.000000 Penalty: 3950.706787
	Iteration 15Q: 3 clusters Score -9563643 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 184802 members 
Entering Unmasked Estep 
Score: -9565733.000000 Penalty: 3950.706787
	Iteration 16Q: 3 clusters Score -9565733 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 186873 members 
Entering Unmasked Estep 
Score: -9567339.000000 Penalty: 3950.706787
	Iteration 17Q: 3 clusters Score -9567339 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 188211 members 
Entering Unmasked Estep 
Score: -9568404.000000 Penalty: 3950.706787
	Iteration 18Q: 3 clusters Score -9568404 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 189000 members 
Entering Unmasked Estep 
Score: -9568984.000000 Penalty: 3950.706787
	Iteration 19Q: 3 clusters Score -9568984 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 189448 members 
Entering Unmasked Estep 
Score: -9569362.000000 Penalty: 3950.706787
	Iteration 20F: 3 clusters Score -9569362 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 189669 members 
Entering Unmasked Estep 
Score: -9569566.000000 Penalty: 3950.706787
	Iteration 21Q: 3 clusters Score -9569566 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 189786 members 
Entering Unmasked Estep 
Score: -9569668.000000 Penalty: 3950.706787
	Iteration 22Q: 3 clusters Score -9569668 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 189848 members 
Entering Unmasked Estep 
Score: -9569723.000000 Penalty: 3950.706787
	Iteration 23Q: 3 clusters Score -9569723 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 189877 members 
Entering Unmasked Estep 
Score: -9569730.000000 Penalty: 3950.706787
	Iteration 24Q: 3 clusters Score -9569730 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 189899 members 
Entering Unmasked Estep 
Score: -9569748.000000 Penalty: 3950.706787
	Iteration 25Q: 3 clusters Score -9569748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 189913 members 
Entering Unmasked Estep 
Score: -9569770.000000 Penalty: 3950.706787
	Iteration 26Q: 3 clusters Score -9569770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 189921 members 
Entering Unmasked Estep 
Score: -9569779.000000 Penalty: 3950.706787
	Iteration 27Q: 3 clusters Score -9569779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 189923 members 
Entering Unmasked Estep 
Score: -9569779.000000 Penalty: 3950.706787
	Iteration 28Q: 3 clusters Score -9569779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 189925 members 
Entering Unmasked Estep 
Score: -9569777.000000 Penalty: 3950.706787
	Iteration 29Q: 3 clusters Score -9569777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 189926 members 
Entering Unmasked Estep 
Score: -9569779.000000 Penalty: 3950.706787
	Iteration 30Q: 3 clusters Score -9569779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 189925 members 
Entering Unmasked Estep 
Score: -9569788.000000 Penalty: 3950.706787
	Iteration 31Q: 3 clusters Score -9569788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 189926 members 
Entering Unmasked Estep 
Score: -9569791.000000 Penalty: 3950.706787
	Iteration 32Q: 3 clusters Score -9569791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 189927 members 
Entering Unmasked Estep 
Score: -9569792.000000 Penalty: 3950.706787
	Iteration 33Q: 3 clusters Score -9569792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 189929 members 
Entering Unmasked Estep 
Score: -9569788.000000 Penalty: 3950.706787
	Iteration 34Q: 3 clusters Score -9569788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 189929 members 
Entering Unmasked Estep 
Score: -9569788.000000 Penalty: 3950.706787
	Iteration 35F: 3 clusters Score -9569788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Entering Unmasked Estep 
Score: -116092.914062 Penalty: 1284.154175
	Iteration 0F: 2 clusters Score -116092.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -113548.648438 Penalty: 2568.308350
	Iteration 0F: 3 clusters Score -113548.6 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -114176.421875 Penalty: 2568.308350
	Iteration 1F: 3 clusters Score -114176.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -114319.750000 Penalty: 2568.308350
	Iteration 2F: 3 clusters Score -114319.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -114418.226562 Penalty: 2568.308350
	Iteration 3F: 3 clusters Score -114418.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -114495.046875 Penalty: 2568.308350
	Iteration 4Q: 3 clusters Score -114495 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -114568.687500 Penalty: 2568.308350
	Iteration 5Q: 3 clusters Score -114568.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -114636.593750 Penalty: 2568.308350
	Iteration 6Q: 3 clusters Score -114636.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -114690.179688 Penalty: 2568.308350
	Iteration 7Q: 3 clusters Score -114690.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -114731.148438 Penalty: 2568.308350
	Iteration 8Q: 3 clusters Score -114731.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -114765.203125 Penalty: 2568.308350
	Iteration 9Q: 3 clusters Score -114765.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -114790.296875 Penalty: 2568.308350
	Iteration 10Q: 3 clusters Score -114790.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -114817.476562 Penalty: 2568.308350
	Iteration 11Q: 3 clusters Score -114817.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -114841.617188 Penalty: 2568.308350
	Iteration 12Q: 3 clusters Score -114841.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -114874.437500 Penalty: 2568.308350
	Iteration 13Q: 3 clusters Score -114874.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -114921.093750 Penalty: 2568.308350
	Iteration 14Q: 3 clusters Score -114921.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -114976.015625 Penalty: 2568.308350
	Iteration 15Q: 3 clusters Score -114976 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -115014.445312 Penalty: 2568.308350
	Iteration 16Q: 3 clusters Score -115014.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -115042.742188 Penalty: 2568.308350
	Iteration 17Q: 3 clusters Score -115042.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -115062.031250 Penalty: 2568.308350
	Iteration 18Q: 3 clusters Score -115062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -115078.445312 Penalty: 2568.308350
	Iteration 19Q: 3 clusters Score -115078.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -115091.570312 Penalty: 2568.308350
	Iteration 20F: 3 clusters Score -115091.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -115106.359375 Penalty: 2568.308350
	Iteration 21Q: 3 clusters Score -115106.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -115125.734375 Penalty: 2568.308350
	Iteration 22Q: 3 clusters Score -115125.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -115140.640625 Penalty: 2568.308350
	Iteration 23Q: 3 clusters Score -115140.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -115154.945312 Penalty: 2568.308350
	Iteration 24Q: 3 clusters Score -115154.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -115165.257812 Penalty: 2568.308350
	Iteration 25Q: 3 clusters Score -115165.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -115173.343750 Penalty: 2568.308350
	Iteration 26Q: 3 clusters Score -115173.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -115176.046875 Penalty: 2568.308350
	Iteration 27Q: 3 clusters Score -115176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -115176.875000 Penalty: 2568.308350
	Iteration 28Q: 3 clusters Score -115176.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -115177.718750 Penalty: 2568.308350
	Iteration 29Q: 3 clusters Score -115177.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -115178.953125 Penalty: 2568.308350
	Iteration 30Q: 3 clusters Score -115179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -115179.640625 Penalty: 2568.308350
	Iteration 31Q: 3 clusters Score -115179.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -115180.601562 Penalty: 2568.308350
	Iteration 32Q: 3 clusters Score -115180.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -115181.312500 Penalty: 2568.308350
	Iteration 33Q: 3 clusters Score -115181.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -115182.203125 Penalty: 2568.308350
	Iteration 34Q: 3 clusters Score -115182.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -115182.835938 Penalty: 2568.308350
	Iteration 35Q: 3 clusters Score -115182.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -115183.492188 Penalty: 2568.308350
	Iteration 36Q: 3 clusters Score -115183.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -115183.757812 Penalty: 2568.308350
	Iteration 37Q: 3 clusters Score -115183.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -115183.757812 Penalty: 2568.308350
	Iteration 38F: 3 clusters Score -115183.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Entering Unmasked Estep 
Score: -2141428.250000 Penalty: 1730.792114
	Iteration 0F: 2 clusters Score -2141428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -2113148.500000 Penalty: 3461.584229
	Iteration 0F: 3 clusters Score -2113148 nChanged 19710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -2123939.250000 Penalty: 3461.584229
	Iteration 1F: 3 clusters Score -2123939 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -2124296.750000 Penalty: 3461.584229
	Iteration 2Q: 3 clusters Score -2124297 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -2124634.000000 Penalty: 3461.584229
	Iteration 3Q: 3 clusters Score -2124634 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -2125027.500000 Penalty: 3461.584229
	Iteration 4Q: 3 clusters Score -2125028 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -2125520.000000 Penalty: 3461.584229
	Iteration 5Q: 3 clusters Score -2125520 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -2126197.250000 Penalty: 3461.584229
	Iteration 6Q: 3 clusters Score -2126197 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2127255.500000 Penalty: 3461.584229
	Iteration 7F: 3 clusters Score -2127256 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -2128886.750000 Penalty: 3461.584229
	Iteration 8F: 3 clusters Score -2128887 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2131254.500000 Penalty: 3461.584229
	Iteration 9F: 3 clusters Score -2131254 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34833 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -2134080.250000 Penalty: 3461.584229
	Iteration 10F: 3 clusters Score -2134080 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2136720.750000 Penalty: 3461.584229
	Iteration 11F: 3 clusters Score -2136721 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2138414.500000 Penalty: 3461.584229
	Iteration 12Q: 3 clusters Score -2138414 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2139359.000000 Penalty: 3461.584229
	Iteration 13Q: 3 clusters Score -2139359 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2139923.500000 Penalty: 3461.584229
	Iteration 14Q: 3 clusters Score -2139924 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2140189.000000 Penalty: 3461.584229
	Iteration 15Q: 3 clusters Score -2140189 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2140316.000000 Penalty: 3461.584229
	Iteration 16Q: 3 clusters Score -2140316 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2140376.000000 Penalty: 3461.584229
	Iteration 17Q: 3 clusters Score -2140376 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2140399.750000 Penalty: 3461.584229
	Iteration 18Q: 3 clusters Score -2140400 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2140414.750000 Penalty: 3461.584229
	Iteration 19Q: 3 clusters Score -2140415 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2140425.750000 Penalty: 3461.584229
	Iteration 20F: 3 clusters Score -2140426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2140427.750000 Penalty: 3461.584229
	Iteration 21Q: 3 clusters Score -2140428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2140430.250000 Penalty: 3461.584229
	Iteration 22Q: 3 clusters Score -2140430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2140433.500000 Penalty: 3461.584229
	Iteration 23Q: 3 clusters Score -2140434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2140434.500000 Penalty: 3461.584229
	Iteration 24Q: 3 clusters Score -2140434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2140436.500000 Penalty: 3461.584229
	Iteration 25Q: 3 clusters Score -2140436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2140436.250000 Penalty: 3461.584229
	Iteration 26Q: 3 clusters Score -2140436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2140437.000000 Penalty: 3461.584229
	Iteration 27Q: 3 clusters Score -2140437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2140435.750000 Penalty: 3461.584229
	Iteration 28Q: 3 clusters Score -2140436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41101 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2140433.500000 Penalty: 3461.584229
	Iteration 29Q: 3 clusters Score -2140434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2140435.000000 Penalty: 3461.584229
	Iteration 30Q: 3 clusters Score -2140435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2140437.750000 Penalty: 3461.584229
	Iteration 31Q: 3 clusters Score -2140438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2140440.250000 Penalty: 3461.584229
	Iteration 32Q: 3 clusters Score -2140440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2140440.250000 Penalty: 3461.584229
	Iteration 33Q: 3 clusters Score -2140440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2140441.500000 Penalty: 3461.584229
	Iteration 34Q: 3 clusters Score -2140442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2140440.500000 Penalty: 3461.584229
	Iteration 35Q: 3 clusters Score -2140440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2140441.000000 Penalty: 3461.584229
	Iteration 36Q: 3 clusters Score -2140441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2140439.500000 Penalty: 3461.584229
	Iteration 37Q: 3 clusters Score -2140440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2140439.500000 Penalty: 3461.584229
	Iteration 38F: 3 clusters Score -2140440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Entering Unmasked Estep 
Score: -491887.906250 Penalty: 1489.351196
	Iteration 0F: 2 clusters Score -491887.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -484921.375000 Penalty: 2978.702393
	Iteration 0F: 3 clusters Score -484921.4 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -487078.000000 Penalty: 2978.702393
	Iteration 1F: 3 clusters Score -487078 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -487428.968750 Penalty: 2978.702393
	Iteration 2F: 3 clusters Score -487429 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -487790.593750 Penalty: 2978.702393
	Iteration 3F: 3 clusters Score -487790.6 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -488186.812500 Penalty: 2978.702393
	Iteration 4F: 3 clusters Score -488186.8 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -488675.468750 Penalty: 2978.702393
	Iteration 5F: 3 clusters Score -488675.5 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -489208.031250 Penalty: 2978.702393
	Iteration 6F: 3 clusters Score -489208 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -489664.437500 Penalty: 2978.702393
	Iteration 7F: 3 clusters Score -489664.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -490010.875000 Penalty: 2978.702393
	Iteration 8Q: 3 clusters Score -490010.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -490240.781250 Penalty: 2978.702393
	Iteration 9Q: 3 clusters Score -490240.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -490377.250000 Penalty: 2978.702393
	Iteration 10Q: 3 clusters Score -490377.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -490469.031250 Penalty: 2978.702393
	Iteration 11Q: 3 clusters Score -490469 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -490518.531250 Penalty: 2978.702393
	Iteration 12Q: 3 clusters Score -490518.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -490558.000000 Penalty: 2978.702393
	Iteration 13Q: 3 clusters Score -490558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -490583.500000 Penalty: 2978.702393
	Iteration 14Q: 3 clusters Score -490583.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -490593.062500 Penalty: 2978.702393
	Iteration 15Q: 3 clusters Score -490593.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -490610.031250 Penalty: 2978.702393
	Iteration 16Q: 3 clusters Score -490610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -490623.562500 Penalty: 2978.702393
	Iteration 17Q: 3 clusters Score -490623.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -490629.375000 Penalty: 2978.702393
	Iteration 18Q: 3 clusters Score -490629.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -490638.500000 Penalty: 2978.702393
	Iteration 19Q: 3 clusters Score -490638.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -490641.250000 Penalty: 2978.702393
	Iteration 20F: 3 clusters Score -490641.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -490642.343750 Penalty: 2978.702393
	Iteration 21Q: 3 clusters Score -490642.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -490643.343750 Penalty: 2978.702393
	Iteration 22Q: 3 clusters Score -490643.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -490643.343750 Penalty: 2978.702393
	Iteration 23F: 3 clusters Score -490643.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Entering Unmasked Estep 
Score: -2311591.250000 Penalty: 1740.020386
	Iteration 0F: 2 clusters Score -2311591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -2281907.500000 Penalty: 3480.040771
	Iteration 0F: 3 clusters Score -2281908 nChanged 20866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -2293638.500000 Penalty: 3480.040771
	Iteration 1F: 3 clusters Score -2293638 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -2294249.250000 Penalty: 3480.040771
	Iteration 2Q: 3 clusters Score -2294249 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -2294978.500000 Penalty: 3480.040771
	Iteration 3Q: 3 clusters Score -2294978 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -2295902.000000 Penalty: 3480.040771
	Iteration 4Q: 3 clusters Score -2295902 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -2297226.250000 Penalty: 3480.040771
	Iteration 5F: 3 clusters Score -2297226 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -2299131.000000 Penalty: 3480.040771
	Iteration 6F: 3 clusters Score -2299131 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -2301362.750000 Penalty: 3480.040771
	Iteration 7F: 3 clusters Score -2301363 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -2303635.250000 Penalty: 3480.040771
	Iteration 8F: 3 clusters Score -2303635 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -2305388.750000 Penalty: 3480.040771
	Iteration 9F: 3 clusters Score -2305389 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -2306662.750000 Penalty: 3480.040771
	Iteration 10Q: 3 clusters Score -2306663 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -2307615.500000 Penalty: 3480.040771
	Iteration 11Q: 3 clusters Score -2307616 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -2308364.000000 Penalty: 3480.040771
	Iteration 12Q: 3 clusters Score -2308364 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -2308867.000000 Penalty: 3480.040771
	Iteration 13Q: 3 clusters Score -2308867 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -2309287.500000 Penalty: 3480.040771
	Iteration 14Q: 3 clusters Score -2309288 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -2309586.250000 Penalty: 3480.040771
	Iteration 15Q: 3 clusters Score -2309586 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -2309818.500000 Penalty: 3480.040771
	Iteration 16Q: 3 clusters Score -2309818 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -2309963.250000 Penalty: 3480.040771
	Iteration 17Q: 3 clusters Score -2309963 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -2310047.750000 Penalty: 3480.040771
	Iteration 18Q: 3 clusters Score -2310048 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -2310099.000000 Penalty: 3480.040771
	Iteration 19Q: 3 clusters Score -2310099 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 43983 members 
Entering Unmasked Estep 
Score: -2310127.500000 Penalty: 3480.040771
	Iteration 20F: 3 clusters Score -2310128 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 44011 members 
Entering Unmasked Estep 
Score: -2310142.750000 Penalty: 3480.040771
	Iteration 21Q: 3 clusters Score -2310143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -2310155.000000 Penalty: 3480.040771
	Iteration 22Q: 3 clusters Score -2310155 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
Score: -2310163.250000 Penalty: 3480.040771
	Iteration 23Q: 3 clusters Score -2310163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 44052 members 
Entering Unmasked Estep 
Score: -2310171.750000 Penalty: 3480.040771
	Iteration 24Q: 3 clusters Score -2310172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 44063 members 
Entering Unmasked Estep 
Score: -2310172.250000 Penalty: 3480.040771
	Iteration 25Q: 3 clusters Score -2310172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 44074 members 
Entering Unmasked Estep 
Score: -2310174.500000 Penalty: 3480.040771
	Iteration 26Q: 3 clusters Score -2310174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 44086 members 
Entering Unmasked Estep 
Score: -2310183.750000 Penalty: 3480.040771
	Iteration 27Q: 3 clusters Score -2310184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -2310191.500000 Penalty: 3480.040771
	Iteration 28Q: 3 clusters Score -2310192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 44101 members 
Entering Unmasked Estep 
Score: -2310194.250000 Penalty: 3480.040771
	Iteration 29Q: 3 clusters Score -2310194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 44106 members 
Entering Unmasked Estep 
Score: -2310193.750000 Penalty: 3480.040771
	Iteration 30Q: 3 clusters Score -2310194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 44114 members 
Entering Unmasked Estep 
Score: -2310193.750000 Penalty: 3480.040771
	Iteration 31Q: 3 clusters Score -2310194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -2310202.000000 Penalty: 3480.040771
	Iteration 32Q: 3 clusters Score -2310202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 44129 members 
Entering Unmasked Estep 
Score: -2310208.750000 Penalty: 3480.040771
	Iteration 33Q: 3 clusters Score -2310209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -2310216.000000 Penalty: 3480.040771
	Iteration 34Q: 3 clusters Score -2310216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 44145 members 
Entering Unmasked Estep 
Score: -2310218.000000 Penalty: 3480.040771
	Iteration 35Q: 3 clusters Score -2310218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 44154 members 
Entering Unmasked Estep 
Score: -2310224.750000 Penalty: 3480.040771
	Iteration 36Q: 3 clusters Score -2310225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44163 members 
Entering Unmasked Estep 
Score: -2310236.250000 Penalty: 3480.040771
	Iteration 37Q: 3 clusters Score -2310236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -2310241.750000 Penalty: 3480.040771
	Iteration 38Q: 3 clusters Score -2310242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 44179 members 
Entering Unmasked Estep 
Score: -2310243.750000 Penalty: 3480.040771
	Iteration 39Q: 3 clusters Score -2310244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -2310250.000000 Penalty: 3480.040771
	Iteration 40F: 3 clusters Score -2310250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 44193 members 
Entering Unmasked Estep 
Score: -2310258.750000 Penalty: 3480.040771
	Iteration 41Q: 3 clusters Score -2310259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 44196 members 
Entering Unmasked Estep 
Score: -2310262.500000 Penalty: 3480.040771
	Iteration 42Q: 3 clusters Score -2310262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -2310260.500000 Penalty: 3480.040771
	Iteration 43Q: 3 clusters Score -2310260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -2310263.750000 Penalty: 3480.040771
	Iteration 44Q: 3 clusters Score -2310264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -2310266.250000 Penalty: 3480.040771
	Iteration 45Q: 3 clusters Score -2310266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 44219 members 
Entering Unmasked Estep 
Score: -2310272.750000 Penalty: 3480.040771
	Iteration 46Q: 3 clusters Score -2310273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 44222 members 
Entering Unmasked Estep 
Score: -2310273.500000 Penalty: 3480.040771
	Iteration 47Q: 3 clusters Score -2310274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 44224 members 
Entering Unmasked Estep 
Score: -2310275.500000 Penalty: 3480.040771
	Iteration 48Q: 3 clusters Score -2310276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 44226 members 
Entering Unmasked Estep 
Score: -2310275.250000 Penalty: 3480.040771
	Iteration 49Q: 3 clusters Score -2310275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 44226 members 
Entering Unmasked Estep 
Score: -2310275.250000 Penalty: 3480.040771
	Iteration 50F: 3 clusters Score -2310275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Entering Unmasked Estep 
Score: -589666.437500 Penalty: 1516.684448
	Iteration 0F: 2 clusters Score -589666.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -581701.375000 Penalty: 3033.368896
	Iteration 0F: 3 clusters Score -581701.4 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -584227.937500 Penalty: 3033.368896
	Iteration 1F: 3 clusters Score -584227.9 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -584429.250000 Penalty: 3033.368896
	Iteration 2F: 3 clusters Score -584429.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -584604.812500 Penalty: 3033.368896
	Iteration 3Q: 3 clusters Score -584604.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -584744.562500 Penalty: 3033.368896
	Iteration 4Q: 3 clusters Score -584744.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -584868.062500 Penalty: 3033.368896
	Iteration 5Q: 3 clusters Score -584868.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -584982.750000 Penalty: 3033.368896
	Iteration 6Q: 3 clusters Score -584982.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -585145.750000 Penalty: 3033.368896
	Iteration 7Q: 3 clusters Score -585145.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -585342.375000 Penalty: 3033.368896
	Iteration 8Q: 3 clusters Score -585342.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -585613.125000 Penalty: 3033.368896
	Iteration 9Q: 3 clusters Score -585613.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -585998.062500 Penalty: 3033.368896
	Iteration 10Q: 3 clusters Score -585998.1 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -586558.312500 Penalty: 3033.368896
	Iteration 11F: 3 clusters Score -586558.3 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -587270.500000 Penalty: 3033.368896
	Iteration 12F: 3 clusters Score -587270.5 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -587983.312500 Penalty: 3033.368896
	Iteration 13F: 3 clusters Score -587983.3 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -588492.812500 Penalty: 3033.368896
	Iteration 14Q: 3 clusters Score -588492.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -588765.875000 Penalty: 3033.368896
	Iteration 15Q: 3 clusters Score -588765.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -588889.250000 Penalty: 3033.368896
	Iteration 16Q: 3 clusters Score -588889.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -588975.000000 Penalty: 3033.368896
	Iteration 17Q: 3 clusters Score -588975 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -589041.312500 Penalty: 3033.368896
	Iteration 18Q: 3 clusters Score -589041.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -589101.875000 Penalty: 3033.368896
	Iteration 19Q: 3 clusters Score -589101.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -589157.500000 Penalty: 3033.368896
	Iteration 20F: 3 clusters Score -589157.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -589206.062500 Penalty: 3033.368896
	Iteration 21Q: 3 clusters Score -589206.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -589251.375000 Penalty: 3033.368896
	Iteration 22Q: 3 clusters Score -589251.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -589296.062500 Penalty: 3033.368896
	Iteration 23Q: 3 clusters Score -589296.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -589348.500000 Penalty: 3033.368896
	Iteration 24Q: 3 clusters Score -589348.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -589401.937500 Penalty: 3033.368896
	Iteration 25Q: 3 clusters Score -589401.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -589440.187500 Penalty: 3033.368896
	Iteration 26Q: 3 clusters Score -589440.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -589473.125000 Penalty: 3033.368896
	Iteration 27Q: 3 clusters Score -589473.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -589508.062500 Penalty: 3033.368896
	Iteration 28Q: 3 clusters Score -589508.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -589536.312500 Penalty: 3033.368896
	Iteration 29Q: 3 clusters Score -589536.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -589555.437500 Penalty: 3033.368896
	Iteration 30Q: 3 clusters Score -589555.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -589570.812500 Penalty: 3033.368896
	Iteration 31Q: 3 clusters Score -589570.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -589585.000000 Penalty: 3033.368896
	Iteration 32Q: 3 clusters Score -589585 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -589594.125000 Penalty: 3033.368896
	Iteration 33Q: 3 clusters Score -589594.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -589599.625000 Penalty: 3033.368896
	Iteration 34Q: 3 clusters Score -589599.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -589603.750000 Penalty: 3033.368896
	Iteration 35Q: 3 clusters Score -589603.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -589604.187500 Penalty: 3033.368896
	Iteration 36Q: 3 clusters Score -589604.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -589606.062500 Penalty: 3033.368896
	Iteration 37Q: 3 clusters Score -589606.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -589608.437500 Penalty: 3033.368896
	Iteration 38Q: 3 clusters Score -589608.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -589608.250000 Penalty: 3033.368896
	Iteration 39Q: 3 clusters Score -589608.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -589609.437500 Penalty: 3033.368896
	Iteration 40F: 3 clusters Score -589609.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -589608.625000 Penalty: 3033.368896
	Iteration 41Q: 3 clusters Score -589608.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -589608.375000 Penalty: 3033.368896
	Iteration 42Q: 3 clusters Score -589608.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -589608.750000 Penalty: 3033.368896
	Iteration 43Q: 3 clusters Score -589608.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -589608.750000 Penalty: 3033.368896
	Iteration 44F: 3 clusters Score -589608.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Entering Unmasked Estep 
Score: -486696.250000 Penalty: 1477.487793
	Iteration 0F: 2 clusters Score -486696.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -480252.500000 Penalty: 2954.975586
	Iteration 0F: 3 clusters Score -480252.5 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -482196.281250 Penalty: 2954.975586
	Iteration 1F: 3 clusters Score -482196.3 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -482424.125000 Penalty: 2954.975586
	Iteration 2F: 3 clusters Score -482424.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -482610.656250 Penalty: 2954.975586
	Iteration 3Q: 3 clusters Score -482610.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -482749.468750 Penalty: 2954.975586
	Iteration 4Q: 3 clusters Score -482749.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -482856.125000 Penalty: 2954.975586
	Iteration 5Q: 3 clusters Score -482856.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -482951.281250 Penalty: 2954.975586
	Iteration 6Q: 3 clusters Score -482951.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -483044.406250 Penalty: 2954.975586
	Iteration 7Q: 3 clusters Score -483044.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -483148.437500 Penalty: 2954.975586
	Iteration 8Q: 3 clusters Score -483148.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -483283.625000 Penalty: 2954.975586
	Iteration 9Q: 3 clusters Score -483283.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -483432.968750 Penalty: 2954.975586
	Iteration 10Q: 3 clusters Score -483433 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -483601.937500 Penalty: 2954.975586
	Iteration 11Q: 3 clusters Score -483601.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -483760.406250 Penalty: 2954.975586
	Iteration 12Q: 3 clusters Score -483760.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -483917.968750 Penalty: 2954.975586
	Iteration 13Q: 3 clusters Score -483918 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -484071.156250 Penalty: 2954.975586
	Iteration 14Q: 3 clusters Score -484071.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -484231.718750 Penalty: 2954.975586
	Iteration 15Q: 3 clusters Score -484231.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -484385.312500 Penalty: 2954.975586
	Iteration 16Q: 3 clusters Score -484385.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -484514.062500 Penalty: 2954.975586
	Iteration 17Q: 3 clusters Score -484514.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -484636.781250 Penalty: 2954.975586
	Iteration 18Q: 3 clusters Score -484636.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -484721.000000 Penalty: 2954.975586
	Iteration 19Q: 3 clusters Score -484721 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -484784.718750 Penalty: 2954.975586
	Iteration 20F: 3 clusters Score -484784.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -484845.968750 Penalty: 2954.975586
	Iteration 21Q: 3 clusters Score -484846 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -484898.843750 Penalty: 2954.975586
	Iteration 22Q: 3 clusters Score -484898.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -484936.281250 Penalty: 2954.975586
	Iteration 23Q: 3 clusters Score -484936.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -484974.968750 Penalty: 2954.975586
	Iteration 24Q: 3 clusters Score -484975 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -485013.687500 Penalty: 2954.975586
	Iteration 25Q: 3 clusters Score -485013.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -485046.812500 Penalty: 2954.975586
	Iteration 26Q: 3 clusters Score -485046.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -485074.718750 Penalty: 2954.975586
	Iteration 27Q: 3 clusters Score -485074.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -485103.687500 Penalty: 2954.975586
	Iteration 28Q: 3 clusters Score -485103.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -485134.187500 Penalty: 2954.975586
	Iteration 29Q: 3 clusters Score -485134.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -485164.062500 Penalty: 2954.975586
	Iteration 30Q: 3 clusters Score -485164.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -485192.656250 Penalty: 2954.975586
	Iteration 31Q: 3 clusters Score -485192.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -485224.656250 Penalty: 2954.975586
	Iteration 32Q: 3 clusters Score -485224.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -485248.062500 Penalty: 2954.975586
	Iteration 33Q: 3 clusters Score -485248.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -485266.531250 Penalty: 2954.975586
	Iteration 34Q: 3 clusters Score -485266.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -485282.968750 Penalty: 2954.975586
	Iteration 35Q: 3 clusters Score -485283 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -485297.468750 Penalty: 2954.975586
	Iteration 36Q: 3 clusters Score -485297.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -485314.375000 Penalty: 2954.975586
	Iteration 37Q: 3 clusters Score -485314.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -485322.406250 Penalty: 2954.975586
	Iteration 38Q: 3 clusters Score -485322.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -485331.375000 Penalty: 2954.975586
	Iteration 39Q: 3 clusters Score -485331.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -485336.250000 Penalty: 2954.975586
	Iteration 40F: 3 clusters Score -485336.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -485340.187500 Penalty: 2954.975586
	Iteration 41Q: 3 clusters Score -485340.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -485341.750000 Penalty: 2954.975586
	Iteration 42Q: 3 clusters Score -485341.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -485344.531250 Penalty: 2954.975586
	Iteration 43Q: 3 clusters Score -485344.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -485347.031250 Penalty: 2954.975586
	Iteration 44Q: 3 clusters Score -485347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -485350.812500 Penalty: 2954.975586
	Iteration 45Q: 3 clusters Score -485350.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -485355.156250 Penalty: 2954.975586
	Iteration 46Q: 3 clusters Score -485355.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -485358.968750 Penalty: 2954.975586
	Iteration 47Q: 3 clusters Score -485359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -485362.187500 Penalty: 2954.975586
	Iteration 48Q: 3 clusters Score -485362.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -485366.500000 Penalty: 2954.975586
	Iteration 49Q: 3 clusters Score -485366.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -485372.218750 Penalty: 2954.975586
	Iteration 50Q: 3 clusters Score -485372.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -485376.906250 Penalty: 2954.975586
	Iteration 51Q: 3 clusters Score -485376.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -485381.968750 Penalty: 2954.975586
	Iteration 52Q: 3 clusters Score -485382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -485388.218750 Penalty: 2954.975586
	Iteration 53Q: 3 clusters Score -485388.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -485393.187500 Penalty: 2954.975586
	Iteration 54Q: 3 clusters Score -485393.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -485394.937500 Penalty: 2954.975586
	Iteration 55Q: 3 clusters Score -485394.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -485398.125000 Penalty: 2954.975586
	Iteration 56Q: 3 clusters Score -485398.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -485402.093750 Penalty: 2954.975586
	Iteration 57Q: 3 clusters Score -485402.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -485402.593750 Penalty: 2954.975586
	Iteration 58Q: 3 clusters Score -485402.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -485403.437500 Penalty: 2954.975586
	Iteration 59Q: 3 clusters Score -485403.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -485403.000000 Penalty: 2954.975586
	Iteration 60F: 3 clusters Score -485403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -485403.625000 Penalty: 2954.975586
	Iteration 61Q: 3 clusters Score -485403.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -485403.625000 Penalty: 2954.975586
	Iteration 62Q: 3 clusters Score -485403.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -485405.031250 Penalty: 2954.975586
	Iteration 63Q: 3 clusters Score -485405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -485405.125000 Penalty: 2954.975586
	Iteration 64Q: 3 clusters Score -485405.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -485406.187500 Penalty: 2954.975586
	Iteration 65Q: 3 clusters Score -485406.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -485407.875000 Penalty: 2954.975586
	Iteration 66Q: 3 clusters Score -485407.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -485409.875000 Penalty: 2954.975586
	Iteration 67Q: 3 clusters Score -485409.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -485411.375000 Penalty: 2954.975586
	Iteration 68Q: 3 clusters Score -485411.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -485412.281250 Penalty: 2954.975586
	Iteration 69Q: 3 clusters Score -485412.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -485412.875000 Penalty: 2954.975586
	Iteration 70Q: 3 clusters Score -485412.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -485416.250000 Penalty: 2954.975586
	Iteration 71Q: 3 clusters Score -485416.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -485418.687500 Penalty: 2954.975586
	Iteration 72Q: 3 clusters Score -485418.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -485422.562500 Penalty: 2954.975586
	Iteration 73Q: 3 clusters Score -485422.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -485424.968750 Penalty: 2954.975586
	Iteration 74Q: 3 clusters Score -485425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -485429.562500 Penalty: 2954.975586
	Iteration 75Q: 3 clusters Score -485429.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -485432.437500 Penalty: 2954.975586
	Iteration 76Q: 3 clusters Score -485432.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -485436.000000 Penalty: 2954.975586
	Iteration 77Q: 3 clusters Score -485436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -485441.000000 Penalty: 2954.975586
	Iteration 78Q: 3 clusters Score -485441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -485444.062500 Penalty: 2954.975586
	Iteration 79Q: 3 clusters Score -485444.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -485444.843750 Penalty: 2954.975586
	Iteration 80F: 3 clusters Score -485444.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -485446.218750 Penalty: 2954.975586
	Iteration 81Q: 3 clusters Score -485446.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -485446.625000 Penalty: 2954.975586
	Iteration 82Q: 3 clusters Score -485446.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -485446.625000 Penalty: 2954.975586
	Iteration 83F: 3 clusters Score -485446.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Entering Unmasked Estep 
Score: -203385.359375 Penalty: 1361.637817
	Iteration 0F: 2 clusters Score -203385.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -199819.859375 Penalty: 2723.275635
	Iteration 0F: 3 clusters Score -199819.9 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -200788.218750 Penalty: 2723.275635
	Iteration 1F: 3 clusters Score -200788.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -201021.828125 Penalty: 2723.275635
	Iteration 2F: 3 clusters Score -201021.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -201206.546875 Penalty: 2723.275635
	Iteration 3F: 3 clusters Score -201206.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -201379.390625 Penalty: 2723.275635
	Iteration 4F: 3 clusters Score -201379.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -201542.156250 Penalty: 2723.275635
	Iteration 5F: 3 clusters Score -201542.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -201678.765625 Penalty: 2723.275635
	Iteration 6Q: 3 clusters Score -201678.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -201766.000000 Penalty: 2723.275635
	Iteration 7Q: 3 clusters Score -201766 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -201839.609375 Penalty: 2723.275635
	Iteration 8Q: 3 clusters Score -201839.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -201930.812500 Penalty: 2723.275635
	Iteration 9Q: 3 clusters Score -201930.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -202017.281250 Penalty: 2723.275635
	Iteration 10Q: 3 clusters Score -202017.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -202081.828125 Penalty: 2723.275635
	Iteration 11Q: 3 clusters Score -202081.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -202135.343750 Penalty: 2723.275635
	Iteration 12Q: 3 clusters Score -202135.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -202170.984375 Penalty: 2723.275635
	Iteration 13Q: 3 clusters Score -202171 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -202207.953125 Penalty: 2723.275635
	Iteration 14Q: 3 clusters Score -202208 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -202236.250000 Penalty: 2723.275635
	Iteration 15Q: 3 clusters Score -202236.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -202260.687500 Penalty: 2723.275635
	Iteration 16Q: 3 clusters Score -202260.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -202276.203125 Penalty: 2723.275635
	Iteration 17Q: 3 clusters Score -202276.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -202283.015625 Penalty: 2723.275635
	Iteration 18Q: 3 clusters Score -202283 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -202287.218750 Penalty: 2723.275635
	Iteration 19Q: 3 clusters Score -202287.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -202290.640625 Penalty: 2723.275635
	Iteration 20F: 3 clusters Score -202290.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -202292.515625 Penalty: 2723.275635
	Iteration 21Q: 3 clusters Score -202292.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -202293.046875 Penalty: 2723.275635
	Iteration 22Q: 3 clusters Score -202293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -202293.218750 Penalty: 2723.275635
	Iteration 23Q: 3 clusters Score -202293.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -202293.578125 Penalty: 2723.275635
	Iteration 24Q: 3 clusters Score -202293.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -202293.640625 Penalty: 2723.275635
	Iteration 25Q: 3 clusters Score -202293.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -202293.843750 Penalty: 2723.275635
	Iteration 26Q: 3 clusters Score -202293.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -202294.203125 Penalty: 2723.275635
	Iteration 27Q: 3 clusters Score -202294.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -202294.203125 Penalty: 2723.275635
	Iteration 28F: 3 clusters Score -202294.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Entering Unmasked Estep 
Score: -423595.218750 Penalty: 1459.543701
	Iteration 0F: 2 clusters Score -423595.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -417691.500000 Penalty: 2919.087402
	Iteration 0F: 3 clusters Score -417691.5 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -419541.906250 Penalty: 2919.087402
	Iteration 1F: 3 clusters Score -419541.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -419722.875000 Penalty: 2919.087402
	Iteration 2F: 3 clusters Score -419722.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -419857.500000 Penalty: 2919.087402
	Iteration 3Q: 3 clusters Score -419857.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -419966.125000 Penalty: 2919.087402
	Iteration 4Q: 3 clusters Score -419966.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -420062.937500 Penalty: 2919.087402
	Iteration 5Q: 3 clusters Score -420062.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -420178.437500 Penalty: 2919.087402
	Iteration 6Q: 3 clusters Score -420178.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -420320.218750 Penalty: 2919.087402
	Iteration 7Q: 3 clusters Score -420320.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -420481.562500 Penalty: 2919.087402
	Iteration 8Q: 3 clusters Score -420481.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -420655.343750 Penalty: 2919.087402
	Iteration 9Q: 3 clusters Score -420655.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -420887.781250 Penalty: 2919.087402
	Iteration 10Q: 3 clusters Score -420887.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -421198.250000 Penalty: 2919.087402
	Iteration 11Q: 3 clusters Score -421198.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -421499.437500 Penalty: 2919.087402
	Iteration 12Q: 3 clusters Score -421499.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -421771.656250 Penalty: 2919.087402
	Iteration 13Q: 3 clusters Score -421771.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -421977.281250 Penalty: 2919.087402
	Iteration 14Q: 3 clusters Score -421977.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -422115.343750 Penalty: 2919.087402
	Iteration 15Q: 3 clusters Score -422115.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -422178.843750 Penalty: 2919.087402
	Iteration 16Q: 3 clusters Score -422178.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -422227.531250 Penalty: 2919.087402
	Iteration 17Q: 3 clusters Score -422227.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -422266.187500 Penalty: 2919.087402
	Iteration 18Q: 3 clusters Score -422266.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -422303.468750 Penalty: 2919.087402
	Iteration 19Q: 3 clusters Score -422303.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -422327.281250 Penalty: 2919.087402
	Iteration 20F: 3 clusters Score -422327.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -422339.250000 Penalty: 2919.087402
	Iteration 21Q: 3 clusters Score -422339.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -422349.843750 Penalty: 2919.087402
	Iteration 22Q: 3 clusters Score -422349.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -422360.156250 Penalty: 2919.087402
	Iteration 23Q: 3 clusters Score -422360.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -422371.000000 Penalty: 2919.087402
	Iteration 24Q: 3 clusters Score -422371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -422379.500000 Penalty: 2919.087402
	Iteration 25Q: 3 clusters Score -422379.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -422385.843750 Penalty: 2919.087402
	Iteration 26Q: 3 clusters Score -422385.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -422390.968750 Penalty: 2919.087402
	Iteration 27Q: 3 clusters Score -422391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -422392.281250 Penalty: 2919.087402
	Iteration 28Q: 3 clusters Score -422392.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -422394.656250 Penalty: 2919.087402
	Iteration 29Q: 3 clusters Score -422394.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -422395.531250 Penalty: 2919.087402
	Iteration 30Q: 3 clusters Score -422395.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -422397.937500 Penalty: 2919.087402
	Iteration 31Q: 3 clusters Score -422397.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -422398.375000 Penalty: 2919.087402
	Iteration 32Q: 3 clusters Score -422398.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -422398.375000 Penalty: 2919.087402
	Iteration 33F: 3 clusters Score -422398.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Entering Unmasked Estep 
Score: -626793.750000 Penalty: 1534.943726
	Iteration 0F: 2 clusters Score -626793.8 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 6254 members 
Entering Unmasked Estep 
Score: -617919.687500 Penalty: 3069.887451
	Iteration 0F: 3 clusters Score -617919.7 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -620861.500000 Penalty: 3069.887451
	Iteration 1F: 3 clusters Score -620861.5 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -621162.250000 Penalty: 3069.887451
	Iteration 2F: 3 clusters Score -621162.2 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -621407.437500 Penalty: 3069.887451
	Iteration 3Q: 3 clusters Score -621407.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -621666.562500 Penalty: 3069.887451
	Iteration 4Q: 3 clusters Score -621666.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -622001.000000 Penalty: 3069.887451
	Iteration 5Q: 3 clusters Score -622001 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -622359.062500 Penalty: 3069.887451
	Iteration 6Q: 3 clusters Score -622359.1 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -622758.000000 Penalty: 3069.887451
	Iteration 7Q: 3 clusters Score -622758 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -623184.312500 Penalty: 3069.887451
	Iteration 8Q: 3 clusters Score -623184.3 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -623623.437500 Penalty: 3069.887451
	Iteration 9Q: 3 clusters Score -623623.4 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -624031.187500 Penalty: 3069.887451
	Iteration 10Q: 3 clusters Score -624031.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -624358.000000 Penalty: 3069.887451
	Iteration 11Q: 3 clusters Score -624358 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -624607.187500 Penalty: 3069.887451
	Iteration 12Q: 3 clusters Score -624607.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -624792.250000 Penalty: 3069.887451
	Iteration 13Q: 3 clusters Score -624792.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -624968.875000 Penalty: 3069.887451
	Iteration 14Q: 3 clusters Score -624968.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -625098.625000 Penalty: 3069.887451
	Iteration 15Q: 3 clusters Score -625098.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -625201.375000 Penalty: 3069.887451
	Iteration 16Q: 3 clusters Score -625201.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -625277.625000 Penalty: 3069.887451
	Iteration 17Q: 3 clusters Score -625277.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -625340.000000 Penalty: 3069.887451
	Iteration 18Q: 3 clusters Score -625340 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -625383.625000 Penalty: 3069.887451
	Iteration 19Q: 3 clusters Score -625383.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -625414.312500 Penalty: 3069.887451
	Iteration 20F: 3 clusters Score -625414.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -625446.125000 Penalty: 3069.887451
	Iteration 21Q: 3 clusters Score -625446.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -625473.812500 Penalty: 3069.887451
	Iteration 22Q: 3 clusters Score -625473.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -625487.750000 Penalty: 3069.887451
	Iteration 23Q: 3 clusters Score -625487.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -625496.437500 Penalty: 3069.887451
	Iteration 24Q: 3 clusters Score -625496.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -625498.000000 Penalty: 3069.887451
	Iteration 25Q: 3 clusters Score -625498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -625504.000000 Penalty: 3069.887451
	Iteration 26Q: 3 clusters Score -625504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -625511.750000 Penalty: 3069.887451
	Iteration 27Q: 3 clusters Score -625511.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -625515.687500 Penalty: 3069.887451
	Iteration 28Q: 3 clusters Score -625515.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -625522.250000 Penalty: 3069.887451
	Iteration 29Q: 3 clusters Score -625522.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -625528.437500 Penalty: 3069.887451
	Iteration 30Q: 3 clusters Score -625528.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -625536.187500 Penalty: 3069.887451
	Iteration 31Q: 3 clusters Score -625536.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -625541.125000 Penalty: 3069.887451
	Iteration 32Q: 3 clusters Score -625541.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -625545.937500 Penalty: 3069.887451
	Iteration 33Q: 3 clusters Score -625545.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -625546.812500 Penalty: 3069.887451
	Iteration 34Q: 3 clusters Score -625546.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -625546.937500 Penalty: 3069.887451
	Iteration 35Q: 3 clusters Score -625546.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -625549.125000 Penalty: 3069.887451
	Iteration 36Q: 3 clusters Score -625549.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -625549.062500 Penalty: 3069.887451
	Iteration 37Q: 3 clusters Score -625549.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -625549.375000 Penalty: 3069.887451
	Iteration 38Q: 3 clusters Score -625549.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -625549.375000 Penalty: 3069.887451
	Iteration 39F: 3 clusters Score -625549.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190027 members 
Mstep: Class 5 contains 26958 members 
Mstep: Class 6 contains 190236 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42236 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44704 members 
Mstep: Class 19 contains 11310 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085058.000000 Penalty: 30217.503906
Iteration 319Q: 15 clusters Score -2.908506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190027 members 
Mstep: Class 5 contains 26961 members 
Mstep: Class 6 contains 190236 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42236 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44706 members 
Mstep: Class 19 contains 11306 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085032.000000 Penalty: 30217.503906
Iteration 320F: 15 clusters Score -2.908503e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190025 members 
Mstep: Class 5 contains 26965 members 
Mstep: Class 6 contains 190236 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42236 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44709 members 
Mstep: Class 19 contains 11301 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085022.000000 Penalty: 30217.503906
Iteration 321Q: 15 clusters Score -2.908502e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190026 members 
Mstep: Class 5 contains 26964 members 
Mstep: Class 6 contains 190237 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42236 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44713 members 
Mstep: Class 19 contains 11296 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085020.000000 Penalty: 30217.503906
Iteration 322Q: 15 clusters Score -2.908502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190026 members 
Mstep: Class 5 contains 26966 members 
Mstep: Class 6 contains 190239 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42236 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44714 members 
Mstep: Class 19 contains 11292 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085014.000000 Penalty: 30217.503906
Iteration 323Q: 15 clusters Score -2.908501e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190026 members 
Mstep: Class 5 contains 26969 members 
Mstep: Class 6 contains 190237 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42237 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44715 members 
Mstep: Class 19 contains 11289 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085024.000000 Penalty: 30217.503906
Iteration 324Q: 15 clusters Score -2.908502e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190025 members 
Mstep: Class 5 contains 26972 members 
Mstep: Class 6 contains 190239 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42236 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44716 members 
Mstep: Class 19 contains 11285 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084996.000000 Penalty: 30217.503906
Iteration 325Q: 15 clusters Score -2.9085e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190025 members 
Mstep: Class 5 contains 26977 members 
Mstep: Class 6 contains 190239 members 
Mstep: Class 9 contains 2703 members 
Mstep: Class 10 contains 42236 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44717 members 
Mstep: Class 19 contains 11279 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085008.000000 Penalty: 30217.503906
Iteration 326Q: 15 clusters Score -2.908501e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190026 members 
Mstep: Class 5 contains 26979 members 
Mstep: Class 6 contains 190243 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42235 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44718 members 
Mstep: Class 19 contains 11271 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084994.000000 Penalty: 30217.503906
Iteration 327Q: 15 clusters Score -2.908499e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190027 members 
Mstep: Class 5 contains 26982 members 
Mstep: Class 6 contains 190246 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42235 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44720 members 
Mstep: Class 19 contains 11263 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085008.000000 Penalty: 30217.503906
Iteration 328Q: 15 clusters Score -2.908501e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190027 members 
Mstep: Class 5 contains 26983 members 
Mstep: Class 6 contains 190249 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42235 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44721 members 
Mstep: Class 19 contains 11258 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084998.000000 Penalty: 30217.503906
Iteration 329Q: 15 clusters Score -2.9085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190027 members 
Mstep: Class 5 contains 26986 members 
Mstep: Class 6 contains 190250 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42234 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44722 members 
Mstep: Class 19 contains 11254 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085020.000000 Penalty: 30217.503906
Iteration 330Q: 15 clusters Score -2.908502e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190027 members 
Mstep: Class 5 contains 26986 members 
Mstep: Class 6 contains 190254 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42234 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44724 members 
Mstep: Class 19 contains 11249 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085014.000000 Penalty: 30217.503906
Iteration 331Q: 15 clusters Score -2.908501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190026 members 
Mstep: Class 5 contains 26986 members 
Mstep: Class 6 contains 190259 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42234 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44726 members 
Mstep: Class 19 contains 11244 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7956 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085000.000000 Penalty: 30217.503906
Iteration 332Q: 15 clusters Score -2.9085e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190026 members 
Mstep: Class 5 contains 26987 members 
Mstep: Class 6 contains 190262 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42234 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44728 members 
Mstep: Class 19 contains 11238 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7956 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084982.000000 Penalty: 30217.503906
Iteration 333Q: 15 clusters Score -2.908498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190026 members 
Mstep: Class 5 contains 26988 members 
Mstep: Class 6 contains 190265 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42234 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44729 members 
Mstep: Class 19 contains 11233 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7956 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084976.000000 Penalty: 30217.503906
Iteration 334Q: 15 clusters Score -2.908498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190026 members 
Mstep: Class 5 contains 26988 members 
Mstep: Class 6 contains 190268 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42234 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44730 members 
Mstep: Class 19 contains 11228 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7956 members 
Mstep: Class 23 contains 12655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084962.000000 Penalty: 30217.503906
Iteration 335Q: 15 clusters Score -2.908496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190026 members 
Mstep: Class 5 contains 26988 members 
Mstep: Class 6 contains 190272 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42234 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44731 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7956 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084966.000000 Penalty: 30217.503906
Iteration 336Q: 15 clusters Score -2.908497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190026 members 
Mstep: Class 5 contains 26988 members 
Mstep: Class 6 contains 190274 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42234 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44734 members 
Mstep: Class 19 contains 11219 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7956 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084988.000000 Penalty: 30217.503906
Iteration 337Q: 15 clusters Score -2.908499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190026 members 
Mstep: Class 5 contains 26989 members 
Mstep: Class 6 contains 190273 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42234 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44736 members 
Mstep: Class 19 contains 11217 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7956 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085000.000000 Penalty: 30217.503906
Iteration 338Q: 15 clusters Score -2.9085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190026 members 
Mstep: Class 5 contains 26992 members 
Mstep: Class 6 contains 190273 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42234 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44736 members 
Mstep: Class 19 contains 11214 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7956 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085008.000000 Penalty: 30217.503906
Iteration 339Q: 15 clusters Score -2.908501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190026 members 
Mstep: Class 5 contains 26993 members 
Mstep: Class 6 contains 190271 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42234 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44737 members 
Mstep: Class 19 contains 11214 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7956 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085016.000000 Penalty: 30217.503906
Iteration 340F: 15 clusters Score -2.908502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190026 members 
Mstep: Class 5 contains 26994 members 
Mstep: Class 6 contains 190270 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42234 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44738 members 
Mstep: Class 19 contains 11213 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7956 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085010.000000 Penalty: 30217.503906
Iteration 341Q: 15 clusters Score -2.908501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190026 members 
Mstep: Class 5 contains 26995 members 
Mstep: Class 6 contains 190270 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42234 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44738 members 
Mstep: Class 19 contains 11212 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7956 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085024.000000 Penalty: 30217.503906
Iteration 342Q: 15 clusters Score -2.908502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190026 members 
Mstep: Class 5 contains 26996 members 
Mstep: Class 6 contains 190269 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42234 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44738 members 
Mstep: Class 19 contains 11212 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7956 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085022.000000 Penalty: 30217.503906
Iteration 343Q: 15 clusters Score -2.908502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 4 contains 190026 members 
Mstep: Class 5 contains 26996 members 
Mstep: Class 6 contains 190269 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 42234 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 17 contains 44738 members 
Mstep: Class 19 contains 11212 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 7956 members 
Mstep: Class 23 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085022.000000 Penalty: 30217.503906
Iteration 344F: 15 clusters Score -2.908502e+07 nChanged 0
Entering ConstructFrom: 
Score: -29085022.000000 Penalty: 30217.503906
Entering ConstructFrom: 
Trying to split cluster 1 (32747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Entering Unmasked Estep 
Score: -1736510.375000 Penalty: 1689.442017
	Iteration 0F: 2 clusters Score -1736510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -1714574.750000 Penalty: 3378.884033
	Iteration 0F: 3 clusters Score -1714575 nChanged 15146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -1723050.000000 Penalty: 3378.884033
	Iteration 1F: 3 clusters Score -1723050 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1723604.500000 Penalty: 3378.884033
	Iteration 2Q: 3 clusters Score -1723604 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1724281.625000 Penalty: 3378.884033
	Iteration 3Q: 3 clusters Score -1724282 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1725280.375000 Penalty: 3378.884033
	Iteration 4F: 3 clusters Score -1725280 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1726769.000000 Penalty: 3378.884033
	Iteration 5F: 3 clusters Score -1726769 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1728828.500000 Penalty: 3378.884033
	Iteration 6F: 3 clusters Score -1728828 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1731161.375000 Penalty: 3378.884033
	Iteration 7F: 3 clusters Score -1731161 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1733026.500000 Penalty: 3378.884033
	Iteration 8F: 3 clusters Score -1733026 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1734035.375000 Penalty: 3378.884033
	Iteration 9Q: 3 clusters Score -1734035 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1734527.250000 Penalty: 3378.884033
	Iteration 10Q: 3 clusters Score -1734527 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1734739.250000 Penalty: 3378.884033
	Iteration 11Q: 3 clusters Score -1734739 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1734861.625000 Penalty: 3378.884033
	Iteration 12Q: 3 clusters Score -1734862 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1734952.250000 Penalty: 3378.884033
	Iteration 13Q: 3 clusters Score -1734952 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1735014.000000 Penalty: 3378.884033
	Iteration 14Q: 3 clusters Score -1735014 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1735053.750000 Penalty: 3378.884033
	Iteration 15Q: 3 clusters Score -1735054 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1735081.125000 Penalty: 3378.884033
	Iteration 16Q: 3 clusters Score -1735081 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1735101.750000 Penalty: 3378.884033
	Iteration 17Q: 3 clusters Score -1735102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1735115.750000 Penalty: 3378.884033
	Iteration 18Q: 3 clusters Score -1735116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1735133.875000 Penalty: 3378.884033
	Iteration 19Q: 3 clusters Score -1735134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1735146.500000 Penalty: 3378.884033
	Iteration 20F: 3 clusters Score -1735146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1735157.875000 Penalty: 3378.884033
	Iteration 21Q: 3 clusters Score -1735158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1735174.875000 Penalty: 3378.884033
	Iteration 22Q: 3 clusters Score -1735175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1735184.250000 Penalty: 3378.884033
	Iteration 23Q: 3 clusters Score -1735184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1735193.625000 Penalty: 3378.884033
	Iteration 24Q: 3 clusters Score -1735194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32229 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1735208.625000 Penalty: 3378.884033
	Iteration 25Q: 3 clusters Score -1735209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1735215.500000 Penalty: 3378.884033
	Iteration 26Q: 3 clusters Score -1735216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1735221.875000 Penalty: 3378.884033
	Iteration 27Q: 3 clusters Score -1735222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1735228.000000 Penalty: 3378.884033
	Iteration 28Q: 3 clusters Score -1735228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1735232.500000 Penalty: 3378.884033
	Iteration 29Q: 3 clusters Score -1735232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1735236.000000 Penalty: 3378.884033
	Iteration 30Q: 3 clusters Score -1735236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1735244.000000 Penalty: 3378.884033
	Iteration 31Q: 3 clusters Score -1735244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1735258.375000 Penalty: 3378.884033
	Iteration 32Q: 3 clusters Score -1735258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1735265.750000 Penalty: 3378.884033
	Iteration 33Q: 3 clusters Score -1735266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1735270.375000 Penalty: 3378.884033
	Iteration 34Q: 3 clusters Score -1735270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1735269.000000 Penalty: 3378.884033
	Iteration 35Q: 3 clusters Score -1735269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1735270.000000 Penalty: 3378.884033
	Iteration 36Q: 3 clusters Score -1735270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1735271.875000 Penalty: 3378.884033
	Iteration 37Q: 3 clusters Score -1735272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1735271.875000 Penalty: 3378.884033
	Iteration 38F: 3 clusters Score -1735272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Entering Unmasked Estep 
Score: -112518.570312 Penalty: 1268.190796
	Iteration 0F: 2 clusters Score -112518.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -110118.820312 Penalty: 2536.381592
	Iteration 0F: 3 clusters Score -110118.8 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -110619.351562 Penalty: 2536.381592
	Iteration 1F: 3 clusters Score -110619.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -110732.132812 Penalty: 2536.381592
	Iteration 2F: 3 clusters Score -110732.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -110798.804688 Penalty: 2536.381592
	Iteration 3Q: 3 clusters Score -110798.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -110838.078125 Penalty: 2536.381592
	Iteration 4Q: 3 clusters Score -110838.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -110865.062500 Penalty: 2536.381592
	Iteration 5Q: 3 clusters Score -110865.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -110894.921875 Penalty: 2536.381592
	Iteration 6Q: 3 clusters Score -110894.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -110923.460938 Penalty: 2536.381592
	Iteration 7Q: 3 clusters Score -110923.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -110947.140625 Penalty: 2536.381592
	Iteration 8Q: 3 clusters Score -110947.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -110973.710938 Penalty: 2536.381592
	Iteration 9Q: 3 clusters Score -110973.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -111003.250000 Penalty: 2536.381592
	Iteration 10Q: 3 clusters Score -111003.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -111052.781250 Penalty: 2536.381592
	Iteration 11Q: 3 clusters Score -111052.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -111134.382812 Penalty: 2536.381592
	Iteration 12Q: 3 clusters Score -111134.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -111251.835938 Penalty: 2536.381592
	Iteration 13Q: 3 clusters Score -111251.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -111347.062500 Penalty: 2536.381592
	Iteration 14Q: 3 clusters Score -111347.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -111418.437500 Penalty: 2536.381592
	Iteration 15Q: 3 clusters Score -111418.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -111473.492188 Penalty: 2536.381592
	Iteration 16Q: 3 clusters Score -111473.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -111517.960938 Penalty: 2536.381592
	Iteration 17Q: 3 clusters Score -111518 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -111548.476562 Penalty: 2536.381592
	Iteration 18Q: 3 clusters Score -111548.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -111571.125000 Penalty: 2536.381592
	Iteration 19Q: 3 clusters Score -111571.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -111596.156250 Penalty: 2536.381592
	Iteration 20F: 3 clusters Score -111596.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -111625.093750 Penalty: 2536.381592
	Iteration 21Q: 3 clusters Score -111625.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -111642.148438 Penalty: 2536.381592
	Iteration 22Q: 3 clusters Score -111642.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -111653.671875 Penalty: 2536.381592
	Iteration 23Q: 3 clusters Score -111653.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -111665.531250 Penalty: 2536.381592
	Iteration 24Q: 3 clusters Score -111665.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -111675.796875 Penalty: 2536.381592
	Iteration 25Q: 3 clusters Score -111675.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -111684.226562 Penalty: 2536.381592
	Iteration 26Q: 3 clusters Score -111684.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -111693.195312 Penalty: 2536.381592
	Iteration 27Q: 3 clusters Score -111693.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -111700.625000 Penalty: 2536.381592
	Iteration 28Q: 3 clusters Score -111700.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -111705.445312 Penalty: 2536.381592
	Iteration 29Q: 3 clusters Score -111705.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -111707.375000 Penalty: 2536.381592
	Iteration 30Q: 3 clusters Score -111707.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -111709.054688 Penalty: 2536.381592
	Iteration 31Q: 3 clusters Score -111709.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -111711.101562 Penalty: 2536.381592
	Iteration 32Q: 3 clusters Score -111711.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -111713.468750 Penalty: 2536.381592
	Iteration 33Q: 3 clusters Score -111713.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -111713.468750 Penalty: 2536.381592
	Iteration 34F: 3 clusters Score -111713.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (190026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190026 members 
Entering Unmasked Estep 
Score: -9973918.000000 Penalty: 1975.173828
	Iteration 0F: 2 clusters Score -9973918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95090 members 
Mstep: Class 2 contains 94936 members 
Entering Unmasked Estep 
Score: -9845918.000000 Penalty: 3950.347656
	Iteration 0F: 3 clusters Score -9845918 nChanged 92155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97441 members 
Mstep: Class 2 contains 92585 members 
Entering Unmasked Estep 
Score: -9900130.000000 Penalty: 3950.347656
	Iteration 1F: 3 clusters Score -9900130 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98647 members 
Mstep: Class 2 contains 91379 members 
Entering Unmasked Estep 
Score: -9900898.000000 Penalty: 3950.347656
	Iteration 2Q: 3 clusters Score -9900898 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100679 members 
Mstep: Class 2 contains 89347 members 
Entering Unmasked Estep 
Score: -9901694.000000 Penalty: 3950.347656
	Iteration 3Q: 3 clusters Score -9901694 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103817 members 
Mstep: Class 2 contains 86209 members 
Entering Unmasked Estep 
Score: -9902807.000000 Penalty: 3950.347656
	Iteration 4Q: 3 clusters Score -9902807 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108731 members 
Mstep: Class 2 contains 81295 members 
Entering Unmasked Estep 
Score: -9904928.000000 Penalty: 3950.347656
	Iteration 5Q: 3 clusters Score -9904928 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116202 members 
Mstep: Class 2 contains 73824 members 
Entering Unmasked Estep 
Score: -9908525.000000 Penalty: 3950.347656
	Iteration 6Q: 3 clusters Score -9908525 nChanged 11131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126999 members 
Mstep: Class 2 contains 63027 members 
Entering Unmasked Estep 
Score: -9915517.000000 Penalty: 3950.347656
	Iteration 7F: 3 clusters Score -9915517 nChanged 14366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141251 members 
Mstep: Class 2 contains 48775 members 
Entering Unmasked Estep 
Score: -9927079.000000 Penalty: 3950.347656
	Iteration 8F: 3 clusters Score -9927079 nChanged 15660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156869 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -9942012.000000 Penalty: 3950.347656
	Iteration 9F: 3 clusters Score -9942012 nChanged 13478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170333 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -9955127.000000 Penalty: 3950.347656
	Iteration 10F: 3 clusters Score -9955127 nChanged 8995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179320 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -9963619.000000 Penalty: 3950.347656
	Iteration 11Q: 3 clusters Score -9963619 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184517 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -9968313.000000 Penalty: 3950.347656
	Iteration 12Q: 3 clusters Score -9968313 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187068 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -9970431.000000 Penalty: 3950.347656
	Iteration 13Q: 3 clusters Score -9970431 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188240 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -9971349.000000 Penalty: 3950.347656
	Iteration 14Q: 3 clusters Score -9971349 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188772 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -9971808.000000 Penalty: 3950.347656
	Iteration 15Q: 3 clusters Score -9971808 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189026 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -9972067.000000 Penalty: 3950.347656
	Iteration 16Q: 3 clusters Score -9972067 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189122 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -9972185.000000 Penalty: 3950.347656
	Iteration 17Q: 3 clusters Score -9972185 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189188 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -9972253.000000 Penalty: 3950.347656
	Iteration 18Q: 3 clusters Score -9972253 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189223 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -9972292.000000 Penalty: 3950.347656
	Iteration 19Q: 3 clusters Score -9972292 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189260 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -9972311.000000 Penalty: 3950.347656
	Iteration 20F: 3 clusters Score -9972311 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189279 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -9972341.000000 Penalty: 3950.347656
	Iteration 21Q: 3 clusters Score -9972341 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189305 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -9972359.000000 Penalty: 3950.347656
	Iteration 22Q: 3 clusters Score -9972359 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189312 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -9972390.000000 Penalty: 3950.347656
	Iteration 23Q: 3 clusters Score -9972390 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189315 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -9972402.000000 Penalty: 3950.347656
	Iteration 24Q: 3 clusters Score -9972402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189323 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -9972422.000000 Penalty: 3950.347656
	Iteration 25Q: 3 clusters Score -9972422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189333 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -9972432.000000 Penalty: 3950.347656
	Iteration 26Q: 3 clusters Score -9972432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189343 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -9972441.000000 Penalty: 3950.347656
	Iteration 27Q: 3 clusters Score -9972441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189347 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -9972446.000000 Penalty: 3950.347656
	Iteration 28Q: 3 clusters Score -9972446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189346 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -9972445.000000 Penalty: 3950.347656
	Iteration 29Q: 3 clusters Score -9972445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189345 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -9972455.000000 Penalty: 3950.347656
	Iteration 30Q: 3 clusters Score -9972455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189350 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -9972460.000000 Penalty: 3950.347656
	Iteration 31Q: 3 clusters Score -9972460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189357 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -9972466.000000 Penalty: 3950.347656
	Iteration 32Q: 3 clusters Score -9972466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189359 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -9972476.000000 Penalty: 3950.347656
	Iteration 33Q: 3 clusters Score -9972476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189365 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -9972485.000000 Penalty: 3950.347656
	Iteration 34Q: 3 clusters Score -9972485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189370 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -9972472.000000 Penalty: 3950.347656
	Iteration 35Q: 3 clusters Score -9972472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189370 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -9972483.000000 Penalty: 3950.347656
	Iteration 36Q: 3 clusters Score -9972483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189370 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -9972484.000000 Penalty: 3950.347656
	Iteration 37Q: 3 clusters Score -9972484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189374 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -9972488.000000 Penalty: 3950.347656
	Iteration 38Q: 3 clusters Score -9972488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189376 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -9972482.000000 Penalty: 3950.347656
	Iteration 39Q: 3 clusters Score -9972482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189374 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -9972483.000000 Penalty: 3950.347656
	Iteration 40F: 3 clusters Score -9972483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189373 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -9972481.000000 Penalty: 3950.347656
	Iteration 41Q: 3 clusters Score -9972481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189375 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -9972479.000000 Penalty: 3950.347656
	Iteration 42Q: 3 clusters Score -9972479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189377 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -9972483.000000 Penalty: 3950.347656
	Iteration 43Q: 3 clusters Score -9972483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189377 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -9972482.000000 Penalty: 3950.347656
	Iteration 44Q: 3 clusters Score -9972482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189377 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -9972482.000000 Penalty: 3950.347656
	Iteration 45F: 3 clusters Score -9972482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Entering Unmasked Estep 
Score: -1394815.000000 Penalty: 1658.059570
	Iteration 0F: 2 clusters Score -1394815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1376482.250000 Penalty: 3316.119141
	Iteration 0F: 3 clusters Score -1376482 nChanged 12415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1383415.125000 Penalty: 3316.119141
	Iteration 1F: 3 clusters Score -1383415 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1383752.000000 Penalty: 3316.119141
	Iteration 2Q: 3 clusters Score -1383752 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1384123.750000 Penalty: 3316.119141
	Iteration 3Q: 3 clusters Score -1384124 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1384645.375000 Penalty: 3316.119141
	Iteration 4Q: 3 clusters Score -1384645 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1385328.750000 Penalty: 3316.119141
	Iteration 5Q: 3 clusters Score -1385329 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1386122.250000 Penalty: 3316.119141
	Iteration 6F: 3 clusters Score -1386122 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1386918.000000 Penalty: 3316.119141
	Iteration 7F: 3 clusters Score -1386918 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1387842.375000 Penalty: 3316.119141
	Iteration 8F: 3 clusters Score -1387842 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1388811.500000 Penalty: 3316.119141
	Iteration 9F: 3 clusters Score -1388812 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1389775.000000 Penalty: 3316.119141
	Iteration 10F: 3 clusters Score -1389775 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1390598.000000 Penalty: 3316.119141
	Iteration 11Q: 3 clusters Score -1390598 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1391191.625000 Penalty: 3316.119141
	Iteration 12Q: 3 clusters Score -1391192 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1391512.125000 Penalty: 3316.119141
	Iteration 13Q: 3 clusters Score -1391512 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1391711.250000 Penalty: 3316.119141
	Iteration 14Q: 3 clusters Score -1391711 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1391845.500000 Penalty: 3316.119141
	Iteration 15Q: 3 clusters Score -1391846 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1391956.625000 Penalty: 3316.119141
	Iteration 16Q: 3 clusters Score -1391957 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1392061.500000 Penalty: 3316.119141
	Iteration 17Q: 3 clusters Score -1392062 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1392157.250000 Penalty: 3316.119141
	Iteration 18Q: 3 clusters Score -1392157 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1392262.625000 Penalty: 3316.119141
	Iteration 19Q: 3 clusters Score -1392263 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1392362.000000 Penalty: 3316.119141
	Iteration 20F: 3 clusters Score -1392362 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1392443.500000 Penalty: 3316.119141
	Iteration 21Q: 3 clusters Score -1392444 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1392532.750000 Penalty: 3316.119141
	Iteration 22Q: 3 clusters Score -1392533 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1392619.875000 Penalty: 3316.119141
	Iteration 23Q: 3 clusters Score -1392620 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1392697.375000 Penalty: 3316.119141
	Iteration 24Q: 3 clusters Score -1392697 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1392774.250000 Penalty: 3316.119141
	Iteration 25Q: 3 clusters Score -1392774 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1392841.125000 Penalty: 3316.119141
	Iteration 26Q: 3 clusters Score -1392841 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1392918.250000 Penalty: 3316.119141
	Iteration 27Q: 3 clusters Score -1392918 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1392992.500000 Penalty: 3316.119141
	Iteration 28Q: 3 clusters Score -1392992 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1393047.875000 Penalty: 3316.119141
	Iteration 29Q: 3 clusters Score -1393048 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1393101.500000 Penalty: 3316.119141
	Iteration 30Q: 3 clusters Score -1393102 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1393163.375000 Penalty: 3316.119141
	Iteration 31Q: 3 clusters Score -1393163 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1393217.250000 Penalty: 3316.119141
	Iteration 32Q: 3 clusters Score -1393217 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1393270.625000 Penalty: 3316.119141
	Iteration 33Q: 3 clusters Score -1393271 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1393327.875000 Penalty: 3316.119141
	Iteration 34Q: 3 clusters Score -1393328 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1393364.500000 Penalty: 3316.119141
	Iteration 35Q: 3 clusters Score -1393364 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1393407.000000 Penalty: 3316.119141
	Iteration 36Q: 3 clusters Score -1393407 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1393449.000000 Penalty: 3316.119141
	Iteration 37Q: 3 clusters Score -1393449 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1393476.750000 Penalty: 3316.119141
	Iteration 38Q: 3 clusters Score -1393477 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1393507.875000 Penalty: 3316.119141
	Iteration 39Q: 3 clusters Score -1393508 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1393532.750000 Penalty: 3316.119141
	Iteration 40F: 3 clusters Score -1393533 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1393573.750000 Penalty: 3316.119141
	Iteration 41Q: 3 clusters Score -1393574 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1393599.250000 Penalty: 3316.119141
	Iteration 42Q: 3 clusters Score -1393599 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1393625.125000 Penalty: 3316.119141
	Iteration 43Q: 3 clusters Score -1393625 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1393655.250000 Penalty: 3316.119141
	Iteration 44Q: 3 clusters Score -1393655 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1393680.875000 Penalty: 3316.119141
	Iteration 45Q: 3 clusters Score -1393681 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1393697.125000 Penalty: 3316.119141
	Iteration 46Q: 3 clusters Score -1393697 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1393711.875000 Penalty: 3316.119141
	Iteration 47Q: 3 clusters Score -1393712 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1393722.500000 Penalty: 3316.119141
	Iteration 48Q: 3 clusters Score -1393722 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1393735.500000 Penalty: 3316.119141
	Iteration 49Q: 3 clusters Score -1393736 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1393741.750000 Penalty: 3316.119141
	Iteration 50Q: 3 clusters Score -1393742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1393748.750000 Penalty: 3316.119141
	Iteration 51Q: 3 clusters Score -1393749 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1393747.750000 Penalty: 3316.119141
	Iteration 52Q: 3 clusters Score -1393748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1393752.375000 Penalty: 3316.119141
	Iteration 53Q: 3 clusters Score -1393752 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1393759.500000 Penalty: 3316.119141
	Iteration 54Q: 3 clusters Score -1393760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1393769.000000 Penalty: 3316.119141
	Iteration 55Q: 3 clusters Score -1393769 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1393776.250000 Penalty: 3316.119141
	Iteration 56Q: 3 clusters Score -1393776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1393777.750000 Penalty: 3316.119141
	Iteration 57Q: 3 clusters Score -1393778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1393778.375000 Penalty: 3316.119141
	Iteration 58Q: 3 clusters Score -1393778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1393778.625000 Penalty: 3316.119141
	Iteration 59Q: 3 clusters Score -1393779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1393778.625000 Penalty: 3316.119141
	Iteration 60F: 3 clusters Score -1393779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1393781.125000 Penalty: 3316.119141
	Iteration 61Q: 3 clusters Score -1393781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1393781.250000 Penalty: 3316.119141
	Iteration 62Q: 3 clusters Score -1393781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1393781.250000 Penalty: 3316.119141
	Iteration 63F: 3 clusters Score -1393781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (190269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190269 members 
Entering Unmasked Estep 
Score: -9573039.000000 Penalty: 1975.381470
	Iteration 0F: 2 clusters Score -9573039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95136 members 
Mstep: Class 2 contains 95133 members 
Entering Unmasked Estep 
Score: -9445192.000000 Penalty: 3950.762939
	Iteration 0F: 3 clusters Score -9445192 nChanged 92277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94617 members 
Mstep: Class 2 contains 95652 members 
Entering Unmasked Estep 
Score: -9499482.000000 Penalty: 3950.762939
	Iteration 1F: 3 clusters Score -9499482 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94013 members 
Mstep: Class 2 contains 96256 members 
Entering Unmasked Estep 
Score: -9500345.000000 Penalty: 3950.762939
	Iteration 2Q: 3 clusters Score -9500345 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92960 members 
Mstep: Class 2 contains 97309 members 
Entering Unmasked Estep 
Score: -9501252.000000 Penalty: 3950.762939
	Iteration 3Q: 3 clusters Score -9501252 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91242 members 
Mstep: Class 2 contains 99027 members 
Entering Unmasked Estep 
Score: -9502503.000000 Penalty: 3950.762939
	Iteration 4Q: 3 clusters Score -9502503 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88644 members 
Mstep: Class 2 contains 101625 members 
Entering Unmasked Estep 
Score: -9504488.000000 Penalty: 3950.762939
	Iteration 5Q: 3 clusters Score -9504488 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85003 members 
Mstep: Class 2 contains 105266 members 
Entering Unmasked Estep 
Score: -9507230.000000 Penalty: 3950.762939
	Iteration 6Q: 3 clusters Score -9507230 nChanged 8668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80149 members 
Mstep: Class 2 contains 110120 members 
Entering Unmasked Estep 
Score: -9511004.000000 Penalty: 3950.762939
	Iteration 7Q: 3 clusters Score -9511004 nChanged 9749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74120 members 
Mstep: Class 2 contains 116149 members 
Entering Unmasked Estep 
Score: -9516346.000000 Penalty: 3950.762939
	Iteration 8F: 3 clusters Score -9516346 nChanged 10759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67349 members 
Mstep: Class 2 contains 122920 members 
Entering Unmasked Estep 
Score: -9523656.000000 Penalty: 3950.762939
	Iteration 9F: 3 clusters Score -9523656 nChanged 11217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60724 members 
Mstep: Class 2 contains 129545 members 
Entering Unmasked Estep 
Score: -9532076.000000 Penalty: 3950.762939
	Iteration 10F: 3 clusters Score -9532076 nChanged 10289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55401 members 
Mstep: Class 2 contains 134868 members 
Entering Unmasked Estep 
Score: -9539308.000000 Penalty: 3950.762939
	Iteration 11F: 3 clusters Score -9539308 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51553 members 
Mstep: Class 2 contains 138716 members 
Entering Unmasked Estep 
Score: -9543557.000000 Penalty: 3950.762939
	Iteration 12Q: 3 clusters Score -9543557 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48250 members 
Mstep: Class 2 contains 142019 members 
Entering Unmasked Estep 
Score: -9545713.000000 Penalty: 3950.762939
	Iteration 13Q: 3 clusters Score -9545713 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 145275 members 
Entering Unmasked Estep 
Score: -9547134.000000 Penalty: 3950.762939
	Iteration 14Q: 3 clusters Score -9547134 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 148612 members 
Entering Unmasked Estep 
Score: -9548374.000000 Penalty: 3950.762939
	Iteration 15Q: 3 clusters Score -9548374 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 152052 members 
Entering Unmasked Estep 
Score: -9549737.000000 Penalty: 3950.762939
	Iteration 16Q: 3 clusters Score -9549737 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 155512 members 
Entering Unmasked Estep 
Score: -9551095.000000 Penalty: 3950.762939
	Iteration 17Q: 3 clusters Score -9551095 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 159004 members 
Entering Unmasked Estep 
Score: -9552598.000000 Penalty: 3950.762939
	Iteration 18Q: 3 clusters Score -9552598 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 162513 members 
Entering Unmasked Estep 
Score: -9554218.000000 Penalty: 3950.762939
	Iteration 19Q: 3 clusters Score -9554218 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 166131 members 
Entering Unmasked Estep 
Score: -9556062.000000 Penalty: 3950.762939
	Iteration 20F: 3 clusters Score -9556062 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 169855 members 
Entering Unmasked Estep 
Score: -9558051.000000 Penalty: 3950.762939
	Iteration 21Q: 3 clusters Score -9558051 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 173524 members 
Entering Unmasked Estep 
Score: -9560281.000000 Penalty: 3950.762939
	Iteration 22Q: 3 clusters Score -9560281 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 176981 members 
Entering Unmasked Estep 
Score: -9562500.000000 Penalty: 3950.762939
	Iteration 23Q: 3 clusters Score -9562500 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 180200 members 
Entering Unmasked Estep 
Score: -9564730.000000 Penalty: 3950.762939
	Iteration 24Q: 3 clusters Score -9564730 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 183048 members 
Entering Unmasked Estep 
Score: -9566800.000000 Penalty: 3950.762939
	Iteration 25Q: 3 clusters Score -9566800 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 185378 members 
Entering Unmasked Estep 
Score: -9568510.000000 Penalty: 3950.762939
	Iteration 26Q: 3 clusters Score -9568510 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 187013 members 
Entering Unmasked Estep 
Score: -9569694.000000 Penalty: 3950.762939
	Iteration 27Q: 3 clusters Score -9569694 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 188061 members 
Entering Unmasked Estep 
Score: -9570398.000000 Penalty: 3950.762939
	Iteration 28Q: 3 clusters Score -9570398 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 188703 members 
Entering Unmasked Estep 
Score: -9570804.000000 Penalty: 3950.762939
	Iteration 29Q: 3 clusters Score -9570804 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 189050 members 
Entering Unmasked Estep 
Score: -9571046.000000 Penalty: 3950.762939
	Iteration 30Q: 3 clusters Score -9571046 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 189274 members 
Entering Unmasked Estep 
Score: -9571209.000000 Penalty: 3950.762939
	Iteration 31Q: 3 clusters Score -9571209 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 189404 members 
Entering Unmasked Estep 
Score: -9571299.000000 Penalty: 3950.762939
	Iteration 32Q: 3 clusters Score -9571299 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 189484 members 
Entering Unmasked Estep 
Score: -9571376.000000 Penalty: 3950.762939
	Iteration 33Q: 3 clusters Score -9571376 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 189530 members 
Entering Unmasked Estep 
Score: -9571409.000000 Penalty: 3950.762939
	Iteration 34Q: 3 clusters Score -9571409 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 189562 members 
Entering Unmasked Estep 
Score: -9571462.000000 Penalty: 3950.762939
	Iteration 35Q: 3 clusters Score -9571462 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 189572 members 
Entering Unmasked Estep 
Score: -9571485.000000 Penalty: 3950.762939
	Iteration 36Q: 3 clusters Score -9571485 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 189595 members 
Entering Unmasked Estep 
Score: -9571523.000000 Penalty: 3950.762939
	Iteration 37Q: 3 clusters Score -9571523 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 189609 members 
Entering Unmasked Estep 
Score: -9571546.000000 Penalty: 3950.762939
	Iteration 38Q: 3 clusters Score -9571546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 189623 members 
Entering Unmasked Estep 
Score: -9571572.000000 Penalty: 3950.762939
	Iteration 39Q: 3 clusters Score -9571572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 189626 members 
Entering Unmasked Estep 
Score: -9571587.000000 Penalty: 3950.762939
	Iteration 40F: 3 clusters Score -9571587 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 189623 members 
Entering Unmasked Estep 
Score: -9571606.000000 Penalty: 3950.762939
	Iteration 41Q: 3 clusters Score -9571606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 189624 members 
Entering Unmasked Estep 
Score: -9571612.000000 Penalty: 3950.762939
	Iteration 42Q: 3 clusters Score -9571612 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 189625 members 
Entering Unmasked Estep 
Score: -9571633.000000 Penalty: 3950.762939
	Iteration 43Q: 3 clusters Score -9571633 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 189625 members 
Entering Unmasked Estep 
Score: -9571636.000000 Penalty: 3950.762939
	Iteration 44Q: 3 clusters Score -9571636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 189623 members 
Entering Unmasked Estep 
Score: -9571645.000000 Penalty: 3950.762939
	Iteration 45Q: 3 clusters Score -9571645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 189628 members 
Entering Unmasked Estep 
Score: -9571657.000000 Penalty: 3950.762939
	Iteration 46Q: 3 clusters Score -9571657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 189633 members 
Entering Unmasked Estep 
Score: -9571659.000000 Penalty: 3950.762939
	Iteration 47Q: 3 clusters Score -9571659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 189636 members 
Entering Unmasked Estep 
Score: -9571648.000000 Penalty: 3950.762939
	Iteration 48Q: 3 clusters Score -9571648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 189640 members 
Entering Unmasked Estep 
Score: -9571646.000000 Penalty: 3950.762939
	Iteration 49Q: 3 clusters Score -9571646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 189641 members 
Entering Unmasked Estep 
Score: -9571645.000000 Penalty: 3950.762939
	Iteration 50Q: 3 clusters Score -9571645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 189642 members 
Entering Unmasked Estep 
Score: -9571650.000000 Penalty: 3950.762939
	Iteration 51Q: 3 clusters Score -9571650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 189641 members 
Entering Unmasked Estep 
Score: -9571646.000000 Penalty: 3950.762939
	Iteration 52Q: 3 clusters Score -9571646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 189640 members 
Entering Unmasked Estep 
Score: -9571652.000000 Penalty: 3950.762939
	Iteration 53Q: 3 clusters Score -9571652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 189639 members 
Entering Unmasked Estep 
Score: -9571648.000000 Penalty: 3950.762939
	Iteration 54Q: 3 clusters Score -9571648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 189639 members 
Entering Unmasked Estep 
Score: -9571648.000000 Penalty: 3950.762939
	Iteration 55F: 3 clusters Score -9571648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Entering Unmasked Estep 
Score: -116080.921875 Penalty: 1284.154175
	Iteration 0F: 2 clusters Score -116080.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -113544.367188 Penalty: 2568.308350
	Iteration 0F: 3 clusters Score -113544.4 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -114161.671875 Penalty: 2568.308350
	Iteration 1F: 3 clusters Score -114161.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -114304.523438 Penalty: 2568.308350
	Iteration 2F: 3 clusters Score -114304.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -114412.406250 Penalty: 2568.308350
	Iteration 3F: 3 clusters Score -114412.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -114507.507812 Penalty: 2568.308350
	Iteration 4Q: 3 clusters Score -114507.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -114601.140625 Penalty: 2568.308350
	Iteration 5Q: 3 clusters Score -114601.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -114685.882812 Penalty: 2568.308350
	Iteration 6Q: 3 clusters Score -114685.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -114804.226562 Penalty: 2568.308350
	Iteration 7Q: 3 clusters Score -114804.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -114935.453125 Penalty: 2568.308350
	Iteration 8F: 3 clusters Score -114935.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -115035.054688 Penalty: 2568.308350
	Iteration 9Q: 3 clusters Score -115035.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -115119.757812 Penalty: 2568.308350
	Iteration 10Q: 3 clusters Score -115119.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -115174.304688 Penalty: 2568.308350
	Iteration 11Q: 3 clusters Score -115174.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -115206.343750 Penalty: 2568.308350
	Iteration 12Q: 3 clusters Score -115206.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -115236.937500 Penalty: 2568.308350
	Iteration 13Q: 3 clusters Score -115236.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -115252.218750 Penalty: 2568.308350
	Iteration 14Q: 3 clusters Score -115252.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -115263.234375 Penalty: 2568.308350
	Iteration 15Q: 3 clusters Score -115263.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -115271.460938 Penalty: 2568.308350
	Iteration 16Q: 3 clusters Score -115271.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -115279.335938 Penalty: 2568.308350
	Iteration 17Q: 3 clusters Score -115279.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -115283.492188 Penalty: 2568.308350
	Iteration 18Q: 3 clusters Score -115283.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -115285.203125 Penalty: 2568.308350
	Iteration 19Q: 3 clusters Score -115285.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -115285.859375 Penalty: 2568.308350
	Iteration 20F: 3 clusters Score -115285.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -115286.695312 Penalty: 2568.308350
	Iteration 21Q: 3 clusters Score -115286.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -115286.695312 Penalty: 2568.308350
	Iteration 22F: 3 clusters Score -115286.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Entering Unmasked Estep 
Score: -2141357.750000 Penalty: 1730.784424
	Iteration 0F: 2 clusters Score -2141358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -2112897.250000 Penalty: 3461.568848
	Iteration 0F: 3 clusters Score -2112897 nChanged 19716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -2123996.750000 Penalty: 3461.568848
	Iteration 1F: 3 clusters Score -2123997 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -2124461.500000 Penalty: 3461.568848
	Iteration 2Q: 3 clusters Score -2124462 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -2125125.250000 Penalty: 3461.568848
	Iteration 3Q: 3 clusters Score -2125125 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -2126149.500000 Penalty: 3461.568848
	Iteration 4F: 3 clusters Score -2126150 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -2127808.500000 Penalty: 3461.568848
	Iteration 5F: 3 clusters Score -2127808 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -2130309.250000 Penalty: 3461.568848
	Iteration 6F: 3 clusters Score -2130309 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -2133489.500000 Penalty: 3461.568848
	Iteration 7F: 3 clusters Score -2133490 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -2136317.500000 Penalty: 3461.568848
	Iteration 8F: 3 clusters Score -2136318 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -2138118.000000 Penalty: 3461.568848
	Iteration 9Q: 3 clusters Score -2138118 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -2139149.750000 Penalty: 3461.568848
	Iteration 10Q: 3 clusters Score -2139150 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 40731 members 
Entering Unmasked Estep 
Score: -2139732.250000 Penalty: 3461.568848
	Iteration 11Q: 3 clusters Score -2139732 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -2140003.500000 Penalty: 3461.568848
	Iteration 12Q: 3 clusters Score -2140004 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -2140140.000000 Penalty: 3461.568848
	Iteration 13Q: 3 clusters Score -2140140 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -2140193.500000 Penalty: 3461.568848
	Iteration 14Q: 3 clusters Score -2140194 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 41116 members 
Entering Unmasked Estep 
Score: -2140239.000000 Penalty: 3461.568848
	Iteration 15Q: 3 clusters Score -2140239 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -2140259.500000 Penalty: 3461.568848
	Iteration 16Q: 3 clusters Score -2140260 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -2140274.750000 Penalty: 3461.568848
	Iteration 17Q: 3 clusters Score -2140275 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
Score: -2140294.500000 Penalty: 3461.568848
	Iteration 18Q: 3 clusters Score -2140294 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -2140299.750000 Penalty: 3461.568848
	Iteration 19Q: 3 clusters Score -2140300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -2140306.750000 Penalty: 3461.568848
	Iteration 20F: 3 clusters Score -2140307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -2140312.750000 Penalty: 3461.568848
	Iteration 21Q: 3 clusters Score -2140313 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -2140316.500000 Penalty: 3461.568848
	Iteration 22Q: 3 clusters Score -2140316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
Score: -2140320.250000 Penalty: 3461.568848
	Iteration 23Q: 3 clusters Score -2140320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 41225 members 
Entering Unmasked Estep 
Score: -2140320.000000 Penalty: 3461.568848
	Iteration 24Q: 3 clusters Score -2140320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -2140323.000000 Penalty: 3461.568848
	Iteration 25Q: 3 clusters Score -2140323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -2140331.250000 Penalty: 3461.568848
	Iteration 26Q: 3 clusters Score -2140331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -2140338.250000 Penalty: 3461.568848
	Iteration 27Q: 3 clusters Score -2140338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -2140340.250000 Penalty: 3461.568848
	Iteration 28Q: 3 clusters Score -2140340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -2140340.500000 Penalty: 3461.568848
	Iteration 29Q: 3 clusters Score -2140340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 41265 members 
Entering Unmasked Estep 
Score: -2140339.250000 Penalty: 3461.568848
	Iteration 30Q: 3 clusters Score -2140339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 41267 members 
Entering Unmasked Estep 
Score: -2140340.500000 Penalty: 3461.568848
	Iteration 31Q: 3 clusters Score -2140340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -2140340.500000 Penalty: 3461.568848
	Iteration 32Q: 3 clusters Score -2140340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -2140341.500000 Penalty: 3461.568848
	Iteration 33Q: 3 clusters Score -2140342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -2140341.500000 Penalty: 3461.568848
	Iteration 34F: 3 clusters Score -2140342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Entering Unmasked Estep 
Score: -491887.906250 Penalty: 1489.351196
	Iteration 0F: 2 clusters Score -491887.9 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 4768 members 
Entering Unmasked Estep 
Score: -485016.843750 Penalty: 2978.702393
	Iteration 0F: 3 clusters Score -485016.8 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -487066.937500 Penalty: 2978.702393
	Iteration 1F: 3 clusters Score -487066.9 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -487291.406250 Penalty: 2978.702393
	Iteration 2F: 3 clusters Score -487291.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -487464.437500 Penalty: 2978.702393
	Iteration 3Q: 3 clusters Score -487464.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -487568.937500 Penalty: 2978.702393
	Iteration 4Q: 3 clusters Score -487568.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -487643.281250 Penalty: 2978.702393
	Iteration 5Q: 3 clusters Score -487643.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -487706.656250 Penalty: 2978.702393
	Iteration 6Q: 3 clusters Score -487706.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -487767.625000 Penalty: 2978.702393
	Iteration 7Q: 3 clusters Score -487767.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -487831.125000 Penalty: 2978.702393
	Iteration 8Q: 3 clusters Score -487831.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -487901.562500 Penalty: 2978.702393
	Iteration 9Q: 3 clusters Score -487901.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -487987.093750 Penalty: 2978.702393
	Iteration 10Q: 3 clusters Score -487987.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -488086.093750 Penalty: 2978.702393
	Iteration 11Q: 3 clusters Score -488086.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -488193.437500 Penalty: 2978.702393
	Iteration 12Q: 3 clusters Score -488193.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -488314.593750 Penalty: 2978.702393
	Iteration 13Q: 3 clusters Score -488314.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -488465.500000 Penalty: 2978.702393
	Iteration 14Q: 3 clusters Score -488465.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -488657.343750 Penalty: 2978.702393
	Iteration 15Q: 3 clusters Score -488657.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -488921.093750 Penalty: 2978.702393
	Iteration 16Q: 3 clusters Score -488921.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -489241.312500 Penalty: 2978.702393
	Iteration 17Q: 3 clusters Score -489241.3 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -489584.593750 Penalty: 2978.702393
	Iteration 18Q: 3 clusters Score -489584.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -489916.250000 Penalty: 2978.702393
	Iteration 19Q: 3 clusters Score -489916.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -490179.187500 Penalty: 2978.702393
	Iteration 20F: 3 clusters Score -490179.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -490351.218750 Penalty: 2978.702393
	Iteration 21Q: 3 clusters Score -490351.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -490449.968750 Penalty: 2978.702393
	Iteration 22Q: 3 clusters Score -490450 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -490500.250000 Penalty: 2978.702393
	Iteration 23Q: 3 clusters Score -490500.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -490534.937500 Penalty: 2978.702393
	Iteration 24Q: 3 clusters Score -490534.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -490557.593750 Penalty: 2978.702393
	Iteration 25Q: 3 clusters Score -490557.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -490564.125000 Penalty: 2978.702393
	Iteration 26Q: 3 clusters Score -490564.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -490575.562500 Penalty: 2978.702393
	Iteration 27Q: 3 clusters Score -490575.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -490585.718750 Penalty: 2978.702393
	Iteration 28Q: 3 clusters Score -490585.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -490593.531250 Penalty: 2978.702393
	Iteration 29Q: 3 clusters Score -490593.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -490595.656250 Penalty: 2978.702393
	Iteration 30Q: 3 clusters Score -490595.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -490596.125000 Penalty: 2978.702393
	Iteration 31Q: 3 clusters Score -490596.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -490596.125000 Penalty: 2978.702393
	Iteration 32F: 3 clusters Score -490596.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Entering Unmasked Estep 
Score: -2313266.750000 Penalty: 1740.143921
	Iteration 0F: 2 clusters Score -2313267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -2283241.500000 Penalty: 3480.287842
	Iteration 0F: 3 clusters Score -2283242 nChanged 20995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -2294962.500000 Penalty: 3480.287842
	Iteration 1F: 3 clusters Score -2294962 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -2295474.250000 Penalty: 3480.287842
	Iteration 2Q: 3 clusters Score -2295474 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -2296056.500000 Penalty: 3480.287842
	Iteration 3Q: 3 clusters Score -2296056 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -2296734.750000 Penalty: 3480.287842
	Iteration 4Q: 3 clusters Score -2296735 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -2297602.250000 Penalty: 3480.287842
	Iteration 5Q: 3 clusters Score -2297602 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -2298761.250000 Penalty: 3480.287842
	Iteration 6Q: 3 clusters Score -2298761 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -2300048.000000 Penalty: 3480.287842
	Iteration 7F: 3 clusters Score -2300048 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -2301542.000000 Penalty: 3480.287842
	Iteration 8F: 3 clusters Score -2301542 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -2303195.250000 Penalty: 3480.287842
	Iteration 9F: 3 clusters Score -2303195 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -2304896.750000 Penalty: 3480.287842
	Iteration 10F: 3 clusters Score -2304897 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -2306487.750000 Penalty: 3480.287842
	Iteration 11Q: 3 clusters Score -2306488 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
Score: -2307841.000000 Penalty: 3480.287842
	Iteration 12Q: 3 clusters Score -2307841 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 41097 members 
Entering Unmasked Estep 
Score: -2308989.250000 Penalty: 3480.287842
	Iteration 13Q: 3 clusters Score -2308989 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -2309910.500000 Penalty: 3480.287842
	Iteration 14Q: 3 clusters Score -2309910 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -2310618.750000 Penalty: 3480.287842
	Iteration 15Q: 3 clusters Score -2310619 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -2311103.000000 Penalty: 3480.287842
	Iteration 16Q: 3 clusters Score -2311103 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
Score: -2311368.500000 Penalty: 3480.287842
	Iteration 17Q: 3 clusters Score -2311368 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 44232 members 
Entering Unmasked Estep 
Score: -2311507.000000 Penalty: 3480.287842
	Iteration 18Q: 3 clusters Score -2311507 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -2311603.000000 Penalty: 3480.287842
	Iteration 19Q: 3 clusters Score -2311603 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -2311656.500000 Penalty: 3480.287842
	Iteration 20F: 3 clusters Score -2311656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
Score: -2311671.750000 Penalty: 3480.287842
	Iteration 21Q: 3 clusters Score -2311672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 44427 members 
Entering Unmasked Estep 
Score: -2311686.000000 Penalty: 3480.287842
	Iteration 22Q: 3 clusters Score -2311686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -2311698.000000 Penalty: 3480.287842
	Iteration 23Q: 3 clusters Score -2311698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -2311716.250000 Penalty: 3480.287842
	Iteration 24Q: 3 clusters Score -2311716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 44466 members 
Entering Unmasked Estep 
Score: -2311735.250000 Penalty: 3480.287842
	Iteration 25Q: 3 clusters Score -2311735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -2311752.500000 Penalty: 3480.287842
	Iteration 26Q: 3 clusters Score -2311752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 44490 members 
Entering Unmasked Estep 
Score: -2311759.750000 Penalty: 3480.287842
	Iteration 27Q: 3 clusters Score -2311760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -2311763.000000 Penalty: 3480.287842
	Iteration 28Q: 3 clusters Score -2311763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -2311764.000000 Penalty: 3480.287842
	Iteration 29Q: 3 clusters Score -2311764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -2311764.250000 Penalty: 3480.287842
	Iteration 30Q: 3 clusters Score -2311764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -2311764.250000 Penalty: 3480.287842
	Iteration 31F: 3 clusters Score -2311764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Entering Unmasked Estep 
Score: -584739.312500 Penalty: 1515.270142
	Iteration 0F: 2 clusters Score -584739.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -576823.500000 Penalty: 3030.540283
	Iteration 0F: 3 clusters Score -576823.5 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -579508.125000 Penalty: 3030.540283
	Iteration 1F: 3 clusters Score -579508.1 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -579755.625000 Penalty: 3030.540283
	Iteration 2F: 3 clusters Score -579755.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -579934.687500 Penalty: 3030.540283
	Iteration 3Q: 3 clusters Score -579934.7 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -580086.562500 Penalty: 3030.540283
	Iteration 4Q: 3 clusters Score -580086.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -580226.375000 Penalty: 3030.540283
	Iteration 5Q: 3 clusters Score -580226.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -580372.625000 Penalty: 3030.540283
	Iteration 6Q: 3 clusters Score -580372.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -580532.875000 Penalty: 3030.540283
	Iteration 7Q: 3 clusters Score -580532.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -580735.312500 Penalty: 3030.540283
	Iteration 8Q: 3 clusters Score -580735.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -580976.500000 Penalty: 3030.540283
	Iteration 9Q: 3 clusters Score -580976.5 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -581265.562500 Penalty: 3030.540283
	Iteration 10Q: 3 clusters Score -581265.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -581587.000000 Penalty: 3030.540283
	Iteration 11Q: 3 clusters Score -581587 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -581944.312500 Penalty: 3030.540283
	Iteration 12Q: 3 clusters Score -581944.3 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -582279.812500 Penalty: 3030.540283
	Iteration 13Q: 3 clusters Score -582279.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -582578.562500 Penalty: 3030.540283
	Iteration 14Q: 3 clusters Score -582578.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -582887.875000 Penalty: 3030.540283
	Iteration 15Q: 3 clusters Score -582887.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -583194.562500 Penalty: 3030.540283
	Iteration 16Q: 3 clusters Score -583194.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -583419.937500 Penalty: 3030.540283
	Iteration 17Q: 3 clusters Score -583419.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -583559.062500 Penalty: 3030.540283
	Iteration 18Q: 3 clusters Score -583559.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -583636.875000 Penalty: 3030.540283
	Iteration 19Q: 3 clusters Score -583636.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -583683.000000 Penalty: 3030.540283
	Iteration 20F: 3 clusters Score -583683 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -583714.125000 Penalty: 3030.540283
	Iteration 21Q: 3 clusters Score -583714.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -583735.125000 Penalty: 3030.540283
	Iteration 22Q: 3 clusters Score -583735.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -583757.125000 Penalty: 3030.540283
	Iteration 23Q: 3 clusters Score -583757.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -583775.187500 Penalty: 3030.540283
	Iteration 24Q: 3 clusters Score -583775.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -583789.750000 Penalty: 3030.540283
	Iteration 25Q: 3 clusters Score -583789.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -583801.187500 Penalty: 3030.540283
	Iteration 26Q: 3 clusters Score -583801.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -583815.750000 Penalty: 3030.540283
	Iteration 27Q: 3 clusters Score -583815.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -583829.875000 Penalty: 3030.540283
	Iteration 28Q: 3 clusters Score -583829.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -583838.875000 Penalty: 3030.540283
	Iteration 29Q: 3 clusters Score -583838.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -583845.437500 Penalty: 3030.540283
	Iteration 30Q: 3 clusters Score -583845.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -583854.000000 Penalty: 3030.540283
	Iteration 31Q: 3 clusters Score -583854 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -583863.937500 Penalty: 3030.540283
	Iteration 32Q: 3 clusters Score -583863.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -583869.062500 Penalty: 3030.540283
	Iteration 33Q: 3 clusters Score -583869.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -583876.000000 Penalty: 3030.540283
	Iteration 34Q: 3 clusters Score -583876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -583882.000000 Penalty: 3030.540283
	Iteration 35Q: 3 clusters Score -583882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -583889.937500 Penalty: 3030.540283
	Iteration 36Q: 3 clusters Score -583889.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -583904.062500 Penalty: 3030.540283
	Iteration 37Q: 3 clusters Score -583904.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -583912.187500 Penalty: 3030.540283
	Iteration 38Q: 3 clusters Score -583912.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -583920.750000 Penalty: 3030.540283
	Iteration 39Q: 3 clusters Score -583920.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -583930.500000 Penalty: 3030.540283
	Iteration 40F: 3 clusters Score -583930.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -583940.437500 Penalty: 3030.540283
	Iteration 41Q: 3 clusters Score -583940.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -583954.187500 Penalty: 3030.540283
	Iteration 42Q: 3 clusters Score -583954.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -583965.937500 Penalty: 3030.540283
	Iteration 43Q: 3 clusters Score -583965.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -583980.562500 Penalty: 3030.540283
	Iteration 44Q: 3 clusters Score -583980.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -583992.750000 Penalty: 3030.540283
	Iteration 45Q: 3 clusters Score -583992.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -584010.562500 Penalty: 3030.540283
	Iteration 46Q: 3 clusters Score -584010.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -584028.625000 Penalty: 3030.540283
	Iteration 47Q: 3 clusters Score -584028.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -584048.375000 Penalty: 3030.540283
	Iteration 48Q: 3 clusters Score -584048.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -584073.687500 Penalty: 3030.540283
	Iteration 49Q: 3 clusters Score -584073.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -584104.375000 Penalty: 3030.540283
	Iteration 50Q: 3 clusters Score -584104.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -584134.312500 Penalty: 3030.540283
	Iteration 51Q: 3 clusters Score -584134.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -584162.625000 Penalty: 3030.540283
	Iteration 52Q: 3 clusters Score -584162.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -584189.875000 Penalty: 3030.540283
	Iteration 53Q: 3 clusters Score -584189.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -584218.562500 Penalty: 3030.540283
	Iteration 54Q: 3 clusters Score -584218.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -584246.250000 Penalty: 3030.540283
	Iteration 55Q: 3 clusters Score -584246.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -584280.187500 Penalty: 3030.540283
	Iteration 56Q: 3 clusters Score -584280.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -584320.000000 Penalty: 3030.540283
	Iteration 57Q: 3 clusters Score -584320 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -584355.875000 Penalty: 3030.540283
	Iteration 58Q: 3 clusters Score -584355.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -584392.375000 Penalty: 3030.540283
	Iteration 59Q: 3 clusters Score -584392.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -584445.312500 Penalty: 3030.540283
	Iteration 60F: 3 clusters Score -584445.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -584493.000000 Penalty: 3030.540283
	Iteration 61Q: 3 clusters Score -584493 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -584531.812500 Penalty: 3030.540283
	Iteration 62Q: 3 clusters Score -584531.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -584570.812500 Penalty: 3030.540283
	Iteration 63Q: 3 clusters Score -584570.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -584600.562500 Penalty: 3030.540283
	Iteration 64Q: 3 clusters Score -584600.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -584623.750000 Penalty: 3030.540283
	Iteration 65Q: 3 clusters Score -584623.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -584642.875000 Penalty: 3030.540283
	Iteration 66Q: 3 clusters Score -584642.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -584658.937500 Penalty: 3030.540283
	Iteration 67Q: 3 clusters Score -584658.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -584667.875000 Penalty: 3030.540283
	Iteration 68Q: 3 clusters Score -584667.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -584673.875000 Penalty: 3030.540283
	Iteration 69Q: 3 clusters Score -584673.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -584680.375000 Penalty: 3030.540283
	Iteration 70Q: 3 clusters Score -584680.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -584682.812500 Penalty: 3030.540283
	Iteration 71Q: 3 clusters Score -584682.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -584684.250000 Penalty: 3030.540283
	Iteration 72Q: 3 clusters Score -584684.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -584686.250000 Penalty: 3030.540283
	Iteration 73Q: 3 clusters Score -584686.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -584684.625000 Penalty: 3030.540283
	Iteration 74Q: 3 clusters Score -584684.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -584686.875000 Penalty: 3030.540283
	Iteration 75Q: 3 clusters Score -584686.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -584688.375000 Penalty: 3030.540283
	Iteration 76Q: 3 clusters Score -584688.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -584686.812500 Penalty: 3030.540283
	Iteration 77Q: 3 clusters Score -584686.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -584687.750000 Penalty: 3030.540283
	Iteration 78Q: 3 clusters Score -584687.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -584686.812500 Penalty: 3030.540283
	Iteration 79Q: 3 clusters Score -584686.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -584688.187500 Penalty: 3030.540283
	Iteration 80F: 3 clusters Score -584688.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -584688.125000 Penalty: 3030.540283
	Iteration 81Q: 3 clusters Score -584688.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -584689.000000 Penalty: 3030.540283
	Iteration 82Q: 3 clusters Score -584689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -584689.000000 Penalty: 3030.540283
	Iteration 83F: 3 clusters Score -584689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Entering Unmasked Estep 
Score: -486696.250000 Penalty: 1477.487793
	Iteration 0F: 2 clusters Score -486696.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -480258.968750 Penalty: 2954.975586
	Iteration 0F: 3 clusters Score -480259 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -482227.843750 Penalty: 2954.975586
	Iteration 1F: 3 clusters Score -482227.8 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -482406.375000 Penalty: 2954.975586
	Iteration 2F: 3 clusters Score -482406.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -482533.687500 Penalty: 2954.975586
	Iteration 3Q: 3 clusters Score -482533.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -482646.156250 Penalty: 2954.975586
	Iteration 4Q: 3 clusters Score -482646.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -482755.218750 Penalty: 2954.975586
	Iteration 5Q: 3 clusters Score -482755.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -482870.187500 Penalty: 2954.975586
	Iteration 6Q: 3 clusters Score -482870.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -483004.718750 Penalty: 2954.975586
	Iteration 7Q: 3 clusters Score -483004.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -483173.000000 Penalty: 2954.975586
	Iteration 8Q: 3 clusters Score -483173 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -483399.937500 Penalty: 2954.975586
	Iteration 9Q: 3 clusters Score -483399.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -483676.875000 Penalty: 2954.975586
	Iteration 10Q: 3 clusters Score -483676.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -483969.468750 Penalty: 2954.975586
	Iteration 11Q: 3 clusters Score -483969.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -484260.750000 Penalty: 2954.975586
	Iteration 12Q: 3 clusters Score -484260.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -484563.062500 Penalty: 2954.975586
	Iteration 13Q: 3 clusters Score -484563.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -484814.031250 Penalty: 2954.975586
	Iteration 14Q: 3 clusters Score -484814 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -485000.156250 Penalty: 2954.975586
	Iteration 15Q: 3 clusters Score -485000.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -485096.187500 Penalty: 2954.975586
	Iteration 16Q: 3 clusters Score -485096.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -485173.812500 Penalty: 2954.975586
	Iteration 17Q: 3 clusters Score -485173.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -485225.125000 Penalty: 2954.975586
	Iteration 18Q: 3 clusters Score -485225.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -485256.593750 Penalty: 2954.975586
	Iteration 19Q: 3 clusters Score -485256.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -485280.593750 Penalty: 2954.975586
	Iteration 20F: 3 clusters Score -485280.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -485301.656250 Penalty: 2954.975586
	Iteration 21Q: 3 clusters Score -485301.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -485318.593750 Penalty: 2954.975586
	Iteration 22Q: 3 clusters Score -485318.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -485332.437500 Penalty: 2954.975586
	Iteration 23Q: 3 clusters Score -485332.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -485346.468750 Penalty: 2954.975586
	Iteration 24Q: 3 clusters Score -485346.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -485354.125000 Penalty: 2954.975586
	Iteration 25Q: 3 clusters Score -485354.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -485359.812500 Penalty: 2954.975586
	Iteration 26Q: 3 clusters Score -485359.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -485367.375000 Penalty: 2954.975586
	Iteration 27Q: 3 clusters Score -485367.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -485373.281250 Penalty: 2954.975586
	Iteration 28Q: 3 clusters Score -485373.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -485380.375000 Penalty: 2954.975586
	Iteration 29Q: 3 clusters Score -485380.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -485385.812500 Penalty: 2954.975586
	Iteration 30Q: 3 clusters Score -485385.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -485390.218750 Penalty: 2954.975586
	Iteration 31Q: 3 clusters Score -485390.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -485397.500000 Penalty: 2954.975586
	Iteration 32Q: 3 clusters Score -485397.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -485403.468750 Penalty: 2954.975586
	Iteration 33Q: 3 clusters Score -485403.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -485409.031250 Penalty: 2954.975586
	Iteration 34Q: 3 clusters Score -485409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -485413.406250 Penalty: 2954.975586
	Iteration 35Q: 3 clusters Score -485413.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -485414.843750 Penalty: 2954.975586
	Iteration 36Q: 3 clusters Score -485414.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -485419.312500 Penalty: 2954.975586
	Iteration 37Q: 3 clusters Score -485419.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -485420.187500 Penalty: 2954.975586
	Iteration 38Q: 3 clusters Score -485420.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -485421.625000 Penalty: 2954.975586
	Iteration 39Q: 3 clusters Score -485421.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -485423.625000 Penalty: 2954.975586
	Iteration 40F: 3 clusters Score -485423.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -485427.968750 Penalty: 2954.975586
	Iteration 41Q: 3 clusters Score -485428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -485428.968750 Penalty: 2954.975586
	Iteration 42Q: 3 clusters Score -485429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -485432.812500 Penalty: 2954.975586
	Iteration 43Q: 3 clusters Score -485432.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -485434.937500 Penalty: 2954.975586
	Iteration 44Q: 3 clusters Score -485434.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -485438.812500 Penalty: 2954.975586
	Iteration 45Q: 3 clusters Score -485438.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -485440.531250 Penalty: 2954.975586
	Iteration 46Q: 3 clusters Score -485440.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -485444.125000 Penalty: 2954.975586
	Iteration 47Q: 3 clusters Score -485444.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -485446.343750 Penalty: 2954.975586
	Iteration 48Q: 3 clusters Score -485446.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -485447.687500 Penalty: 2954.975586
	Iteration 49Q: 3 clusters Score -485447.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -485446.656250 Penalty: 2954.975586
	Iteration 50Q: 3 clusters Score -485446.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -485448.312500 Penalty: 2954.975586
	Iteration 51Q: 3 clusters Score -485448.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -485448.312500 Penalty: 2954.975586
	Iteration 52F: 3 clusters Score -485448.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Entering Unmasked Estep 
Score: -203385.359375 Penalty: 1361.637817
	Iteration 0F: 2 clusters Score -203385.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -199812.468750 Penalty: 2723.275635
	Iteration 0F: 3 clusters Score -199812.5 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -200747.734375 Penalty: 2723.275635
	Iteration 1F: 3 clusters Score -200747.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -200913.171875 Penalty: 2723.275635
	Iteration 2F: 3 clusters Score -200913.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -201038.203125 Penalty: 2723.275635
	Iteration 3F: 3 clusters Score -201038.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -201133.062500 Penalty: 2723.275635
	Iteration 4Q: 3 clusters Score -201133.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -201218.500000 Penalty: 2723.275635
	Iteration 5Q: 3 clusters Score -201218.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -201275.406250 Penalty: 2723.275635
	Iteration 6Q: 3 clusters Score -201275.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -201322.218750 Penalty: 2723.275635
	Iteration 7Q: 3 clusters Score -201322.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -201377.171875 Penalty: 2723.275635
	Iteration 8Q: 3 clusters Score -201377.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -201447.312500 Penalty: 2723.275635
	Iteration 9Q: 3 clusters Score -201447.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -201535.828125 Penalty: 2723.275635
	Iteration 10Q: 3 clusters Score -201535.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -201607.234375 Penalty: 2723.275635
	Iteration 11Q: 3 clusters Score -201607.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -201666.265625 Penalty: 2723.275635
	Iteration 12Q: 3 clusters Score -201666.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -201721.812500 Penalty: 2723.275635
	Iteration 13Q: 3 clusters Score -201721.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -201771.781250 Penalty: 2723.275635
	Iteration 14Q: 3 clusters Score -201771.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -201823.218750 Penalty: 2723.275635
	Iteration 15Q: 3 clusters Score -201823.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -201867.843750 Penalty: 2723.275635
	Iteration 16Q: 3 clusters Score -201867.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -201926.687500 Penalty: 2723.275635
	Iteration 17Q: 3 clusters Score -201926.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -201969.406250 Penalty: 2723.275635
	Iteration 18Q: 3 clusters Score -201969.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -202011.203125 Penalty: 2723.275635
	Iteration 19Q: 3 clusters Score -202011.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -202051.234375 Penalty: 2723.275635
	Iteration 20F: 3 clusters Score -202051.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -202081.984375 Penalty: 2723.275635
	Iteration 21Q: 3 clusters Score -202082 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -202110.703125 Penalty: 2723.275635
	Iteration 22Q: 3 clusters Score -202110.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -202134.578125 Penalty: 2723.275635
	Iteration 23Q: 3 clusters Score -202134.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -202162.156250 Penalty: 2723.275635
	Iteration 24Q: 3 clusters Score -202162.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -202187.968750 Penalty: 2723.275635
	Iteration 25Q: 3 clusters Score -202188 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -202208.546875 Penalty: 2723.275635
	Iteration 26Q: 3 clusters Score -202208.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -202224.093750 Penalty: 2723.275635
	Iteration 27Q: 3 clusters Score -202224.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -202236.703125 Penalty: 2723.275635
	Iteration 28Q: 3 clusters Score -202236.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -202250.015625 Penalty: 2723.275635
	Iteration 29Q: 3 clusters Score -202250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -202255.921875 Penalty: 2723.275635
	Iteration 30Q: 3 clusters Score -202255.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -202260.171875 Penalty: 2723.275635
	Iteration 31Q: 3 clusters Score -202260.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -202262.578125 Penalty: 2723.275635
	Iteration 32Q: 3 clusters Score -202262.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -202263.125000 Penalty: 2723.275635
	Iteration 33Q: 3 clusters Score -202263.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -202265.218750 Penalty: 2723.275635
	Iteration 34Q: 3 clusters Score -202265.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -202266.546875 Penalty: 2723.275635
	Iteration 35Q: 3 clusters Score -202266.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -202267.234375 Penalty: 2723.275635
	Iteration 36Q: 3 clusters Score -202267.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -202268.156250 Penalty: 2723.275635
	Iteration 37Q: 3 clusters Score -202268.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -202268.390625 Penalty: 2723.275635
	Iteration 38Q: 3 clusters Score -202268.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -202268.390625 Penalty: 2723.275635
	Iteration 39F: 3 clusters Score -202268.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Entering Unmasked Estep 
Score: -423541.187500 Penalty: 1459.523315
	Iteration 0F: 2 clusters Score -423541.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -417659.906250 Penalty: 2919.046631
	Iteration 0F: 3 clusters Score -417659.9 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -419500.750000 Penalty: 2919.046631
	Iteration 1F: 3 clusters Score -419500.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -419704.656250 Penalty: 2919.046631
	Iteration 2F: 3 clusters Score -419704.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -419834.937500 Penalty: 2919.046631
	Iteration 3Q: 3 clusters Score -419834.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -419925.281250 Penalty: 2919.046631
	Iteration 4Q: 3 clusters Score -419925.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -420019.531250 Penalty: 2919.046631
	Iteration 5Q: 3 clusters Score -420019.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -420129.718750 Penalty: 2919.046631
	Iteration 6Q: 3 clusters Score -420129.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -420235.625000 Penalty: 2919.046631
	Iteration 7Q: 3 clusters Score -420235.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -420354.218750 Penalty: 2919.046631
	Iteration 8Q: 3 clusters Score -420354.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -420516.343750 Penalty: 2919.046631
	Iteration 9Q: 3 clusters Score -420516.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -420741.812500 Penalty: 2919.046631
	Iteration 10Q: 3 clusters Score -420741.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -421010.406250 Penalty: 2919.046631
	Iteration 11Q: 3 clusters Score -421010.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -421296.750000 Penalty: 2919.046631
	Iteration 12Q: 3 clusters Score -421296.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -421559.906250 Penalty: 2919.046631
	Iteration 13Q: 3 clusters Score -421559.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -421747.531250 Penalty: 2919.046631
	Iteration 14Q: 3 clusters Score -421747.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -421865.031250 Penalty: 2919.046631
	Iteration 15Q: 3 clusters Score -421865 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -421961.468750 Penalty: 2919.046631
	Iteration 16Q: 3 clusters Score -421961.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -422032.218750 Penalty: 2919.046631
	Iteration 17Q: 3 clusters Score -422032.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -422078.812500 Penalty: 2919.046631
	Iteration 18Q: 3 clusters Score -422078.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -422107.937500 Penalty: 2919.046631
	Iteration 19Q: 3 clusters Score -422107.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -422142.000000 Penalty: 2919.046631
	Iteration 20F: 3 clusters Score -422142 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -422183.156250 Penalty: 2919.046631
	Iteration 21Q: 3 clusters Score -422183.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -422211.750000 Penalty: 2919.046631
	Iteration 22Q: 3 clusters Score -422211.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -422233.656250 Penalty: 2919.046631
	Iteration 23Q: 3 clusters Score -422233.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -422249.593750 Penalty: 2919.046631
	Iteration 24Q: 3 clusters Score -422249.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -422264.656250 Penalty: 2919.046631
	Iteration 25Q: 3 clusters Score -422264.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -422279.843750 Penalty: 2919.046631
	Iteration 26Q: 3 clusters Score -422279.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -422288.281250 Penalty: 2919.046631
	Iteration 27Q: 3 clusters Score -422288.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -422299.312500 Penalty: 2919.046631
	Iteration 28Q: 3 clusters Score -422299.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -422306.500000 Penalty: 2919.046631
	Iteration 29Q: 3 clusters Score -422306.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -422311.312500 Penalty: 2919.046631
	Iteration 30Q: 3 clusters Score -422311.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -422315.437500 Penalty: 2919.046631
	Iteration 31Q: 3 clusters Score -422315.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -422318.718750 Penalty: 2919.046631
	Iteration 32Q: 3 clusters Score -422318.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -422321.125000 Penalty: 2919.046631
	Iteration 33Q: 3 clusters Score -422321.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -422325.062500 Penalty: 2919.046631
	Iteration 34Q: 3 clusters Score -422325.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -422326.250000 Penalty: 2919.046631
	Iteration 35Q: 3 clusters Score -422326.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -422328.906250 Penalty: 2919.046631
	Iteration 36Q: 3 clusters Score -422328.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -422330.062500 Penalty: 2919.046631
	Iteration 37Q: 3 clusters Score -422330.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -422332.093750 Penalty: 2919.046631
	Iteration 38Q: 3 clusters Score -422332.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -422332.406250 Penalty: 2919.046631
	Iteration 39Q: 3 clusters Score -422332.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -422332.937500 Penalty: 2919.046631
	Iteration 40F: 3 clusters Score -422332.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -422335.843750 Penalty: 2919.046631
	Iteration 41Q: 3 clusters Score -422335.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -422336.062500 Penalty: 2919.046631
	Iteration 42Q: 3 clusters Score -422336.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -422337.531250 Penalty: 2919.046631
	Iteration 43Q: 3 clusters Score -422337.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -422339.093750 Penalty: 2919.046631
	Iteration 44Q: 3 clusters Score -422339.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -422341.000000 Penalty: 2919.046631
	Iteration 45Q: 3 clusters Score -422341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -422342.656250 Penalty: 2919.046631
	Iteration 46Q: 3 clusters Score -422342.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -422344.312500 Penalty: 2919.046631
	Iteration 47Q: 3 clusters Score -422344.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -422346.625000 Penalty: 2919.046631
	Iteration 48Q: 3 clusters Score -422346.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -422348.937500 Penalty: 2919.046631
	Iteration 49Q: 3 clusters Score -422348.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -422351.656250 Penalty: 2919.046631
	Iteration 50Q: 3 clusters Score -422351.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -422354.218750 Penalty: 2919.046631
	Iteration 51Q: 3 clusters Score -422354.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -422356.812500 Penalty: 2919.046631
	Iteration 52Q: 3 clusters Score -422356.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -422358.968750 Penalty: 2919.046631
	Iteration 53Q: 3 clusters Score -422359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -422359.843750 Penalty: 2919.046631
	Iteration 54Q: 3 clusters Score -422359.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -422360.750000 Penalty: 2919.046631
	Iteration 55Q: 3 clusters Score -422360.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -422360.468750 Penalty: 2919.046631
	Iteration 56Q: 3 clusters Score -422360.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -422362.093750 Penalty: 2919.046631
	Iteration 57Q: 3 clusters Score -422362.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -422364.406250 Penalty: 2919.046631
	Iteration 58Q: 3 clusters Score -422364.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -422365.500000 Penalty: 2919.046631
	Iteration 59Q: 3 clusters Score -422365.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -422365.562500 Penalty: 2919.046631
	Iteration 60F: 3 clusters Score -422365.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -422365.875000 Penalty: 2919.046631
	Iteration 61Q: 3 clusters Score -422365.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -422368.093750 Penalty: 2919.046631
	Iteration 62Q: 3 clusters Score -422368.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -422370.781250 Penalty: 2919.046631
	Iteration 63Q: 3 clusters Score -422370.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -422372.156250 Penalty: 2919.046631
	Iteration 64Q: 3 clusters Score -422372.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -422371.125000 Penalty: 2919.046631
	Iteration 65Q: 3 clusters Score -422371.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -422371.125000 Penalty: 2919.046631
	Iteration 66F: 3 clusters Score -422371.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Entering Unmasked Estep 
Score: -626740.375000 Penalty: 1534.930908
	Iteration 0F: 2 clusters Score -626740.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -617899.875000 Penalty: 3069.861816
	Iteration 0F: 3 clusters Score -617899.9 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -620878.937500 Penalty: 3069.861816
	Iteration 1F: 3 clusters Score -620878.9 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -621166.312500 Penalty: 3069.861816
	Iteration 2F: 3 clusters Score -621166.3 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -621386.250000 Penalty: 3069.861816
	Iteration 3Q: 3 clusters Score -621386.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -621586.062500 Penalty: 3069.861816
	Iteration 4Q: 3 clusters Score -621586.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -621810.000000 Penalty: 3069.861816
	Iteration 5Q: 3 clusters Score -621810 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -622080.187500 Penalty: 3069.861816
	Iteration 6Q: 3 clusters Score -622080.2 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -622416.125000 Penalty: 3069.861816
	Iteration 7Q: 3 clusters Score -622416.1 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -622845.375000 Penalty: 3069.861816
	Iteration 8F: 3 clusters Score -622845.4 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -623358.812500 Penalty: 3069.861816
	Iteration 9F: 3 clusters Score -623358.8 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -623964.437500 Penalty: 3069.861816
	Iteration 10F: 3 clusters Score -623964.4 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -624536.875000 Penalty: 3069.861816
	Iteration 11Q: 3 clusters Score -624536.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -624896.250000 Penalty: 3069.861816
	Iteration 12Q: 3 clusters Score -624896.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -625097.125000 Penalty: 3069.861816
	Iteration 13Q: 3 clusters Score -625097.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -625208.500000 Penalty: 3069.861816
	Iteration 14Q: 3 clusters Score -625208.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -625289.250000 Penalty: 3069.861816
	Iteration 15Q: 3 clusters Score -625289.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -625334.125000 Penalty: 3069.861816
	Iteration 16Q: 3 clusters Score -625334.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -625356.937500 Penalty: 3069.861816
	Iteration 17Q: 3 clusters Score -625356.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -625375.687500 Penalty: 3069.861816
	Iteration 18Q: 3 clusters Score -625375.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -625391.000000 Penalty: 3069.861816
	Iteration 19Q: 3 clusters Score -625391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -625398.500000 Penalty: 3069.861816
	Iteration 20F: 3 clusters Score -625398.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -625403.687500 Penalty: 3069.861816
	Iteration 21Q: 3 clusters Score -625403.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -625405.937500 Penalty: 3069.861816
	Iteration 22Q: 3 clusters Score -625405.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -625405.937500 Penalty: 3069.861816
	Iteration 23F: 3 clusters Score -625405.9 nChanged 0
--- Evaluating fit on full set of 1760365 points ---
Entering Unmasked Estep 
Score: -87193080.000000 Penalty: 32716.847656
24->15 Clusters: Score -87193080.000000, best is -87316160.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 586788 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 24239 members 
Mstep: Class 3 contains 24234 members 
Mstep: Class 4 contains 24737 members 
Mstep: Class 5 contains 24456 members 
Mstep: Class 6 contains 24357 members 
Mstep: Class 7 contains 24266 members 
Mstep: Class 8 contains 24433 members 
Mstep: Class 9 contains 24406 members 
Mstep: Class 10 contains 24439 members 
Mstep: Class 11 contains 24272 members 
Mstep: Class 12 contains 24493 members 
Mstep: Class 13 contains 24740 members 
Mstep: Class 14 contains 24493 members 
Mstep: Class 15 contains 24441 members 
Mstep: Class 16 contains 24222 members 
Mstep: Class 17 contains 24327 members 
Mstep: Class 18 contains 24409 members 
Mstep: Class 19 contains 24778 members 
Mstep: Class 20 contains 24346 members 
Mstep: Class 21 contains 24383 members 
Mstep: Class 22 contains 24668 members 
Mstep: Class 23 contains 24498 members 
Mstep: Class 24 contains 24653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 815.919922 but Gain 2158.390625
Score: -26785086.000000 Penalty: 49643.042969
Iteration 0F: 24 clusters Score -2.678509e+07 nChanged 556794
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 25491 members 
Mstep: Class 3 contains 20760 members 
Mstep: Class 4 contains 26087 members 
Mstep: Class 5 contains 31065 members 
Mstep: Class 6 contains 24770 members 
Mstep: Class 7 contains 20633 members 
Mstep: Class 8 contains 21645 members 
Mstep: Class 9 contains 21002 members 
Mstep: Class 10 contains 18463 members 
Mstep: Class 11 contains 20018 members 
Mstep: Class 12 contains 34737 members 
Mstep: Class 13 contains 38581 members 
Mstep: Class 14 contains 23654 members 
Mstep: Class 15 contains 19891 members 
Mstep: Class 16 contains 18783 members 
Mstep: Class 17 contains 27190 members 
Mstep: Class 18 contains 34633 members 
Mstep: Class 19 contains 29952 members 
Mstep: Class 20 contains 23433 members 
Mstep: Class 22 contains 26403 members 
Mstep: Class 23 contains 22818 members 
Mstep: Class 24 contains 29348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28157680.000000 Penalty: 49643.042969
Iteration 1F: 24 clusters Score -2.815768e+07 nChanged 163321
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 26398 members 
Mstep: Class 3 contains 21289 members 
Mstep: Class 4 contains 22235 members 
Mstep: Class 5 contains 34122 members 
Mstep: Class 6 contains 22191 members 
Mstep: Class 7 contains 21450 members 
Mstep: Class 8 contains 20711 members 
Mstep: Class 9 contains 19692 members 
Mstep: Class 10 contains 14605 members 
Mstep: Class 11 contains 20273 members 
Mstep: Class 12 contains 35016 members 
Mstep: Class 13 contains 48467 members 
Mstep: Class 14 contains 23978 members 
Mstep: Class 15 contains 19822 members 
Mstep: Class 16 contains 15927 members 
Mstep: Class 17 contains 28875 members 
Mstep: Class 18 contains 41260 members 
Mstep: Class 19 contains 27417 members 
Mstep: Class 20 contains 22828 members 
Mstep: Class 22 contains 25168 members 
Mstep: Class 23 contains 19951 members 
Mstep: Class 24 contains 28302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28381940.000000 Penalty: 49643.042969
Iteration 2F: 24 clusters Score -2.838194e+07 nChanged 135792
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 24836 members 
Mstep: Class 3 contains 19801 members 
Mstep: Class 4 contains 16862 members 
Mstep: Class 5 contains 34064 members 
Mstep: Class 6 contains 18863 members 
Mstep: Class 7 contains 23303 members 
Mstep: Class 8 contains 17442 members 
Mstep: Class 9 contains 20232 members 
Mstep: Class 10 contains 13498 members 
Mstep: Class 11 contains 19852 members 
Mstep: Class 12 contains 35811 members 
Mstep: Class 13 contains 58340 members 
Mstep: Class 14 contains 27864 members 
Mstep: Class 15 contains 22185 members 
Mstep: Class 16 contains 13056 members 
Mstep: Class 17 contains 32694 members 
Mstep: Class 18 contains 44226 members 
Mstep: Class 19 contains 26560 members 
Mstep: Class 20 contains 22794 members 
Mstep: Class 22 contains 25036 members 
Mstep: Class 23 contains 18980 members 
Mstep: Class 24 contains 24786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28536152.000000 Penalty: 49643.042969
Iteration 3F: 24 clusters Score -2.853615e+07 nChanged 113891
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 21839 members 
Mstep: Class 3 contains 16378 members 
Mstep: Class 4 contains 12190 members 
Mstep: Class 5 contains 32420 members 
Mstep: Class 6 contains 14786 members 
Mstep: Class 7 contains 24632 members 
Mstep: Class 8 contains 13650 members 
Mstep: Class 9 contains 21360 members 
Mstep: Class 10 contains 13905 members 
Mstep: Class 11 contains 17444 members 
Mstep: Class 12 contains 35203 members 
Mstep: Class 13 contains 69187 members 
Mstep: Class 14 contains 34994 members 
Mstep: Class 15 contains 25802 members 
Mstep: Class 16 contains 10520 members 
Mstep: Class 17 contains 39855 members 
Mstep: Class 18 contains 44910 members 
Mstep: Class 19 contains 27892 members 
Mstep: Class 20 contains 22090 members 
Mstep: Class 22 contains 24912 members 
Mstep: Class 23 contains 18217 members 
Mstep: Class 24 contains 20631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28640784.000000 Penalty: 49643.042969
Iteration 4F: 24 clusters Score -2.864078e+07 nChanged 97691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 18209 members 
Mstep: Class 3 contains 12419 members 
Mstep: Class 4 contains 8749 members 
Mstep: Class 5 contains 29572 members 
Mstep: Class 6 contains 10660 members 
Mstep: Class 7 contains 25039 members 
Mstep: Class 8 contains 10222 members 
Mstep: Class 9 contains 21316 members 
Mstep: Class 10 contains 14932 members 
Mstep: Class 11 contains 13843 members 
Mstep: Class 12 contains 32991 members 
Mstep: Class 13 contains 82160 members 
Mstep: Class 14 contains 44482 members 
Mstep: Class 15 contains 29767 members 
Mstep: Class 16 contains 8376 members 
Mstep: Class 17 contains 48269 members 
Mstep: Class 18 contains 44520 members 
Mstep: Class 19 contains 30363 members 
Mstep: Class 20 contains 21039 members 
Mstep: Class 22 contains 23923 members 
Mstep: Class 23 contains 16698 members 
Mstep: Class 24 contains 17013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28719398.000000 Penalty: 49643.042969
Iteration 5F: 24 clusters Score -2.87194e+07 nChanged 85732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 14643 members 
Mstep: Class 3 contains 8936 members 
Mstep: Class 4 contains 6188 members 
Mstep: Class 5 contains 25140 members 
Mstep: Class 6 contains 7372 members 
Mstep: Class 7 contains 25013 members 
Mstep: Class 8 contains 7512 members 
Mstep: Class 9 contains 19396 members 
Mstep: Class 10 contains 16452 members 
Mstep: Class 11 contains 10122 members 
Mstep: Class 12 contains 29496 members 
Mstep: Class 13 contains 97655 members 
Mstep: Class 14 contains 55430 members 
Mstep: Class 15 contains 33578 members 
Mstep: Class 16 contains 6521 members 
Mstep: Class 17 contains 55673 members 
Mstep: Class 18 contains 42991 members 
Mstep: Class 19 contains 33508 members 
Mstep: Class 20 contains 19862 members 
Mstep: Class 22 contains 22074 members 
Mstep: Class 23 contains 14602 members 
Mstep: Class 24 contains 13904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28783634.000000 Penalty: 49643.042969
Iteration 6F: 24 clusters Score -2.878363e+07 nChanged 74715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 11450 members 
Mstep: Class 3 contains 6315 members 
Mstep: Class 4 contains 4410 members 
Mstep: Class 5 contains 19438 members 
Mstep: Class 6 contains 5116 members 
Mstep: Class 7 contains 25013 members 
Mstep: Class 8 contains 5427 members 
Mstep: Class 9 contains 16468 members 
Mstep: Class 10 contains 18198 members 
Mstep: Class 11 contains 6926 members 
Mstep: Class 12 contains 25444 members 
Mstep: Class 13 contains 114671 members 
Mstep: Class 14 contains 66827 members 
Mstep: Class 15 contains 37039 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 61299 members 
Mstep: Class 18 contains 39957 members 
Mstep: Class 19 contains 36797 members 
Mstep: Class 20 contains 18725 members 
Mstep: Class 22 contains 19707 members 
Mstep: Class 23 contains 12291 members 
Mstep: Class 24 contains 11037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28840118.000000 Penalty: 49643.042969
Iteration 7F: 24 clusters Score -2.884012e+07 nChanged 64519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 8660 members 
Mstep: Class 3 contains 4368 members 
Mstep: Class 4 contains 3160 members 
Mstep: Class 5 contains 13460 members 
Mstep: Class 6 contains 3557 members 
Mstep: Class 7 contains 24953 members 
Mstep: Class 8 contains 3952 members 
Mstep: Class 9 contains 13491 members 
Mstep: Class 10 contains 19947 members 
Mstep: Class 11 contains 4585 members 
Mstep: Class 12 contains 21217 members 
Mstep: Class 13 contains 130777 members 
Mstep: Class 14 contains 77975 members 
Mstep: Class 15 contains 40165 members 
Mstep: Class 16 contains 3727 members 
Mstep: Class 17 contains 65418 members 
Mstep: Class 18 contains 36111 members 
Mstep: Class 19 contains 39995 members 
Mstep: Class 20 contains 17774 members 
Mstep: Class 22 contains 17149 members 
Mstep: Class 23 contains 10116 members 
Mstep: Class 24 contains 8348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28887940.000000 Penalty: 49643.042969
Iteration 8F: 24 clusters Score -2.888794e+07 nChanged 53423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 6492 members 
Mstep: Class 3 contains 2953 members 
Mstep: Class 4 contains 2272 members 
Mstep: Class 5 contains 8595 members 
Mstep: Class 6 contains 2499 members 
Mstep: Class 7 contains 24609 members 
Mstep: Class 8 contains 2980 members 
Mstep: Class 9 contains 11097 members 
Mstep: Class 10 contains 21478 members 
Mstep: Class 11 contains 2953 members 
Mstep: Class 12 contains 17180 members 
Mstep: Class 13 contains 144559 members 
Mstep: Class 14 contains 88208 members 
Mstep: Class 15 contains 42765 members 
Mstep: Class 16 contains 2785 members 
Mstep: Class 17 contains 68023 members 
Mstep: Class 18 contains 32129 members 
Mstep: Class 19 contains 42836 members 
Mstep: Class 20 contains 16986 members 
Mstep: Class 22 contains 14802 members 
Mstep: Class 23 contains 8154 members 
Mstep: Class 24 contains 6025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2000.722046 but Gain 2158.394531
Score: -28926244.000000 Penalty: 47484.648438
Iteration 9F: 23 clusters Score -2.892624e+07 nChanged 43910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 4892 members 
Mstep: Class 3 contains 2011 members 
Mstep: Class 5 contains 5443 members 
Mstep: Class 6 contains 1875 members 
Mstep: Class 7 contains 24174 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 9302 members 
Mstep: Class 10 contains 22835 members 
Mstep: Class 11 contains 2025 members 
Mstep: Class 12 contains 13763 members 
Mstep: Class 13 contains 155271 members 
Mstep: Class 14 contains 97601 members 
Mstep: Class 15 contains 44871 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 69641 members 
Mstep: Class 18 contains 28488 members 
Mstep: Class 19 contains 45319 members 
Mstep: Class 20 contains 16373 members 
Mstep: Class 22 contains 12763 members 
Mstep: Class 23 contains 6680 members 
Mstep: Class 24 contains 4169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1654.801758 but Gain 2158.394531
Score: -28957014.000000 Penalty: 45326.253906
Iteration 10F: 22 clusters Score -2.895701e+07 nChanged 34814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 3672 members 
Mstep: Class 3 contains 1392 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 7 contains 23474 members 
Mstep: Class 8 contains 1903 members 
Mstep: Class 9 contains 8000 members 
Mstep: Class 10 contains 24059 members 
Mstep: Class 11 contains 1572 members 
Mstep: Class 12 contains 10848 members 
Mstep: Class 13 contains 163372 members 
Mstep: Class 14 contains 105477 members 
Mstep: Class 15 contains 46240 members 
Mstep: Class 16 contains 1534 members 
Mstep: Class 17 contains 70647 members 
Mstep: Class 18 contains 25279 members 
Mstep: Class 19 contains 47074 members 
Mstep: Class 20 contains 15859 members 
Mstep: Class 22 contains 11002 members 
Mstep: Class 23 contains 5562 members 
Mstep: Class 24 contains 2738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1289.095093 but Gain 2158.390625
Score: -28980074.000000 Penalty: 43167.863281
Iteration 11F: 21 clusters Score -2.898007e+07 nChanged 27753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 2873 members 
Mstep: Class 3 contains 983 members 
Mstep: Class 5 contains 2419 members 
Mstep: Class 7 contains 22625 members 
Mstep: Class 8 contains 1578 members 
Mstep: Class 9 contains 6965 members 
Mstep: Class 10 contains 25317 members 
Mstep: Class 11 contains 1435 members 
Mstep: Class 12 contains 8529 members 
Mstep: Class 13 contains 169222 members 
Mstep: Class 14 contains 112296 members 
Mstep: Class 15 contains 47250 members 
Mstep: Class 17 contains 70851 members 
Mstep: Class 18 contains 22555 members 
Mstep: Class 19 contains 48252 members 
Mstep: Class 20 contains 15432 members 
Mstep: Class 22 contains 9545 members 
Mstep: Class 23 contains 4797 members 
Mstep: Class 24 contains 1822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1190.760376 but Gain 2158.394531
Score: -28996848.000000 Penalty: 41009.468750
Iteration 12Q: 20 clusters Score -2.899685e+07 nChanged 21735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 2279 members 
Mstep: Class 5 contains 1852 members 
Mstep: Class 7 contains 21734 members 
Mstep: Class 8 contains 1389 members 
Mstep: Class 9 contains 6134 members 
Mstep: Class 10 contains 26307 members 
Mstep: Class 11 contains 1524 members 
Mstep: Class 12 contains 6611 members 
Mstep: Class 13 contains 173888 members 
Mstep: Class 14 contains 117968 members 
Mstep: Class 15 contains 47634 members 
Mstep: Class 17 contains 70600 members 
Mstep: Class 18 contains 20438 members 
Mstep: Class 19 contains 49029 members 
Mstep: Class 20 contains 15083 members 
Mstep: Class 22 contains 8203 members 
Mstep: Class 23 contains 4225 members 
Mstep: Class 24 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1690.091187 but Gain 2158.390625
Score: -29008832.000000 Penalty: 38851.078125
Iteration 13Q: 19 clusters Score -2.900883e+07 nChanged 17896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 1861 members 
Mstep: Class 5 contains 1493 members 
Mstep: Class 7 contains 20791 members 
Mstep: Class 9 contains 5498 members 
Mstep: Class 10 contains 27194 members 
Mstep: Class 11 contains 1677 members 
Mstep: Class 12 contains 5153 members 
Mstep: Class 13 contains 177510 members 
Mstep: Class 14 contains 122930 members 
Mstep: Class 15 contains 47818 members 
Mstep: Class 17 contains 70586 members 
Mstep: Class 18 contains 18691 members 
Mstep: Class 19 contains 49506 members 
Mstep: Class 20 contains 14805 members 
Mstep: Class 22 contains 7098 members 
Mstep: Class 23 contains 3857 members 
Mstep: Class 24 contains 991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 1648.044434 but Gain 2158.394531
Score: -29018158.000000 Penalty: 36692.683594
Iteration 14Q: 18 clusters Score -2.901816e+07 nChanged 14603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1591 members 
Mstep: Class 5 contains 1371 members 
Mstep: Class 7 contains 19959 members 
Mstep: Class 9 contains 4975 members 
Mstep: Class 10 contains 27781 members 
Mstep: Class 11 contains 1858 members 
Mstep: Class 12 contains 4100 members 
Mstep: Class 13 contains 180217 members 
Mstep: Class 14 contains 127331 members 
Mstep: Class 15 contains 48065 members 
Mstep: Class 17 contains 70107 members 
Mstep: Class 18 contains 17228 members 
Mstep: Class 19 contains 49717 members 
Mstep: Class 20 contains 14571 members 
Mstep: Class 22 contains 6072 members 
Mstep: Class 23 contains 3677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1931.312866 but Gain 2158.394531
Score: -29024704.000000 Penalty: 34534.289062
Iteration 15Q: 17 clusters Score -2.90247e+07 nChanged 12772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 5 contains 1287 members 
Mstep: Class 7 contains 19202 members 
Mstep: Class 9 contains 4634 members 
Mstep: Class 10 contains 28243 members 
Mstep: Class 11 contains 2010 members 
Mstep: Class 12 contains 3372 members 
Mstep: Class 13 contains 182471 members 
Mstep: Class 14 contains 131697 members 
Mstep: Class 15 contains 48229 members 
Mstep: Class 17 contains 69651 members 
Mstep: Class 18 contains 15978 members 
Mstep: Class 19 contains 49736 members 
Mstep: Class 20 contains 14337 members 
Mstep: Class 22 contains 5263 members 
Mstep: Class 23 contains 3501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29030250.000000 Penalty: 34534.289062
Iteration 16Q: 17 clusters Score -2.903025e+07 nChanged 9601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 5 contains 1225 members 
Mstep: Class 7 contains 18412 members 
Mstep: Class 9 contains 4318 members 
Mstep: Class 10 contains 28456 members 
Mstep: Class 11 contains 2118 members 
Mstep: Class 12 contains 2874 members 
Mstep: Class 13 contains 184221 members 
Mstep: Class 14 contains 135203 members 
Mstep: Class 15 contains 48042 members 
Mstep: Class 17 contains 68876 members 
Mstep: Class 18 contains 15004 members 
Mstep: Class 19 contains 49611 members 
Mstep: Class 20 contains 14148 members 
Mstep: Class 22 contains 4616 members 
Mstep: Class 23 contains 3384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29033106.000000 Penalty: 34534.289062
Iteration 17Q: 17 clusters Score -2.903311e+07 nChanged 8338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 5 contains 1176 members 
Mstep: Class 7 contains 17678 members 
Mstep: Class 9 contains 4064 members 
Mstep: Class 10 contains 28529 members 
Mstep: Class 11 contains 2221 members 
Mstep: Class 12 contains 2496 members 
Mstep: Class 13 contains 185843 members 
Mstep: Class 14 contains 138480 members 
Mstep: Class 15 contains 47837 members 
Mstep: Class 17 contains 68037 members 
Mstep: Class 18 contains 14145 members 
Mstep: Class 19 contains 49427 members 
Mstep: Class 20 contains 13970 members 
Mstep: Class 22 contains 4106 members 
Mstep: Class 23 contains 3296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29035848.000000 Penalty: 34534.289062
Iteration 18Q: 17 clusters Score -2.903585e+07 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 5 contains 1137 members 
Mstep: Class 7 contains 17000 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 28407 members 
Mstep: Class 11 contains 2317 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 187276 members 
Mstep: Class 14 contains 141551 members 
Mstep: Class 15 contains 47615 members 
Mstep: Class 17 contains 67213 members 
Mstep: Class 18 contains 13365 members 
Mstep: Class 19 contains 49194 members 
Mstep: Class 20 contains 13838 members 
Mstep: Class 22 contains 3697 members 
Mstep: Class 23 contains 3237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29037896.000000 Penalty: 34534.289062
Iteration 19Q: 17 clusters Score -2.90379e+07 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 5 contains 1120 members 
Mstep: Class 7 contains 16369 members 
Mstep: Class 9 contains 3745 members 
Mstep: Class 10 contains 28231 members 
Mstep: Class 11 contains 2381 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 188564 members 
Mstep: Class 14 contains 144385 members 
Mstep: Class 15 contains 47400 members 
Mstep: Class 17 contains 66367 members 
Mstep: Class 18 contains 12674 members 
Mstep: Class 19 contains 48931 members 
Mstep: Class 20 contains 13713 members 
Mstep: Class 22 contains 3367 members 
Mstep: Class 23 contains 3196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2096.619629 but Gain 2158.392578
Score: -29040106.000000 Penalty: 32375.896484
Iteration 20F: 16 clusters Score -2.904011e+07 nChanged 7838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 5 contains 1120 members 
Mstep: Class 7 contains 15797 members 
Mstep: Class 9 contains 3637 members 
Mstep: Class 10 contains 28208 members 
Mstep: Class 11 contains 2458 members 
Mstep: Class 13 contains 190174 members 
Mstep: Class 14 contains 147729 members 
Mstep: Class 15 contains 47220 members 
Mstep: Class 17 contains 65614 members 
Mstep: Class 18 contains 12189 members 
Mstep: Class 19 contains 48715 members 
Mstep: Class 20 contains 13646 members 
Mstep: Class 22 contains 3128 members 
Mstep: Class 23 contains 3134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29043934.000000 Penalty: 32375.896484
Iteration 21Q: 16 clusters Score -2.904393e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 7 contains 15215 members 
Mstep: Class 9 contains 3566 members 
Mstep: Class 10 contains 27804 members 
Mstep: Class 11 contains 2510 members 
Mstep: Class 13 contains 191102 members 
Mstep: Class 14 contains 150325 members 
Mstep: Class 15 contains 46920 members 
Mstep: Class 17 contains 64793 members 
Mstep: Class 18 contains 11684 members 
Mstep: Class 19 contains 48457 members 
Mstep: Class 20 contains 13595 members 
Mstep: Class 22 contains 2899 members 
Mstep: Class 23 contains 3091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29045228.000000 Penalty: 32375.896484
Iteration 22Q: 16 clusters Score -2.904523e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 5 contains 1100 members 
Mstep: Class 7 contains 14684 members 
Mstep: Class 9 contains 3491 members 
Mstep: Class 10 contains 27374 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 13 contains 191947 members 
Mstep: Class 14 contains 152780 members 
Mstep: Class 15 contains 46673 members 
Mstep: Class 17 contains 63970 members 
Mstep: Class 18 contains 11254 members 
Mstep: Class 19 contains 48175 members 
Mstep: Class 20 contains 13563 members 
Mstep: Class 22 contains 2685 members 
Mstep: Class 23 contains 3064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29046486.000000 Penalty: 32375.896484
Iteration 23Q: 16 clusters Score -2.904649e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 5 contains 1100 members 
Mstep: Class 7 contains 14190 members 
Mstep: Class 9 contains 3420 members 
Mstep: Class 10 contains 26904 members 
Mstep: Class 11 contains 2589 members 
Mstep: Class 13 contains 192761 members 
Mstep: Class 14 contains 155111 members 
Mstep: Class 15 contains 46410 members 
Mstep: Class 17 contains 63217 members 
Mstep: Class 18 contains 10861 members 
Mstep: Class 19 contains 47878 members 
Mstep: Class 20 contains 13556 members 
Mstep: Class 22 contains 2496 members 
Mstep: Class 23 contains 3030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29047604.000000 Penalty: 32375.896484
Iteration 24Q: 16 clusters Score -2.90476e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 5 contains 1100 members 
Mstep: Class 7 contains 13693 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 26434 members 
Mstep: Class 11 contains 2621 members 
Mstep: Class 13 contains 193505 members 
Mstep: Class 14 contains 157308 members 
Mstep: Class 15 contains 46147 members 
Mstep: Class 17 contains 62539 members 
Mstep: Class 18 contains 10506 members 
Mstep: Class 19 contains 47559 members 
Mstep: Class 20 contains 13544 members 
Mstep: Class 22 contains 2344 members 
Mstep: Class 23 contains 3003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29048540.000000 Penalty: 32375.896484
Iteration 25Q: 16 clusters Score -2.904854e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 7 contains 13231 members 
Mstep: Class 9 contains 3349 members 
Mstep: Class 10 contains 25903 members 
Mstep: Class 11 contains 2653 members 
Mstep: Class 13 contains 194097 members 
Mstep: Class 14 contains 159418 members 
Mstep: Class 15 contains 45884 members 
Mstep: Class 17 contains 61867 members 
Mstep: Class 18 contains 10255 members 
Mstep: Class 19 contains 47290 members 
Mstep: Class 20 contains 13533 members 
Mstep: Class 22 contains 2250 members 
Mstep: Class 23 contains 2973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29049408.000000 Penalty: 32375.896484
Iteration 26Q: 16 clusters Score -2.904941e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 5 contains 1115 members 
Mstep: Class 7 contains 12811 members 
Mstep: Class 9 contains 3339 members 
Mstep: Class 10 contains 25352 members 
Mstep: Class 11 contains 2659 members 
Mstep: Class 13 contains 194693 members 
Mstep: Class 14 contains 161397 members 
Mstep: Class 15 contains 45644 members 
Mstep: Class 17 contains 61259 members 
Mstep: Class 18 contains 10019 members 
Mstep: Class 19 contains 47029 members 
Mstep: Class 20 contains 13515 members 
Mstep: Class 22 contains 2139 members 
Mstep: Class 23 contains 2944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29050272.000000 Penalty: 32375.896484
Iteration 27Q: 16 clusters Score -2.905027e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 5 contains 1134 members 
Mstep: Class 7 contains 12377 members 
Mstep: Class 9 contains 3328 members 
Mstep: Class 10 contains 24768 members 
Mstep: Class 11 contains 2667 members 
Mstep: Class 13 contains 195298 members 
Mstep: Class 14 contains 163276 members 
Mstep: Class 15 contains 45389 members 
Mstep: Class 17 contains 60671 members 
Mstep: Class 18 contains 9850 members 
Mstep: Class 19 contains 46770 members 
Mstep: Class 20 contains 13506 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 2919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29051078.000000 Penalty: 32375.896484
Iteration 28Q: 16 clusters Score -2.905108e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 7 contains 12018 members 
Mstep: Class 9 contains 3324 members 
Mstep: Class 10 contains 24167 members 
Mstep: Class 11 contains 2694 members 
Mstep: Class 13 contains 195821 members 
Mstep: Class 14 contains 165085 members 
Mstep: Class 15 contains 45111 members 
Mstep: Class 17 contains 60124 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 46501 members 
Mstep: Class 20 contains 13497 members 
Mstep: Class 22 contains 1942 members 
Mstep: Class 23 contains 2898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29051798.000000 Penalty: 32375.896484
Iteration 29Q: 16 clusters Score -2.90518e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 5 contains 1153 members 
Mstep: Class 7 contains 11694 members 
Mstep: Class 9 contains 3318 members 
Mstep: Class 10 contains 23600 members 
Mstep: Class 11 contains 2710 members 
Mstep: Class 13 contains 196297 members 
Mstep: Class 14 contains 166792 members 
Mstep: Class 15 contains 44834 members 
Mstep: Class 17 contains 59615 members 
Mstep: Class 18 contains 9618 members 
Mstep: Class 19 contains 46235 members 
Mstep: Class 20 contains 13494 members 
Mstep: Class 22 contains 1854 members 
Mstep: Class 23 contains 2887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29052448.000000 Penalty: 32375.896484
Iteration 30Q: 16 clusters Score -2.905245e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 5 contains 1154 members 
Mstep: Class 7 contains 11441 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 23057 members 
Mstep: Class 11 contains 2734 members 
Mstep: Class 13 contains 196709 members 
Mstep: Class 14 contains 168488 members 
Mstep: Class 15 contains 44578 members 
Mstep: Class 17 contains 59109 members 
Mstep: Class 18 contains 9486 members 
Mstep: Class 19 contains 45970 members 
Mstep: Class 20 contains 13478 members 
Mstep: Class 22 contains 1773 members 
Mstep: Class 23 contains 2877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29053098.000000 Penalty: 32375.896484
Iteration 31Q: 16 clusters Score -2.90531e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 5 contains 1153 members 
Mstep: Class 7 contains 11235 members 
Mstep: Class 9 contains 3299 members 
Mstep: Class 10 contains 22476 members 
Mstep: Class 11 contains 2744 members 
Mstep: Class 13 contains 197104 members 
Mstep: Class 14 contains 170155 members 
Mstep: Class 15 contains 44342 members 
Mstep: Class 17 contains 58631 members 
Mstep: Class 18 contains 9341 members 
Mstep: Class 19 contains 45717 members 
Mstep: Class 20 contains 13472 members 
Mstep: Class 22 contains 1682 members 
Mstep: Class 23 contains 2863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 2080.360352 but Gain 2158.392578
Score: -29053736.000000 Penalty: 30217.503906
Iteration 32Q: 15 clusters Score -2.905374e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 5 contains 1156 members 
Mstep: Class 7 contains 11102 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 22182 members 
Mstep: Class 11 contains 2757 members 
Mstep: Class 13 contains 197536 members 
Mstep: Class 14 contains 172646 members 
Mstep: Class 15 contains 44250 members 
Mstep: Class 17 contains 58277 members 
Mstep: Class 18 contains 9173 members 
Mstep: Class 19 contains 45583 members 
Mstep: Class 20 contains 13457 members 
Mstep: Class 23 contains 2847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29056144.000000 Penalty: 30217.503906
Iteration 33Q: 15 clusters Score -2.905614e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 5 contains 1155 members 
Mstep: Class 7 contains 10993 members 
Mstep: Class 9 contains 3305 members 
Mstep: Class 10 contains 21551 members 
Mstep: Class 11 contains 2769 members 
Mstep: Class 13 contains 197754 members 
Mstep: Class 14 contains 174581 members 
Mstep: Class 15 contains 43971 members 
Mstep: Class 17 contains 57729 members 
Mstep: Class 18 contains 9026 members 
Mstep: Class 19 contains 45262 members 
Mstep: Class 20 contains 13406 members 
Mstep: Class 23 contains 2827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29056550.000000 Penalty: 30217.503906
Iteration 34Q: 15 clusters Score -2.905655e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 5 contains 1159 members 
Mstep: Class 7 contains 10892 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 20854 members 
Mstep: Class 11 contains 2785 members 
Mstep: Class 13 contains 197938 members 
Mstep: Class 14 contains 176492 members 
Mstep: Class 15 contains 43698 members 
Mstep: Class 17 contains 57264 members 
Mstep: Class 18 contains 8870 members 
Mstep: Class 19 contains 44951 members 
Mstep: Class 20 contains 13372 members 
Mstep: Class 23 contains 2803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29056994.000000 Penalty: 30217.503906
Iteration 35Q: 15 clusters Score -2.905699e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 7 contains 10818 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 20154 members 
Mstep: Class 11 contains 2794 members 
Mstep: Class 13 contains 198056 members 
Mstep: Class 14 contains 178403 members 
Mstep: Class 15 contains 43410 members 
Mstep: Class 17 contains 56802 members 
Mstep: Class 18 contains 8736 members 
Mstep: Class 19 contains 44674 members 
Mstep: Class 20 contains 13338 members 
Mstep: Class 23 contains 2785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29057344.000000 Penalty: 30217.503906
Iteration 36Q: 15 clusters Score -2.905734e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 5 contains 1172 members 
Mstep: Class 7 contains 10750 members 
Mstep: Class 9 contains 3299 members 
Mstep: Class 10 contains 19479 members 
Mstep: Class 11 contains 2798 members 
Mstep: Class 13 contains 198153 members 
Mstep: Class 14 contains 180298 members 
Mstep: Class 15 contains 43112 members 
Mstep: Class 17 contains 56331 members 
Mstep: Class 18 contains 8598 members 
Mstep: Class 19 contains 44401 members 
Mstep: Class 20 contains 13322 members 
Mstep: Class 23 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29057672.000000 Penalty: 30217.503906
Iteration 37Q: 15 clusters Score -2.905767e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 5 contains 1176 members 
Mstep: Class 7 contains 10684 members 
Mstep: Class 9 contains 3289 members 
Mstep: Class 10 contains 18784 members 
Mstep: Class 11 contains 2807 members 
Mstep: Class 13 contains 198201 members 
Mstep: Class 14 contains 182224 members 
Mstep: Class 15 contains 42781 members 
Mstep: Class 17 contains 55888 members 
Mstep: Class 18 contains 8478 members 
Mstep: Class 19 contains 44133 members 
Mstep: Class 20 contains 13316 members 
Mstep: Class 23 contains 2757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29057938.000000 Penalty: 30217.503906
Iteration 38Q: 15 clusters Score -2.905794e+07 nChanged 2484
Entering ConstructFrom: 
Score: -29057938.000000 Penalty: 30217.503906
Entering ConstructFrom: 
Trying to split cluster 1 (2231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Entering Unmasked Estep 
Score: -123854.296875 Penalty: 1252.908325
	Iteration 0F: 2 clusters Score -123854.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -121586.132812 Penalty: 2505.816650
	Iteration 0F: 3 clusters Score -121586.1 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -122077.773438 Penalty: 2505.816650
	Iteration 1F: 3 clusters Score -122077.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -122177.484375 Penalty: 2505.816650
	Iteration 2F: 3 clusters Score -122177.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -122234.953125 Penalty: 2505.816650
	Iteration 3Q: 3 clusters Score -122235 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -122273.140625 Penalty: 2505.816650
	Iteration 4Q: 3 clusters Score -122273.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -122299.734375 Penalty: 2505.816650
	Iteration 5Q: 3 clusters Score -122299.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -122327.835938 Penalty: 2505.816650
	Iteration 6Q: 3 clusters Score -122327.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -122357.125000 Penalty: 2505.816650
	Iteration 7Q: 3 clusters Score -122357.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -122378.726562 Penalty: 2505.816650
	Iteration 8Q: 3 clusters Score -122378.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -122401.148438 Penalty: 2505.816650
	Iteration 9Q: 3 clusters Score -122401.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -122420.281250 Penalty: 2505.816650
	Iteration 10Q: 3 clusters Score -122420.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -122439.906250 Penalty: 2505.816650
	Iteration 11Q: 3 clusters Score -122439.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -122451.664062 Penalty: 2505.816650
	Iteration 12Q: 3 clusters Score -122451.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -122462.851562 Penalty: 2505.816650
	Iteration 13Q: 3 clusters Score -122462.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -122471.523438 Penalty: 2505.816650
	Iteration 14Q: 3 clusters Score -122471.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -122477.687500 Penalty: 2505.816650
	Iteration 15Q: 3 clusters Score -122477.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -122486.820312 Penalty: 2505.816650
	Iteration 16Q: 3 clusters Score -122486.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -122497.414062 Penalty: 2505.816650
	Iteration 17Q: 3 clusters Score -122497.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -122505.375000 Penalty: 2505.816650
	Iteration 18Q: 3 clusters Score -122505.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -122515.187500 Penalty: 2505.816650
	Iteration 19Q: 3 clusters Score -122515.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -122525.046875 Penalty: 2505.816650
	Iteration 20F: 3 clusters Score -122525 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -122539.570312 Penalty: 2505.816650
	Iteration 21Q: 3 clusters Score -122539.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -122550.257812 Penalty: 2505.816650
	Iteration 22Q: 3 clusters Score -122550.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -122557.328125 Penalty: 2505.816650
	Iteration 23Q: 3 clusters Score -122557.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -122562.593750 Penalty: 2505.816650
	Iteration 24Q: 3 clusters Score -122562.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -122567.539062 Penalty: 2505.816650
	Iteration 25Q: 3 clusters Score -122567.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -122572.546875 Penalty: 2505.816650
	Iteration 26Q: 3 clusters Score -122572.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -122576.804688 Penalty: 2505.816650
	Iteration 27Q: 3 clusters Score -122576.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -122579.609375 Penalty: 2505.816650
	Iteration 28Q: 3 clusters Score -122579.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -122581.992188 Penalty: 2505.816650
	Iteration 29Q: 3 clusters Score -122582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -122586.539062 Penalty: 2505.816650
	Iteration 30Q: 3 clusters Score -122586.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -122591.203125 Penalty: 2505.816650
	Iteration 31Q: 3 clusters Score -122591.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -122596.328125 Penalty: 2505.816650
	Iteration 32Q: 3 clusters Score -122596.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -122602.093750 Penalty: 2505.816650
	Iteration 33Q: 3 clusters Score -122602.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -122610.218750 Penalty: 2505.816650
	Iteration 34Q: 3 clusters Score -122610.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -122616.820312 Penalty: 2505.816650
	Iteration 35Q: 3 clusters Score -122616.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -122623.476562 Penalty: 2505.816650
	Iteration 36Q: 3 clusters Score -122623.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -122624.828125 Penalty: 2505.816650
	Iteration 37Q: 3 clusters Score -122624.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -122628.015625 Penalty: 2505.816650
	Iteration 38Q: 3 clusters Score -122628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -122632.351562 Penalty: 2505.816650
	Iteration 39Q: 3 clusters Score -122632.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -122635.265625 Penalty: 2505.816650
	Iteration 40F: 3 clusters Score -122635.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -122636.773438 Penalty: 2505.816650
	Iteration 41Q: 3 clusters Score -122636.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -122639.085938 Penalty: 2505.816650
	Iteration 42Q: 3 clusters Score -122639.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -122641.882812 Penalty: 2505.816650
	Iteration 43Q: 3 clusters Score -122641.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -122644.687500 Penalty: 2505.816650
	Iteration 44Q: 3 clusters Score -122644.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -122649.648438 Penalty: 2505.816650
	Iteration 45Q: 3 clusters Score -122649.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -122654.382812 Penalty: 2505.816650
	Iteration 46Q: 3 clusters Score -122654.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -122658.109375 Penalty: 2505.816650
	Iteration 47Q: 3 clusters Score -122658.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -122660.132812 Penalty: 2505.816650
	Iteration 48Q: 3 clusters Score -122660.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -122662.195312 Penalty: 2505.816650
	Iteration 49Q: 3 clusters Score -122662.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -122665.906250 Penalty: 2505.816650
	Iteration 50Q: 3 clusters Score -122665.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -122669.296875 Penalty: 2505.816650
	Iteration 51Q: 3 clusters Score -122669.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -122672.187500 Penalty: 2505.816650
	Iteration 52Q: 3 clusters Score -122672.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -122676.882812 Penalty: 2505.816650
	Iteration 53Q: 3 clusters Score -122676.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -122682.992188 Penalty: 2505.816650
	Iteration 54Q: 3 clusters Score -122683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -122685.703125 Penalty: 2505.816650
	Iteration 55Q: 3 clusters Score -122685.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -122689.718750 Penalty: 2505.816650
	Iteration 56Q: 3 clusters Score -122689.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -122694.328125 Penalty: 2505.816650
	Iteration 57Q: 3 clusters Score -122694.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -122699.898438 Penalty: 2505.816650
	Iteration 58Q: 3 clusters Score -122699.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -122705.507812 Penalty: 2505.816650
	Iteration 59Q: 3 clusters Score -122705.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -122707.171875 Penalty: 2505.816650
	Iteration 60F: 3 clusters Score -122707.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -122709.820312 Penalty: 2505.816650
	Iteration 61Q: 3 clusters Score -122709.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -122713.312500 Penalty: 2505.816650
	Iteration 62Q: 3 clusters Score -122713.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -122715.984375 Penalty: 2505.816650
	Iteration 63Q: 3 clusters Score -122716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -122719.304688 Penalty: 2505.816650
	Iteration 64Q: 3 clusters Score -122719.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -122719.734375 Penalty: 2505.816650
	Iteration 65Q: 3 clusters Score -122719.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -122719.734375 Penalty: 2505.816650
	Iteration 66F: 3 clusters Score -122719.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Entering Unmasked Estep 
Score: -53119.265625 Penalty: 1148.439453
	Iteration 0F: 2 clusters Score -53119.27 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 604 members 
Entering Unmasked Estep 
Score: -51586.167969 Penalty: 2296.878906
	Iteration 0F: 3 clusters Score -51586.17 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -51859.300781 Penalty: 2296.878906
	Iteration 1F: 3 clusters Score -51859.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -51944.687500 Penalty: 2296.878906
	Iteration 2F: 3 clusters Score -51944.69 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -51998.421875 Penalty: 2296.878906
	Iteration 3Q: 3 clusters Score -51998.42 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -52048.234375 Penalty: 2296.878906
	Iteration 4Q: 3 clusters Score -52048.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -52076.476562 Penalty: 2296.878906
	Iteration 5Q: 3 clusters Score -52076.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -52113.308594 Penalty: 2296.878906
	Iteration 6Q: 3 clusters Score -52113.31 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -52149.351562 Penalty: 2296.878906
	Iteration 7Q: 3 clusters Score -52149.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -52172.527344 Penalty: 2296.878906
	Iteration 8Q: 3 clusters Score -52172.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -52196.261719 Penalty: 2296.878906
	Iteration 9Q: 3 clusters Score -52196.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -52225.949219 Penalty: 2296.878906
	Iteration 10Q: 3 clusters Score -52225.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -52236.660156 Penalty: 2296.878906
	Iteration 11Q: 3 clusters Score -52236.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -52241.035156 Penalty: 2296.878906
	Iteration 12Q: 3 clusters Score -52241.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -52252.230469 Penalty: 2296.878906
	Iteration 13Q: 3 clusters Score -52252.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -52262.796875 Penalty: 2296.878906
	Iteration 14Q: 3 clusters Score -52262.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -52268.414062 Penalty: 2296.878906
	Iteration 15Q: 3 clusters Score -52268.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -52270.792969 Penalty: 2296.878906
	Iteration 16Q: 3 clusters Score -52270.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -52272.667969 Penalty: 2296.878906
	Iteration 17Q: 3 clusters Score -52272.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -52272.667969 Penalty: 2296.878906
	Iteration 18F: 3 clusters Score -52272.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Entering Unmasked Estep 
Score: -560921.812500 Penalty: 1506.179688
	Iteration 0F: 2 clusters Score -560921.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -553388.812500 Penalty: 3012.359375
	Iteration 0F: 3 clusters Score -553388.8 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -555709.625000 Penalty: 3012.359375
	Iteration 1F: 3 clusters Score -555709.6 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -556019.625000 Penalty: 3012.359375
	Iteration 2F: 3 clusters Score -556019.6 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -556323.000000 Penalty: 3012.359375
	Iteration 3F: 3 clusters Score -556323 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -556635.750000 Penalty: 3012.359375
	Iteration 4F: 3 clusters Score -556635.8 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -556993.375000 Penalty: 3012.359375
	Iteration 5F: 3 clusters Score -556993.4 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -557384.875000 Penalty: 3012.359375
	Iteration 6F: 3 clusters Score -557384.9 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -557824.312500 Penalty: 3012.359375
	Iteration 7F: 3 clusters Score -557824.3 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -558254.437500 Penalty: 3012.359375
	Iteration 8F: 3 clusters Score -558254.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -558636.000000 Penalty: 3012.359375
	Iteration 9Q: 3 clusters Score -558636 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -558930.437500 Penalty: 3012.359375
	Iteration 10Q: 3 clusters Score -558930.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -559155.312500 Penalty: 3012.359375
	Iteration 11Q: 3 clusters Score -559155.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -559325.812500 Penalty: 3012.359375
	Iteration 12Q: 3 clusters Score -559325.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -559445.125000 Penalty: 3012.359375
	Iteration 13Q: 3 clusters Score -559445.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -559540.625000 Penalty: 3012.359375
	Iteration 14Q: 3 clusters Score -559540.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -559609.812500 Penalty: 3012.359375
	Iteration 15Q: 3 clusters Score -559609.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -559659.625000 Penalty: 3012.359375
	Iteration 16Q: 3 clusters Score -559659.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -559699.062500 Penalty: 3012.359375
	Iteration 17Q: 3 clusters Score -559699.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -559726.937500 Penalty: 3012.359375
	Iteration 18Q: 3 clusters Score -559726.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -559740.062500 Penalty: 3012.359375
	Iteration 19Q: 3 clusters Score -559740.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -559747.125000 Penalty: 3012.359375
	Iteration 20F: 3 clusters Score -559747.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -559751.562500 Penalty: 3012.359375
	Iteration 21Q: 3 clusters Score -559751.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -559755.250000 Penalty: 3012.359375
	Iteration 22Q: 3 clusters Score -559755.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -559756.812500 Penalty: 3012.359375
	Iteration 23Q: 3 clusters Score -559756.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -559759.437500 Penalty: 3012.359375
	Iteration 24Q: 3 clusters Score -559759.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -559760.437500 Penalty: 3012.359375
	Iteration 25Q: 3 clusters Score -559760.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -559760.187500 Penalty: 3012.359375
	Iteration 26Q: 3 clusters Score -559760.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -559761.375000 Penalty: 3012.359375
	Iteration 27Q: 3 clusters Score -559761.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -559761.687500 Penalty: 3012.359375
	Iteration 28Q: 3 clusters Score -559761.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -559761.562500 Penalty: 3012.359375
	Iteration 29Q: 3 clusters Score -559761.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -559761.812500 Penalty: 3012.359375
	Iteration 30Q: 3 clusters Score -559761.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -559761.812500 Penalty: 3012.359375
	Iteration 31F: 3 clusters Score -559761.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Entering Unmasked Estep 
Score: -168761.515625 Penalty: 1315.237305
	Iteration 0F: 2 clusters Score -168761.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -165870.406250 Penalty: 2630.474609
	Iteration 0F: 3 clusters Score -165870.4 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -166609.578125 Penalty: 2630.474609
	Iteration 1F: 3 clusters Score -166609.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -166781.453125 Penalty: 2630.474609
	Iteration 2F: 3 clusters Score -166781.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -166897.390625 Penalty: 2630.474609
	Iteration 3F: 3 clusters Score -166897.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -166987.703125 Penalty: 2630.474609
	Iteration 4Q: 3 clusters Score -166987.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -167050.765625 Penalty: 2630.474609
	Iteration 5Q: 3 clusters Score -167050.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -167095.468750 Penalty: 2630.474609
	Iteration 6Q: 3 clusters Score -167095.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -167129.203125 Penalty: 2630.474609
	Iteration 7Q: 3 clusters Score -167129.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -167159.656250 Penalty: 2630.474609
	Iteration 8Q: 3 clusters Score -167159.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -167189.875000 Penalty: 2630.474609
	Iteration 9Q: 3 clusters Score -167189.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -167214.500000 Penalty: 2630.474609
	Iteration 10Q: 3 clusters Score -167214.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -167232.437500 Penalty: 2630.474609
	Iteration 11Q: 3 clusters Score -167232.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -167248.281250 Penalty: 2630.474609
	Iteration 12Q: 3 clusters Score -167248.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -167262.187500 Penalty: 2630.474609
	Iteration 13Q: 3 clusters Score -167262.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -167274.609375 Penalty: 2630.474609
	Iteration 14Q: 3 clusters Score -167274.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -167287.453125 Penalty: 2630.474609
	Iteration 15Q: 3 clusters Score -167287.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -167297.015625 Penalty: 2630.474609
	Iteration 16Q: 3 clusters Score -167297 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -167305.125000 Penalty: 2630.474609
	Iteration 17Q: 3 clusters Score -167305.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -167316.515625 Penalty: 2630.474609
	Iteration 18Q: 3 clusters Score -167316.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -167331.625000 Penalty: 2630.474609
	Iteration 19Q: 3 clusters Score -167331.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -167342.609375 Penalty: 2630.474609
	Iteration 20F: 3 clusters Score -167342.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -167354.031250 Penalty: 2630.474609
	Iteration 21Q: 3 clusters Score -167354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -167370.875000 Penalty: 2630.474609
	Iteration 22Q: 3 clusters Score -167370.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -167389.781250 Penalty: 2630.474609
	Iteration 23Q: 3 clusters Score -167389.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -167404.875000 Penalty: 2630.474609
	Iteration 24Q: 3 clusters Score -167404.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -167420.687500 Penalty: 2630.474609
	Iteration 25Q: 3 clusters Score -167420.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -167437.484375 Penalty: 2630.474609
	Iteration 26Q: 3 clusters Score -167437.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -167454.875000 Penalty: 2630.474609
	Iteration 27Q: 3 clusters Score -167454.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -167471.500000 Penalty: 2630.474609
	Iteration 28Q: 3 clusters Score -167471.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -167485.156250 Penalty: 2630.474609
	Iteration 29Q: 3 clusters Score -167485.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -167494.375000 Penalty: 2630.474609
	Iteration 30Q: 3 clusters Score -167494.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -167503.875000 Penalty: 2630.474609
	Iteration 31Q: 3 clusters Score -167503.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -167512.843750 Penalty: 2630.474609
	Iteration 32Q: 3 clusters Score -167512.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -167519.078125 Penalty: 2630.474609
	Iteration 33Q: 3 clusters Score -167519.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -167528.671875 Penalty: 2630.474609
	Iteration 34Q: 3 clusters Score -167528.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -167533.593750 Penalty: 2630.474609
	Iteration 35Q: 3 clusters Score -167533.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -167539.484375 Penalty: 2630.474609
	Iteration 36Q: 3 clusters Score -167539.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -167549.109375 Penalty: 2630.474609
	Iteration 37Q: 3 clusters Score -167549.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -167557.156250 Penalty: 2630.474609
	Iteration 38Q: 3 clusters Score -167557.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -167561.171875 Penalty: 2630.474609
	Iteration 39Q: 3 clusters Score -167561.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -167565.953125 Penalty: 2630.474609
	Iteration 40F: 3 clusters Score -167566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -167569.125000 Penalty: 2630.474609
	Iteration 41Q: 3 clusters Score -167569.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -167571.078125 Penalty: 2630.474609
	Iteration 42Q: 3 clusters Score -167571.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -167572.359375 Penalty: 2630.474609
	Iteration 43Q: 3 clusters Score -167572.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -167575.781250 Penalty: 2630.474609
	Iteration 44Q: 3 clusters Score -167575.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -167576.859375 Penalty: 2630.474609
	Iteration 45Q: 3 clusters Score -167576.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -167578.140625 Penalty: 2630.474609
	Iteration 46Q: 3 clusters Score -167578.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -167579.484375 Penalty: 2630.474609
	Iteration 47Q: 3 clusters Score -167579.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -167580.453125 Penalty: 2630.474609
	Iteration 48Q: 3 clusters Score -167580.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -167580.250000 Penalty: 2630.474609
	Iteration 49Q: 3 clusters Score -167580.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -167581.500000 Penalty: 2630.474609
	Iteration 50Q: 3 clusters Score -167581.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -167583.000000 Penalty: 2630.474609
	Iteration 51Q: 3 clusters Score -167583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -167584.390625 Penalty: 2630.474609
	Iteration 52Q: 3 clusters Score -167584.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -167584.390625 Penalty: 2630.474609
	Iteration 53F: 3 clusters Score -167584.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Entering Unmasked Estep 
Score: -939503.375000 Penalty: 1593.329102
	Iteration 0F: 2 clusters Score -939503.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -927124.187500 Penalty: 3186.658203
	Iteration 0F: 3 clusters Score -927124.2 nChanged 8102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -931339.687500 Penalty: 3186.658203
	Iteration 1F: 3 clusters Score -931339.7 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -931631.625000 Penalty: 3186.658203
	Iteration 2Q: 3 clusters Score -931631.6 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -931922.375000 Penalty: 3186.658203
	Iteration 3Q: 3 clusters Score -931922.4 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -932188.062500 Penalty: 3186.658203
	Iteration 4Q: 3 clusters Score -932188.1 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -932477.312500 Penalty: 3186.658203
	Iteration 5Q: 3 clusters Score -932477.3 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -932854.625000 Penalty: 3186.658203
	Iteration 6Q: 3 clusters Score -932854.6 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -933358.062500 Penalty: 3186.658203
	Iteration 7Q: 3 clusters Score -933358.1 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -934022.750000 Penalty: 3186.658203
	Iteration 8F: 3 clusters Score -934022.8 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -934893.437500 Penalty: 3186.658203
	Iteration 9F: 3 clusters Score -934893.4 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -935798.812500 Penalty: 3186.658203
	Iteration 10F: 3 clusters Score -935798.8 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -936509.187500 Penalty: 3186.658203
	Iteration 11Q: 3 clusters Score -936509.2 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -937005.812500 Penalty: 3186.658203
	Iteration 12Q: 3 clusters Score -937005.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -937342.125000 Penalty: 3186.658203
	Iteration 13Q: 3 clusters Score -937342.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -937551.375000 Penalty: 3186.658203
	Iteration 14Q: 3 clusters Score -937551.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -937684.687500 Penalty: 3186.658203
	Iteration 15Q: 3 clusters Score -937684.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -937800.937500 Penalty: 3186.658203
	Iteration 16Q: 3 clusters Score -937800.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -937900.562500 Penalty: 3186.658203
	Iteration 17Q: 3 clusters Score -937900.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -937996.500000 Penalty: 3186.658203
	Iteration 18Q: 3 clusters Score -937996.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -938090.125000 Penalty: 3186.658203
	Iteration 19Q: 3 clusters Score -938090.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -938172.062500 Penalty: 3186.658203
	Iteration 20F: 3 clusters Score -938172.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -938228.812500 Penalty: 3186.658203
	Iteration 21Q: 3 clusters Score -938228.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -938256.000000 Penalty: 3186.658203
	Iteration 22Q: 3 clusters Score -938256 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -938280.875000 Penalty: 3186.658203
	Iteration 23Q: 3 clusters Score -938280.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -938297.875000 Penalty: 3186.658203
	Iteration 24Q: 3 clusters Score -938297.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -938316.062500 Penalty: 3186.658203
	Iteration 25Q: 3 clusters Score -938316.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -938334.437500 Penalty: 3186.658203
	Iteration 26Q: 3 clusters Score -938334.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -938351.250000 Penalty: 3186.658203
	Iteration 27Q: 3 clusters Score -938351.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -938363.687500 Penalty: 3186.658203
	Iteration 28Q: 3 clusters Score -938363.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -938379.562500 Penalty: 3186.658203
	Iteration 29Q: 3 clusters Score -938379.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -938391.812500 Penalty: 3186.658203
	Iteration 30Q: 3 clusters Score -938391.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -938400.500000 Penalty: 3186.658203
	Iteration 31Q: 3 clusters Score -938400.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -938410.812500 Penalty: 3186.658203
	Iteration 32Q: 3 clusters Score -938410.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -938418.000000 Penalty: 3186.658203
	Iteration 33Q: 3 clusters Score -938418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -938420.312500 Penalty: 3186.658203
	Iteration 34Q: 3 clusters Score -938420.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -938422.000000 Penalty: 3186.658203
	Iteration 35Q: 3 clusters Score -938422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -938423.125000 Penalty: 3186.658203
	Iteration 36Q: 3 clusters Score -938423.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -938426.312500 Penalty: 3186.658203
	Iteration 37Q: 3 clusters Score -938426.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -938424.875000 Penalty: 3186.658203
	Iteration 38Q: 3 clusters Score -938424.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -938425.750000 Penalty: 3186.658203
	Iteration 39Q: 3 clusters Score -938425.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -938427.375000 Penalty: 3186.658203
	Iteration 40F: 3 clusters Score -938427.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -938428.062500 Penalty: 3186.658203
	Iteration 41Q: 3 clusters Score -938428.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -938428.875000 Penalty: 3186.658203
	Iteration 42Q: 3 clusters Score -938428.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -938429.312500 Penalty: 3186.658203
	Iteration 43Q: 3 clusters Score -938429.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -938428.812500 Penalty: 3186.658203
	Iteration 44Q: 3 clusters Score -938428.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -938429.687500 Penalty: 3186.658203
	Iteration 45Q: 3 clusters Score -938429.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -938428.812500 Penalty: 3186.658203
	Iteration 46Q: 3 clusters Score -938428.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -938428.812500 Penalty: 3186.658203
	Iteration 47F: 3 clusters Score -938428.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Entering Unmasked Estep 
Score: -132707.937500 Penalty: 1290.055420
	Iteration 0F: 2 clusters Score -132707.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -130109.078125 Penalty: 2580.110840
	Iteration 0F: 3 clusters Score -130109.1 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -130741.179688 Penalty: 2580.110840
	Iteration 1F: 3 clusters Score -130741.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -130874.523438 Penalty: 2580.110840
	Iteration 2F: 3 clusters Score -130874.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -130968.820312 Penalty: 2580.110840
	Iteration 3F: 3 clusters Score -130968.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -131051.507812 Penalty: 2580.110840
	Iteration 4Q: 3 clusters Score -131051.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -131118.015625 Penalty: 2580.110840
	Iteration 5Q: 3 clusters Score -131118 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -131181.968750 Penalty: 2580.110840
	Iteration 6Q: 3 clusters Score -131182 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -131251.890625 Penalty: 2580.110840
	Iteration 7Q: 3 clusters Score -131251.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -131309.703125 Penalty: 2580.110840
	Iteration 8Q: 3 clusters Score -131309.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -131372.406250 Penalty: 2580.110840
	Iteration 9Q: 3 clusters Score -131372.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -131417.093750 Penalty: 2580.110840
	Iteration 10Q: 3 clusters Score -131417.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -131458.656250 Penalty: 2580.110840
	Iteration 11Q: 3 clusters Score -131458.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -131495.531250 Penalty: 2580.110840
	Iteration 12Q: 3 clusters Score -131495.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -131522.750000 Penalty: 2580.110840
	Iteration 13Q: 3 clusters Score -131522.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -131541.328125 Penalty: 2580.110840
	Iteration 14Q: 3 clusters Score -131541.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -131555.375000 Penalty: 2580.110840
	Iteration 15Q: 3 clusters Score -131555.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -131567.265625 Penalty: 2580.110840
	Iteration 16Q: 3 clusters Score -131567.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -131582.593750 Penalty: 2580.110840
	Iteration 17Q: 3 clusters Score -131582.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -131595.484375 Penalty: 2580.110840
	Iteration 18Q: 3 clusters Score -131595.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -131611.078125 Penalty: 2580.110840
	Iteration 19Q: 3 clusters Score -131611.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -131625.046875 Penalty: 2580.110840
	Iteration 20F: 3 clusters Score -131625 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -131634.421875 Penalty: 2580.110840
	Iteration 21Q: 3 clusters Score -131634.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -131641.765625 Penalty: 2580.110840
	Iteration 22Q: 3 clusters Score -131641.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -131645.656250 Penalty: 2580.110840
	Iteration 23Q: 3 clusters Score -131645.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -131648.968750 Penalty: 2580.110840
	Iteration 24Q: 3 clusters Score -131649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -131653.296875 Penalty: 2580.110840
	Iteration 25Q: 3 clusters Score -131653.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -131659.031250 Penalty: 2580.110840
	Iteration 26Q: 3 clusters Score -131659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -131662.421875 Penalty: 2580.110840
	Iteration 27Q: 3 clusters Score -131662.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -131665.187500 Penalty: 2580.110840
	Iteration 28Q: 3 clusters Score -131665.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -131666.171875 Penalty: 2580.110840
	Iteration 29Q: 3 clusters Score -131666.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -131667.562500 Penalty: 2580.110840
	Iteration 30Q: 3 clusters Score -131667.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -131669.656250 Penalty: 2580.110840
	Iteration 31Q: 3 clusters Score -131669.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -131671.625000 Penalty: 2580.110840
	Iteration 32Q: 3 clusters Score -131671.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -131676.171875 Penalty: 2580.110840
	Iteration 33Q: 3 clusters Score -131676.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -131679.625000 Penalty: 2580.110840
	Iteration 34Q: 3 clusters Score -131679.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -131684.187500 Penalty: 2580.110840
	Iteration 35Q: 3 clusters Score -131684.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -131689.656250 Penalty: 2580.110840
	Iteration 36Q: 3 clusters Score -131689.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -131695.156250 Penalty: 2580.110840
	Iteration 37Q: 3 clusters Score -131695.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -131699.500000 Penalty: 2580.110840
	Iteration 38Q: 3 clusters Score -131699.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -131704.437500 Penalty: 2580.110840
	Iteration 39Q: 3 clusters Score -131704.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -131709.718750 Penalty: 2580.110840
	Iteration 40F: 3 clusters Score -131709.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -131716.265625 Penalty: 2580.110840
	Iteration 41Q: 3 clusters Score -131716.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -131719.250000 Penalty: 2580.110840
	Iteration 42Q: 3 clusters Score -131719.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -131721.515625 Penalty: 2580.110840
	Iteration 43Q: 3 clusters Score -131721.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -131722.468750 Penalty: 2580.110840
	Iteration 44Q: 3 clusters Score -131722.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -131723.828125 Penalty: 2580.110840
	Iteration 45Q: 3 clusters Score -131723.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -131724.125000 Penalty: 2580.110840
	Iteration 46Q: 3 clusters Score -131724.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -131725.562500 Penalty: 2580.110840
	Iteration 47Q: 3 clusters Score -131725.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -131726.718750 Penalty: 2580.110840
	Iteration 48Q: 3 clusters Score -131726.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -131726.718750 Penalty: 2580.110840
	Iteration 49F: 3 clusters Score -131726.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (198230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198230 members 
Entering Unmasked Estep 
Score: -10385412.000000 Penalty: 1982.042358
	Iteration 0F: 2 clusters Score -1.038541e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99065 members 
Mstep: Class 2 contains 99165 members 
Entering Unmasked Estep 
Score: -10251650.000000 Penalty: 3964.084717
	Iteration 0F: 3 clusters Score -1.025165e+07 nChanged 96211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98360 members 
Mstep: Class 2 contains 99870 members 
Entering Unmasked Estep 
Score: -10308951.000000 Penalty: 3964.084717
	Iteration 1F: 3 clusters Score -1.030895e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97774 members 
Mstep: Class 2 contains 100456 members 
Entering Unmasked Estep 
Score: -10309961.000000 Penalty: 3964.084717
	Iteration 2Q: 3 clusters Score -1.030996e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96871 members 
Mstep: Class 2 contains 101359 members 
Entering Unmasked Estep 
Score: -10311217.000000 Penalty: 3964.084717
	Iteration 3Q: 3 clusters Score -1.031122e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95446 members 
Mstep: Class 2 contains 102784 members 
Entering Unmasked Estep 
Score: -10312669.000000 Penalty: 3964.084717
	Iteration 4Q: 3 clusters Score -1.031267e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93179 members 
Mstep: Class 2 contains 105051 members 
Entering Unmasked Estep 
Score: -10314573.000000 Penalty: 3964.084717
	Iteration 5Q: 3 clusters Score -1.031457e+07 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89892 members 
Mstep: Class 2 contains 108338 members 
Entering Unmasked Estep 
Score: -10317363.000000 Penalty: 3964.084717
	Iteration 6Q: 3 clusters Score -1.031736e+07 nChanged 8433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85359 members 
Mstep: Class 2 contains 112871 members 
Entering Unmasked Estep 
Score: -10320903.000000 Penalty: 3964.084717
	Iteration 7Q: 3 clusters Score -1.03209e+07 nChanged 9270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79671 members 
Mstep: Class 2 contains 118559 members 
Entering Unmasked Estep 
Score: -10325526.000000 Penalty: 3964.084717
	Iteration 8Q: 3 clusters Score -1.032553e+07 nChanged 9961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72918 members 
Mstep: Class 2 contains 125312 members 
Entering Unmasked Estep 
Score: -10330779.000000 Penalty: 3964.084717
	Iteration 9F: 3 clusters Score -1.033078e+07 nChanged 10051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65459 members 
Mstep: Class 2 contains 132771 members 
Entering Unmasked Estep 
Score: -10336584.000000 Penalty: 3964.084717
	Iteration 10F: 3 clusters Score -1.033658e+07 nChanged 9983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57548 members 
Mstep: Class 2 contains 140682 members 
Entering Unmasked Estep 
Score: -10343149.000000 Penalty: 3964.084717
	Iteration 11F: 3 clusters Score -1.034315e+07 nChanged 9715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49551 members 
Mstep: Class 2 contains 148679 members 
Entering Unmasked Estep 
Score: -10350761.000000 Penalty: 3964.084717
	Iteration 12Q: 3 clusters Score -1.035076e+07 nChanged 9025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 156118 members 
Entering Unmasked Estep 
Score: -10358897.000000 Penalty: 3964.084717
	Iteration 13Q: 3 clusters Score -1.03589e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 161938 members 
Entering Unmasked Estep 
Score: -10365229.000000 Penalty: 3964.084717
	Iteration 14Q: 3 clusters Score -1.036523e+07 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 166761 members 
Entering Unmasked Estep 
Score: -10369047.000000 Penalty: 3964.084717
	Iteration 15Q: 3 clusters Score -1.036905e+07 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 170966 members 
Entering Unmasked Estep 
Score: -10371649.000000 Penalty: 3964.084717
	Iteration 16Q: 3 clusters Score -1.037165e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 174761 members 
Entering Unmasked Estep 
Score: -10373633.000000 Penalty: 3964.084717
	Iteration 17Q: 3 clusters Score -1.037363e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 178009 members 
Entering Unmasked Estep 
Score: -10375223.000000 Penalty: 3964.084717
	Iteration 18Q: 3 clusters Score -1.037522e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 180954 members 
Entering Unmasked Estep 
Score: -10376547.000000 Penalty: 3964.084717
	Iteration 19Q: 3 clusters Score -1.037655e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 183465 members 
Entering Unmasked Estep 
Score: -10377682.000000 Penalty: 3964.084717
	Iteration 20F: 3 clusters Score -1.037768e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 185709 members 
Entering Unmasked Estep 
Score: -10378718.000000 Penalty: 3964.084717
	Iteration 21Q: 3 clusters Score -1.037872e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 187616 members 
Entering Unmasked Estep 
Score: -10379629.000000 Penalty: 3964.084717
	Iteration 22Q: 3 clusters Score -1.037963e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 189275 members 
Entering Unmasked Estep 
Score: -10380392.000000 Penalty: 3964.084717
	Iteration 23Q: 3 clusters Score -1.038039e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 190589 members 
Entering Unmasked Estep 
Score: -10380924.000000 Penalty: 3964.084717
	Iteration 24Q: 3 clusters Score -1.038092e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 191704 members 
Entering Unmasked Estep 
Score: -10381440.000000 Penalty: 3964.084717
	Iteration 25Q: 3 clusters Score -1.038144e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 192630 members 
Entering Unmasked Estep 
Score: -10381807.000000 Penalty: 3964.084717
	Iteration 26Q: 3 clusters Score -1.038181e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 193407 members 
Entering Unmasked Estep 
Score: -10382146.000000 Penalty: 3964.084717
	Iteration 27Q: 3 clusters Score -1.038215e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 194034 members 
Entering Unmasked Estep 
Score: -10382384.000000 Penalty: 3964.084717
	Iteration 28Q: 3 clusters Score -1.038238e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 194554 members 
Entering Unmasked Estep 
Score: -10382617.000000 Penalty: 3964.084717
	Iteration 29Q: 3 clusters Score -1.038262e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 194988 members 
Entering Unmasked Estep 
Score: -10382791.000000 Penalty: 3964.084717
	Iteration 30Q: 3 clusters Score -1.038279e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 195344 members 
Entering Unmasked Estep 
Score: -10382911.000000 Penalty: 3964.084717
	Iteration 31Q: 3 clusters Score -1.038291e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 195650 members 
Entering Unmasked Estep 
Score: -10383022.000000 Penalty: 3964.084717
	Iteration 32Q: 3 clusters Score -1.038302e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 195900 members 
Entering Unmasked Estep 
Score: -10383145.000000 Penalty: 3964.084717
	Iteration 33Q: 3 clusters Score -1.038314e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 196111 members 
Entering Unmasked Estep 
Score: -10383238.000000 Penalty: 3964.084717
	Iteration 34Q: 3 clusters Score -1.038324e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 196288 members 
Entering Unmasked Estep 
Score: -10383322.000000 Penalty: 3964.084717
	Iteration 35Q: 3 clusters Score -1.038332e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 196427 members 
Entering Unmasked Estep 
Score: -10383371.000000 Penalty: 3964.084717
	Iteration 36Q: 3 clusters Score -1.038337e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 196559 members 
Entering Unmasked Estep 
Score: -10383417.000000 Penalty: 3964.084717
	Iteration 37Q: 3 clusters Score -1.038342e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 196689 members 
Entering Unmasked Estep 
Score: -10383473.000000 Penalty: 3964.084717
	Iteration 38Q: 3 clusters Score -1.038347e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 196809 members 
Entering Unmasked Estep 
Score: -10383530.000000 Penalty: 3964.084717
	Iteration 39Q: 3 clusters Score -1.038353e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 196895 members 
Entering Unmasked Estep 
Score: -10383583.000000 Penalty: 3964.084717
	Iteration 40F: 3 clusters Score -1.038358e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 196949 members 
Entering Unmasked Estep 
Score: -10383611.000000 Penalty: 3964.084717
	Iteration 41Q: 3 clusters Score -1.038361e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 196993 members 
Entering Unmasked Estep 
Score: -10383628.000000 Penalty: 3964.084717
	Iteration 42Q: 3 clusters Score -1.038363e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 197026 members 
Entering Unmasked Estep 
Score: -10383627.000000 Penalty: 3964.084717
	Iteration 43Q: 3 clusters Score -1.038363e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 197065 members 
Entering Unmasked Estep 
Score: -10383662.000000 Penalty: 3964.084717
	Iteration 44Q: 3 clusters Score -1.038366e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 197094 members 
Entering Unmasked Estep 
Score: -10383678.000000 Penalty: 3964.084717
	Iteration 45Q: 3 clusters Score -1.038368e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 197136 members 
Entering Unmasked Estep 
Score: -10383688.000000 Penalty: 3964.084717
	Iteration 46Q: 3 clusters Score -1.038369e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 197178 members 
Entering Unmasked Estep 
Score: -10383709.000000 Penalty: 3964.084717
	Iteration 47Q: 3 clusters Score -1.038371e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 197209 members 
Entering Unmasked Estep 
Score: -10383714.000000 Penalty: 3964.084717
	Iteration 48Q: 3 clusters Score -1.038371e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 197236 members 
Entering Unmasked Estep 
Score: -10383737.000000 Penalty: 3964.084717
	Iteration 49Q: 3 clusters Score -1.038374e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 197245 members 
Entering Unmasked Estep 
Score: -10383737.000000 Penalty: 3964.084717
	Iteration 50Q: 3 clusters Score -1.038374e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 197254 members 
Entering Unmasked Estep 
Score: -10383738.000000 Penalty: 3964.084717
	Iteration 51Q: 3 clusters Score -1.038374e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 197264 members 
Entering Unmasked Estep 
Score: -10383763.000000 Penalty: 3964.084717
	Iteration 52Q: 3 clusters Score -1.038376e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 197276 members 
Entering Unmasked Estep 
Score: -10383767.000000 Penalty: 3964.084717
	Iteration 53Q: 3 clusters Score -1.038377e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 197281 members 
Entering Unmasked Estep 
Score: -10383772.000000 Penalty: 3964.084717
	Iteration 54Q: 3 clusters Score -1.038377e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 197289 members 
Entering Unmasked Estep 
Score: -10383773.000000 Penalty: 3964.084717
	Iteration 55Q: 3 clusters Score -1.038377e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 197295 members 
Entering Unmasked Estep 
Score: -10383770.000000 Penalty: 3964.084717
	Iteration 56Q: 3 clusters Score -1.038377e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 197303 members 
Entering Unmasked Estep 
Score: -10383780.000000 Penalty: 3964.084717
	Iteration 57Q: 3 clusters Score -1.038378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 197309 members 
Entering Unmasked Estep 
Score: -10383785.000000 Penalty: 3964.084717
	Iteration 58Q: 3 clusters Score -1.038378e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 197319 members 
Entering Unmasked Estep 
Score: -10383792.000000 Penalty: 3964.084717
	Iteration 59Q: 3 clusters Score -1.038379e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 197325 members 
Entering Unmasked Estep 
Score: -10383788.000000 Penalty: 3964.084717
	Iteration 60F: 3 clusters Score -1.038379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 197332 members 
Entering Unmasked Estep 
Score: -10383788.000000 Penalty: 3964.084717
	Iteration 61Q: 3 clusters Score -1.038379e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 197337 members 
Entering Unmasked Estep 
Score: -10383806.000000 Penalty: 3964.084717
	Iteration 62Q: 3 clusters Score -1.038381e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 197343 members 
Entering Unmasked Estep 
Score: -10383803.000000 Penalty: 3964.084717
	Iteration 63Q: 3 clusters Score -1.03838e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197354 members 
Entering Unmasked Estep 
Score: -10383799.000000 Penalty: 3964.084717
	Iteration 64Q: 3 clusters Score -1.03838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 197359 members 
Entering Unmasked Estep 
Score: -10383792.000000 Penalty: 3964.084717
	Iteration 65Q: 3 clusters Score -1.038379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 197365 members 
Entering Unmasked Estep 
Score: -10383790.000000 Penalty: 3964.084717
	Iteration 66Q: 3 clusters Score -1.038379e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 197371 members 
Entering Unmasked Estep 
Score: -10383795.000000 Penalty: 3964.084717
	Iteration 67Q: 3 clusters Score -1.03838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 197375 members 
Entering Unmasked Estep 
Score: -10383798.000000 Penalty: 3964.084717
	Iteration 68Q: 3 clusters Score -1.03838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 197380 members 
Entering Unmasked Estep 
Score: -10383806.000000 Penalty: 3964.084717
	Iteration 69Q: 3 clusters Score -1.038381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 197385 members 
Entering Unmasked Estep 
Score: -10383809.000000 Penalty: 3964.084717
	Iteration 70Q: 3 clusters Score -1.038381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 197392 members 
Entering Unmasked Estep 
Score: -10383819.000000 Penalty: 3964.084717
	Iteration 71Q: 3 clusters Score -1.038382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 197395 members 
Entering Unmasked Estep 
Score: -10383819.000000 Penalty: 3964.084717
	Iteration 72Q: 3 clusters Score -1.038382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 197398 members 
Entering Unmasked Estep 
Score: -10383814.000000 Penalty: 3964.084717
	Iteration 73Q: 3 clusters Score -1.038381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 197403 members 
Entering Unmasked Estep 
Score: -10383811.000000 Penalty: 3964.084717
	Iteration 74Q: 3 clusters Score -1.038381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 197407 members 
Entering Unmasked Estep 
Score: -10383814.000000 Penalty: 3964.084717
	Iteration 75Q: 3 clusters Score -1.038381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 197410 members 
Entering Unmasked Estep 
Score: -10383812.000000 Penalty: 3964.084717
	Iteration 76Q: 3 clusters Score -1.038381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 197413 members 
Entering Unmasked Estep 
Score: -10383828.000000 Penalty: 3964.084717
	Iteration 77Q: 3 clusters Score -1.038383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 197416 members 
Entering Unmasked Estep 
Score: -10383826.000000 Penalty: 3964.084717
	Iteration 78Q: 3 clusters Score -1.038383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 197414 members 
Entering Unmasked Estep 
Score: -10383825.000000 Penalty: 3964.084717
	Iteration 79Q: 3 clusters Score -1.038382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 197414 members 
Entering Unmasked Estep 
Score: -10383821.000000 Penalty: 3964.084717
	Iteration 80F: 3 clusters Score -1.038382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 197416 members 
Entering Unmasked Estep 
Score: -10383821.000000 Penalty: 3964.084717
	Iteration 81Q: 3 clusters Score -1.038382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 197420 members 
Entering Unmasked Estep 
Score: -10383829.000000 Penalty: 3964.084717
	Iteration 82Q: 3 clusters Score -1.038383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 197420 members 
Entering Unmasked Estep 
Score: -10383830.000000 Penalty: 3964.084717
	Iteration 83Q: 3 clusters Score -1.038383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 197420 members 
Entering Unmasked Estep 
Score: -10383841.000000 Penalty: 3964.084717
	Iteration 84Q: 3 clusters Score -1.038384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 197421 members 
Entering Unmasked Estep 
Score: -10383846.000000 Penalty: 3964.084717
	Iteration 85Q: 3 clusters Score -1.038385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 197422 members 
Entering Unmasked Estep 
Score: -10383852.000000 Penalty: 3964.084717
	Iteration 86Q: 3 clusters Score -1.038385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 197424 members 
Entering Unmasked Estep 
Score: -10383851.000000 Penalty: 3964.084717
	Iteration 87Q: 3 clusters Score -1.038385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 197427 members 
Entering Unmasked Estep 
Score: -10383853.000000 Penalty: 3964.084717
	Iteration 88Q: 3 clusters Score -1.038385e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 197432 members 
Entering Unmasked Estep 
Score: -10383854.000000 Penalty: 3964.084717
	Iteration 89Q: 3 clusters Score -1.038385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 197436 members 
Entering Unmasked Estep 
Score: -10383853.000000 Penalty: 3964.084717
	Iteration 90Q: 3 clusters Score -1.038385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 197440 members 
Entering Unmasked Estep 
Score: -10383852.000000 Penalty: 3964.084717
	Iteration 91Q: 3 clusters Score -1.038385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 197440 members 
Entering Unmasked Estep 
Score: -10383863.000000 Penalty: 3964.084717
	Iteration 92Q: 3 clusters Score -1.038386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 197440 members 
Entering Unmasked Estep 
Score: -10383858.000000 Penalty: 3964.084717
	Iteration 93Q: 3 clusters Score -1.038386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 197442 members 
Entering Unmasked Estep 
Score: -10383863.000000 Penalty: 3964.084717
	Iteration 94Q: 3 clusters Score -1.038386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 197443 members 
Entering Unmasked Estep 
Score: -10383864.000000 Penalty: 3964.084717
	Iteration 95Q: 3 clusters Score -1.038386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 197444 members 
Entering Unmasked Estep 
Score: -10383863.000000 Penalty: 3964.084717
	Iteration 96Q: 3 clusters Score -1.038386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 197446 members 
Entering Unmasked Estep 
Score: -10383859.000000 Penalty: 3964.084717
	Iteration 97Q: 3 clusters Score -1.038386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 197449 members 
Entering Unmasked Estep 
Score: -10383862.000000 Penalty: 3964.084717
	Iteration 98Q: 3 clusters Score -1.038386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 197453 members 
Entering Unmasked Estep 
Score: -10383861.000000 Penalty: 3964.084717
	Iteration 99Q: 3 clusters Score -1.038386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 197457 members 
Entering Unmasked Estep 
Score: -10383864.000000 Penalty: 3964.084717
	Iteration 100F: 3 clusters Score -1.038386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 197458 members 
Entering Unmasked Estep 
Score: -10383862.000000 Penalty: 3964.084717
	Iteration 101Q: 3 clusters Score -1.038386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 197460 members 
Entering Unmasked Estep 
Score: -10383864.000000 Penalty: 3964.084717
	Iteration 102Q: 3 clusters Score -1.038386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 197461 members 
Entering Unmasked Estep 
Score: -10383868.000000 Penalty: 3964.084717
	Iteration 103Q: 3 clusters Score -1.038387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 197461 members 
Entering Unmasked Estep 
Score: -10383868.000000 Penalty: 3964.084717
	Iteration 104F: 3 clusters Score -1.038387e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (184111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184111 members 
Entering Unmasked Estep 
Score: -9268229.000000 Penalty: 1970.035278
	Iteration 0F: 2 clusters Score -9268229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92071 members 
Mstep: Class 2 contains 92040 members 
Entering Unmasked Estep 
Score: -9144409.000000 Penalty: 3940.070557
	Iteration 0F: 3 clusters Score -9144409 nChanged 89207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93490 members 
Mstep: Class 2 contains 90621 members 
Entering Unmasked Estep 
Score: -9198661.000000 Penalty: 3940.070557
	Iteration 1F: 3 clusters Score -9198661 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94187 members 
Mstep: Class 2 contains 89924 members 
Entering Unmasked Estep 
Score: -9201293.000000 Penalty: 3940.070557
	Iteration 2Q: 3 clusters Score -9201293 nChanged 8742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95271 members 
Mstep: Class 2 contains 88840 members 
Entering Unmasked Estep 
Score: -9205622.000000 Penalty: 3940.070557
	Iteration 3Q: 3 clusters Score -9205622 nChanged 10519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96812 members 
Mstep: Class 2 contains 87299 members 
Entering Unmasked Estep 
Score: -9211901.000000 Penalty: 3940.070557
	Iteration 4F: 3 clusters Score -9211901 nChanged 12434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99188 members 
Mstep: Class 2 contains 84923 members 
Entering Unmasked Estep 
Score: -9220163.000000 Penalty: 3940.070557
	Iteration 5F: 3 clusters Score -9220163 nChanged 13044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102504 members 
Mstep: Class 2 contains 81607 members 
Entering Unmasked Estep 
Score: -9229589.000000 Penalty: 3940.070557
	Iteration 6F: 3 clusters Score -9229589 nChanged 12424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106276 members 
Mstep: Class 2 contains 77835 members 
Entering Unmasked Estep 
Score: -9238503.000000 Penalty: 3940.070557
	Iteration 7F: 3 clusters Score -9238503 nChanged 10162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109932 members 
Mstep: Class 2 contains 74179 members 
Entering Unmasked Estep 
Score: -9245289.000000 Penalty: 3940.070557
	Iteration 8F: 3 clusters Score -9245289 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113480 members 
Mstep: Class 2 contains 70631 members 
Entering Unmasked Estep 
Score: -9249532.000000 Penalty: 3940.070557
	Iteration 9Q: 3 clusters Score -9249532 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116746 members 
Mstep: Class 2 contains 67365 members 
Entering Unmasked Estep 
Score: -9252107.000000 Penalty: 3940.070557
	Iteration 10Q: 3 clusters Score -9252107 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119829 members 
Mstep: Class 2 contains 64282 members 
Entering Unmasked Estep 
Score: -9253705.000000 Penalty: 3940.070557
	Iteration 11Q: 3 clusters Score -9253705 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122739 members 
Mstep: Class 2 contains 61372 members 
Entering Unmasked Estep 
Score: -9255079.000000 Penalty: 3940.070557
	Iteration 12Q: 3 clusters Score -9255079 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125510 members 
Mstep: Class 2 contains 58601 members 
Entering Unmasked Estep 
Score: -9256236.000000 Penalty: 3940.070557
	Iteration 13Q: 3 clusters Score -9256236 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128067 members 
Mstep: Class 2 contains 56044 members 
Entering Unmasked Estep 
Score: -9257071.000000 Penalty: 3940.070557
	Iteration 14Q: 3 clusters Score -9257071 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130464 members 
Mstep: Class 2 contains 53647 members 
Entering Unmasked Estep 
Score: -9257837.000000 Penalty: 3940.070557
	Iteration 15Q: 3 clusters Score -9257837 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132717 members 
Mstep: Class 2 contains 51394 members 
Entering Unmasked Estep 
Score: -9258497.000000 Penalty: 3940.070557
	Iteration 16Q: 3 clusters Score -9258497 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134859 members 
Mstep: Class 2 contains 49252 members 
Entering Unmasked Estep 
Score: -9259052.000000 Penalty: 3940.070557
	Iteration 17Q: 3 clusters Score -9259052 nChanged 1955
Entering Unmasked Mstep 
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Mstep: Class 1 contains 136806 members 
Mstep: Class 2 contains 47305 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138645 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9259932 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140372 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9260219 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142012 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9260541 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143566 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9260836 nChanged 1438
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145004 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146347 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147610 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148862 members 
Mstep: Class 2 contains 35249 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 150031 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9261761 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151154 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9261928 nChanged 1086
Entering Unmasked Mstep 
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Mstep: Class 1 contains 152240 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9262070 nChanged 973
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153213 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 154154 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9262473 nChanged 911
Entering Unmasked Mstep 
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Mstep: Class 1 contains 155065 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9262585 nChanged 822
Entering Unmasked Mstep 
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Mstep: Class 1 contains 155887 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 156706 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9262795 nChanged 821
Entering Unmasked Mstep 
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Mstep: Class 1 contains 157527 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9262923 nChanged 818
Entering Unmasked Mstep 
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Mstep: Class 1 contains 158345 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9263004 nChanged 817
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159162 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9263112 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159922 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9263240 nChanged 759
Entering Unmasked Mstep 
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Mstep: Class 1 contains 160681 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161447 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9263520 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162209 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9263657 nChanged 770
Entering Unmasked Mstep 
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Mstep: Class 1 contains 162977 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9263800 nChanged 805
Entering Unmasked Mstep 
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Mstep: Class 1 contains 163780 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9263985 nChanged 810
Entering Unmasked Mstep 
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Mstep: Class 1 contains 164574 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 165333 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 166089 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 166795 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 167479 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 168141 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 168673 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 169171 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 169629 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 170064 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170810 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 171396 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 171666 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 171922 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172175 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9266381 nChanged 238
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Mstep: Class 1 contains 172401 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172624 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9266471 nChanged 177
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Mstep: Class 1 contains 173152 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9266468 nChanged 161
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Mstep: Class 1 contains 173309 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9266500 nChanged 154
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Mstep: Class 1 contains 173461 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9266515 nChanged 185
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9266517 nChanged 165
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Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9266532 nChanged 202
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Mstep: Class 1 contains 173987 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 174194 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 175643 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9267031 nChanged 43
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	Iteration 108Q: 3 clusters Score -9267042 nChanged 54
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178382 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -9267050.000000 Penalty: 3940.070557
	Iteration 109Q: 3 clusters Score -9267050 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178420 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -9267041.000000 Penalty: 3940.070557
	Iteration 110Q: 3 clusters Score -9267041 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178461 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -9267034.000000 Penalty: 3940.070557
	Iteration 111Q: 3 clusters Score -9267034 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178497 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -9267038.000000 Penalty: 3940.070557
	Iteration 112Q: 3 clusters Score -9267038 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178528 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -9267050.000000 Penalty: 3940.070557
	Iteration 113Q: 3 clusters Score -9267050 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178555 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -9267038.000000 Penalty: 3940.070557
	Iteration 114Q: 3 clusters Score -9267038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178589 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -9267041.000000 Penalty: 3940.070557
	Iteration 115Q: 3 clusters Score -9267041 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178630 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -9267078.000000 Penalty: 3940.070557
	Iteration 116Q: 3 clusters Score -9267078 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178663 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -9267078.000000 Penalty: 3940.070557
	Iteration 117Q: 3 clusters Score -9267078 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178695 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -9267071.000000 Penalty: 3940.070557
	Iteration 118Q: 3 clusters Score -9267071 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178725 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -9267079.000000 Penalty: 3940.070557
	Iteration 119Q: 3 clusters Score -9267079 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178745 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -9267088.000000 Penalty: 3940.070557
	Iteration 120F: 3 clusters Score -9267088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178759 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -9267078.000000 Penalty: 3940.070557
	Iteration 121Q: 3 clusters Score -9267078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178772 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -9267088.000000 Penalty: 3940.070557
	Iteration 122Q: 3 clusters Score -9267088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178781 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -9267090.000000 Penalty: 3940.070557
	Iteration 123Q: 3 clusters Score -9267090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178790 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -9267095.000000 Penalty: 3940.070557
	Iteration 124Q: 3 clusters Score -9267095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178794 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -9267088.000000 Penalty: 3940.070557
	Iteration 125Q: 3 clusters Score -9267088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178806 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -9267105.000000 Penalty: 3940.070557
	Iteration 126Q: 3 clusters Score -9267105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178817 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -9267094.000000 Penalty: 3940.070557
	Iteration 127Q: 3 clusters Score -9267094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178826 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -9267084.000000 Penalty: 3940.070557
	Iteration 128Q: 3 clusters Score -9267084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178834 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -9267097.000000 Penalty: 3940.070557
	Iteration 129Q: 3 clusters Score -9267097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178843 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -9267100.000000 Penalty: 3940.070557
	Iteration 130Q: 3 clusters Score -9267100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178853 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -9267095.000000 Penalty: 3940.070557
	Iteration 131Q: 3 clusters Score -9267095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178859 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -9267099.000000 Penalty: 3940.070557
	Iteration 132Q: 3 clusters Score -9267099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178867 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -9267098.000000 Penalty: 3940.070557
	Iteration 133Q: 3 clusters Score -9267098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178878 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -9267106.000000 Penalty: 3940.070557
	Iteration 134Q: 3 clusters Score -9267106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178887 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -9267109.000000 Penalty: 3940.070557
	Iteration 135Q: 3 clusters Score -9267109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178901 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -9267116.000000 Penalty: 3940.070557
	Iteration 136Q: 3 clusters Score -9267116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178917 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -9267120.000000 Penalty: 3940.070557
	Iteration 137Q: 3 clusters Score -9267120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178937 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -9267123.000000 Penalty: 3940.070557
	Iteration 138Q: 3 clusters Score -9267123 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178956 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -9267120.000000 Penalty: 3940.070557
	Iteration 139Q: 3 clusters Score -9267120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178969 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -9267121.000000 Penalty: 3940.070557
	Iteration 140F: 3 clusters Score -9267121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178980 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -9267106.000000 Penalty: 3940.070557
	Iteration 141Q: 3 clusters Score -9267106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178988 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -9267110.000000 Penalty: 3940.070557
	Iteration 142Q: 3 clusters Score -9267110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178994 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -9267101.000000 Penalty: 3940.070557
	Iteration 143Q: 3 clusters Score -9267101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179005 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -9267101.000000 Penalty: 3940.070557
	Iteration 144Q: 3 clusters Score -9267101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179014 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -9267101.000000 Penalty: 3940.070557
	Iteration 145Q: 3 clusters Score -9267101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179019 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -9267101.000000 Penalty: 3940.070557
	Iteration 146Q: 3 clusters Score -9267101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179026 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -9267106.000000 Penalty: 3940.070557
	Iteration 147Q: 3 clusters Score -9267106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179034 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -9267104.000000 Penalty: 3940.070557
	Iteration 148Q: 3 clusters Score -9267104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179039 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -9267102.000000 Penalty: 3940.070557
	Iteration 149Q: 3 clusters Score -9267102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179042 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -9267104.000000 Penalty: 3940.070557
	Iteration 150Q: 3 clusters Score -9267104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179047 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -9267102.000000 Penalty: 3940.070557
	Iteration 151Q: 3 clusters Score -9267102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179055 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -9267113.000000 Penalty: 3940.070557
	Iteration 152Q: 3 clusters Score -9267113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179063 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -9267123.000000 Penalty: 3940.070557
	Iteration 153Q: 3 clusters Score -9267123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179071 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -9267115.000000 Penalty: 3940.070557
	Iteration 154Q: 3 clusters Score -9267115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179074 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -9267118.000000 Penalty: 3940.070557
	Iteration 155Q: 3 clusters Score -9267118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179077 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -9267114.000000 Penalty: 3940.070557
	Iteration 156Q: 3 clusters Score -9267114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179078 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -9267120.000000 Penalty: 3940.070557
	Iteration 157Q: 3 clusters Score -9267120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179079 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -9267118.000000 Penalty: 3940.070557
	Iteration 158Q: 3 clusters Score -9267118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179080 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -9267119.000000 Penalty: 3940.070557
	Iteration 159Q: 3 clusters Score -9267119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179080 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -9267119.000000 Penalty: 3940.070557
	Iteration 160F: 3 clusters Score -9267119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (42456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Entering Unmasked Estep 
Score: -2148896.250000 Penalty: 1731.636230
	Iteration 0F: 2 clusters Score -2148896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -2120515.000000 Penalty: 3463.272461
	Iteration 0F: 3 clusters Score -2120515 nChanged 19789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -2131489.750000 Penalty: 3463.272461
	Iteration 1F: 3 clusters Score -2131490 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -2132081.750000 Penalty: 3463.272461
	Iteration 2Q: 3 clusters Score -2132082 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -2132753.250000 Penalty: 3463.272461
	Iteration 3Q: 3 clusters Score -2132753 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -2133726.250000 Penalty: 3463.272461
	Iteration 4Q: 3 clusters Score -2133726 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -2135101.500000 Penalty: 3463.272461
	Iteration 5F: 3 clusters Score -2135102 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -2136914.000000 Penalty: 3463.272461
	Iteration 6F: 3 clusters Score -2136914 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -2139007.000000 Penalty: 3463.272461
	Iteration 7F: 3 clusters Score -2139007 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -2140913.500000 Penalty: 3463.272461
	Iteration 8F: 3 clusters Score -2140914 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -2142255.250000 Penalty: 3463.272461
	Iteration 9Q: 3 clusters Score -2142255 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -2143038.000000 Penalty: 3463.272461
	Iteration 10Q: 3 clusters Score -2143038 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -2143538.000000 Penalty: 3463.272461
	Iteration 11Q: 3 clusters Score -2143538 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -2143979.000000 Penalty: 3463.272461
	Iteration 12Q: 3 clusters Score -2143979 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -2144430.250000 Penalty: 3463.272461
	Iteration 13Q: 3 clusters Score -2144430 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -2144886.250000 Penalty: 3463.272461
	Iteration 14Q: 3 clusters Score -2144886 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -2145312.750000 Penalty: 3463.272461
	Iteration 15Q: 3 clusters Score -2145313 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -2145647.250000 Penalty: 3463.272461
	Iteration 16Q: 3 clusters Score -2145647 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -2145904.250000 Penalty: 3463.272461
	Iteration 17Q: 3 clusters Score -2145904 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -2146106.750000 Penalty: 3463.272461
	Iteration 18Q: 3 clusters Score -2146107 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -2146284.250000 Penalty: 3463.272461
	Iteration 19Q: 3 clusters Score -2146284 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -2146422.750000 Penalty: 3463.272461
	Iteration 20F: 3 clusters Score -2146423 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -2146530.000000 Penalty: 3463.272461
	Iteration 21Q: 3 clusters Score -2146530 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -2146647.000000 Penalty: 3463.272461
	Iteration 22Q: 3 clusters Score -2146647 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -2146761.750000 Penalty: 3463.272461
	Iteration 23Q: 3 clusters Score -2146762 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -2146856.500000 Penalty: 3463.272461
	Iteration 24Q: 3 clusters Score -2146856 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -2146931.250000 Penalty: 3463.272461
	Iteration 25Q: 3 clusters Score -2146931 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -2146996.000000 Penalty: 3463.272461
	Iteration 26Q: 3 clusters Score -2146996 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -2147031.750000 Penalty: 3463.272461
	Iteration 27Q: 3 clusters Score -2147032 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -2147092.000000 Penalty: 3463.272461
	Iteration 28Q: 3 clusters Score -2147092 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -2147139.000000 Penalty: 3463.272461
	Iteration 29Q: 3 clusters Score -2147139 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -2147178.500000 Penalty: 3463.272461
	Iteration 30Q: 3 clusters Score -2147178 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 40809 members 
Entering Unmasked Estep 
Score: -2147212.000000 Penalty: 3463.272461
	Iteration 31Q: 3 clusters Score -2147212 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -2147229.500000 Penalty: 3463.272461
	Iteration 32Q: 3 clusters Score -2147230 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -2147246.000000 Penalty: 3463.272461
	Iteration 33Q: 3 clusters Score -2147246 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -2147260.500000 Penalty: 3463.272461
	Iteration 34Q: 3 clusters Score -2147260 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 41050 members 
Entering Unmasked Estep 
Score: -2147281.000000 Penalty: 3463.272461
	Iteration 35Q: 3 clusters Score -2147281 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -2147287.500000 Penalty: 3463.272461
	Iteration 36Q: 3 clusters Score -2147288 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -2147296.250000 Penalty: 3463.272461
	Iteration 37Q: 3 clusters Score -2147296 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
Score: -2147308.500000 Penalty: 3463.272461
	Iteration 38Q: 3 clusters Score -2147308 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -2147320.250000 Penalty: 3463.272461
	Iteration 39Q: 3 clusters Score -2147320 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -2147330.000000 Penalty: 3463.272461
	Iteration 40F: 3 clusters Score -2147330 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -2147343.250000 Penalty: 3463.272461
	Iteration 41Q: 3 clusters Score -2147343 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -2147349.750000 Penalty: 3463.272461
	Iteration 42Q: 3 clusters Score -2147350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -2147353.500000 Penalty: 3463.272461
	Iteration 43Q: 3 clusters Score -2147354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 41327 members 
Entering Unmasked Estep 
Score: -2147361.000000 Penalty: 3463.272461
	Iteration 44Q: 3 clusters Score -2147361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -2147368.250000 Penalty: 3463.272461
	Iteration 45Q: 3 clusters Score -2147368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -2147369.250000 Penalty: 3463.272461
	Iteration 46Q: 3 clusters Score -2147369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -2147375.000000 Penalty: 3463.272461
	Iteration 47Q: 3 clusters Score -2147375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -2147377.000000 Penalty: 3463.272461
	Iteration 48Q: 3 clusters Score -2147377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 41397 members 
Entering Unmasked Estep 
Score: -2147383.250000 Penalty: 3463.272461
	Iteration 49Q: 3 clusters Score -2147383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -2147385.000000 Penalty: 3463.272461
	Iteration 50Q: 3 clusters Score -2147385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -2147386.000000 Penalty: 3463.272461
	Iteration 51Q: 3 clusters Score -2147386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -2147389.000000 Penalty: 3463.272461
	Iteration 52Q: 3 clusters Score -2147389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -2147397.750000 Penalty: 3463.272461
	Iteration 53Q: 3 clusters Score -2147398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -2147401.250000 Penalty: 3463.272461
	Iteration 54Q: 3 clusters Score -2147401 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -2147405.250000 Penalty: 3463.272461
	Iteration 55Q: 3 clusters Score -2147405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -2147407.500000 Penalty: 3463.272461
	Iteration 56Q: 3 clusters Score -2147408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -2147411.250000 Penalty: 3463.272461
	Iteration 57Q: 3 clusters Score -2147411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -2147414.750000 Penalty: 3463.272461
	Iteration 58Q: 3 clusters Score -2147415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -2147417.000000 Penalty: 3463.272461
	Iteration 59Q: 3 clusters Score -2147417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -2147421.250000 Penalty: 3463.272461
	Iteration 60F: 3 clusters Score -2147421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 41537 members 
Entering Unmasked Estep 
Score: -2147429.250000 Penalty: 3463.272461
	Iteration 61Q: 3 clusters Score -2147429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -2147429.500000 Penalty: 3463.272461
	Iteration 62Q: 3 clusters Score -2147430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -2147431.500000 Penalty: 3463.272461
	Iteration 63Q: 3 clusters Score -2147432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -2147434.750000 Penalty: 3463.272461
	Iteration 64Q: 3 clusters Score -2147435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -2147437.000000 Penalty: 3463.272461
	Iteration 65Q: 3 clusters Score -2147437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -2147442.000000 Penalty: 3463.272461
	Iteration 66Q: 3 clusters Score -2147442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 41585 members 
Entering Unmasked Estep 
Score: -2147440.750000 Penalty: 3463.272461
	Iteration 67Q: 3 clusters Score -2147441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -2147443.750000 Penalty: 3463.272461
	Iteration 68Q: 3 clusters Score -2147444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 41592 members 
Entering Unmasked Estep 
Score: -2147445.500000 Penalty: 3463.272461
	Iteration 69Q: 3 clusters Score -2147446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -2147449.000000 Penalty: 3463.272461
	Iteration 70Q: 3 clusters Score -2147449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -2147451.750000 Penalty: 3463.272461
	Iteration 71Q: 3 clusters Score -2147452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -2147453.250000 Penalty: 3463.272461
	Iteration 72Q: 3 clusters Score -2147453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -2147452.000000 Penalty: 3463.272461
	Iteration 73Q: 3 clusters Score -2147452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 41617 members 
Entering Unmasked Estep 
Score: -2147453.000000 Penalty: 3463.272461
	Iteration 74Q: 3 clusters Score -2147453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -2147451.500000 Penalty: 3463.272461
	Iteration 75Q: 3 clusters Score -2147452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -2147451.500000 Penalty: 3463.272461
	Iteration 76F: 3 clusters Score -2147452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (55484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55484 members 
Entering Unmasked Estep 
Score: -2846163.500000 Penalty: 1775.125610
	Iteration 0F: 2 clusters Score -2846164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -2808921.500000 Penalty: 3550.251221
	Iteration 0F: 3 clusters Score -2808922 nChanged 26282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -2824078.750000 Penalty: 3550.251221
	Iteration 1F: 3 clusters Score -2824079 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -2824793.250000 Penalty: 3550.251221
	Iteration 2Q: 3 clusters Score -2824793 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -2825663.750000 Penalty: 3550.251221
	Iteration 3Q: 3 clusters Score -2825664 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -2826739.750000 Penalty: 3550.251221
	Iteration 4Q: 3 clusters Score -2826740 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -2828022.500000 Penalty: 3550.251221
	Iteration 5Q: 3 clusters Score -2828022 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -2829734.250000 Penalty: 3550.251221
	Iteration 6F: 3 clusters Score -2829734 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -2831893.000000 Penalty: 3550.251221
	Iteration 7F: 3 clusters Score -2831893 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -2834699.750000 Penalty: 3550.251221
	Iteration 8F: 3 clusters Score -2834700 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -2837371.000000 Penalty: 3550.251221
	Iteration 9F: 3 clusters Score -2837371 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -2838957.000000 Penalty: 3550.251221
	Iteration 10Q: 3 clusters Score -2838957 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -2839704.000000 Penalty: 3550.251221
	Iteration 11Q: 3 clusters Score -2839704 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -2840087.750000 Penalty: 3550.251221
	Iteration 12Q: 3 clusters Score -2840088 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -2840312.500000 Penalty: 3550.251221
	Iteration 13Q: 3 clusters Score -2840312 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -2840479.000000 Penalty: 3550.251221
	Iteration 14Q: 3 clusters Score -2840479 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -2840606.000000 Penalty: 3550.251221
	Iteration 15Q: 3 clusters Score -2840606 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -2840692.250000 Penalty: 3550.251221
	Iteration 16Q: 3 clusters Score -2840692 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -2840785.000000 Penalty: 3550.251221
	Iteration 17Q: 3 clusters Score -2840785 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -2840842.250000 Penalty: 3550.251221
	Iteration 18Q: 3 clusters Score -2840842 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -2840898.250000 Penalty: 3550.251221
	Iteration 19Q: 3 clusters Score -2840898 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -2840930.750000 Penalty: 3550.251221
	Iteration 20F: 3 clusters Score -2840931 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -2840979.000000 Penalty: 3550.251221
	Iteration 21Q: 3 clusters Score -2840979 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -2840990.750000 Penalty: 3550.251221
	Iteration 22Q: 3 clusters Score -2840991 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -2841022.250000 Penalty: 3550.251221
	Iteration 23Q: 3 clusters Score -2841022 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -2841024.250000 Penalty: 3550.251221
	Iteration 24Q: 3 clusters Score -2841024 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -2841035.500000 Penalty: 3550.251221
	Iteration 25Q: 3 clusters Score -2841036 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -2841044.750000 Penalty: 3550.251221
	Iteration 26Q: 3 clusters Score -2841045 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -2841038.000000 Penalty: 3550.251221
	Iteration 27Q: 3 clusters Score -2841038 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -2841060.750000 Penalty: 3550.251221
	Iteration 28Q: 3 clusters Score -2841061 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -2841076.000000 Penalty: 3550.251221
	Iteration 29Q: 3 clusters Score -2841076 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -2841080.250000 Penalty: 3550.251221
	Iteration 30Q: 3 clusters Score -2841080 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -2841086.750000 Penalty: 3550.251221
	Iteration 31Q: 3 clusters Score -2841087 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -2841081.000000 Penalty: 3550.251221
	Iteration 32Q: 3 clusters Score -2841081 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -2841081.250000 Penalty: 3550.251221
	Iteration 33Q: 3 clusters Score -2841081 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -2841073.250000 Penalty: 3550.251221
	Iteration 34Q: 3 clusters Score -2841073 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -2841082.250000 Penalty: 3550.251221
	Iteration 35Q: 3 clusters Score -2841082 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -2841075.500000 Penalty: 3550.251221
	Iteration 36Q: 3 clusters Score -2841076 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -2841086.750000 Penalty: 3550.251221
	Iteration 37Q: 3 clusters Score -2841087 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -2841090.500000 Penalty: 3550.251221
	Iteration 38Q: 3 clusters Score -2841090 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -2841091.750000 Penalty: 3550.251221
	Iteration 39Q: 3 clusters Score -2841092 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -2841086.000000 Penalty: 3550.251221
	Iteration 40F: 3 clusters Score -2841086 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -2841084.250000 Penalty: 3550.251221
	Iteration 41Q: 3 clusters Score -2841084 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -2841088.500000 Penalty: 3550.251221
	Iteration 42Q: 3 clusters Score -2841088 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -2841095.500000 Penalty: 3550.251221
	Iteration 43Q: 3 clusters Score -2841096 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -2841098.500000 Penalty: 3550.251221
	Iteration 44Q: 3 clusters Score -2841098 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -2841105.000000 Penalty: 3550.251221
	Iteration 45Q: 3 clusters Score -2841105 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -2841105.250000 Penalty: 3550.251221
	Iteration 46Q: 3 clusters Score -2841105 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -2841105.250000 Penalty: 3550.251221
	Iteration 47Q: 3 clusters Score -2841105 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -2841104.000000 Penalty: 3550.251221
	Iteration 48Q: 3 clusters Score -2841104 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -2841110.000000 Penalty: 3550.251221
	Iteration 49Q: 3 clusters Score -2841110 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -2841117.250000 Penalty: 3550.251221
	Iteration 50Q: 3 clusters Score -2841117 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -2841115.000000 Penalty: 3550.251221
	Iteration 51Q: 3 clusters Score -2841115 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -2841112.500000 Penalty: 3550.251221
	Iteration 52Q: 3 clusters Score -2841112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -2841114.750000 Penalty: 3550.251221
	Iteration 53Q: 3 clusters Score -2841115 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -2841116.500000 Penalty: 3550.251221
	Iteration 54Q: 3 clusters Score -2841116 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2841119 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -2841117.000000 Penalty: 3550.251221
	Iteration 56Q: 3 clusters Score -2841117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -2841108.750000 Penalty: 3550.251221
	Iteration 57Q: 3 clusters Score -2841109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2841111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2841111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -2841107.750000 Penalty: 3550.251221
	Iteration 60F: 3 clusters Score -2841108 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -2841112.000000 Penalty: 3550.251221
	Iteration 61Q: 3 clusters Score -2841112 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2841112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2841115 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2841116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2841110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -2841113.250000 Penalty: 3550.251221
	Iteration 66Q: 3 clusters Score -2841113 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2841114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2841113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2841112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -2841114.250000 Penalty: 3550.251221
	Iteration 70Q: 3 clusters Score -2841114 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -2841118.750000 Penalty: 3550.251221
	Iteration 71Q: 3 clusters Score -2841119 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -2841121.250000 Penalty: 3550.251221
	Iteration 72Q: 3 clusters Score -2841121 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32896 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2841123 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2841126 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2841120 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2841126 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2841123 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2841118 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2841124 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2841119 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2841122 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2841121 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2841122 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2841123 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2841128 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2841128 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2841126 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -2841133.500000 Penalty: 3550.251221
	Iteration 88Q: 3 clusters Score -2841134 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2841139 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2841138 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2841142 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2841148 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2841153 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2841154 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2841159 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2841166 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33885 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2841168 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2841162 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2841171 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2841163 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34063 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2841170 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2841172 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2841171 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2841172 nChanged 74
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Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2841177 nChanged 68
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Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2841181 nChanged 81
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Mstep: Class 1 contains 34460 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2841177 nChanged 84
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Mstep: Class 1 contains 34544 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2841175 nChanged 75
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Mstep: Class 1 contains 34619 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2841190 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34687 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2841194 nChanged 85
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2841204 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2841212 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2841221 nChanged 87
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Mstep: Class 1 contains 35030 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2841226 nChanged 90
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Mstep: Class 1 contains 35120 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2841224 nChanged 93
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Mstep: Class 1 contains 35213 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2841224 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2841220 nChanged 82
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Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2841222 nChanged 101
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Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2841222 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -2841237.750000 Penalty: 3550.251221
	Iteration 120F: 3 clusters Score -2841238 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2841246 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -2841265.000000 Penalty: 3550.251221
	Iteration 122Q: 3 clusters Score -2841265 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2841265 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2841272 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -2841275.250000 Penalty: 3550.251221
	Iteration 125Q: 3 clusters Score -2841275 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -2841271.250000 Penalty: 3550.251221
	Iteration 126Q: 3 clusters Score -2841271 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -2841281.500000 Penalty: 3550.251221
	Iteration 127Q: 3 clusters Score -2841282 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2841298 nChanged 111
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Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2841302 nChanged 103
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Entering Unmasked Estep 
Score: -2841303.500000 Penalty: 3550.251221
	Iteration 130Q: 3 clusters Score -2841304 nChanged 98
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2841316 nChanged 99
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Entering Unmasked Estep 
Score: -2841322.250000 Penalty: 3550.251221
	Iteration 132Q: 3 clusters Score -2841322 nChanged 95
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Mstep: Class 1 contains 37038 members 
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Entering Unmasked Estep 
Score: -2841323.250000 Penalty: 3550.251221
	Iteration 133Q: 3 clusters Score -2841323 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -2841327.250000 Penalty: 3550.251221
	Iteration 134Q: 3 clusters Score -2841327 nChanged 101
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Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -2841332.750000 Penalty: 3550.251221
	Iteration 135Q: 3 clusters Score -2841333 nChanged 99
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Mstep: Class 1 contains 37333 members 
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Entering Unmasked Estep 
Score: -2841340.750000 Penalty: 3550.251221
	Iteration 136Q: 3 clusters Score -2841341 nChanged 116
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2841345 nChanged 109
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Mstep: Class 1 contains 37558 members 
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Entering Unmasked Estep 
Score: -2841354.250000 Penalty: 3550.251221
	Iteration 138Q: 3 clusters Score -2841354 nChanged 117
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37675 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -2841358.000000 Penalty: 3550.251221
	Iteration 139Q: 3 clusters Score -2841358 nChanged 114
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -2841367.250000 Penalty: 3550.251221
	Iteration 140F: 3 clusters Score -2841367 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2841358 nChanged 114
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Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -2841368.750000 Penalty: 3550.251221
	Iteration 142Q: 3 clusters Score -2841369 nChanged 118
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2841382.750000 Penalty: 3550.251221
	Iteration 143Q: 3 clusters Score -2841383 nChanged 118
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2841383 nChanged 140
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
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Entering Unmasked Estep 
Score: -2841390.500000 Penalty: 3550.251221
	Iteration 145Q: 3 clusters Score -2841390 nChanged 162
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2841424 nChanged 178
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2841454 nChanged 173
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Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2841469 nChanged 180
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Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2841474 nChanged 196
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Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2841507 nChanged 217
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Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2841527 nChanged 215
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2841548 nChanged 217
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Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2841584 nChanged 218
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Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2841601 nChanged 219
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Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2841634 nChanged 224
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Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2841648 nChanged 252
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Mstep: Class 1 contains 41329 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2841692 nChanged 259
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Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2841718 nChanged 257
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Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2841757 nChanged 269
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Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2841800 nChanged 273
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Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2841833 nChanged 283
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Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2841870 nChanged 286
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Mstep: Class 1 contains 42954 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2841910 nChanged 281
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Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2841932 nChanged 273
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Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2841966 nChanged 297
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Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2842009 nChanged 296
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Mstep: Class 1 contains 44099 members 
Mstep: Class 2 contains 11385 members 
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Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2842114 nChanged 287
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Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 10807 members 
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Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2842193 nChanged 318
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Mstep: Class 1 contains 45289 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2842248 nChanged 309
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Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 9886 members 
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	Iteration 175Q: 3 clusters Score -2842308 nChanged 341
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Mstep: Class 1 contains 45939 members 
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Mstep: Class 1 contains 46282 members 
Mstep: Class 2 contains 9202 members 
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	Iteration 177Q: 3 clusters Score -2842432 nChanged 363
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Mstep: Class 1 contains 46645 members 
Mstep: Class 2 contains 8839 members 
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Mstep: Class 1 contains 46996 members 
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Mstep: Class 1 contains 47316 members 
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	Iteration 180F: 3 clusters Score -2842618 nChanged 305
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Mstep: Class 1 contains 47621 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 47940 members 
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -2842747 nChanged 340
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Mstep: Class 1 contains 48280 members 
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	Iteration 183Q: 3 clusters Score -2842802 nChanged 325
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Mstep: Class 1 contains 48605 members 
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2842873 nChanged 297
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Mstep: Class 1 contains 48902 members 
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	Iteration 185Q: 3 clusters Score -2842938 nChanged 293
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Mstep: Class 1 contains 49195 members 
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	Iteration 186Q: 3 clusters Score -2843020 nChanged 308
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Mstep: Class 2 contains 5981 members 
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	Iteration 187Q: 3 clusters Score -2843088 nChanged 308
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Mstep: Class 1 contains 49811 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -2843154 nChanged 311
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Mstep: Class 1 contains 50122 members 
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -2843231 nChanged 309
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Mstep: Class 1 contains 50431 members 
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	Iteration 190Q: 3 clusters Score -2843298 nChanged 292
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Mstep: Class 1 contains 50723 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -2843381 nChanged 310
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Mstep: Class 1 contains 51033 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -2843478 nChanged 326
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Mstep: Class 1 contains 51359 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -2843569 nChanged 298
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Mstep: Class 1 contains 51657 members 
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	Iteration 194Q: 3 clusters Score -2843659 nChanged 299
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Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 3530 members 
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	Iteration 195Q: 3 clusters Score -2843751 nChanged 280
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Mstep: Class 1 contains 52234 members 
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	Iteration 196Q: 3 clusters Score -2843845 nChanged 248
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Mstep: Class 1 contains 52482 members 
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	Iteration 197Q: 3 clusters Score -2843926 nChanged 231
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Mstep: Class 1 contains 52713 members 
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	Iteration 198Q: 3 clusters Score -2843988 nChanged 206
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Mstep: Class 1 contains 52919 members 
Mstep: Class 2 contains 2565 members 
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	Iteration 199Q: 3 clusters Score -2844058 nChanged 196
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Mstep: Class 1 contains 53115 members 
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -2844114 nChanged 173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53288 members 
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -2844158 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53465 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -2844236 nChanged 144
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Mstep: Class 1 contains 53607 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -2844292 nChanged 146
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Mstep: Class 1 contains 53749 members 
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -2844332 nChanged 110
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Mstep: Class 1 contains 53859 members 
Mstep: Class 2 contains 1625 members 
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	Iteration 205Q: 3 clusters Score -2844366 nChanged 101
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Mstep: Class 1 contains 53960 members 
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -2844401 nChanged 84
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Mstep: Class 1 contains 54044 members 
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -2844431 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54116 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -2844450 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54176 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -2844474 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54219 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -2844490 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54270 members 
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -2844507 nChanged 55
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Mstep: Class 1 contains 54319 members 
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Entering Unmasked Estep 
Score: -2844525.000000 Penalty: 3550.251221
	Iteration 212Q: 3 clusters Score -2844525 nChanged 45
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Mstep: Class 1 contains 54364 members 
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Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -2844537 nChanged 43
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Mstep: Class 1 contains 54405 members 
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Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -2844543 nChanged 35
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	Iteration 215Q: 3 clusters Score -2844554 nChanged 20
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Mstep: Class 1 contains 54460 members 
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Entering Unmasked Estep 
Score: -2844555.250000 Penalty: 3550.251221
	Iteration 216Q: 3 clusters Score -2844555 nChanged 15
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Mstep: Class 1 contains 54475 members 
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	Iteration 217Q: 3 clusters Score -2844559 nChanged 15
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Mstep: Class 1 contains 54490 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2844562.250000 Penalty: 3550.251221
	Iteration 218Q: 3 clusters Score -2844562 nChanged 10
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Mstep: Class 1 contains 54500 members 
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Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -2844567 nChanged 11
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Mstep: Class 1 contains 54511 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2844576.250000 Penalty: 3550.251221
	Iteration 220F: 3 clusters Score -2844576 nChanged 21
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	Iteration 221Q: 3 clusters Score -2844582 nChanged 20
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Mstep: Class 1 contains 54552 members 
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	Iteration 222Q: 3 clusters Score -2844590 nChanged 25
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	Iteration 223Q: 3 clusters Score -2844604 nChanged 25
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Mstep: Class 1 contains 54598 members 
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Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -2844614 nChanged 23
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Entering Unmasked Estep 
Score: -2844621.000000 Penalty: 3550.251221
	Iteration 225Q: 3 clusters Score -2844621 nChanged 21
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	Iteration 226Q: 3 clusters Score -2844623 nChanged 22
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Mstep: Class 1 contains 54660 members 
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Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -2844624 nChanged 18
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Mstep: Class 1 contains 54678 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -2844632 nChanged 18
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Mstep: Class 1 contains 54694 members 
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Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -2844646 nChanged 19
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Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -2844653 nChanged 15
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Mstep: Class 1 contains 54724 members 
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -2844660 nChanged 15
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Mstep: Class 1 contains 54737 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -2844669 nChanged 15
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Mstep: Class 1 contains 54752 members 
Mstep: Class 2 contains 732 members 
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	Iteration 233Q: 3 clusters Score -2844674 nChanged 16
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Mstep: Class 1 contains 54766 members 
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Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -2844678 nChanged 11
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Mstep: Class 1 contains 54775 members 
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Entering Unmasked Estep 
Score: -2844681.500000 Penalty: 3550.251221
	Iteration 235Q: 3 clusters Score -2844682 nChanged 6
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Mstep: Class 1 contains 54781 members 
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Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -2844682 nChanged 3
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Mstep: Class 2 contains 700 members 
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	Iteration 237Q: 3 clusters Score -2844682 nChanged 2
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	Iteration 238Q: 3 clusters Score -2844682 nChanged 2
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Entering Unmasked Estep 
Score: -2844682.000000 Penalty: 3550.251221
	Iteration 239Q: 3 clusters Score -2844682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54790 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2844683.250000 Penalty: 3550.251221
	Iteration 240F: 3 clusters Score -2844683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Entering Unmasked Estep 
Score: -459606.312500 Penalty: 1467.941040
	Iteration 0F: 2 clusters Score -459606.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -453500.687500 Penalty: 2935.882080
	Iteration 0F: 3 clusters Score -453500.7 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -455398.500000 Penalty: 2935.882080
	Iteration 1F: 3 clusters Score -455398.5 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -455633.812500 Penalty: 2935.882080
	Iteration 2F: 3 clusters Score -455633.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -455828.187500 Penalty: 2935.882080
	Iteration 3F: 3 clusters Score -455828.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -456013.781250 Penalty: 2935.882080
	Iteration 4Q: 3 clusters Score -456013.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -456196.093750 Penalty: 2935.882080
	Iteration 5Q: 3 clusters Score -456196.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -456385.437500 Penalty: 2935.882080
	Iteration 6Q: 3 clusters Score -456385.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -456587.062500 Penalty: 2935.882080
	Iteration 7Q: 3 clusters Score -456587.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -456837.062500 Penalty: 2935.882080
	Iteration 8Q: 3 clusters Score -456837.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -457101.500000 Penalty: 2935.882080
	Iteration 9Q: 3 clusters Score -457101.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -457359.875000 Penalty: 2935.882080
	Iteration 10Q: 3 clusters Score -457359.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -457603.187500 Penalty: 2935.882080
	Iteration 11Q: 3 clusters Score -457603.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -457784.562500 Penalty: 2935.882080
	Iteration 12Q: 3 clusters Score -457784.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -457918.406250 Penalty: 2935.882080
	Iteration 13Q: 3 clusters Score -457918.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -458005.093750 Penalty: 2935.882080
	Iteration 14Q: 3 clusters Score -458005.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -458050.312500 Penalty: 2935.882080
	Iteration 15Q: 3 clusters Score -458050.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -458073.687500 Penalty: 2935.882080
	Iteration 16Q: 3 clusters Score -458073.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -458090.062500 Penalty: 2935.882080
	Iteration 17Q: 3 clusters Score -458090.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -458108.031250 Penalty: 2935.882080
	Iteration 18Q: 3 clusters Score -458108 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -458121.500000 Penalty: 2935.882080
	Iteration 19Q: 3 clusters Score -458121.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -458128.781250 Penalty: 2935.882080
	Iteration 20F: 3 clusters Score -458128.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -458135.500000 Penalty: 2935.882080
	Iteration 21Q: 3 clusters Score -458135.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -458143.968750 Penalty: 2935.882080
	Iteration 22Q: 3 clusters Score -458144 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -458152.500000 Penalty: 2935.882080
	Iteration 23Q: 3 clusters Score -458152.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -458159.968750 Penalty: 2935.882080
	Iteration 24Q: 3 clusters Score -458160 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -458167.218750 Penalty: 2935.882080
	Iteration 25Q: 3 clusters Score -458167.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -458172.875000 Penalty: 2935.882080
	Iteration 26Q: 3 clusters Score -458172.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -458178.500000 Penalty: 2935.882080
	Iteration 27Q: 3 clusters Score -458178.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -458183.625000 Penalty: 2935.882080
	Iteration 28Q: 3 clusters Score -458183.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -458192.562500 Penalty: 2935.882080
	Iteration 29Q: 3 clusters Score -458192.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -458199.031250 Penalty: 2935.882080
	Iteration 30Q: 3 clusters Score -458199 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -458200.875000 Penalty: 2935.882080
	Iteration 31Q: 3 clusters Score -458200.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -458205.375000 Penalty: 2935.882080
	Iteration 32Q: 3 clusters Score -458205.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -458207.937500 Penalty: 2935.882080
	Iteration 33Q: 3 clusters Score -458207.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -458210.437500 Penalty: 2935.882080
	Iteration 34Q: 3 clusters Score -458210.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -458211.968750 Penalty: 2935.882080
	Iteration 35Q: 3 clusters Score -458212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -458213.187500 Penalty: 2935.882080
	Iteration 36Q: 3 clusters Score -458213.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -458215.937500 Penalty: 2935.882080
	Iteration 37Q: 3 clusters Score -458215.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -458217.625000 Penalty: 2935.882080
	Iteration 38Q: 3 clusters Score -458217.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -458219.593750 Penalty: 2935.882080
	Iteration 39Q: 3 clusters Score -458219.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -458220.718750 Penalty: 2935.882080
	Iteration 40F: 3 clusters Score -458220.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -458223.406250 Penalty: 2935.882080
	Iteration 41Q: 3 clusters Score -458223.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -458224.093750 Penalty: 2935.882080
	Iteration 42Q: 3 clusters Score -458224.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -458226.750000 Penalty: 2935.882080
	Iteration 43Q: 3 clusters Score -458226.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -458227.968750 Penalty: 2935.882080
	Iteration 44Q: 3 clusters Score -458228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -458226.562500 Penalty: 2935.882080
	Iteration 45Q: 3 clusters Score -458226.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -458227.531250 Penalty: 2935.882080
	Iteration 46Q: 3 clusters Score -458227.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -458227.531250 Penalty: 2935.882080
	Iteration 47F: 3 clusters Score -458227.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Entering Unmasked Estep 
Score: -2267344.250000 Penalty: 1736.963867
	Iteration 0F: 2 clusters Score -2267344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -2237755.500000 Penalty: 3473.927734
	Iteration 0F: 3 clusters Score -2237756 nChanged 20628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -2249721.250000 Penalty: 3473.927734
	Iteration 1F: 3 clusters Score -2249721 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -2250903.500000 Penalty: 3473.927734
	Iteration 2Q: 3 clusters Score -2250904 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -2253445.250000 Penalty: 3473.927734
	Iteration 3F: 3 clusters Score -2253445 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -2258648.500000 Penalty: 3473.927734
	Iteration 4F: 3 clusters Score -2258648 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -2265089.750000 Penalty: 3473.927734
	Iteration 5F: 3 clusters Score -2265090 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2269512.750000 Penalty: 3473.927734
	Iteration 6F: 3 clusters Score -2269513 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -2271629.750000 Penalty: 3473.927734
	Iteration 7F: 3 clusters Score -2271630 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -2272720.000000 Penalty: 3473.927734
	Iteration 8Q: 3 clusters Score -2272720 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -2273686.750000 Penalty: 3473.927734
	Iteration 9Q: 3 clusters Score -2273687 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -2274619.250000 Penalty: 3473.927734
	Iteration 10Q: 3 clusters Score -2274619 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2275399.250000 Penalty: 3473.927734
	Iteration 11Q: 3 clusters Score -2275399 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -2275799.000000 Penalty: 3473.927734
	Iteration 12Q: 3 clusters Score -2275799 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -2275979.500000 Penalty: 3473.927734
	Iteration 13Q: 3 clusters Score -2275980 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -2276039.000000 Penalty: 3473.927734
	Iteration 14Q: 3 clusters Score -2276039 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -2276058.250000 Penalty: 3473.927734
	Iteration 15Q: 3 clusters Score -2276058 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -2276086.500000 Penalty: 3473.927734
	Iteration 16Q: 3 clusters Score -2276086 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -2276081.250000 Penalty: 3473.927734
	Iteration 17Q: 3 clusters Score -2276081 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -2276082.000000 Penalty: 3473.927734
	Iteration 18Q: 3 clusters Score -2276082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -2276087.000000 Penalty: 3473.927734
	Iteration 19Q: 3 clusters Score -2276087 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -2276091.250000 Penalty: 3473.927734
	Iteration 20F: 3 clusters Score -2276091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2276092.500000 Penalty: 3473.927734
	Iteration 21Q: 3 clusters Score -2276092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -2276093.750000 Penalty: 3473.927734
	Iteration 22Q: 3 clusters Score -2276094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2276094.000000 Penalty: 3473.927734
	Iteration 23Q: 3 clusters Score -2276094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2276089.500000 Penalty: 3473.927734
	Iteration 24Q: 3 clusters Score -2276090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -2276091.250000 Penalty: 3473.927734
	Iteration 25Q: 3 clusters Score -2276091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -2276090.750000 Penalty: 3473.927734
	Iteration 26Q: 3 clusters Score -2276091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2276089.250000 Penalty: 3473.927734
	Iteration 27Q: 3 clusters Score -2276089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2276089.750000 Penalty: 3473.927734
	Iteration 28Q: 3 clusters Score -2276090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2276089.750000 Penalty: 3473.927734
	Iteration 29F: 3 clusters Score -2276090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 12721 members 
Mstep: Class 5 contains 1173 members 
Mstep: Class 7 contains 10602 members 
Mstep: Class 9 contains 3274 members 
Mstep: Class 10 contains 18126 members 
Mstep: Class 11 contains 2804 members 
Mstep: Class 13 contains 198230 members 
Mstep: Class 14 contains 184111 members 
Mstep: Class 15 contains 42456 members 
Mstep: Class 17 contains 55484 members 
Mstep: Class 18 contains 8379 members 
Mstep: Class 19 contains 31150 members 
Mstep: Class 20 contains 13295 members 
Mstep: Class 23 contains 2752 members 
Entering Unmasked Estep 
Score: -29066420.000000 Penalty: 32375.896484
Splitting cluster 19 changes total score from -29057938.000000 to -29066420.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 20 (13295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Entering Unmasked Estep 
Score: -634174.750000 Penalty: 1542.960693
	Iteration 0F: 2 clusters Score -634174.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -624900.375000 Penalty: 3085.921387
	Iteration 0F: 3 clusters Score -624900.4 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -628137.375000 Penalty: 3085.921387
	Iteration 1F: 3 clusters Score -628137.4 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -628456.125000 Penalty: 3085.921387
	Iteration 2F: 3 clusters Score -628456.1 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -628712.625000 Penalty: 3085.921387
	Iteration 3F: 3 clusters Score -628712.6 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -629010.000000 Penalty: 3085.921387
	Iteration 4Q: 3 clusters Score -629010 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -629440.375000 Penalty: 3085.921387
	Iteration 5F: 3 clusters Score -629440.4 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -630277.125000 Penalty: 3085.921387
	Iteration 6F: 3 clusters Score -630277.1 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -631994.875000 Penalty: 3085.921387
	Iteration 7F: 3 clusters Score -631994.9 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -633701.625000 Penalty: 3085.921387
	Iteration 8F: 3 clusters Score -633701.6 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -634540.562500 Penalty: 3085.921387
	Iteration 9F: 3 clusters Score -634540.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -634895.875000 Penalty: 3085.921387
	Iteration 10Q: 3 clusters Score -634895.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -635011.812500 Penalty: 3085.921387
	Iteration 11Q: 3 clusters Score -635011.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -635065.937500 Penalty: 3085.921387
	Iteration 12Q: 3 clusters Score -635065.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -635085.937500 Penalty: 3085.921387
	Iteration 13Q: 3 clusters Score -635085.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -635091.562500 Penalty: 3085.921387
	Iteration 14Q: 3 clusters Score -635091.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -635094.687500 Penalty: 3085.921387
	Iteration 15Q: 3 clusters Score -635094.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -635097.000000 Penalty: 3085.921387
	Iteration 16Q: 3 clusters Score -635097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -635097.562500 Penalty: 3085.921387
	Iteration 17Q: 3 clusters Score -635097.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -635097.437500 Penalty: 3085.921387
	Iteration 18Q: 3 clusters Score -635097.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -635100.437500 Penalty: 3085.921387
	Iteration 19Q: 3 clusters Score -635100.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -635098.687500 Penalty: 3085.921387
	Iteration 20F: 3 clusters Score -635098.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -635101.812500 Penalty: 3085.921387
	Iteration 21Q: 3 clusters Score -635101.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -635101.812500 Penalty: 3085.921387
	Iteration 22F: 3 clusters Score -635101.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 12721 members 
Mstep: Class 3 contains 1293 members 
Mstep: Class 5 contains 1173 members 
Mstep: Class 7 contains 10602 members 
Mstep: Class 9 contains 3274 members 
Mstep: Class 10 contains 18126 members 
Mstep: Class 11 contains 2804 members 
Mstep: Class 13 contains 198230 members 
Mstep: Class 14 contains 184111 members 
Mstep: Class 15 contains 42456 members 
Mstep: Class 17 contains 55484 members 
Mstep: Class 18 contains 8379 members 
Mstep: Class 19 contains 31150 members 
Mstep: Class 20 contains 12002 members 
Mstep: Class 23 contains 2752 members 
Entering Unmasked Estep 
Score: -29066724.000000 Penalty: 34534.289062
Splitting cluster 20 changes total score from -29057938.000000 to -29066724.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 23 (2752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Entering Unmasked Estep 
Score: -120864.914062 Penalty: 1287.013550
	Iteration 0F: 2 clusters Score -120864.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -118302.664062 Penalty: 2574.027100
	Iteration 0F: 3 clusters Score -118302.7 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -118909.257812 Penalty: 2574.027100
	Iteration 1F: 3 clusters Score -118909.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -119043.164062 Penalty: 2574.027100
	Iteration 2F: 3 clusters Score -119043.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -119127.132812 Penalty: 2574.027100
	Iteration 3F: 3 clusters Score -119127.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -119177.687500 Penalty: 2574.027100
	Iteration 4Q: 3 clusters Score -119177.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -119208.984375 Penalty: 2574.027100
	Iteration 5Q: 3 clusters Score -119209 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -119229.179688 Penalty: 2574.027100
	Iteration 6Q: 3 clusters Score -119229.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -119243.539062 Penalty: 2574.027100
	Iteration 7Q: 3 clusters Score -119243.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -119255.757812 Penalty: 2574.027100
	Iteration 8Q: 3 clusters Score -119255.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -119267.414062 Penalty: 2574.027100
	Iteration 9Q: 3 clusters Score -119267.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -119285.265625 Penalty: 2574.027100
	Iteration 10Q: 3 clusters Score -119285.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -119295.328125 Penalty: 2574.027100
	Iteration 11Q: 3 clusters Score -119295.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -119306.492188 Penalty: 2574.027100
	Iteration 12Q: 3 clusters Score -119306.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -119317.171875 Penalty: 2574.027100
	Iteration 13Q: 3 clusters Score -119317.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -119327.468750 Penalty: 2574.027100
	Iteration 14Q: 3 clusters Score -119327.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -119343.140625 Penalty: 2574.027100
	Iteration 15Q: 3 clusters Score -119343.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -119355.132812 Penalty: 2574.027100
	Iteration 16Q: 3 clusters Score -119355.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -119363.929688 Penalty: 2574.027100
	Iteration 17Q: 3 clusters Score -119363.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -119371.015625 Penalty: 2574.027100
	Iteration 18Q: 3 clusters Score -119371 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -119379.070312 Penalty: 2574.027100
	Iteration 19Q: 3 clusters Score -119379.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -119384.625000 Penalty: 2574.027100
	Iteration 20F: 3 clusters Score -119384.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -119393.625000 Penalty: 2574.027100
	Iteration 21Q: 3 clusters Score -119393.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -119405.867188 Penalty: 2574.027100
	Iteration 22Q: 3 clusters Score -119405.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -119416.835938 Penalty: 2574.027100
	Iteration 23Q: 3 clusters Score -119416.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -119429.000000 Penalty: 2574.027100
	Iteration 24Q: 3 clusters Score -119429 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -119449.648438 Penalty: 2574.027100
	Iteration 25Q: 3 clusters Score -119449.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -119473.445312 Penalty: 2574.027100
	Iteration 26Q: 3 clusters Score -119473.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -119492.851562 Penalty: 2574.027100
	Iteration 27Q: 3 clusters Score -119492.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -119514.929688 Penalty: 2574.027100
	Iteration 28Q: 3 clusters Score -119514.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -119535.695312 Penalty: 2574.027100
	Iteration 29Q: 3 clusters Score -119535.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -119564.960938 Penalty: 2574.027100
	Iteration 30Q: 3 clusters Score -119565 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -119592.507812 Penalty: 2574.027100
	Iteration 31Q: 3 clusters Score -119592.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -119616.164062 Penalty: 2574.027100
	Iteration 32Q: 3 clusters Score -119616.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -119646.804688 Penalty: 2574.027100
	Iteration 33Q: 3 clusters Score -119646.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -119674.093750 Penalty: 2574.027100
	Iteration 34Q: 3 clusters Score -119674.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -119696.054688 Penalty: 2574.027100
	Iteration 35Q: 3 clusters Score -119696.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -119711.945312 Penalty: 2574.027100
	Iteration 36Q: 3 clusters Score -119711.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -119726.539062 Penalty: 2574.027100
	Iteration 37Q: 3 clusters Score -119726.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -119738.296875 Penalty: 2574.027100
	Iteration 38Q: 3 clusters Score -119738.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -119745.843750 Penalty: 2574.027100
	Iteration 39Q: 3 clusters Score -119745.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -119754.640625 Penalty: 2574.027100
	Iteration 40F: 3 clusters Score -119754.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -119765.093750 Penalty: 2574.027100
	Iteration 41Q: 3 clusters Score -119765.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -119774.757812 Penalty: 2574.027100
	Iteration 42Q: 3 clusters Score -119774.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -119782.257812 Penalty: 2574.027100
	Iteration 43Q: 3 clusters Score -119782.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -119786.132812 Penalty: 2574.027100
	Iteration 44Q: 3 clusters Score -119786.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -119791.125000 Penalty: 2574.027100
	Iteration 45Q: 3 clusters Score -119791.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -119802.007812 Penalty: 2574.027100
	Iteration 46Q: 3 clusters Score -119802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -119810.984375 Penalty: 2574.027100
	Iteration 47Q: 3 clusters Score -119811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -119814.195312 Penalty: 2574.027100
	Iteration 48Q: 3 clusters Score -119814.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -119819.000000 Penalty: 2574.027100
	Iteration 49Q: 3 clusters Score -119819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -119827.546875 Penalty: 2574.027100
	Iteration 50Q: 3 clusters Score -119827.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -119832.781250 Penalty: 2574.027100
	Iteration 51Q: 3 clusters Score -119832.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -119843.093750 Penalty: 2574.027100
	Iteration 52Q: 3 clusters Score -119843.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -119850.429688 Penalty: 2574.027100
	Iteration 53Q: 3 clusters Score -119850.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -119852.656250 Penalty: 2574.027100
	Iteration 54Q: 3 clusters Score -119852.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -119857.554688 Penalty: 2574.027100
	Iteration 55Q: 3 clusters Score -119857.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -119860.593750 Penalty: 2574.027100
	Iteration 56Q: 3 clusters Score -119860.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -119862.367188 Penalty: 2574.027100
	Iteration 57Q: 3 clusters Score -119862.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -119864.343750 Penalty: 2574.027100
	Iteration 58Q: 3 clusters Score -119864.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -119868.765625 Penalty: 2574.027100
	Iteration 59Q: 3 clusters Score -119868.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -119871.289062 Penalty: 2574.027100
	Iteration 60F: 3 clusters Score -119871.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -119872.632812 Penalty: 2574.027100
	Iteration 61Q: 3 clusters Score -119872.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -119873.578125 Penalty: 2574.027100
	Iteration 62Q: 3 clusters Score -119873.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -119873.578125 Penalty: 2574.027100
	Iteration 63F: 3 clusters Score -119873.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 5 contains 1173 members 
Mstep: Class 7 contains 10602 members 
Mstep: Class 9 contains 3274 members 
Mstep: Class 10 contains 18126 members 
Mstep: Class 11 contains 2804 members 
Mstep: Class 13 contains 198230 members 
Mstep: Class 14 contains 184111 members 
Mstep: Class 15 contains 42456 members 
Mstep: Class 17 contains 55484 members 
Mstep: Class 18 contains 8379 members 
Mstep: Class 19 contains 31150 members 
Mstep: Class 20 contains 12002 members 
Mstep: Class 23 contains 2752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29069724.000000 Penalty: 34534.289062
Iteration 39Q: 17 clusters Score -2.906972e+07 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 11993 members 
Mstep: Class 3 contains 1292 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 7 contains 10490 members 
Mstep: Class 9 contains 3260 members 
Mstep: Class 10 contains 17247 members 
Mstep: Class 11 contains 2813 members 
Mstep: Class 13 contains 197883 members 
Mstep: Class 14 contains 184384 members 
Mstep: Class 15 contains 42999 members 
Mstep: Class 17 contains 55093 members 
Mstep: Class 18 contains 8299 members 
Mstep: Class 19 contains 32204 members 
Mstep: Class 20 contains 12615 members 
Mstep: Class 23 contains 2821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29072370.000000 Penalty: 34534.289062
Iteration 40F: 17 clusters Score -2.907237e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 11960 members 
Mstep: Class 3 contains 1333 members 
Mstep: Class 5 contains 1184 members 
Mstep: Class 7 contains 10381 members 
Mstep: Class 9 contains 3248 members 
Mstep: Class 10 contains 16416 members 
Mstep: Class 11 contains 2809 members 
Mstep: Class 13 contains 197784 members 
Mstep: Class 14 contains 185005 members 
Mstep: Class 15 contains 43254 members 
Mstep: Class 17 contains 54713 members 
Mstep: Class 18 contains 8261 members 
Mstep: Class 19 contains 32727 members 
Mstep: Class 20 contains 12957 members 
Mstep: Class 23 contains 2562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29073706.000000 Penalty: 34534.289062
Iteration 41Q: 17 clusters Score -2.907371e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 11827 members 
Mstep: Class 3 contains 1371 members 
Mstep: Class 5 contains 1190 members 
Mstep: Class 7 contains 10284 members 
Mstep: Class 9 contains 3213 members 
Mstep: Class 10 contains 15633 members 
Mstep: Class 11 contains 2803 members 
Mstep: Class 13 contains 197730 members 
Mstep: Class 14 contains 185803 members 
Mstep: Class 15 contains 43466 members 
Mstep: Class 17 contains 54340 members 
Mstep: Class 18 contains 8221 members 
Mstep: Class 19 contains 33146 members 
Mstep: Class 20 contains 13209 members 
Mstep: Class 23 contains 2374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29074588.000000 Penalty: 34534.289062
Iteration 42Q: 17 clusters Score -2.907459e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 11622 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 5 contains 1194 members 
Mstep: Class 7 contains 10188 members 
Mstep: Class 9 contains 3171 members 
Mstep: Class 10 contains 14892 members 
Mstep: Class 11 contains 2799 members 
Mstep: Class 13 contains 197683 members 
Mstep: Class 14 contains 186737 members 
Mstep: Class 15 contains 43620 members 
Mstep: Class 17 contains 53989 members 
Mstep: Class 18 contains 8185 members 
Mstep: Class 19 contains 33477 members 
Mstep: Class 20 contains 13405 members 
Mstep: Class 23 contains 2251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29075222.000000 Penalty: 34534.289062
Iteration 43Q: 17 clusters Score -2.907522e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 11384 members 
Mstep: Class 3 contains 1477 members 
Mstep: Class 5 contains 1197 members 
Mstep: Class 7 contains 10113 members 
Mstep: Class 9 contains 3131 members 
Mstep: Class 10 contains 14223 members 
Mstep: Class 11 contains 2800 members 
Mstep: Class 13 contains 197651 members 
Mstep: Class 14 contains 187742 members 
Mstep: Class 15 contains 43689 members 
Mstep: Class 17 contains 53660 members 
Mstep: Class 18 contains 8152 members 
Mstep: Class 19 contains 33754 members 
Mstep: Class 20 contains 13531 members 
Mstep: Class 23 contains 2171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29075650.000000 Penalty: 34534.289062
Iteration 44Q: 17 clusters Score -2.907565e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 11143 members 
Mstep: Class 3 contains 1515 members 
Mstep: Class 5 contains 1194 members 
Mstep: Class 7 contains 10045 members 
Mstep: Class 9 contains 3097 members 
Mstep: Class 10 contains 13617 members 
Mstep: Class 11 contains 2807 members 
Mstep: Class 13 contains 197568 members 
Mstep: Class 14 contains 188794 members 
Mstep: Class 15 contains 43703 members 
Mstep: Class 17 contains 53326 members 
Mstep: Class 18 contains 8122 members 
Mstep: Class 19 contains 33999 members 
Mstep: Class 20 contains 13648 members 
Mstep: Class 23 contains 2115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29076264.000000 Penalty: 34534.289062
Iteration 45Q: 17 clusters Score -2.907626e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 10890 members 
Mstep: Class 3 contains 1559 members 
Mstep: Class 5 contains 1196 members 
Mstep: Class 7 contains 9985 members 
Mstep: Class 9 contains 3060 members 
Mstep: Class 10 contains 13041 members 
Mstep: Class 11 contains 2809 members 
Mstep: Class 13 contains 197480 members 
Mstep: Class 14 contains 189854 members 
Mstep: Class 15 contains 43680 members 
Mstep: Class 17 contains 52988 members 
Mstep: Class 18 contains 8097 members 
Mstep: Class 19 contains 34256 members 
Mstep: Class 20 contains 13726 members 
Mstep: Class 23 contains 2076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29076594.000000 Penalty: 34534.289062
Iteration 46Q: 17 clusters Score -2.907659e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 10669 members 
Mstep: Class 3 contains 1588 members 
Mstep: Class 5 contains 1198 members 
Mstep: Class 7 contains 9934 members 
Mstep: Class 9 contains 3040 members 
Mstep: Class 10 contains 12476 members 
Mstep: Class 11 contains 2810 members 
Mstep: Class 13 contains 197383 members 
Mstep: Class 14 contains 190899 members 
Mstep: Class 15 contains 43644 members 
Mstep: Class 17 contains 52648 members 
Mstep: Class 18 contains 8070 members 
Mstep: Class 19 contains 34491 members 
Mstep: Class 20 contains 13801 members 
Mstep: Class 23 contains 2055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29076968.000000 Penalty: 34534.289062
Iteration 47Q: 17 clusters Score -2.907697e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 10474 members 
Mstep: Class 3 contains 1620 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 7 contains 9878 members 
Mstep: Class 9 contains 3022 members 
Mstep: Class 10 contains 11990 members 
Mstep: Class 11 contains 2817 members 
Mstep: Class 13 contains 197304 members 
Mstep: Class 14 contains 191919 members 
Mstep: Class 15 contains 43561 members 
Mstep: Class 17 contains 52327 members 
Mstep: Class 18 contains 8046 members 
Mstep: Class 19 contains 34673 members 
Mstep: Class 20 contains 13856 members 
Mstep: Class 23 contains 2034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29077254.000000 Penalty: 34534.289062
Iteration 48Q: 17 clusters Score -2.907725e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 10312 members 
Mstep: Class 3 contains 1644 members 
Mstep: Class 5 contains 1205 members 
Mstep: Class 7 contains 9831 members 
Mstep: Class 9 contains 3005 members 
Mstep: Class 10 contains 11511 members 
Mstep: Class 11 contains 2821 members 
Mstep: Class 13 contains 197190 members 
Mstep: Class 14 contains 192918 members 
Mstep: Class 15 contains 43475 members 
Mstep: Class 17 contains 52010 members 
Mstep: Class 18 contains 8029 members 
Mstep: Class 19 contains 34857 members 
Mstep: Class 20 contains 13927 members 
Mstep: Class 23 contains 2001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29077484.000000 Penalty: 34534.289062
Iteration 49Q: 17 clusters Score -2.907748e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 10172 members 
Mstep: Class 3 contains 1676 members 
Mstep: Class 5 contains 1211 members 
Mstep: Class 7 contains 9806 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 11078 members 
Mstep: Class 11 contains 2820 members 
Mstep: Class 13 contains 197050 members 
Mstep: Class 14 contains 193994 members 
Mstep: Class 15 contains 43358 members 
Mstep: Class 17 contains 51683 members 
Mstep: Class 18 contains 8016 members 
Mstep: Class 19 contains 34990 members 
Mstep: Class 20 contains 13960 members 
Mstep: Class 23 contains 1977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29077774.000000 Penalty: 34534.289062
Iteration 50Q: 17 clusters Score -2.907777e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 10059 members 
Mstep: Class 3 contains 1709 members 
Mstep: Class 5 contains 1209 members 
Mstep: Class 7 contains 9775 members 
Mstep: Class 9 contains 2951 members 
Mstep: Class 10 contains 10666 members 
Mstep: Class 11 contains 2819 members 
Mstep: Class 13 contains 196895 members 
Mstep: Class 14 contains 194996 members 
Mstep: Class 15 contains 43264 members 
Mstep: Class 17 contains 51377 members 
Mstep: Class 18 contains 8013 members 
Mstep: Class 19 contains 35114 members 
Mstep: Class 20 contains 13995 members 
Mstep: Class 23 contains 1950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29077838.000000 Penalty: 34534.289062
Iteration 51Q: 17 clusters Score -2.907784e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 9941 members 
Mstep: Class 3 contains 1742 members 
Mstep: Class 5 contains 1205 members 
Mstep: Class 7 contains 9742 members 
Mstep: Class 9 contains 2929 members 
Mstep: Class 10 contains 10267 members 
Mstep: Class 11 contains 2821 members 
Mstep: Class 13 contains 196756 members 
Mstep: Class 14 contains 195992 members 
Mstep: Class 15 contains 43212 members 
Mstep: Class 17 contains 51050 members 
Mstep: Class 18 contains 8007 members 
Mstep: Class 19 contains 35199 members 
Mstep: Class 20 contains 14023 members 
Mstep: Class 23 contains 1937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29078068.000000 Penalty: 34534.289062
Iteration 52Q: 17 clusters Score -2.907807e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 9842 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 7 contains 9706 members 
Mstep: Class 9 contains 2906 members 
Mstep: Class 10 contains 9864 members 
Mstep: Class 11 contains 2827 members 
Mstep: Class 13 contains 196599 members 
Mstep: Class 14 contains 197021 members 
Mstep: Class 15 contains 43149 members 
Mstep: Class 17 contains 50702 members 
Mstep: Class 18 contains 8002 members 
Mstep: Class 19 contains 35269 members 
Mstep: Class 20 contains 14057 members 
Mstep: Class 23 contains 1930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29078288.000000 Penalty: 34534.289062
Iteration 53Q: 17 clusters Score -2.907829e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 9777 members 
Mstep: Class 3 contains 1816 members 
Mstep: Class 5 contains 1205 members 
Mstep: Class 7 contains 9676 members 
Mstep: Class 9 contains 2883 members 
Mstep: Class 10 contains 9482 members 
Mstep: Class 11 contains 2830 members 
Mstep: Class 13 contains 196436 members 
Mstep: Class 14 contains 197973 members 
Mstep: Class 15 contains 43088 members 
Mstep: Class 17 contains 50363 members 
Mstep: Class 18 contains 7999 members 
Mstep: Class 19 contains 35322 members 
Mstep: Class 20 contains 14099 members 
Mstep: Class 23 contains 1923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29078480.000000 Penalty: 34534.289062
Iteration 54Q: 17 clusters Score -2.907848e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 9725 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 5 contains 1204 members 
Mstep: Class 7 contains 9639 members 
Mstep: Class 9 contains 2860 members 
Mstep: Class 10 contains 9130 members 
Mstep: Class 11 contains 2832 members 
Mstep: Class 13 contains 196272 members 
Mstep: Class 14 contains 198909 members 
Mstep: Class 15 contains 43004 members 
Mstep: Class 17 contains 50039 members 
Mstep: Class 18 contains 7999 members 
Mstep: Class 19 contains 35364 members 
Mstep: Class 20 contains 14133 members 
Mstep: Class 23 contains 1915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29078480.000000 Penalty: 34534.289062
Iteration 55Q: 17 clusters Score -2.907848e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 9683 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 5 contains 1204 members 
Mstep: Class 7 contains 9602 members 
Mstep: Class 9 contains 2828 members 
Mstep: Class 10 contains 8800 members 
Mstep: Class 11 contains 2830 members 
Mstep: Class 13 contains 196118 members 
Mstep: Class 14 contains 199808 members 
Mstep: Class 15 contains 42911 members 
Mstep: Class 17 contains 49753 members 
Mstep: Class 18 contains 7997 members 
Mstep: Class 19 contains 35401 members 
Mstep: Class 20 contains 14146 members 
Mstep: Class 23 contains 1914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29078644.000000 Penalty: 34534.289062
Iteration 56Q: 17 clusters Score -2.907864e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 9650 members 
Mstep: Class 3 contains 1921 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 9563 members 
Mstep: Class 9 contains 2801 members 
Mstep: Class 10 contains 8455 members 
Mstep: Class 11 contains 2832 members 
Mstep: Class 13 contains 195989 members 
Mstep: Class 14 contains 200689 members 
Mstep: Class 15 contains 42836 members 
Mstep: Class 17 contains 49441 members 
Mstep: Class 18 contains 7994 members 
Mstep: Class 19 contains 35429 members 
Mstep: Class 20 contains 14182 members 
Mstep: Class 23 contains 1907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29078774.000000 Penalty: 34534.289062
Iteration 57Q: 17 clusters Score -2.907877e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 9630 members 
Mstep: Class 3 contains 1960 members 
Mstep: Class 5 contains 1209 members 
Mstep: Class 7 contains 9522 members 
Mstep: Class 9 contains 2780 members 
Mstep: Class 10 contains 8110 members 
Mstep: Class 11 contains 2832 members 
Mstep: Class 13 contains 195861 members 
Mstep: Class 14 contains 201576 members 
Mstep: Class 15 contains 42761 members 
Mstep: Class 17 contains 49094 members 
Mstep: Class 18 contains 7988 members 
Mstep: Class 19 contains 35467 members 
Mstep: Class 20 contains 14214 members 
Mstep: Class 23 contains 1907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29078940.000000 Penalty: 34534.289062
Iteration 58Q: 17 clusters Score -2.907894e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 9608 members 
Mstep: Class 3 contains 1990 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 7 contains 9484 members 
Mstep: Class 9 contains 2754 members 
Mstep: Class 10 contains 7816 members 
Mstep: Class 11 contains 2832 members 
Mstep: Class 13 contains 195739 members 
Mstep: Class 14 contains 202380 members 
Mstep: Class 15 contains 42717 members 
Mstep: Class 17 contains 48750 members 
Mstep: Class 18 contains 7988 members 
Mstep: Class 19 contains 35480 members 
Mstep: Class 20 contains 14264 members 
Mstep: Class 23 contains 1904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29079076.000000 Penalty: 34534.289062
Iteration 59Q: 17 clusters Score -2.907908e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 9588 members 
Mstep: Class 3 contains 2015 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 7 contains 9457 members 
Mstep: Class 9 contains 2730 members 
Mstep: Class 10 contains 7530 members 
Mstep: Class 11 contains 2832 members 
Mstep: Class 13 contains 195623 members 
Mstep: Class 14 contains 203153 members 
Mstep: Class 15 contains 42670 members 
Mstep: Class 17 contains 48423 members 
Mstep: Class 18 contains 7989 members 
Mstep: Class 19 contains 35501 members 
Mstep: Class 20 contains 14296 members 
Mstep: Class 23 contains 1900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29079246.000000 Penalty: 34534.289062
Iteration 60F: 17 clusters Score -2.907925e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 9571 members 
Mstep: Class 3 contains 2046 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 7 contains 9430 members 
Mstep: Class 9 contains 2696 members 
Mstep: Class 10 contains 7237 members 
Mstep: Class 11 contains 2834 members 
Mstep: Class 13 contains 195524 members 
Mstep: Class 14 contains 203914 members 
Mstep: Class 15 contains 42645 members 
Mstep: Class 17 contains 48127 members 
Mstep: Class 18 contains 7989 members 
Mstep: Class 19 contains 35506 members 
Mstep: Class 20 contains 14295 members 
Mstep: Class 23 contains 1897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29079454.000000 Penalty: 34534.289062
Iteration 61Q: 17 clusters Score -2.907945e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 9560 members 
Mstep: Class 3 contains 2081 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 7 contains 9408 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 6987 members 
Mstep: Class 11 contains 2832 members 
Mstep: Class 13 contains 195418 members 
Mstep: Class 14 contains 204660 members 
Mstep: Class 15 contains 42618 members 
Mstep: Class 17 contains 47827 members 
Mstep: Class 18 contains 7989 members 
Mstep: Class 19 contains 35498 members 
Mstep: Class 20 contains 14285 members 
Mstep: Class 23 contains 1892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29079470.000000 Penalty: 34534.289062
Iteration 62Q: 17 clusters Score -2.907947e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 9545 members 
Mstep: Class 3 contains 2112 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 7 contains 9380 members 
Mstep: Class 9 contains 2634 members 
Mstep: Class 10 contains 6733 members 
Mstep: Class 11 contains 2830 members 
Mstep: Class 13 contains 195344 members 
Mstep: Class 14 contains 205392 members 
Mstep: Class 15 contains 42602 members 
Mstep: Class 17 contains 47503 members 
Mstep: Class 18 contains 7991 members 
Mstep: Class 19 contains 35487 members 
Mstep: Class 20 contains 14286 members 
Mstep: Class 23 contains 1887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29079584.000000 Penalty: 34534.289062
Iteration 63Q: 17 clusters Score -2.907958e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 9522 members 
Mstep: Class 3 contains 2143 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 7 contains 9348 members 
Mstep: Class 9 contains 2615 members 
Mstep: Class 10 contains 6503 members 
Mstep: Class 11 contains 2827 members 
Mstep: Class 13 contains 195248 members 
Mstep: Class 14 contains 206079 members 
Mstep: Class 15 contains 42601 members 
Mstep: Class 17 contains 47213 members 
Mstep: Class 18 contains 7993 members 
Mstep: Class 19 contains 35474 members 
Mstep: Class 20 contains 14288 members 
Mstep: Class 23 contains 1882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29079760.000000 Penalty: 34534.289062
Iteration 64Q: 17 clusters Score -2.907976e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 9508 members 
Mstep: Class 3 contains 2172 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 7 contains 9319 members 
Mstep: Class 9 contains 2603 members 
Mstep: Class 10 contains 6276 members 
Mstep: Class 11 contains 2826 members 
Mstep: Class 13 contains 195124 members 
Mstep: Class 14 contains 206774 members 
Mstep: Class 15 contains 42588 members 
Mstep: Class 17 contains 46939 members 
Mstep: Class 18 contains 7991 members 
Mstep: Class 19 contains 35457 members 
Mstep: Class 20 contains 14286 members 
Mstep: Class 23 contains 1882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29079910.000000 Penalty: 34534.289062
Iteration 65Q: 17 clusters Score -2.907991e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 9500 members 
Mstep: Class 3 contains 2199 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 7 contains 9291 members 
Mstep: Class 9 contains 2586 members 
Mstep: Class 10 contains 6078 members 
Mstep: Class 11 contains 2828 members 
Mstep: Class 13 contains 195008 members 
Mstep: Class 14 contains 207436 members 
Mstep: Class 15 contains 42574 members 
Mstep: Class 17 contains 46666 members 
Mstep: Class 18 contains 7986 members 
Mstep: Class 19 contains 35428 members 
Mstep: Class 20 contains 14282 members 
Mstep: Class 23 contains 1886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29079984.000000 Penalty: 34534.289062
Iteration 66Q: 17 clusters Score -2.907998e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 9494 members 
Mstep: Class 3 contains 2221 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 7 contains 9268 members 
Mstep: Class 9 contains 2570 members 
Mstep: Class 10 contains 5871 members 
Mstep: Class 11 contains 2822 members 
Mstep: Class 13 contains 194936 members 
Mstep: Class 14 contains 208043 members 
Mstep: Class 15 contains 42563 members 
Mstep: Class 17 contains 46407 members 
Mstep: Class 18 contains 7984 members 
Mstep: Class 19 contains 35402 members 
Mstep: Class 20 contains 14288 members 
Mstep: Class 23 contains 1886 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 67Q: 17 clusters Score -2.908004e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 9490 members 
Mstep: Class 3 contains 2243 members 
Mstep: Class 5 contains 1215 members 
Mstep: Class 7 contains 9240 members 
Mstep: Class 9 contains 2551 members 
Mstep: Class 10 contains 5684 members 
Mstep: Class 11 contains 2822 members 
Mstep: Class 13 contains 194864 members 
Mstep: Class 14 contains 208581 members 
Mstep: Class 15 contains 42551 members 
Mstep: Class 17 contains 46172 members 
Mstep: Class 18 contains 7984 members 
Mstep: Class 19 contains 35385 members 
Mstep: Class 20 contains 14307 members 
Mstep: Class 23 contains 1886 members 
Entering Unmasked Estep 
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Iteration 68Q: 17 clusters Score -2.908015e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 9488 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 5 contains 1215 members 
Mstep: Class 7 contains 9205 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 5518 members 
Mstep: Class 11 contains 2826 members 
Mstep: Class 13 contains 194789 members 
Mstep: Class 14 contains 209109 members 
Mstep: Class 15 contains 42542 members 
Mstep: Class 17 contains 45954 members 
Mstep: Class 18 contains 7985 members 
Mstep: Class 19 contains 35363 members 
Mstep: Class 20 contains 14309 members 
Mstep: Class 23 contains 1887 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 69Q: 17 clusters Score -2.908013e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9486 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 5 contains 1215 members 
Mstep: Class 7 contains 9181 members 
Mstep: Class 9 contains 2524 members 
Mstep: Class 10 contains 5349 members 
Mstep: Class 11 contains 2827 members 
Mstep: Class 13 contains 194685 members 
Mstep: Class 14 contains 209638 members 
Mstep: Class 15 contains 42534 members 
Mstep: Class 17 contains 45765 members 
Mstep: Class 18 contains 7985 members 
Mstep: Class 19 contains 35332 members 
Mstep: Class 20 contains 14311 members 
Mstep: Class 23 contains 1886 members 
Entering Unmasked Estep 
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Iteration 70Q: 17 clusters Score -2.908026e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 9483 members 
Mstep: Class 3 contains 2282 members 
Mstep: Class 5 contains 1215 members 
Mstep: Class 7 contains 9164 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 5185 members 
Mstep: Class 11 contains 2827 members 
Mstep: Class 13 contains 194596 members 
Mstep: Class 14 contains 210099 members 
Mstep: Class 15 contains 42531 members 
Mstep: Class 17 contains 45606 members 
Mstep: Class 18 contains 7987 members 
Mstep: Class 19 contains 35304 members 
Mstep: Class 20 contains 14322 members 
Mstep: Class 23 contains 1884 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 71Q: 17 clusters Score -2.908044e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 9481 members 
Mstep: Class 3 contains 2291 members 
Mstep: Class 5 contains 1215 members 
Mstep: Class 7 contains 9140 members 
Mstep: Class 9 contains 2489 members 
Mstep: Class 10 contains 5039 members 
Mstep: Class 11 contains 2823 members 
Mstep: Class 13 contains 194524 members 
Mstep: Class 14 contains 210529 members 
Mstep: Class 15 contains 42527 members 
Mstep: Class 17 contains 45454 members 
Mstep: Class 18 contains 7988 members 
Mstep: Class 19 contains 35270 members 
Mstep: Class 20 contains 14333 members 
Mstep: Class 23 contains 1884 members 
Entering Unmasked Estep 
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Iteration 72Q: 17 clusters Score -2.908039e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9481 members 
Mstep: Class 3 contains 2304 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 7 contains 9126 members 
Mstep: Class 9 contains 2467 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 2827 members 
Mstep: Class 13 contains 194460 members 
Mstep: Class 14 contains 210880 members 
Mstep: Class 15 contains 42523 members 
Mstep: Class 17 contains 45320 members 
Mstep: Class 18 contains 7987 members 
Mstep: Class 19 contains 35240 members 
Mstep: Class 20 contains 14345 members 
Mstep: Class 23 contains 1886 members 
Entering Unmasked Estep 
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Iteration 73Q: 17 clusters Score -2.908027e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 9481 members 
Mstep: Class 3 contains 2315 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 7 contains 9112 members 
Mstep: Class 9 contains 2453 members 
Mstep: Class 10 contains 4827 members 
Mstep: Class 11 contains 2834 members 
Mstep: Class 13 contains 194407 members 
Mstep: Class 14 contains 211189 members 
Mstep: Class 15 contains 42523 members 
Mstep: Class 17 contains 45200 members 
Mstep: Class 18 contains 7984 members 
Mstep: Class 19 contains 35208 members 
Mstep: Class 20 contains 14360 members 
Mstep: Class 23 contains 1883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29080326.000000 Penalty: 34534.289062
Iteration 74Q: 17 clusters Score -2.908033e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 9482 members 
Mstep: Class 3 contains 2326 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 7 contains 9097 members 
Mstep: Class 9 contains 2441 members 
Mstep: Class 10 contains 4727 members 
Mstep: Class 11 contains 2836 members 
Mstep: Class 13 contains 194362 members 
Mstep: Class 14 contains 211476 members 
Mstep: Class 15 contains 42524 members 
Mstep: Class 17 contains 45105 members 
Mstep: Class 18 contains 7980 members 
Mstep: Class 19 contains 35172 members 
Mstep: Class 20 contains 14369 members 
Mstep: Class 23 contains 1881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29080338.000000 Penalty: 34534.289062
Iteration 75Q: 17 clusters Score -2.908034e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 9483 members 
Mstep: Class 3 contains 2336 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 7 contains 9083 members 
Mstep: Class 9 contains 2432 members 
Mstep: Class 10 contains 4639 members 
Mstep: Class 11 contains 2837 members 
Mstep: Class 13 contains 194317 members 
Mstep: Class 14 contains 211742 members 
Mstep: Class 15 contains 42523 members 
Mstep: Class 17 contains 45023 members 
Mstep: Class 18 contains 7977 members 
Mstep: Class 19 contains 35134 members 
Mstep: Class 20 contains 14370 members 
Mstep: Class 23 contains 1883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29080324.000000 Penalty: 34534.289062
Iteration 76Q: 17 clusters Score -2.908032e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 9483 members 
Mstep: Class 3 contains 2343 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 7 contains 9070 members 
Mstep: Class 9 contains 2421 members 
Mstep: Class 10 contains 4537 members 
Mstep: Class 11 contains 2836 members 
Mstep: Class 13 contains 194275 members 
Mstep: Class 14 contains 211983 members 
Mstep: Class 15 contains 42524 members 
Mstep: Class 17 contains 44959 members 
Mstep: Class 18 contains 7975 members 
Mstep: Class 19 contains 35108 members 
Mstep: Class 20 contains 14384 members 
Mstep: Class 23 contains 1882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29080372.000000 Penalty: 34534.289062
Iteration 77Q: 17 clusters Score -2.908037e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 9482 members 
Mstep: Class 3 contains 2352 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 7 contains 9050 members 
Mstep: Class 9 contains 2409 members 
Mstep: Class 10 contains 4449 members 
Mstep: Class 11 contains 2833 members 
Mstep: Class 13 contains 194236 members 
Mstep: Class 14 contains 212217 members 
Mstep: Class 15 contains 42521 members 
Mstep: Class 17 contains 44903 members 
Mstep: Class 18 contains 7976 members 
Mstep: Class 19 contains 35079 members 
Mstep: Class 20 contains 14391 members 
Mstep: Class 23 contains 1883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29080366.000000 Penalty: 34534.289062
Iteration 78Q: 17 clusters Score -2.908037e+07 nChanged 325
Entering ConstructFrom: 
Score: -29080366.000000 Penalty: 34534.289062
Entering ConstructFrom: 
Trying to split cluster 1 (1794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Entering Unmasked Estep 
Score: -99994.609375 Penalty: 1217.483032
	Iteration 0F: 2 clusters Score -99994.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -98015.468750 Penalty: 2434.966064
	Iteration 0F: 3 clusters Score -98015.47 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -98394.007812 Penalty: 2434.966064
	Iteration 1F: 3 clusters Score -98394.01 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -98485.562500 Penalty: 2434.966064
	Iteration 2F: 3 clusters Score -98485.56 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -98531.742188 Penalty: 2434.966064
	Iteration 3Q: 3 clusters Score -98531.74 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -98566.945312 Penalty: 2434.966064
	Iteration 4Q: 3 clusters Score -98566.95 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -98591.398438 Penalty: 2434.966064
	Iteration 5Q: 3 clusters Score -98591.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -98608.062500 Penalty: 2434.966064
	Iteration 6Q: 3 clusters Score -98608.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -98623.335938 Penalty: 2434.966064
	Iteration 7Q: 3 clusters Score -98623.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -98630.640625 Penalty: 2434.966064
	Iteration 8Q: 3 clusters Score -98630.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -98633.140625 Penalty: 2434.966064
	Iteration 9Q: 3 clusters Score -98633.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -98635.593750 Penalty: 2434.966064
	Iteration 10Q: 3 clusters Score -98635.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -98639.976562 Penalty: 2434.966064
	Iteration 11Q: 3 clusters Score -98639.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -98645.179688 Penalty: 2434.966064
	Iteration 12Q: 3 clusters Score -98645.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -98650.460938 Penalty: 2434.966064
	Iteration 13Q: 3 clusters Score -98650.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -98653.765625 Penalty: 2434.966064
	Iteration 14Q: 3 clusters Score -98653.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -98655.726562 Penalty: 2434.966064
	Iteration 15Q: 3 clusters Score -98655.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -98656.156250 Penalty: 2434.966064
	Iteration 16Q: 3 clusters Score -98656.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -98656.156250 Penalty: 2434.966064
	Iteration 17F: 3 clusters Score -98656.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Entering Unmasked Estep 
Score: -488044.343750 Penalty: 1488.036865
	Iteration 0F: 2 clusters Score -488044.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -481211.625000 Penalty: 2976.073730
	Iteration 0F: 3 clusters Score -481211.6 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -483336.687500 Penalty: 2976.073730
	Iteration 1F: 3 clusters Score -483336.7 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -483543.000000 Penalty: 2976.073730
	Iteration 2F: 3 clusters Score -483543 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -483667.031250 Penalty: 2976.073730
	Iteration 3Q: 3 clusters Score -483667 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -483760.000000 Penalty: 2976.073730
	Iteration 4Q: 3 clusters Score -483760 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -483845.781250 Penalty: 2976.073730
	Iteration 5Q: 3 clusters Score -483845.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -483914.125000 Penalty: 2976.073730
	Iteration 6Q: 3 clusters Score -483914.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -483978.875000 Penalty: 2976.073730
	Iteration 7Q: 3 clusters Score -483978.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -484048.031250 Penalty: 2976.073730
	Iteration 8Q: 3 clusters Score -484048 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -484138.906250 Penalty: 2976.073730
	Iteration 9Q: 3 clusters Score -484138.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -484248.468750 Penalty: 2976.073730
	Iteration 10Q: 3 clusters Score -484248.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -484404.437500 Penalty: 2976.073730
	Iteration 11Q: 3 clusters Score -484404.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -484583.375000 Penalty: 2976.073730
	Iteration 12Q: 3 clusters Score -484583.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -484801.218750 Penalty: 2976.073730
	Iteration 13Q: 3 clusters Score -484801.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -485087.125000 Penalty: 2976.073730
	Iteration 14Q: 3 clusters Score -485087.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -485459.312500 Penalty: 2976.073730
	Iteration 15F: 3 clusters Score -485459.3 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -485850.343750 Penalty: 2976.073730
	Iteration 16Q: 3 clusters Score -485850.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -486177.218750 Penalty: 2976.073730
	Iteration 17Q: 3 clusters Score -486177.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -486382.875000 Penalty: 2976.073730
	Iteration 18Q: 3 clusters Score -486382.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -486520.156250 Penalty: 2976.073730
	Iteration 19Q: 3 clusters Score -486520.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -486603.656250 Penalty: 2976.073730
	Iteration 20F: 3 clusters Score -486603.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -486661.343750 Penalty: 2976.073730
	Iteration 21Q: 3 clusters Score -486661.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -486693.156250 Penalty: 2976.073730
	Iteration 22Q: 3 clusters Score -486693.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -486711.281250 Penalty: 2976.073730
	Iteration 23Q: 3 clusters Score -486711.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -486726.375000 Penalty: 2976.073730
	Iteration 24Q: 3 clusters Score -486726.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -486743.062500 Penalty: 2976.073730
	Iteration 25Q: 3 clusters Score -486743.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -486748.093750 Penalty: 2976.073730
	Iteration 26Q: 3 clusters Score -486748.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -486754.875000 Penalty: 2976.073730
	Iteration 27Q: 3 clusters Score -486754.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -486765.062500 Penalty: 2976.073730
	Iteration 28Q: 3 clusters Score -486765.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -486770.843750 Penalty: 2976.073730
	Iteration 29Q: 3 clusters Score -486770.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -486776.781250 Penalty: 2976.073730
	Iteration 30Q: 3 clusters Score -486776.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -486781.750000 Penalty: 2976.073730
	Iteration 31Q: 3 clusters Score -486781.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -486785.468750 Penalty: 2976.073730
	Iteration 32Q: 3 clusters Score -486785.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -486789.593750 Penalty: 2976.073730
	Iteration 33Q: 3 clusters Score -486789.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -486790.156250 Penalty: 2976.073730
	Iteration 34Q: 3 clusters Score -486790.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -486790.156250 Penalty: 2976.073730
	Iteration 35F: 3 clusters Score -486790.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Entering Unmasked Estep 
Score: -107946.742188 Penalty: 1262.455322
	Iteration 0F: 2 clusters Score -107946.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -105612.640625 Penalty: 2524.910645
	Iteration 0F: 3 clusters Score -105612.6 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -106140.484375 Penalty: 2524.910645
	Iteration 1F: 3 clusters Score -106140.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -106237.968750 Penalty: 2524.910645
	Iteration 2F: 3 clusters Score -106238 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -106275.804688 Penalty: 2524.910645
	Iteration 3Q: 3 clusters Score -106275.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -106298.507812 Penalty: 2524.910645
	Iteration 4Q: 3 clusters Score -106298.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -106313.320312 Penalty: 2524.910645
	Iteration 5Q: 3 clusters Score -106313.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -106332.554688 Penalty: 2524.910645
	Iteration 6Q: 3 clusters Score -106332.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -106352.351562 Penalty: 2524.910645
	Iteration 7Q: 3 clusters Score -106352.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -106365.796875 Penalty: 2524.910645
	Iteration 8Q: 3 clusters Score -106365.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -106378.093750 Penalty: 2524.910645
	Iteration 9Q: 3 clusters Score -106378.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -106391.000000 Penalty: 2524.910645
	Iteration 10Q: 3 clusters Score -106391 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -106398.875000 Penalty: 2524.910645
	Iteration 11Q: 3 clusters Score -106398.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -106405.601562 Penalty: 2524.910645
	Iteration 12Q: 3 clusters Score -106405.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -106412.976562 Penalty: 2524.910645
	Iteration 13Q: 3 clusters Score -106413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -106417.250000 Penalty: 2524.910645
	Iteration 14Q: 3 clusters Score -106417.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -106420.867188 Penalty: 2524.910645
	Iteration 15Q: 3 clusters Score -106420.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -106424.304688 Penalty: 2524.910645
	Iteration 16Q: 3 clusters Score -106424.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -106427.382812 Penalty: 2524.910645
	Iteration 17Q: 3 clusters Score -106427.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -106430.539062 Penalty: 2524.910645
	Iteration 18Q: 3 clusters Score -106430.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -106433.039062 Penalty: 2524.910645
	Iteration 19Q: 3 clusters Score -106433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -106435.007812 Penalty: 2524.910645
	Iteration 20F: 3 clusters Score -106435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -106436.601562 Penalty: 2524.910645
	Iteration 21Q: 3 clusters Score -106436.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -106438.984375 Penalty: 2524.910645
	Iteration 22Q: 3 clusters Score -106439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -106439.609375 Penalty: 2524.910645
	Iteration 23Q: 3 clusters Score -106439.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -106439.960938 Penalty: 2524.910645
	Iteration 24Q: 3 clusters Score -106440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -106440.210938 Penalty: 2524.910645
	Iteration 25Q: 3 clusters Score -106440.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -106440.210938 Penalty: 2524.910645
	Iteration 26F: 3 clusters Score -106440.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Entering Unmasked Estep 
Score: -55084.089844 Penalty: 1153.888428
	Iteration 0F: 2 clusters Score -55084.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -53443.496094 Penalty: 2307.776855
	Iteration 0F: 3 clusters Score -53443.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -53733.835938 Penalty: 2307.776855
	Iteration 1F: 3 clusters Score -53733.84 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -53835.390625 Penalty: 2307.776855
	Iteration 2F: 3 clusters Score -53835.39 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -53886.191406 Penalty: 2307.776855
	Iteration 3Q: 3 clusters Score -53886.19 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -53935.285156 Penalty: 2307.776855
	Iteration 4Q: 3 clusters Score -53935.29 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -53974.613281 Penalty: 2307.776855
	Iteration 5Q: 3 clusters Score -53974.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -53990.949219 Penalty: 2307.776855
	Iteration 6Q: 3 clusters Score -53990.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -54001.417969 Penalty: 2307.776855
	Iteration 7Q: 3 clusters Score -54001.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -54010.226562 Penalty: 2307.776855
	Iteration 8Q: 3 clusters Score -54010.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -54014.906250 Penalty: 2307.776855
	Iteration 9Q: 3 clusters Score -54014.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -54021.593750 Penalty: 2307.776855
	Iteration 10Q: 3 clusters Score -54021.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -54028.175781 Penalty: 2307.776855
	Iteration 11Q: 3 clusters Score -54028.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -54030.269531 Penalty: 2307.776855
	Iteration 12Q: 3 clusters Score -54030.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -54032.621094 Penalty: 2307.776855
	Iteration 13Q: 3 clusters Score -54032.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -54034.023438 Penalty: 2307.776855
	Iteration 14Q: 3 clusters Score -54034.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -54034.667969 Penalty: 2307.776855
	Iteration 15Q: 3 clusters Score -54034.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -54034.667969 Penalty: 2307.776855
	Iteration 16F: 3 clusters Score -54034.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Entering Unmasked Estep 
Score: -479934.718750 Penalty: 1480.118042
	Iteration 0F: 2 clusters Score -479934.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -473345.281250 Penalty: 2960.236084
	Iteration 0F: 3 clusters Score -473345.3 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -475456.375000 Penalty: 2960.236084
	Iteration 1F: 3 clusters Score -475456.4 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -475707.625000 Penalty: 2960.236084
	Iteration 2F: 3 clusters Score -475707.6 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -475954.968750 Penalty: 2960.236084
	Iteration 3F: 3 clusters Score -475955 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -476217.437500 Penalty: 2960.236084
	Iteration 4Q: 3 clusters Score -476217.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -476551.062500 Penalty: 2960.236084
	Iteration 5F: 3 clusters Score -476551.1 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -476933.125000 Penalty: 2960.236084
	Iteration 6F: 3 clusters Score -476933.1 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -477356.125000 Penalty: 2960.236084
	Iteration 7F: 3 clusters Score -477356.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -477710.937500 Penalty: 2960.236084
	Iteration 8F: 3 clusters Score -477710.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -477977.125000 Penalty: 2960.236084
	Iteration 9Q: 3 clusters Score -477977.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -478181.031250 Penalty: 2960.236084
	Iteration 10Q: 3 clusters Score -478181 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -478322.718750 Penalty: 2960.236084
	Iteration 11Q: 3 clusters Score -478322.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -478412.250000 Penalty: 2960.236084
	Iteration 12Q: 3 clusters Score -478412.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -478483.031250 Penalty: 2960.236084
	Iteration 13Q: 3 clusters Score -478483 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -478537.593750 Penalty: 2960.236084
	Iteration 14Q: 3 clusters Score -478537.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -478588.406250 Penalty: 2960.236084
	Iteration 15Q: 3 clusters Score -478588.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -478640.781250 Penalty: 2960.236084
	Iteration 16Q: 3 clusters Score -478640.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -478681.125000 Penalty: 2960.236084
	Iteration 17Q: 3 clusters Score -478681.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -478708.343750 Penalty: 2960.236084
	Iteration 18Q: 3 clusters Score -478708.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -478737.031250 Penalty: 2960.236084
	Iteration 19Q: 3 clusters Score -478737 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -478753.156250 Penalty: 2960.236084
	Iteration 20F: 3 clusters Score -478753.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -478759.562500 Penalty: 2960.236084
	Iteration 21Q: 3 clusters Score -478759.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -478762.562500 Penalty: 2960.236084
	Iteration 22Q: 3 clusters Score -478762.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -478767.375000 Penalty: 2960.236084
	Iteration 23Q: 3 clusters Score -478767.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -478767.437500 Penalty: 2960.236084
	Iteration 24Q: 3 clusters Score -478767.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -478767.562500 Penalty: 2960.236084
	Iteration 25Q: 3 clusters Score -478767.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -478769.343750 Penalty: 2960.236084
	Iteration 26Q: 3 clusters Score -478769.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -478771.593750 Penalty: 2960.236084
	Iteration 27Q: 3 clusters Score -478771.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -478772.968750 Penalty: 2960.236084
	Iteration 28Q: 3 clusters Score -478773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -478773.437500 Penalty: 2960.236084
	Iteration 29Q: 3 clusters Score -478773.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -478772.906250 Penalty: 2960.236084
	Iteration 30Q: 3 clusters Score -478772.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -478773.656250 Penalty: 2960.236084
	Iteration 31Q: 3 clusters Score -478773.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -478773.656250 Penalty: 2960.236084
	Iteration 32F: 3 clusters Score -478773.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Entering Unmasked Estep 
Score: -122884.125000 Penalty: 1264.163452
	Iteration 0F: 2 clusters Score -122884.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -120556.218750 Penalty: 2528.326904
	Iteration 0F: 3 clusters Score -120556.2 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -121064.570312 Penalty: 2528.326904
	Iteration 1F: 3 clusters Score -121064.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -121175.921875 Penalty: 2528.326904
	Iteration 2F: 3 clusters Score -121175.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -121244.226562 Penalty: 2528.326904
	Iteration 3Q: 3 clusters Score -121244.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -121287.289062 Penalty: 2528.326904
	Iteration 4Q: 3 clusters Score -121287.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -121313.390625 Penalty: 2528.326904
	Iteration 5Q: 3 clusters Score -121313.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -121328.554688 Penalty: 2528.326904
	Iteration 6Q: 3 clusters Score -121328.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -121339.945312 Penalty: 2528.326904
	Iteration 7Q: 3 clusters Score -121339.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -121347.796875 Penalty: 2528.326904
	Iteration 8Q: 3 clusters Score -121347.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -121353.898438 Penalty: 2528.326904
	Iteration 9Q: 3 clusters Score -121353.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -121358.648438 Penalty: 2528.326904
	Iteration 10Q: 3 clusters Score -121358.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -121364.320312 Penalty: 2528.326904
	Iteration 11Q: 3 clusters Score -121364.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -121370.226562 Penalty: 2528.326904
	Iteration 12Q: 3 clusters Score -121370.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -121376.648438 Penalty: 2528.326904
	Iteration 13Q: 3 clusters Score -121376.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -121383.406250 Penalty: 2528.326904
	Iteration 14Q: 3 clusters Score -121383.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -121394.687500 Penalty: 2528.326904
	Iteration 15Q: 3 clusters Score -121394.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -121410.406250 Penalty: 2528.326904
	Iteration 16Q: 3 clusters Score -121410.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -121418.742188 Penalty: 2528.326904
	Iteration 17Q: 3 clusters Score -121418.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -121428.406250 Penalty: 2528.326904
	Iteration 18Q: 3 clusters Score -121428.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -121443.359375 Penalty: 2528.326904
	Iteration 19Q: 3 clusters Score -121443.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -121456.000000 Penalty: 2528.326904
	Iteration 20F: 3 clusters Score -121456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -121469.351562 Penalty: 2528.326904
	Iteration 21Q: 3 clusters Score -121469.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -121486.390625 Penalty: 2528.326904
	Iteration 22Q: 3 clusters Score -121486.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -121499.218750 Penalty: 2528.326904
	Iteration 23Q: 3 clusters Score -121499.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -121508.937500 Penalty: 2528.326904
	Iteration 24Q: 3 clusters Score -121508.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -121522.515625 Penalty: 2528.326904
	Iteration 25Q: 3 clusters Score -121522.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -121534.492188 Penalty: 2528.326904
	Iteration 26Q: 3 clusters Score -121534.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -121543.773438 Penalty: 2528.326904
	Iteration 27Q: 3 clusters Score -121543.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -121547.968750 Penalty: 2528.326904
	Iteration 28Q: 3 clusters Score -121548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -121553.617188 Penalty: 2528.326904
	Iteration 29Q: 3 clusters Score -121553.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -121557.609375 Penalty: 2528.326904
	Iteration 30Q: 3 clusters Score -121557.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -121560.054688 Penalty: 2528.326904
	Iteration 31Q: 3 clusters Score -121560.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -121561.703125 Penalty: 2528.326904
	Iteration 32Q: 3 clusters Score -121561.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -121563.750000 Penalty: 2528.326904
	Iteration 33Q: 3 clusters Score -121563.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -121565.976562 Penalty: 2528.326904
	Iteration 34Q: 3 clusters Score -121566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -121567.226562 Penalty: 2528.326904
	Iteration 35Q: 3 clusters Score -121567.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -121569.242188 Penalty: 2528.326904
	Iteration 36Q: 3 clusters Score -121569.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -121574.546875 Penalty: 2528.326904
	Iteration 37Q: 3 clusters Score -121574.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -121580.289062 Penalty: 2528.326904
	Iteration 38Q: 3 clusters Score -121580.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -121582.554688 Penalty: 2528.326904
	Iteration 39Q: 3 clusters Score -121582.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -121586.335938 Penalty: 2528.326904
	Iteration 40F: 3 clusters Score -121586.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -121588.468750 Penalty: 2528.326904
	Iteration 41Q: 3 clusters Score -121588.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -121591.203125 Penalty: 2528.326904
	Iteration 42Q: 3 clusters Score -121591.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -121593.015625 Penalty: 2528.326904
	Iteration 43Q: 3 clusters Score -121593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -121596.437500 Penalty: 2528.326904
	Iteration 44Q: 3 clusters Score -121596.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -121599.335938 Penalty: 2528.326904
	Iteration 45Q: 3 clusters Score -121599.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -121602.554688 Penalty: 2528.326904
	Iteration 46Q: 3 clusters Score -121602.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -121606.351562 Penalty: 2528.326904
	Iteration 47Q: 3 clusters Score -121606.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -121609.171875 Penalty: 2528.326904
	Iteration 48Q: 3 clusters Score -121609.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -121610.726562 Penalty: 2528.326904
	Iteration 49Q: 3 clusters Score -121610.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -121612.007812 Penalty: 2528.326904
	Iteration 50Q: 3 clusters Score -121612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -121614.234375 Penalty: 2528.326904
	Iteration 51Q: 3 clusters Score -121614.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -121616.546875 Penalty: 2528.326904
	Iteration 52Q: 3 clusters Score -121616.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -121619.117188 Penalty: 2528.326904
	Iteration 53Q: 3 clusters Score -121619.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -121620.414062 Penalty: 2528.326904
	Iteration 54Q: 3 clusters Score -121620.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -121622.687500 Penalty: 2528.326904
	Iteration 55Q: 3 clusters Score -121622.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -121624.648438 Penalty: 2528.326904
	Iteration 56Q: 3 clusters Score -121624.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -121626.703125 Penalty: 2528.326904
	Iteration 57Q: 3 clusters Score -121626.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -121628.820312 Penalty: 2528.326904
	Iteration 58Q: 3 clusters Score -121628.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -121630.187500 Penalty: 2528.326904
	Iteration 59Q: 3 clusters Score -121630.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -121631.031250 Penalty: 2528.326904
	Iteration 60F: 3 clusters Score -121631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -121631.921875 Penalty: 2528.326904
	Iteration 61Q: 3 clusters Score -121631.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -121631.921875 Penalty: 2528.326904
	Iteration 62F: 3 clusters Score -121631.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Entering Unmasked Estep 
Score: -227545.812500 Penalty: 1361.600464
	Iteration 0F: 2 clusters Score -227545.8 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 2148 members 
Entering Unmasked Estep 
Score: -223985.546875 Penalty: 2723.200928
	Iteration 0F: 3 clusters Score -223985.5 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -224886.953125 Penalty: 2723.200928
	Iteration 1F: 3 clusters Score -224887 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -225022.000000 Penalty: 2723.200928
	Iteration 2F: 3 clusters Score -225022 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -225109.640625 Penalty: 2723.200928
	Iteration 3Q: 3 clusters Score -225109.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -225183.750000 Penalty: 2723.200928
	Iteration 4Q: 3 clusters Score -225183.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -225259.562500 Penalty: 2723.200928
	Iteration 5Q: 3 clusters Score -225259.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -225318.625000 Penalty: 2723.200928
	Iteration 6Q: 3 clusters Score -225318.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -225369.296875 Penalty: 2723.200928
	Iteration 7Q: 3 clusters Score -225369.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -225422.390625 Penalty: 2723.200928
	Iteration 8Q: 3 clusters Score -225422.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -225474.296875 Penalty: 2723.200928
	Iteration 9Q: 3 clusters Score -225474.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -225528.296875 Penalty: 2723.200928
	Iteration 10Q: 3 clusters Score -225528.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -225581.953125 Penalty: 2723.200928
	Iteration 11Q: 3 clusters Score -225582 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -225628.890625 Penalty: 2723.200928
	Iteration 12Q: 3 clusters Score -225628.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -225670.937500 Penalty: 2723.200928
	Iteration 13Q: 3 clusters Score -225670.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -225714.390625 Penalty: 2723.200928
	Iteration 14Q: 3 clusters Score -225714.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -225747.906250 Penalty: 2723.200928
	Iteration 15Q: 3 clusters Score -225747.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -225783.062500 Penalty: 2723.200928
	Iteration 16Q: 3 clusters Score -225783.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -225821.796875 Penalty: 2723.200928
	Iteration 17Q: 3 clusters Score -225821.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -225855.250000 Penalty: 2723.200928
	Iteration 18Q: 3 clusters Score -225855.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -225891.109375 Penalty: 2723.200928
	Iteration 19Q: 3 clusters Score -225891.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -225941.171875 Penalty: 2723.200928
	Iteration 20F: 3 clusters Score -225941.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -225983.937500 Penalty: 2723.200928
	Iteration 21Q: 3 clusters Score -225983.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -226034.531250 Penalty: 2723.200928
	Iteration 22Q: 3 clusters Score -226034.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -226077.546875 Penalty: 2723.200928
	Iteration 23Q: 3 clusters Score -226077.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -226110.171875 Penalty: 2723.200928
	Iteration 24Q: 3 clusters Score -226110.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -226142.125000 Penalty: 2723.200928
	Iteration 25Q: 3 clusters Score -226142.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -226171.781250 Penalty: 2723.200928
	Iteration 26Q: 3 clusters Score -226171.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -226201.187500 Penalty: 2723.200928
	Iteration 27Q: 3 clusters Score -226201.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -226222.984375 Penalty: 2723.200928
	Iteration 28Q: 3 clusters Score -226223 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -226237.328125 Penalty: 2723.200928
	Iteration 29Q: 3 clusters Score -226237.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -226247.796875 Penalty: 2723.200928
	Iteration 30Q: 3 clusters Score -226247.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -226255.328125 Penalty: 2723.200928
	Iteration 31Q: 3 clusters Score -226255.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -226260.781250 Penalty: 2723.200928
	Iteration 32Q: 3 clusters Score -226260.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -226269.125000 Penalty: 2723.200928
	Iteration 33Q: 3 clusters Score -226269.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -226277.562500 Penalty: 2723.200928
	Iteration 34Q: 3 clusters Score -226277.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -226282.500000 Penalty: 2723.200928
	Iteration 35Q: 3 clusters Score -226282.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -226289.015625 Penalty: 2723.200928
	Iteration 36Q: 3 clusters Score -226289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -226300.984375 Penalty: 2723.200928
	Iteration 37Q: 3 clusters Score -226301 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -226309.109375 Penalty: 2723.200928
	Iteration 38Q: 3 clusters Score -226309.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -226317.531250 Penalty: 2723.200928
	Iteration 39Q: 3 clusters Score -226317.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -226322.796875 Penalty: 2723.200928
	Iteration 40F: 3 clusters Score -226322.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -226330.187500 Penalty: 2723.200928
	Iteration 41Q: 3 clusters Score -226330.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -226338.234375 Penalty: 2723.200928
	Iteration 42Q: 3 clusters Score -226338.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -226342.437500 Penalty: 2723.200928
	Iteration 43Q: 3 clusters Score -226342.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -226345.671875 Penalty: 2723.200928
	Iteration 44Q: 3 clusters Score -226345.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -226348.109375 Penalty: 2723.200928
	Iteration 45Q: 3 clusters Score -226348.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -226349.281250 Penalty: 2723.200928
	Iteration 46Q: 3 clusters Score -226349.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -226350.546875 Penalty: 2723.200928
	Iteration 47Q: 3 clusters Score -226350.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -226350.796875 Penalty: 2723.200928
	Iteration 48Q: 3 clusters Score -226350.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -226352.343750 Penalty: 2723.200928
	Iteration 49Q: 3 clusters Score -226352.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -226352.906250 Penalty: 2723.200928
	Iteration 50Q: 3 clusters Score -226352.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -226353.625000 Penalty: 2723.200928
	Iteration 51Q: 3 clusters Score -226353.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -226354.046875 Penalty: 2723.200928
	Iteration 52Q: 3 clusters Score -226354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -226355.171875 Penalty: 2723.200928
	Iteration 53Q: 3 clusters Score -226355.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -226356.843750 Penalty: 2723.200928
	Iteration 54Q: 3 clusters Score -226356.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -226358.343750 Penalty: 2723.200928
	Iteration 55Q: 3 clusters Score -226358.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -226360.125000 Penalty: 2723.200928
	Iteration 56Q: 3 clusters Score -226360.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -226360.750000 Penalty: 2723.200928
	Iteration 57Q: 3 clusters Score -226360.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -226362.140625 Penalty: 2723.200928
	Iteration 58Q: 3 clusters Score -226362.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -226364.031250 Penalty: 2723.200928
	Iteration 59Q: 3 clusters Score -226364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -226365.546875 Penalty: 2723.200928
	Iteration 60F: 3 clusters Score -226365.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -226365.781250 Penalty: 2723.200928
	Iteration 61Q: 3 clusters Score -226365.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -226367.421875 Penalty: 2723.200928
	Iteration 62Q: 3 clusters Score -226367.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -226369.609375 Penalty: 2723.200928
	Iteration 63Q: 3 clusters Score -226369.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -226371.750000 Penalty: 2723.200928
	Iteration 64Q: 3 clusters Score -226371.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -226374.031250 Penalty: 2723.200928
	Iteration 65Q: 3 clusters Score -226374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -226375.671875 Penalty: 2723.200928
	Iteration 66Q: 3 clusters Score -226375.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -226376.750000 Penalty: 2723.200928
	Iteration 67Q: 3 clusters Score -226376.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -226377.765625 Penalty: 2723.200928
	Iteration 68Q: 3 clusters Score -226377.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -226377.765625 Penalty: 2723.200928
	Iteration 69F: 3 clusters Score -226377.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Entering Unmasked Estep 
Score: -134113.125000 Penalty: 1291.727417
	Iteration 0F: 2 clusters Score -134113.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -131489.937500 Penalty: 2583.454834
	Iteration 0F: 3 clusters Score -131489.9 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -132160.375000 Penalty: 2583.454834
	Iteration 1F: 3 clusters Score -132160.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -132268.859375 Penalty: 2583.454834
	Iteration 2F: 3 clusters Score -132268.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -132334.218750 Penalty: 2583.454834
	Iteration 3Q: 3 clusters Score -132334.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -132374.515625 Penalty: 2583.454834
	Iteration 4Q: 3 clusters Score -132374.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -132409.218750 Penalty: 2583.454834
	Iteration 5Q: 3 clusters Score -132409.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -132436.531250 Penalty: 2583.454834
	Iteration 6Q: 3 clusters Score -132436.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -132460.078125 Penalty: 2583.454834
	Iteration 7Q: 3 clusters Score -132460.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -132476.500000 Penalty: 2583.454834
	Iteration 8Q: 3 clusters Score -132476.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -132490.500000 Penalty: 2583.454834
	Iteration 9Q: 3 clusters Score -132490.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -132503.156250 Penalty: 2583.454834
	Iteration 10Q: 3 clusters Score -132503.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -132516.281250 Penalty: 2583.454834
	Iteration 11Q: 3 clusters Score -132516.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -132533.000000 Penalty: 2583.454834
	Iteration 12Q: 3 clusters Score -132533 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -132546.953125 Penalty: 2583.454834
	Iteration 13Q: 3 clusters Score -132547 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -132564.968750 Penalty: 2583.454834
	Iteration 14Q: 3 clusters Score -132565 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -132581.578125 Penalty: 2583.454834
	Iteration 15Q: 3 clusters Score -132581.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -132599.640625 Penalty: 2583.454834
	Iteration 16Q: 3 clusters Score -132599.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -132625.703125 Penalty: 2583.454834
	Iteration 17Q: 3 clusters Score -132625.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -132649.968750 Penalty: 2583.454834
	Iteration 18Q: 3 clusters Score -132650 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -132665.046875 Penalty: 2583.454834
	Iteration 19Q: 3 clusters Score -132665 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -132678.484375 Penalty: 2583.454834
	Iteration 20F: 3 clusters Score -132678.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -132697.062500 Penalty: 2583.454834
	Iteration 21Q: 3 clusters Score -132697.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -132710.421875 Penalty: 2583.454834
	Iteration 22Q: 3 clusters Score -132710.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -132723.625000 Penalty: 2583.454834
	Iteration 23Q: 3 clusters Score -132723.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -132734.062500 Penalty: 2583.454834
	Iteration 24Q: 3 clusters Score -132734.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -132740.578125 Penalty: 2583.454834
	Iteration 25Q: 3 clusters Score -132740.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -132747.515625 Penalty: 2583.454834
	Iteration 26Q: 3 clusters Score -132747.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -132752.734375 Penalty: 2583.454834
	Iteration 27Q: 3 clusters Score -132752.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -132758.234375 Penalty: 2583.454834
	Iteration 28Q: 3 clusters Score -132758.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -132763.812500 Penalty: 2583.454834
	Iteration 29Q: 3 clusters Score -132763.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -132767.375000 Penalty: 2583.454834
	Iteration 30Q: 3 clusters Score -132767.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -132769.640625 Penalty: 2583.454834
	Iteration 31Q: 3 clusters Score -132769.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -132770.828125 Penalty: 2583.454834
	Iteration 32Q: 3 clusters Score -132770.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -132776.609375 Penalty: 2583.454834
	Iteration 33Q: 3 clusters Score -132776.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -132784.781250 Penalty: 2583.454834
	Iteration 34Q: 3 clusters Score -132784.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -132793.234375 Penalty: 2583.454834
	Iteration 35Q: 3 clusters Score -132793.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -132800.421875 Penalty: 2583.454834
	Iteration 36Q: 3 clusters Score -132800.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -132804.375000 Penalty: 2583.454834
	Iteration 37Q: 3 clusters Score -132804.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -132809.671875 Penalty: 2583.454834
	Iteration 38Q: 3 clusters Score -132809.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -132812.015625 Penalty: 2583.454834
	Iteration 39Q: 3 clusters Score -132812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -132813.281250 Penalty: 2583.454834
	Iteration 40F: 3 clusters Score -132813.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -132817.078125 Penalty: 2583.454834
	Iteration 41Q: 3 clusters Score -132817.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -132819.265625 Penalty: 2583.454834
	Iteration 42Q: 3 clusters Score -132819.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -132822.296875 Penalty: 2583.454834
	Iteration 43Q: 3 clusters Score -132822.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -132826.187500 Penalty: 2583.454834
	Iteration 44Q: 3 clusters Score -132826.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -132830.812500 Penalty: 2583.454834
	Iteration 45Q: 3 clusters Score -132830.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -132835.250000 Penalty: 2583.454834
	Iteration 46Q: 3 clusters Score -132835.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -132840.156250 Penalty: 2583.454834
	Iteration 47Q: 3 clusters Score -132840.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -132845.890625 Penalty: 2583.454834
	Iteration 48Q: 3 clusters Score -132845.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -132854.078125 Penalty: 2583.454834
	Iteration 49Q: 3 clusters Score -132854.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -132862.968750 Penalty: 2583.454834
	Iteration 50Q: 3 clusters Score -132863 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -132868.718750 Penalty: 2583.454834
	Iteration 51Q: 3 clusters Score -132868.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -132872.187500 Penalty: 2583.454834
	Iteration 52Q: 3 clusters Score -132872.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -132878.859375 Penalty: 2583.454834
	Iteration 53Q: 3 clusters Score -132878.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -132881.953125 Penalty: 2583.454834
	Iteration 54Q: 3 clusters Score -132882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -132883.390625 Penalty: 2583.454834
	Iteration 55Q: 3 clusters Score -132883.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -132885.390625 Penalty: 2583.454834
	Iteration 56Q: 3 clusters Score -132885.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -132886.968750 Penalty: 2583.454834
	Iteration 57Q: 3 clusters Score -132887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -132888.140625 Penalty: 2583.454834
	Iteration 58Q: 3 clusters Score -132888.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -132891.187500 Penalty: 2583.454834
	Iteration 59Q: 3 clusters Score -132891.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -132893.093750 Penalty: 2583.454834
	Iteration 60F: 3 clusters Score -132893.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -132897.234375 Penalty: 2583.454834
	Iteration 61Q: 3 clusters Score -132897.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -132899.656250 Penalty: 2583.454834
	Iteration 62Q: 3 clusters Score -132899.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -132902.312500 Penalty: 2583.454834
	Iteration 63Q: 3 clusters Score -132902.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -132905.093750 Penalty: 2583.454834
	Iteration 64Q: 3 clusters Score -132905.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -132907.750000 Penalty: 2583.454834
	Iteration 65Q: 3 clusters Score -132907.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -132909.906250 Penalty: 2583.454834
	Iteration 66Q: 3 clusters Score -132909.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -132912.609375 Penalty: 2583.454834
	Iteration 67Q: 3 clusters Score -132912.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -132916.812500 Penalty: 2583.454834
	Iteration 68Q: 3 clusters Score -132916.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -132919.375000 Penalty: 2583.454834
	Iteration 69Q: 3 clusters Score -132919.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -132920.687500 Penalty: 2583.454834
	Iteration 70Q: 3 clusters Score -132920.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -132921.937500 Penalty: 2583.454834
	Iteration 71Q: 3 clusters Score -132921.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -132922.312500 Penalty: 2583.454834
	Iteration 72Q: 3 clusters Score -132922.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -132923.234375 Penalty: 2583.454834
	Iteration 73Q: 3 clusters Score -132923.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -132925.406250 Penalty: 2583.454834
	Iteration 74Q: 3 clusters Score -132925.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -132928.234375 Penalty: 2583.454834
	Iteration 75Q: 3 clusters Score -132928.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -132932.781250 Penalty: 2583.454834
	Iteration 76Q: 3 clusters Score -132932.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -132938.500000 Penalty: 2583.454834
	Iteration 77Q: 3 clusters Score -132938.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -132949.265625 Penalty: 2583.454834
	Iteration 78Q: 3 clusters Score -132949.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -132960.546875 Penalty: 2583.454834
	Iteration 79Q: 3 clusters Score -132960.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -132967.046875 Penalty: 2583.454834
	Iteration 80F: 3 clusters Score -132967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -132973.734375 Penalty: 2583.454834
	Iteration 81Q: 3 clusters Score -132973.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -132978.171875 Penalty: 2583.454834
	Iteration 82Q: 3 clusters Score -132978.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -132984.921875 Penalty: 2583.454834
	Iteration 83Q: 3 clusters Score -132984.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -132991.703125 Penalty: 2583.454834
	Iteration 84Q: 3 clusters Score -132991.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -132998.031250 Penalty: 2583.454834
	Iteration 85Q: 3 clusters Score -132998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -133004.906250 Penalty: 2583.454834
	Iteration 86Q: 3 clusters Score -133004.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -133012.046875 Penalty: 2583.454834
	Iteration 87Q: 3 clusters Score -133012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -133019.593750 Penalty: 2583.454834
	Iteration 88Q: 3 clusters Score -133019.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -133029.203125 Penalty: 2583.454834
	Iteration 89Q: 3 clusters Score -133029.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -133038.390625 Penalty: 2583.454834
	Iteration 90Q: 3 clusters Score -133038.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -133048.484375 Penalty: 2583.454834
	Iteration 91Q: 3 clusters Score -133048.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -133056.156250 Penalty: 2583.454834
	Iteration 92Q: 3 clusters Score -133056.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -133063.234375 Penalty: 2583.454834
	Iteration 93Q: 3 clusters Score -133063.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -133068.859375 Penalty: 2583.454834
	Iteration 94Q: 3 clusters Score -133068.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -133075.140625 Penalty: 2583.454834
	Iteration 95Q: 3 clusters Score -133075.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -133081.625000 Penalty: 2583.454834
	Iteration 96Q: 3 clusters Score -133081.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -133088.421875 Penalty: 2583.454834
	Iteration 97Q: 3 clusters Score -133088.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -133094.296875 Penalty: 2583.454834
	Iteration 98Q: 3 clusters Score -133094.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -133096.484375 Penalty: 2583.454834
	Iteration 99Q: 3 clusters Score -133096.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -133102.687500 Penalty: 2583.454834
	Iteration 100F: 3 clusters Score -133102.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -133110.484375 Penalty: 2583.454834
	Iteration 101Q: 3 clusters Score -133110.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -133123.718750 Penalty: 2583.454834
	Iteration 102Q: 3 clusters Score -133123.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -133129.984375 Penalty: 2583.454834
	Iteration 103Q: 3 clusters Score -133130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -133131.843750 Penalty: 2583.454834
	Iteration 104Q: 3 clusters Score -133131.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -133132.093750 Penalty: 2583.454834
	Iteration 105Q: 3 clusters Score -133132.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -133132.828125 Penalty: 2583.454834
	Iteration 106Q: 3 clusters Score -133132.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -133133.359375 Penalty: 2583.454834
	Iteration 107Q: 3 clusters Score -133133.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -133134.031250 Penalty: 2583.454834
	Iteration 108Q: 3 clusters Score -133134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -133134.906250 Penalty: 2583.454834
	Iteration 109Q: 3 clusters Score -133134.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -133135.250000 Penalty: 2583.454834
	Iteration 110Q: 3 clusters Score -133135.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -133135.953125 Penalty: 2583.454834
	Iteration 111Q: 3 clusters Score -133136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -133135.953125 Penalty: 2583.454834
	Iteration 112F: 3 clusters Score -133136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (194196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194196 members 
Entering Unmasked Estep 
Score: -10186496.000000 Penalty: 1978.701294
	Iteration 0F: 2 clusters Score -1.01865e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96818 members 
Mstep: Class 2 contains 97378 members 
Entering Unmasked Estep 
Score: -10055564.000000 Penalty: 3957.402588
	Iteration 0F: 3 clusters Score -1.005556e+07 nChanged 94371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88653 members 
Mstep: Class 2 contains 105543 members 
Entering Unmasked Estep 
Score: -10112401.000000 Penalty: 3957.402588
	Iteration 1F: 3 clusters Score -1.01124e+07 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83189 members 
Mstep: Class 2 contains 111007 members 
Entering Unmasked Estep 
Score: -10114820.000000 Penalty: 3957.402588
	Iteration 2Q: 3 clusters Score -1.011482e+07 nChanged 9643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74920 members 
Mstep: Class 2 contains 119276 members 
Entering Unmasked Estep 
Score: -10119174.000000 Penalty: 3957.402588
	Iteration 3Q: 3 clusters Score -1.011917e+07 nChanged 12890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62938 members 
Mstep: Class 2 contains 131258 members 
Entering Unmasked Estep 
Score: -10127058.000000 Penalty: 3957.402588
	Iteration 4F: 3 clusters Score -1.012706e+07 nChanged 15646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47784 members 
Mstep: Class 2 contains 146412 members 
Entering Unmasked Estep 
Score: -10139358.000000 Penalty: 3957.402588
	Iteration 5F: 3 clusters Score -1.013936e+07 nChanged 16827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 163065 members 
Entering Unmasked Estep 
Score: -10154862.000000 Penalty: 3957.402588
	Iteration 6F: 3 clusters Score -1.015486e+07 nChanged 14573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 177588 members 
Entering Unmasked Estep 
Score: -10169125.000000 Penalty: 3957.402588
	Iteration 7F: 3 clusters Score -1.016912e+07 nChanged 9446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 187028 members 
Entering Unmasked Estep 
Score: -10178341.000000 Penalty: 3957.402588
	Iteration 8Q: 3 clusters Score -1.017834e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 191573 members 
Entering Unmasked Estep 
Score: -10182616.000000 Penalty: 3957.402588
	Iteration 9Q: 3 clusters Score -1.018262e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 193249 members 
Entering Unmasked Estep 
Score: -10184013.000000 Penalty: 3957.402588
	Iteration 10Q: 3 clusters Score -1.018401e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 193764 members 
Entering Unmasked Estep 
Score: -10184454.000000 Penalty: 3957.402588
	Iteration 11Q: 3 clusters Score -1.018445e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 193907 members 
Entering Unmasked Estep 
Score: -10184613.000000 Penalty: 3957.402588
	Iteration 12Q: 3 clusters Score -1.018461e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 193947 members 
Entering Unmasked Estep 
Score: -10184675.000000 Penalty: 3957.402588
	Iteration 13Q: 3 clusters Score -1.018468e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 193968 members 
Entering Unmasked Estep 
Score: -10184689.000000 Penalty: 3957.402588
	Iteration 14Q: 3 clusters Score -1.018469e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 193978 members 
Entering Unmasked Estep 
Score: -10184722.000000 Penalty: 3957.402588
	Iteration 15Q: 3 clusters Score -1.018472e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 193994 members 
Entering Unmasked Estep 
Score: -10184738.000000 Penalty: 3957.402588
	Iteration 16Q: 3 clusters Score -1.018474e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 193999 members 
Entering Unmasked Estep 
Score: -10184750.000000 Penalty: 3957.402588
	Iteration 17Q: 3 clusters Score -1.018475e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 194001 members 
Entering Unmasked Estep 
Score: -10184756.000000 Penalty: 3957.402588
	Iteration 18Q: 3 clusters Score -1.018476e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 194003 members 
Entering Unmasked Estep 
Score: -10184755.000000 Penalty: 3957.402588
	Iteration 19Q: 3 clusters Score -1.018476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 194003 members 
Entering Unmasked Estep 
Score: -10184754.000000 Penalty: 3957.402588
	Iteration 20F: 3 clusters Score -1.018475e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 194004 members 
Entering Unmasked Estep 
Score: -10184758.000000 Penalty: 3957.402588
	Iteration 21Q: 3 clusters Score -1.018476e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 194004 members 
Entering Unmasked Estep 
Score: -10184758.000000 Penalty: 3957.402588
	Iteration 22F: 3 clusters Score -1.018476e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (212441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212441 members 
Entering Unmasked Estep 
Score: -10637810.000000 Penalty: 1993.293213
	Iteration 0F: 2 clusters Score -1.063781e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106393 members 
Mstep: Class 2 contains 106048 members 
Entering Unmasked Estep 
Score: -10494660.000000 Penalty: 3986.586426
	Iteration 0F: 3 clusters Score -1.049466e+07 nChanged 102874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113917 members 
Mstep: Class 2 contains 98524 members 
Entering Unmasked Estep 
Score: -10557480.000000 Penalty: 3986.586426
	Iteration 1F: 3 clusters Score -1.055748e+07 nChanged 9420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118599 members 
Mstep: Class 2 contains 93842 members 
Entering Unmasked Estep 
Score: -10561527.000000 Penalty: 3986.586426
	Iteration 2Q: 3 clusters Score -1.056153e+07 nChanged 12228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125523 members 
Mstep: Class 2 contains 86918 members 
Entering Unmasked Estep 
Score: -10568462.000000 Penalty: 3986.586426
	Iteration 3F: 3 clusters Score -1.056846e+07 nChanged 15749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135292 members 
Mstep: Class 2 contains 77149 members 
Entering Unmasked Estep 
Score: -10579858.000000 Penalty: 3986.586426
	Iteration 4F: 3 clusters Score -1.057986e+07 nChanged 17693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147237 members 
Mstep: Class 2 contains 65204 members 
Entering Unmasked Estep 
Score: -10595380.000000 Penalty: 3986.586426
	Iteration 5F: 3 clusters Score -1.059538e+07 nChanged 16166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158377 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -10611246.000000 Penalty: 3986.586426
	Iteration 6F: 3 clusters Score -1.061125e+07 nChanged 11827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165888 members 
Mstep: Class 2 contains 46553 members 
Entering Unmasked Estep 
Score: -10623371.000000 Penalty: 3986.586426
	Iteration 7F: 3 clusters Score -1.062337e+07 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170140 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -10629613.000000 Penalty: 3986.586426
	Iteration 8Q: 3 clusters Score -1.062961e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173058 members 
Mstep: Class 2 contains 39383 members 
Entering Unmasked Estep 
Score: -10631950.000000 Penalty: 3986.586426
	Iteration 9Q: 3 clusters Score -1.063195e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175533 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -10633280.000000 Penalty: 3986.586426
	Iteration 10Q: 3 clusters Score -1.063328e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177704 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -10634091.000000 Penalty: 3986.586426
	Iteration 11Q: 3 clusters Score -1.063409e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179542 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -10634699.000000 Penalty: 3986.586426
	Iteration 12Q: 3 clusters Score -1.06347e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181175 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -10635193.000000 Penalty: 3986.586426
	Iteration 13Q: 3 clusters Score -1.063519e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182638 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -10635651.000000 Penalty: 3986.586426
	Iteration 14Q: 3 clusters Score -1.063565e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183919 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -10635964.000000 Penalty: 3986.586426
	Iteration 15Q: 3 clusters Score -1.063596e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185063 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -10636158.000000 Penalty: 3986.586426
	Iteration 16Q: 3 clusters Score -1.063616e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186132 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -10636421.000000 Penalty: 3986.586426
	Iteration 17Q: 3 clusters Score -1.063642e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187089 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -10636624.000000 Penalty: 3986.586426
	Iteration 18Q: 3 clusters Score -1.063662e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187998 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -10636725.000000 Penalty: 3986.586426
	Iteration 19Q: 3 clusters Score -1.063672e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188831 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -10636910.000000 Penalty: 3986.586426
	Iteration 20F: 3 clusters Score -1.063691e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189632 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -10637069.000000 Penalty: 3986.586426
	Iteration 21Q: 3 clusters Score -1.063707e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190377 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -10637239.000000 Penalty: 3986.586426
	Iteration 22Q: 3 clusters Score -1.063724e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191065 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -10637312.000000 Penalty: 3986.586426
	Iteration 23Q: 3 clusters Score -1.063731e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191711 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -10637451.000000 Penalty: 3986.586426
	Iteration 24Q: 3 clusters Score -1.063745e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192312 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -10637577.000000 Penalty: 3986.586426
	Iteration 25Q: 3 clusters Score -1.063758e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192864 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -10637607.000000 Penalty: 3986.586426
	Iteration 26Q: 3 clusters Score -1.063761e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193329 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -10637695.000000 Penalty: 3986.586426
	Iteration 27Q: 3 clusters Score -1.06377e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193787 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -10637767.000000 Penalty: 3986.586426
	Iteration 28Q: 3 clusters Score -1.063777e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194214 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -10637840.000000 Penalty: 3986.586426
	Iteration 29Q: 3 clusters Score -1.063784e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194612 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -10637882.000000 Penalty: 3986.586426
	Iteration 30Q: 3 clusters Score -1.063788e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194985 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -10637933.000000 Penalty: 3986.586426
	Iteration 31Q: 3 clusters Score -1.063793e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195354 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -10637979.000000 Penalty: 3986.586426
	Iteration 32Q: 3 clusters Score -1.063798e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195651 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -10638013.000000 Penalty: 3986.586426
	Iteration 33Q: 3 clusters Score -1.063801e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195867 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -10638068.000000 Penalty: 3986.586426
	Iteration 34Q: 3 clusters Score -1.063807e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196092 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -10638098.000000 Penalty: 3986.586426
	Iteration 35Q: 3 clusters Score -1.06381e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196302 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -10638123.000000 Penalty: 3986.586426
	Iteration 36Q: 3 clusters Score -1.063812e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196481 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -10638131.000000 Penalty: 3986.586426
	Iteration 37Q: 3 clusters Score -1.063813e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196664 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -10638153.000000 Penalty: 3986.586426
	Iteration 38Q: 3 clusters Score -1.063815e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196867 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -10638187.000000 Penalty: 3986.586426
	Iteration 39Q: 3 clusters Score -1.063819e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197060 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -10638230.000000 Penalty: 3986.586426
	Iteration 40F: 3 clusters Score -1.063823e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197230 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -10638237.000000 Penalty: 3986.586426
	Iteration 41Q: 3 clusters Score -1.063824e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197362 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -10638233.000000 Penalty: 3986.586426
	Iteration 42Q: 3 clusters Score -1.063823e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197509 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -10638242.000000 Penalty: 3986.586426
	Iteration 43Q: 3 clusters Score -1.063824e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197658 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -10638228.000000 Penalty: 3986.586426
	Iteration 44Q: 3 clusters Score -1.063823e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197779 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -10638249.000000 Penalty: 3986.586426
	Iteration 45Q: 3 clusters Score -1.063825e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197898 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -10638272.000000 Penalty: 3986.586426
	Iteration 46Q: 3 clusters Score -1.063827e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198002 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -10638258.000000 Penalty: 3986.586426
	Iteration 47Q: 3 clusters Score -1.063826e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198084 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -10638278.000000 Penalty: 3986.586426
	Iteration 48Q: 3 clusters Score -1.063828e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198155 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -10638292.000000 Penalty: 3986.586426
	Iteration 49Q: 3 clusters Score -1.063829e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198224 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -10638275.000000 Penalty: 3986.586426
	Iteration 50Q: 3 clusters Score -1.063828e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198293 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -10638274.000000 Penalty: 3986.586426
	Iteration 51Q: 3 clusters Score -1.063827e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198348 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -10638269.000000 Penalty: 3986.586426
	Iteration 52Q: 3 clusters Score -1.063827e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198393 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -10638289.000000 Penalty: 3986.586426
	Iteration 53Q: 3 clusters Score -1.063829e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198430 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -10638288.000000 Penalty: 3986.586426
	Iteration 54Q: 3 clusters Score -1.063829e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198460 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -10638281.000000 Penalty: 3986.586426
	Iteration 55Q: 3 clusters Score -1.063828e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198487 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -10638278.000000 Penalty: 3986.586426
	Iteration 56Q: 3 clusters Score -1.063828e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198519 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -10638277.000000 Penalty: 3986.586426
	Iteration 57Q: 3 clusters Score -1.063828e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198549 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -10638286.000000 Penalty: 3986.586426
	Iteration 58Q: 3 clusters Score -1.063829e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198579 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -10638284.000000 Penalty: 3986.586426
	Iteration 59Q: 3 clusters Score -1.063828e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198609 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -10638285.000000 Penalty: 3986.586426
	Iteration 60F: 3 clusters Score -1.063828e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198633 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -10638280.000000 Penalty: 3986.586426
	Iteration 61Q: 3 clusters Score -1.063828e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198656 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -10638294.000000 Penalty: 3986.586426
	Iteration 62Q: 3 clusters Score -1.063829e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198669 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -10638293.000000 Penalty: 3986.586426
	Iteration 63Q: 3 clusters Score -1.063829e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198676 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -10638291.000000 Penalty: 3986.586426
	Iteration 64Q: 3 clusters Score -1.063829e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198686 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -10638287.000000 Penalty: 3986.586426
	Iteration 65Q: 3 clusters Score -1.063829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198695 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -10638291.000000 Penalty: 3986.586426
	Iteration 66Q: 3 clusters Score -1.063829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198704 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -10638278.000000 Penalty: 3986.586426
	Iteration 67Q: 3 clusters Score -1.063828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198707 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -10638289.000000 Penalty: 3986.586426
	Iteration 68Q: 3 clusters Score -1.063829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198709 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -10638293.000000 Penalty: 3986.586426
	Iteration 69Q: 3 clusters Score -1.063829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198711 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -10638280.000000 Penalty: 3986.586426
	Iteration 70Q: 3 clusters Score -1.063828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198713 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -10638289.000000 Penalty: 3986.586426
	Iteration 71Q: 3 clusters Score -1.063829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198716 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -10638298.000000 Penalty: 3986.586426
	Iteration 72Q: 3 clusters Score -1.06383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198724 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -10638288.000000 Penalty: 3986.586426
	Iteration 73Q: 3 clusters Score -1.063829e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198731 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -10638291.000000 Penalty: 3986.586426
	Iteration 74Q: 3 clusters Score -1.063829e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198738 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -10638289.000000 Penalty: 3986.586426
	Iteration 75Q: 3 clusters Score -1.063829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198743 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -10638304.000000 Penalty: 3986.586426
	Iteration 76Q: 3 clusters Score -1.06383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198746 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -10638302.000000 Penalty: 3986.586426
	Iteration 77Q: 3 clusters Score -1.06383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198747 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -10638299.000000 Penalty: 3986.586426
	Iteration 78Q: 3 clusters Score -1.06383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198747 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -10638297.000000 Penalty: 3986.586426
	Iteration 79Q: 3 clusters Score -1.06383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198749 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -10638303.000000 Penalty: 3986.586426
	Iteration 80F: 3 clusters Score -1.06383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198752 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -10638284.000000 Penalty: 3986.586426
	Iteration 81Q: 3 clusters Score -1.063828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198754 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -10638283.000000 Penalty: 3986.586426
	Iteration 82Q: 3 clusters Score -1.063828e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198754 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -10638283.000000 Penalty: 3986.586426
	Iteration 83F: 3 clusters Score -1.063828e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 9482 members 
Mstep: Class 3 contains 2366 members 
Mstep: Class 4 contains 13687 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 9 contains 2391 members 
Mstep: Class 10 contains 4355 members 
Mstep: Class 11 contains 2833 members 
Mstep: Class 13 contains 194196 members 
Mstep: Class 14 contains 198754 members 
Mstep: Class 15 contains 42522 members 
Mstep: Class 17 contains 44856 members 
Mstep: Class 18 contains 7976 members 
Mstep: Class 19 contains 35060 members 
Mstep: Class 20 contains 14392 members 
Mstep: Class 23 contains 1880 members 
Entering Unmasked Estep 
Score: -29080452.000000 Penalty: 36692.683594
Splitting cluster 14 changes total score from -29080366.000000 to -29080452.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 15 (42522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Entering Unmasked Estep 
Score: -2155562.500000 Penalty: 1731.888794
	Iteration 0F: 2 clusters Score -2155562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -2127022.250000 Penalty: 3463.777588
	Iteration 0F: 3 clusters Score -2127022 nChanged 19889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -2138185.750000 Penalty: 3463.777588
	Iteration 1F: 3 clusters Score -2138186 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -2138703.750000 Penalty: 3463.777588
	Iteration 2Q: 3 clusters Score -2138704 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -2139322.000000 Penalty: 3463.777588
	Iteration 3Q: 3 clusters Score -2139322 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -2140211.000000 Penalty: 3463.777588
	Iteration 4Q: 3 clusters Score -2140211 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -2141468.250000 Penalty: 3463.777588
	Iteration 5F: 3 clusters Score -2141468 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -2143204.750000 Penalty: 3463.777588
	Iteration 6F: 3 clusters Score -2143205 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -2145376.000000 Penalty: 3463.777588
	Iteration 7F: 3 clusters Score -2145376 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -2147801.500000 Penalty: 3463.777588
	Iteration 8F: 3 clusters Score -2147802 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -2150055.000000 Penalty: 3463.777588
	Iteration 9F: 3 clusters Score -2150055 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -2151870.000000 Penalty: 3463.777588
	Iteration 10Q: 3 clusters Score -2151870 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 41084 members 
Entering Unmasked Estep 
Score: -2152934.500000 Penalty: 3463.777588
	Iteration 11Q: 3 clusters Score -2152934 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -2153444.750000 Penalty: 3463.777588
	Iteration 12Q: 3 clusters Score -2153445 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -2153718.500000 Penalty: 3463.777588
	Iteration 13Q: 3 clusters Score -2153718 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -2153878.750000 Penalty: 3463.777588
	Iteration 14Q: 3 clusters Score -2153879 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -2153960.500000 Penalty: 3463.777588
	Iteration 15Q: 3 clusters Score -2153960 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
Score: -2154011.750000 Penalty: 3463.777588
	Iteration 16Q: 3 clusters Score -2154012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -2154038.750000 Penalty: 3463.777588
	Iteration 17Q: 3 clusters Score -2154039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -2154054.500000 Penalty: 3463.777588
	Iteration 18Q: 3 clusters Score -2154054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 42295 members 
Entering Unmasked Estep 
Score: -2154067.000000 Penalty: 3463.777588
	Iteration 19Q: 3 clusters Score -2154067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
Score: -2154077.500000 Penalty: 3463.777588
	Iteration 20F: 3 clusters Score -2154078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -2154078.250000 Penalty: 3463.777588
	Iteration 21Q: 3 clusters Score -2154078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -2154079.250000 Penalty: 3463.777588
	Iteration 22Q: 3 clusters Score -2154079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 42311 members 
Entering Unmasked Estep 
Score: -2154086.500000 Penalty: 3463.777588
	Iteration 23Q: 3 clusters Score -2154086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -2154093.000000 Penalty: 3463.777588
	Iteration 24Q: 3 clusters Score -2154093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -2154093.500000 Penalty: 3463.777588
	Iteration 25Q: 3 clusters Score -2154094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -2154093.250000 Penalty: 3463.777588
	Iteration 26Q: 3 clusters Score -2154093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 42311 members 
Entering Unmasked Estep 
Score: -2154094.250000 Penalty: 3463.777588
	Iteration 27Q: 3 clusters Score -2154094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 42311 members 
Entering Unmasked Estep 
Score: -2154094.250000 Penalty: 3463.777588
	Iteration 28F: 3 clusters Score -2154094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44856 members 
Entering Unmasked Estep 
Score: -2318779.250000 Penalty: 1740.572021
	Iteration 0F: 2 clusters Score -2318779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -2288972.000000 Penalty: 3481.144043
	Iteration 0F: 3 clusters Score -2288972 nChanged 20904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -2301018.500000 Penalty: 3481.144043
	Iteration 1F: 3 clusters Score -2301018 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -2301668.250000 Penalty: 3481.144043
	Iteration 2Q: 3 clusters Score -2301668 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -2302371.250000 Penalty: 3481.144043
	Iteration 3Q: 3 clusters Score -2302371 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -2303317.750000 Penalty: 3481.144043
	Iteration 4Q: 3 clusters Score -2303318 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -2304589.750000 Penalty: 3481.144043
	Iteration 5F: 3 clusters Score -2304590 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -2306291.500000 Penalty: 3481.144043
	Iteration 6F: 3 clusters Score -2306292 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -2308419.250000 Penalty: 3481.144043
	Iteration 7F: 3 clusters Score -2308419 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -2310430.500000 Penalty: 3481.144043
	Iteration 8F: 3 clusters Score -2310430 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -2311624.250000 Penalty: 3481.144043
	Iteration 9Q: 3 clusters Score -2311624 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -2312215.250000 Penalty: 3481.144043
	Iteration 10Q: 3 clusters Score -2312215 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -2312530.000000 Penalty: 3481.144043
	Iteration 11Q: 3 clusters Score -2312530 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -2312738.500000 Penalty: 3481.144043
	Iteration 12Q: 3 clusters Score -2312738 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -2312902.250000 Penalty: 3481.144043
	Iteration 13Q: 3 clusters Score -2312902 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -2313066.750000 Penalty: 3481.144043
	Iteration 14Q: 3 clusters Score -2313067 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -2313229.750000 Penalty: 3481.144043
	Iteration 15Q: 3 clusters Score -2313230 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -2313394.000000 Penalty: 3481.144043
	Iteration 16Q: 3 clusters Score -2313394 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -2313542.750000 Penalty: 3481.144043
	Iteration 17Q: 3 clusters Score -2313543 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -2313676.000000 Penalty: 3481.144043
	Iteration 18Q: 3 clusters Score -2313676 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -2313834.250000 Penalty: 3481.144043
	Iteration 19Q: 3 clusters Score -2313834 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -2314000.250000 Penalty: 3481.144043
	Iteration 20F: 3 clusters Score -2314000 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -2314201.250000 Penalty: 3481.144043
	Iteration 21Q: 3 clusters Score -2314201 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -2314464.500000 Penalty: 3481.144043
	Iteration 22Q: 3 clusters Score -2314464 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -2314717.000000 Penalty: 3481.144043
	Iteration 23Q: 3 clusters Score -2314717 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -2315009.000000 Penalty: 3481.144043
	Iteration 24Q: 3 clusters Score -2315009 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 39210 members 
Entering Unmasked Estep 
Score: -2315313.250000 Penalty: 3481.144043
	Iteration 25Q: 3 clusters Score -2315313 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -2315617.500000 Penalty: 3481.144043
	Iteration 26Q: 3 clusters Score -2315618 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -2315870.500000 Penalty: 3481.144043
	Iteration 27Q: 3 clusters Score -2315870 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -2316092.000000 Penalty: 3481.144043
	Iteration 28Q: 3 clusters Score -2316092 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 41084 members 
Entering Unmasked Estep 
Score: -2316268.750000 Penalty: 3481.144043
	Iteration 29Q: 3 clusters Score -2316269 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -2316411.250000 Penalty: 3481.144043
	Iteration 30Q: 3 clusters Score -2316411 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 41760 members 
Entering Unmasked Estep 
Score: -2316558.000000 Penalty: 3481.144043
	Iteration 31Q: 3 clusters Score -2316558 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 42049 members 
Entering Unmasked Estep 
Score: -2316668.000000 Penalty: 3481.144043
	Iteration 32Q: 3 clusters Score -2316668 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 42319 members 
Entering Unmasked Estep 
Score: -2316770.000000 Penalty: 3481.144043
	Iteration 33Q: 3 clusters Score -2316770 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -2316862.500000 Penalty: 3481.144043
	Iteration 34Q: 3 clusters Score -2316862 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 42730 members 
Entering Unmasked Estep 
Score: -2316922.000000 Penalty: 3481.144043
	Iteration 35Q: 3 clusters Score -2316922 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 42891 members 
Entering Unmasked Estep 
Score: -2316978.500000 Penalty: 3481.144043
	Iteration 36Q: 3 clusters Score -2316978 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -2317036.250000 Penalty: 3481.144043
	Iteration 37Q: 3 clusters Score -2317036 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -2317082.000000 Penalty: 3481.144043
	Iteration 38Q: 3 clusters Score -2317082 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 43273 members 
Entering Unmasked Estep 
Score: -2317113.500000 Penalty: 3481.144043
	Iteration 39Q: 3 clusters Score -2317114 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -2317147.750000 Penalty: 3481.144043
	Iteration 40F: 3 clusters Score -2317148 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -2317188.000000 Penalty: 3481.144043
	Iteration 41Q: 3 clusters Score -2317188 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -2317224.250000 Penalty: 3481.144043
	Iteration 42Q: 3 clusters Score -2317224 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -2317248.250000 Penalty: 3481.144043
	Iteration 43Q: 3 clusters Score -2317248 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -2317256.000000 Penalty: 3481.144043
	Iteration 44Q: 3 clusters Score -2317256 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -2317271.250000 Penalty: 3481.144043
	Iteration 45Q: 3 clusters Score -2317271 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -2317281.750000 Penalty: 3481.144043
	Iteration 46Q: 3 clusters Score -2317282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -2317289.000000 Penalty: 3481.144043
	Iteration 47Q: 3 clusters Score -2317289 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -2317301.000000 Penalty: 3481.144043
	Iteration 48Q: 3 clusters Score -2317301 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -2317306.000000 Penalty: 3481.144043
	Iteration 49Q: 3 clusters Score -2317306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
Score: -2317315.750000 Penalty: 3481.144043
	Iteration 50Q: 3 clusters Score -2317316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -2317319.750000 Penalty: 3481.144043
	Iteration 51Q: 3 clusters Score -2317320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -2317322.750000 Penalty: 3481.144043
	Iteration 52Q: 3 clusters Score -2317323 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 43901 members 
Entering Unmasked Estep 
Score: -2317326.500000 Penalty: 3481.144043
	Iteration 53Q: 3 clusters Score -2317326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
Score: -2317327.750000 Penalty: 3481.144043
	Iteration 54Q: 3 clusters Score -2317328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 43924 members 
Entering Unmasked Estep 
Score: -2317329.250000 Penalty: 3481.144043
	Iteration 55Q: 3 clusters Score -2317329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 43928 members 
Entering Unmasked Estep 
Score: -2317334.000000 Penalty: 3481.144043
	Iteration 56Q: 3 clusters Score -2317334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
Score: -2317331.500000 Penalty: 3481.144043
	Iteration 57Q: 3 clusters Score -2317332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -2317333.750000 Penalty: 3481.144043
	Iteration 58Q: 3 clusters Score -2317334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -2317333.750000 Penalty: 3481.144043
	Iteration 59F: 3 clusters Score -2317334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Entering Unmasked Estep 
Score: -437124.031250 Penalty: 1459.931152
	Iteration 0F: 2 clusters Score -437124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -431288.875000 Penalty: 2919.862305
	Iteration 0F: 3 clusters Score -431288.9 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -433151.625000 Penalty: 2919.862305
	Iteration 1F: 3 clusters Score -433151.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -433425.531250 Penalty: 2919.862305
	Iteration 2F: 3 clusters Score -433425.5 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -433693.968750 Penalty: 2919.862305
	Iteration 3F: 3 clusters Score -433694 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -433980.125000 Penalty: 2919.862305
	Iteration 4F: 3 clusters Score -433980.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -434255.781250 Penalty: 2919.862305
	Iteration 5F: 3 clusters Score -434255.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -434490.468750 Penalty: 2919.862305
	Iteration 6Q: 3 clusters Score -434490.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -434733.218750 Penalty: 2919.862305
	Iteration 7Q: 3 clusters Score -434733.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -434898.406250 Penalty: 2919.862305
	Iteration 8Q: 3 clusters Score -434898.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -435034.437500 Penalty: 2919.862305
	Iteration 9Q: 3 clusters Score -435034.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -435141.750000 Penalty: 2919.862305
	Iteration 10Q: 3 clusters Score -435141.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -435224.656250 Penalty: 2919.862305
	Iteration 11Q: 3 clusters Score -435224.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -435286.000000 Penalty: 2919.862305
	Iteration 12Q: 3 clusters Score -435286 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -435339.218750 Penalty: 2919.862305
	Iteration 13Q: 3 clusters Score -435339.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -435389.250000 Penalty: 2919.862305
	Iteration 14Q: 3 clusters Score -435389.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -435443.937500 Penalty: 2919.862305
	Iteration 15Q: 3 clusters Score -435443.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -435518.562500 Penalty: 2919.862305
	Iteration 16Q: 3 clusters Score -435518.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -435593.812500 Penalty: 2919.862305
	Iteration 17Q: 3 clusters Score -435593.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -435629.468750 Penalty: 2919.862305
	Iteration 18Q: 3 clusters Score -435629.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -435651.625000 Penalty: 2919.862305
	Iteration 19Q: 3 clusters Score -435651.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -435677.687500 Penalty: 2919.862305
	Iteration 20F: 3 clusters Score -435677.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -435696.437500 Penalty: 2919.862305
	Iteration 21Q: 3 clusters Score -435696.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -435707.531250 Penalty: 2919.862305
	Iteration 22Q: 3 clusters Score -435707.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -435718.562500 Penalty: 2919.862305
	Iteration 23Q: 3 clusters Score -435718.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -435730.375000 Penalty: 2919.862305
	Iteration 24Q: 3 clusters Score -435730.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -435738.250000 Penalty: 2919.862305
	Iteration 25Q: 3 clusters Score -435738.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -435743.656250 Penalty: 2919.862305
	Iteration 26Q: 3 clusters Score -435743.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -435748.250000 Penalty: 2919.862305
	Iteration 27Q: 3 clusters Score -435748.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -435750.000000 Penalty: 2919.862305
	Iteration 28Q: 3 clusters Score -435750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -435756.000000 Penalty: 2919.862305
	Iteration 29Q: 3 clusters Score -435756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -435760.468750 Penalty: 2919.862305
	Iteration 30Q: 3 clusters Score -435760.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -435767.156250 Penalty: 2919.862305
	Iteration 31Q: 3 clusters Score -435767.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -435771.250000 Penalty: 2919.862305
	Iteration 32Q: 3 clusters Score -435771.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -435775.250000 Penalty: 2919.862305
	Iteration 33Q: 3 clusters Score -435775.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -435777.031250 Penalty: 2919.862305
	Iteration 34Q: 3 clusters Score -435777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -435779.187500 Penalty: 2919.862305
	Iteration 35Q: 3 clusters Score -435779.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -435781.593750 Penalty: 2919.862305
	Iteration 36Q: 3 clusters Score -435781.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -435783.281250 Penalty: 2919.862305
	Iteration 37Q: 3 clusters Score -435783.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -435782.343750 Penalty: 2919.862305
	Iteration 38Q: 3 clusters Score -435782.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -435783.375000 Penalty: 2919.862305
	Iteration 39Q: 3 clusters Score -435783.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -435783.312500 Penalty: 2919.862305
	Iteration 40F: 3 clusters Score -435783.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (35060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Entering Unmasked Estep 
Score: -1858275.500000 Penalty: 1700.532593
	Iteration 0F: 2 clusters Score -1858276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -1834795.000000 Penalty: 3401.065186
	Iteration 0F: 3 clusters Score -1834795 nChanged 16282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -1843752.750000 Penalty: 3401.065186
	Iteration 1F: 3 clusters Score -1843753 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -1844149.125000 Penalty: 3401.065186
	Iteration 2Q: 3 clusters Score -1844149 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -1844582.250000 Penalty: 3401.065186
	Iteration 3Q: 3 clusters Score -1844582 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -1845086.625000 Penalty: 3401.065186
	Iteration 4Q: 3 clusters Score -1845087 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -1845829.875000 Penalty: 3401.065186
	Iteration 5Q: 3 clusters Score -1845830 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -1847039.000000 Penalty: 3401.065186
	Iteration 6F: 3 clusters Score -1847039 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -1848974.625000 Penalty: 3401.065186
	Iteration 7F: 3 clusters Score -1848975 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -1851388.500000 Penalty: 3401.065186
	Iteration 8F: 3 clusters Score -1851388 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -1853716.375000 Penalty: 3401.065186
	Iteration 9F: 3 clusters Score -1853716 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -1855363.500000 Penalty: 3401.065186
	Iteration 10Q: 3 clusters Score -1855364 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -1856199.500000 Penalty: 3401.065186
	Iteration 11Q: 3 clusters Score -1856200 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -1856537.875000 Penalty: 3401.065186
	Iteration 12Q: 3 clusters Score -1856538 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -1856650.125000 Penalty: 3401.065186
	Iteration 13Q: 3 clusters Score -1856650 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -1856711.000000 Penalty: 3401.065186
	Iteration 14Q: 3 clusters Score -1856711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -1856734.500000 Penalty: 3401.065186
	Iteration 15Q: 3 clusters Score -1856734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -1856753.375000 Penalty: 3401.065186
	Iteration 16Q: 3 clusters Score -1856753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -1856772.000000 Penalty: 3401.065186
	Iteration 17Q: 3 clusters Score -1856772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -1856788.625000 Penalty: 3401.065186
	Iteration 18Q: 3 clusters Score -1856789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -1856788.625000 Penalty: 3401.065186
	Iteration 19Q: 3 clusters Score -1856789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -1856790.875000 Penalty: 3401.065186
	Iteration 20F: 3 clusters Score -1856791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -1856793.875000 Penalty: 3401.065186
	Iteration 21Q: 3 clusters Score -1856794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -1856797.750000 Penalty: 3401.065186
	Iteration 22Q: 3 clusters Score -1856798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -1856797.750000 Penalty: 3401.065186
	Iteration 23F: 3 clusters Score -1856798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Entering Unmasked Estep 
Score: -713282.875000 Penalty: 1555.844482
	Iteration 0F: 2 clusters Score -713282.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -703262.937500 Penalty: 3111.688965
	Iteration 0F: 3 clusters Score -703262.9 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -706654.375000 Penalty: 3111.688965
	Iteration 1F: 3 clusters Score -706654.4 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -706922.437500 Penalty: 3111.688965
	Iteration 2F: 3 clusters Score -706922.4 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -707188.812500 Penalty: 3111.688965
	Iteration 3Q: 3 clusters Score -707188.8 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -707458.250000 Penalty: 3111.688965
	Iteration 4Q: 3 clusters Score -707458.2 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -707803.000000 Penalty: 3111.688965
	Iteration 5Q: 3 clusters Score -707803 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -708227.000000 Penalty: 3111.688965
	Iteration 6Q: 3 clusters Score -708227 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -708742.250000 Penalty: 3111.688965
	Iteration 7F: 3 clusters Score -708742.2 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -709355.937500 Penalty: 3111.688965
	Iteration 8F: 3 clusters Score -709355.9 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -710014.812500 Penalty: 3111.688965
	Iteration 9F: 3 clusters Score -710014.8 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -710623.750000 Penalty: 3111.688965
	Iteration 10F: 3 clusters Score -710623.8 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -711090.875000 Penalty: 3111.688965
	Iteration 11Q: 3 clusters Score -711090.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -711414.562500 Penalty: 3111.688965
	Iteration 12Q: 3 clusters Score -711414.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -711604.562500 Penalty: 3111.688965
	Iteration 13Q: 3 clusters Score -711604.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -711751.312500 Penalty: 3111.688965
	Iteration 14Q: 3 clusters Score -711751.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -711824.250000 Penalty: 3111.688965
	Iteration 15Q: 3 clusters Score -711824.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -711878.125000 Penalty: 3111.688965
	Iteration 16Q: 3 clusters Score -711878.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -711900.125000 Penalty: 3111.688965
	Iteration 17Q: 3 clusters Score -711900.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -711915.625000 Penalty: 3111.688965
	Iteration 18Q: 3 clusters Score -711915.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -711925.562500 Penalty: 3111.688965
	Iteration 19Q: 3 clusters Score -711925.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -711931.250000 Penalty: 3111.688965
	Iteration 20F: 3 clusters Score -711931.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -711935.500000 Penalty: 3111.688965
	Iteration 21Q: 3 clusters Score -711935.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -711936.500000 Penalty: 3111.688965
	Iteration 22Q: 3 clusters Score -711936.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -711937.312500 Penalty: 3111.688965
	Iteration 23Q: 3 clusters Score -711937.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -711938.562500 Penalty: 3111.688965
	Iteration 24Q: 3 clusters Score -711938.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -711939.625000 Penalty: 3111.688965
	Iteration 25Q: 3 clusters Score -711939.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -711940.312500 Penalty: 3111.688965
	Iteration 26Q: 3 clusters Score -711940.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -711940.312500 Penalty: 3111.688965
	Iteration 27F: 3 clusters Score -711940.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Entering Unmasked Estep 
Score: -80418.468750 Penalty: 1225.091919
	Iteration 0F: 2 clusters Score -80418.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -78407.273438 Penalty: 2450.183838
	Iteration 0F: 3 clusters Score -78407.27 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -78843.140625 Penalty: 2450.183838
	Iteration 1F: 3 clusters Score -78843.14 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -78993.765625 Penalty: 2450.183838
	Iteration 2F: 3 clusters Score -78993.77 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -79080.156250 Penalty: 2450.183838
	Iteration 3F: 3 clusters Score -79080.16 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -79126.125000 Penalty: 2450.183838
	Iteration 4Q: 3 clusters Score -79126.12 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -79156.671875 Penalty: 2450.183838
	Iteration 5Q: 3 clusters Score -79156.67 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -79183.117188 Penalty: 2450.183838
	Iteration 6Q: 3 clusters Score -79183.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -79203.179688 Penalty: 2450.183838
	Iteration 7Q: 3 clusters Score -79203.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -79214.617188 Penalty: 2450.183838
	Iteration 8Q: 3 clusters Score -79214.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -79228.359375 Penalty: 2450.183838
	Iteration 9Q: 3 clusters Score -79228.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -79242.914062 Penalty: 2450.183838
	Iteration 10Q: 3 clusters Score -79242.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -79253.789062 Penalty: 2450.183838
	Iteration 11Q: 3 clusters Score -79253.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -79262.593750 Penalty: 2450.183838
	Iteration 12Q: 3 clusters Score -79262.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -79276.593750 Penalty: 2450.183838
	Iteration 13Q: 3 clusters Score -79276.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -79287.085938 Penalty: 2450.183838
	Iteration 14Q: 3 clusters Score -79287.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -79300.921875 Penalty: 2450.183838
	Iteration 15Q: 3 clusters Score -79300.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -79313.156250 Penalty: 2450.183838
	Iteration 16Q: 3 clusters Score -79313.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -79322.406250 Penalty: 2450.183838
	Iteration 17Q: 3 clusters Score -79322.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -79330.203125 Penalty: 2450.183838
	Iteration 18Q: 3 clusters Score -79330.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -79338.937500 Penalty: 2450.183838
	Iteration 19Q: 3 clusters Score -79338.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -79349.921875 Penalty: 2450.183838
	Iteration 20F: 3 clusters Score -79349.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -79360.945312 Penalty: 2450.183838
	Iteration 21Q: 3 clusters Score -79360.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -79369.257812 Penalty: 2450.183838
	Iteration 22Q: 3 clusters Score -79369.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -79379.781250 Penalty: 2450.183838
	Iteration 23Q: 3 clusters Score -79379.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -79385.289062 Penalty: 2450.183838
	Iteration 24Q: 3 clusters Score -79385.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -79390.484375 Penalty: 2450.183838
	Iteration 25Q: 3 clusters Score -79390.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -79396.414062 Penalty: 2450.183838
	Iteration 26Q: 3 clusters Score -79396.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -79401.609375 Penalty: 2450.183838
	Iteration 27Q: 3 clusters Score -79401.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -79408.312500 Penalty: 2450.183838
	Iteration 28Q: 3 clusters Score -79408.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -79418.031250 Penalty: 2450.183838
	Iteration 29Q: 3 clusters Score -79418.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -79427.226562 Penalty: 2450.183838
	Iteration 30Q: 3 clusters Score -79427.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -79428.875000 Penalty: 2450.183838
	Iteration 31Q: 3 clusters Score -79428.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -79431.445312 Penalty: 2450.183838
	Iteration 32Q: 3 clusters Score -79431.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -79432.664062 Penalty: 2450.183838
	Iteration 33Q: 3 clusters Score -79432.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -79433.203125 Penalty: 2450.183838
	Iteration 34Q: 3 clusters Score -79433.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -79433.671875 Penalty: 2450.183838
	Iteration 35Q: 3 clusters Score -79433.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -79433.671875 Penalty: 2450.183838
	Iteration 36F: 3 clusters Score -79433.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 9482 members 
Mstep: Class 3 contains 2366 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 9 contains 2391 members 
Mstep: Class 10 contains 4355 members 
Mstep: Class 11 contains 2833 members 
Mstep: Class 13 contains 194196 members 
Mstep: Class 14 contains 198754 members 
Mstep: Class 15 contains 42522 members 
Mstep: Class 17 contains 44856 members 
Mstep: Class 18 contains 7976 members 
Mstep: Class 19 contains 35060 members 
Mstep: Class 20 contains 14392 members 
Mstep: Class 23 contains 1880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29080908.000000 Penalty: 36692.683594
Iteration 79Q: 18 clusters Score -2.908091e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 9481 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 13679 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 7 contains 8912 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 4078 members 
Mstep: Class 11 contains 2827 members 
Mstep: Class 13 contains 194055 members 
Mstep: Class 14 contains 200146 members 
Mstep: Class 15 contains 42456 members 
Mstep: Class 17 contains 44644 members 
Mstep: Class 18 contains 7978 members 
Mstep: Class 19 contains 34900 members 
Mstep: Class 20 contains 14097 members 
Mstep: Class 23 contains 1893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29081300.000000 Penalty: 36692.683594
Iteration 80F: 18 clusters Score -2.90813e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 9476 members 
Mstep: Class 3 contains 2377 members 
Mstep: Class 4 contains 13777 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 7 contains 8820 members 
Mstep: Class 9 contains 2198 members 
Mstep: Class 10 contains 3842 members 
Mstep: Class 11 contains 2830 members 
Mstep: Class 13 contains 193918 members 
Mstep: Class 14 contains 201207 members 
Mstep: Class 15 contains 42389 members 
Mstep: Class 17 contains 44445 members 
Mstep: Class 18 contains 7981 members 
Mstep: Class 19 contains 34745 members 
Mstep: Class 20 contains 13916 members 
Mstep: Class 23 contains 1896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29081546.000000 Penalty: 36692.683594
Iteration 81Q: 18 clusters Score -2.908155e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 9473 members 
Mstep: Class 3 contains 2380 members 
Mstep: Class 4 contains 13900 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 7 contains 8739 members 
Mstep: Class 9 contains 2114 members 
Mstep: Class 10 contains 3634 members 
Mstep: Class 11 contains 2829 members 
Mstep: Class 13 contains 193813 members 
Mstep: Class 14 contains 202066 members 
Mstep: Class 15 contains 42329 members 
Mstep: Class 17 contains 44263 members 
Mstep: Class 18 contains 7980 members 
Mstep: Class 19 contains 34623 members 
Mstep: Class 20 contains 13787 members 
Mstep: Class 23 contains 1900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29081706.000000 Penalty: 36692.683594
Iteration 82Q: 18 clusters Score -2.908171e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 9472 members 
Mstep: Class 3 contains 2381 members 
Mstep: Class 4 contains 14027 members 
Mstep: Class 5 contains 1221 members 
Mstep: Class 7 contains 8687 members 
Mstep: Class 9 contains 2041 members 
Mstep: Class 10 contains 3436 members 
Mstep: Class 11 contains 2833 members 
Mstep: Class 13 contains 193703 members 
Mstep: Class 14 contains 202762 members 
Mstep: Class 15 contains 42290 members 
Mstep: Class 17 contains 44112 members 
Mstep: Class 18 contains 7979 members 
Mstep: Class 19 contains 34515 members 
Mstep: Class 20 contains 13702 members 
Mstep: Class 23 contains 1898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29081820.000000 Penalty: 36692.683594
Iteration 83Q: 18 clusters Score -2.908182e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 9470 members 
Mstep: Class 3 contains 2386 members 
Mstep: Class 4 contains 14168 members 
Mstep: Class 5 contains 1224 members 
Mstep: Class 7 contains 8643 members 
Mstep: Class 9 contains 1983 members 
Mstep: Class 10 contains 3256 members 
Mstep: Class 11 contains 2832 members 
Mstep: Class 13 contains 193609 members 
Mstep: Class 14 contains 203304 members 
Mstep: Class 15 contains 42259 members 
Mstep: Class 17 contains 43998 members 
Mstep: Class 18 contains 7977 members 
Mstep: Class 19 contains 34413 members 
Mstep: Class 20 contains 13647 members 
Mstep: Class 23 contains 1897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29081776.000000 Penalty: 36692.683594
Iteration 84Q: 18 clusters Score -2.908178e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 9470 members 
Mstep: Class 3 contains 2387 members 
Mstep: Class 4 contains 14294 members 
Mstep: Class 5 contains 1225 members 
Mstep: Class 7 contains 8610 members 
Mstep: Class 9 contains 1925 members 
Mstep: Class 10 contains 3087 members 
Mstep: Class 11 contains 2828 members 
Mstep: Class 13 contains 193528 members 
Mstep: Class 14 contains 203776 members 
Mstep: Class 15 contains 42231 members 
Mstep: Class 17 contains 43904 members 
Mstep: Class 18 contains 7982 members 
Mstep: Class 19 contains 34327 members 
Mstep: Class 20 contains 13605 members 
Mstep: Class 23 contains 1896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29081898.000000 Penalty: 36692.683594
Iteration 85Q: 18 clusters Score -2.90819e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 9470 members 
Mstep: Class 3 contains 2388 members 
Mstep: Class 4 contains 14426 members 
Mstep: Class 5 contains 1223 members 
Mstep: Class 7 contains 8581 members 
Mstep: Class 9 contains 1874 members 
Mstep: Class 10 contains 2955 members 
Mstep: Class 11 contains 2831 members 
Mstep: Class 13 contains 193455 members 
Mstep: Class 14 contains 204164 members 
Mstep: Class 15 contains 42211 members 
Mstep: Class 17 contains 43828 members 
Mstep: Class 18 contains 7986 members 
Mstep: Class 19 contains 34225 members 
Mstep: Class 20 contains 13578 members 
Mstep: Class 23 contains 1896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082058.000000 Penalty: 36692.683594
Iteration 86Q: 18 clusters Score -2.908206e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 9470 members 
Mstep: Class 3 contains 2388 members 
Mstep: Class 4 contains 14555 members 
Mstep: Class 5 contains 1227 members 
Mstep: Class 7 contains 8562 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 2841 members 
Mstep: Class 11 contains 2828 members 
Mstep: Class 13 contains 193365 members 
Mstep: Class 14 contains 204513 members 
Mstep: Class 15 contains 42195 members 
Mstep: Class 17 contains 43752 members 
Mstep: Class 18 contains 7985 members 
Mstep: Class 19 contains 34131 members 
Mstep: Class 20 contains 13561 members 
Mstep: Class 23 contains 1897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082052.000000 Penalty: 36692.683594
Iteration 87Q: 18 clusters Score -2.908205e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 9471 members 
Mstep: Class 3 contains 2389 members 
Mstep: Class 4 contains 14674 members 
Mstep: Class 5 contains 1232 members 
Mstep: Class 7 contains 8542 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 2761 members 
Mstep: Class 11 contains 2830 members 
Mstep: Class 13 contains 193284 members 
Mstep: Class 14 contains 204791 members 
Mstep: Class 15 contains 42193 members 
Mstep: Class 17 contains 43686 members 
Mstep: Class 18 contains 7988 members 
Mstep: Class 19 contains 34044 members 
Mstep: Class 20 contains 13536 members 
Mstep: Class 23 contains 1895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082100.000000 Penalty: 36692.683594
Iteration 88Q: 18 clusters Score -2.90821e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 9468 members 
Mstep: Class 3 contains 2391 members 
Mstep: Class 4 contains 14795 members 
Mstep: Class 5 contains 1239 members 
Mstep: Class 7 contains 8534 members 
Mstep: Class 9 contains 1771 members 
Mstep: Class 10 contains 2708 members 
Mstep: Class 11 contains 2829 members 
Mstep: Class 13 contains 193200 members 
Mstep: Class 14 contains 205012 members 
Mstep: Class 15 contains 42192 members 
Mstep: Class 17 contains 43625 members 
Mstep: Class 18 contains 7990 members 
Mstep: Class 19 contains 33964 members 
Mstep: Class 20 contains 13512 members 
Mstep: Class 23 contains 1899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082048.000000 Penalty: 36692.683594
Iteration 89Q: 18 clusters Score -2.908205e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 9468 members 
Mstep: Class 3 contains 2393 members 
Mstep: Class 4 contains 14896 members 
Mstep: Class 5 contains 1241 members 
Mstep: Class 7 contains 8520 members 
Mstep: Class 9 contains 1745 members 
Mstep: Class 10 contains 2655 members 
Mstep: Class 11 contains 2834 members 
Mstep: Class 13 contains 193135 members 
Mstep: Class 14 contains 205242 members 
Mstep: Class 15 contains 42189 members 
Mstep: Class 17 contains 43559 members 
Mstep: Class 18 contains 7991 members 
Mstep: Class 19 contains 33881 members 
Mstep: Class 20 contains 13497 members 
Mstep: Class 23 contains 1898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082114.000000 Penalty: 36692.683594
Iteration 90Q: 18 clusters Score -2.908211e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 9469 members 
Mstep: Class 3 contains 2395 members 
Mstep: Class 4 contains 15004 members 
Mstep: Class 5 contains 1245 members 
Mstep: Class 7 contains 8509 members 
Mstep: Class 9 contains 1718 members 
Mstep: Class 10 contains 2604 members 
Mstep: Class 11 contains 2840 members 
Mstep: Class 13 contains 193065 members 
Mstep: Class 14 contains 205443 members 
Mstep: Class 15 contains 42185 members 
Mstep: Class 17 contains 43503 members 
Mstep: Class 18 contains 7990 members 
Mstep: Class 19 contains 33806 members 
Mstep: Class 20 contains 13476 members 
Mstep: Class 23 contains 1901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082100.000000 Penalty: 36692.683594
Iteration 91Q: 18 clusters Score -2.90821e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 9470 members 
Mstep: Class 3 contains 2399 members 
Mstep: Class 4 contains 15103 members 
Mstep: Class 5 contains 1245 members 
Mstep: Class 7 contains 8500 members 
Mstep: Class 9 contains 1697 members 
Mstep: Class 10 contains 2558 members 
Mstep: Class 11 contains 2843 members 
Mstep: Class 13 contains 192998 members 
Mstep: Class 14 contains 205620 members 
Mstep: Class 15 contains 42184 members 
Mstep: Class 17 contains 43465 members 
Mstep: Class 18 contains 7989 members 
Mstep: Class 19 contains 33724 members 
Mstep: Class 20 contains 13462 members 
Mstep: Class 23 contains 1906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082154.000000 Penalty: 36692.683594
Iteration 92Q: 18 clusters Score -2.908215e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 9472 members 
Mstep: Class 3 contains 2400 members 
Mstep: Class 4 contains 15193 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 7 contains 8493 members 
Mstep: Class 9 contains 1674 members 
Mstep: Class 10 contains 2507 members 
Mstep: Class 11 contains 2850 members 
Mstep: Class 13 contains 192952 members 
Mstep: Class 14 contains 205766 members 
Mstep: Class 15 contains 42182 members 
Mstep: Class 17 contains 43430 members 
Mstep: Class 18 contains 7989 members 
Mstep: Class 19 contains 33653 members 
Mstep: Class 20 contains 13457 members 
Mstep: Class 23 contains 1912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082186.000000 Penalty: 36692.683594
Iteration 93Q: 18 clusters Score -2.908219e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 9471 members 
Mstep: Class 3 contains 2404 members 
Mstep: Class 4 contains 15290 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 7 contains 8483 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 2472 members 
Mstep: Class 11 contains 2852 members 
Mstep: Class 13 contains 192897 members 
Mstep: Class 14 contains 205889 members 
Mstep: Class 15 contains 42179 members 
Mstep: Class 17 contains 43394 members 
Mstep: Class 18 contains 7990 members 
Mstep: Class 19 contains 33591 members 
Mstep: Class 20 contains 13450 members 
Mstep: Class 23 contains 1922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082190.000000 Penalty: 36692.683594
Iteration 94Q: 18 clusters Score -2.908219e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 9470 members 
Mstep: Class 3 contains 2406 members 
Mstep: Class 4 contains 15369 members 
Mstep: Class 5 contains 1244 members 
Mstep: Class 7 contains 8469 members 
Mstep: Class 9 contains 1646 members 
Mstep: Class 10 contains 2443 members 
Mstep: Class 11 contains 2852 members 
Mstep: Class 13 contains 192847 members 
Mstep: Class 14 contains 206009 members 
Mstep: Class 15 contains 42183 members 
Mstep: Class 17 contains 43361 members 
Mstep: Class 18 contains 7993 members 
Mstep: Class 19 contains 33537 members 
Mstep: Class 20 contains 13446 members 
Mstep: Class 23 contains 1927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082236.000000 Penalty: 36692.683594
Iteration 95Q: 18 clusters Score -2.908224e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 9472 members 
Mstep: Class 3 contains 2407 members 
Mstep: Class 4 contains 15449 members 
Mstep: Class 5 contains 1244 members 
Mstep: Class 7 contains 8444 members 
Mstep: Class 9 contains 1637 members 
Mstep: Class 10 contains 2418 members 
Mstep: Class 11 contains 2849 members 
Mstep: Class 13 contains 192813 members 
Mstep: Class 14 contains 206122 members 
Mstep: Class 15 contains 42181 members 
Mstep: Class 17 contains 43333 members 
Mstep: Class 18 contains 7996 members 
Mstep: Class 19 contains 33483 members 
Mstep: Class 20 contains 13447 members 
Mstep: Class 23 contains 1927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082274.000000 Penalty: 36692.683594
Iteration 96Q: 18 clusters Score -2.908227e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 9473 members 
Mstep: Class 3 contains 2408 members 
Mstep: Class 4 contains 15528 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 7 contains 8431 members 
Mstep: Class 9 contains 1629 members 
Mstep: Class 10 contains 2394 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 13 contains 192769 members 
Mstep: Class 14 contains 206203 members 
Mstep: Class 15 contains 42179 members 
Mstep: Class 17 contains 43319 members 
Mstep: Class 18 contains 7997 members 
Mstep: Class 19 contains 33430 members 
Mstep: Class 20 contains 13445 members 
Mstep: Class 23 contains 1933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082376.000000 Penalty: 36692.683594
Iteration 97Q: 18 clusters Score -2.908238e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 9473 members 
Mstep: Class 3 contains 2408 members 
Mstep: Class 4 contains 15615 members 
Mstep: Class 5 contains 1242 members 
Mstep: Class 7 contains 8418 members 
Mstep: Class 9 contains 1625 members 
Mstep: Class 10 contains 2370 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 13 contains 192729 members 
Mstep: Class 14 contains 206270 members 
Mstep: Class 15 contains 42172 members 
Mstep: Class 17 contains 43309 members 
Mstep: Class 18 contains 7999 members 
Mstep: Class 19 contains 33370 members 
Mstep: Class 20 contains 13452 members 
Mstep: Class 23 contains 1940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082420.000000 Penalty: 36692.683594
Iteration 98Q: 18 clusters Score -2.908242e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 9476 members 
Mstep: Class 3 contains 2409 members 
Mstep: Class 4 contains 15686 members 
Mstep: Class 5 contains 1242 members 
Mstep: Class 7 contains 8412 members 
Mstep: Class 9 contains 1625 members 
Mstep: Class 10 contains 2343 members 
Mstep: Class 11 contains 2854 members 
Mstep: Class 13 contains 192695 members 
Mstep: Class 14 contains 206329 members 
Mstep: Class 15 contains 42170 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 7999 members 
Mstep: Class 19 contains 33317 members 
Mstep: Class 20 contains 13455 members 
Mstep: Class 23 contains 1948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082436.000000 Penalty: 36692.683594
Iteration 99Q: 18 clusters Score -2.908244e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 9475 members 
Mstep: Class 3 contains 2409 members 
Mstep: Class 4 contains 15762 members 
Mstep: Class 5 contains 1241 members 
Mstep: Class 7 contains 8406 members 
Mstep: Class 9 contains 1619 members 
Mstep: Class 10 contains 2321 members 
Mstep: Class 11 contains 2854 members 
Mstep: Class 13 contains 192659 members 
Mstep: Class 14 contains 206391 members 
Mstep: Class 15 contains 42174 members 
Mstep: Class 17 contains 43277 members 
Mstep: Class 18 contains 8002 members 
Mstep: Class 19 contains 33272 members 
Mstep: Class 20 contains 13448 members 
Mstep: Class 23 contains 1948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082452.000000 Penalty: 36692.683594
Iteration 100F: 18 clusters Score -2.908245e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 9474 members 
Mstep: Class 3 contains 2411 members 
Mstep: Class 4 contains 15844 members 
Mstep: Class 5 contains 1239 members 
Mstep: Class 7 contains 8406 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 2302 members 
Mstep: Class 11 contains 2853 members 
Mstep: Class 13 contains 192627 members 
Mstep: Class 14 contains 206427 members 
Mstep: Class 15 contains 42175 members 
Mstep: Class 17 contains 43262 members 
Mstep: Class 18 contains 8005 members 
Mstep: Class 19 contains 33230 members 
Mstep: Class 20 contains 13445 members 
Mstep: Class 23 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082460.000000 Penalty: 36692.683594
Iteration 101Q: 18 clusters Score -2.908246e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 9474 members 
Mstep: Class 3 contains 2412 members 
Mstep: Class 4 contains 15929 members 
Mstep: Class 5 contains 1238 members 
Mstep: Class 7 contains 8402 members 
Mstep: Class 9 contains 1607 members 
Mstep: Class 10 contains 2289 members 
Mstep: Class 11 contains 2851 members 
Mstep: Class 13 contains 192594 members 
Mstep: Class 14 contains 206442 members 
Mstep: Class 15 contains 42170 members 
Mstep: Class 17 contains 43247 members 
Mstep: Class 18 contains 8007 members 
Mstep: Class 19 contains 33207 members 
Mstep: Class 20 contains 13447 members 
Mstep: Class 23 contains 1951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29082478.000000 Penalty: 36692.683594
Iteration 102Q: 18 clusters Score -2.908248e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 9472 members 
Mstep: Class 3 contains 2415 members 
Mstep: Class 4 contains 16002 members 
Mstep: Class 5 contains 1237 members 
Mstep: Class 7 contains 8399 members 
Mstep: Class 9 contains 1601 members 
Mstep: Class 10 contains 2270 members 
Mstep: Class 11 contains 2852 members 
Mstep: Class 13 contains 192556 members 
Mstep: Class 14 contains 206470 members 
Mstep: Class 15 contains 42173 members 
Mstep: Class 17 contains 43237 members 
Mstep: Class 18 contains 8006 members 
Mstep: Class 19 contains 33182 members 
Mstep: Class 20 contains 13443 members 
Mstep: Class 23 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2158.056152 but Gain 2158.394531
Score: -29082494.000000 Penalty: 34534.289062
Iteration 103Q: 17 clusters Score -2.908249e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 9472 members 
Mstep: Class 3 contains 2418 members 
Mstep: Class 4 contains 16072 members 
Mstep: Class 5 contains 1236 members 
Mstep: Class 7 contains 8397 members 
Mstep: Class 9 contains 1638 members 
Mstep: Class 10 contains 2248 members 
Mstep: Class 11 contains 2860 members 
Mstep: Class 13 contains 193043 members 
Mstep: Class 14 contains 207416 members 
Mstep: Class 15 contains 42170 members 
Mstep: Class 17 contains 43229 members 
Mstep: Class 18 contains 8024 members 
Mstep: Class 19 contains 33161 members 
Mstep: Class 20 contains 13444 members 
Mstep: Class 23 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084212.000000 Penalty: 34534.289062
Iteration 104Q: 17 clusters Score -2.908421e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 9472 members 
Mstep: Class 3 contains 2420 members 
Mstep: Class 4 contains 16155 members 
Mstep: Class 5 contains 1235 members 
Mstep: Class 7 contains 8390 members 
Mstep: Class 9 contains 1638 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 2854 members 
Mstep: Class 13 contains 192840 members 
Mstep: Class 14 contains 207622 members 
Mstep: Class 15 contains 42164 members 
Mstep: Class 17 contains 43211 members 
Mstep: Class 18 contains 8026 members 
Mstep: Class 19 contains 33142 members 
Mstep: Class 20 contains 13446 members 
Mstep: Class 23 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084218.000000 Penalty: 34534.289062
Iteration 105Q: 17 clusters Score -2.908422e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 9472 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 16215 members 
Mstep: Class 5 contains 1235 members 
Mstep: Class 7 contains 8382 members 
Mstep: Class 9 contains 1634 members 
Mstep: Class 10 contains 2180 members 
Mstep: Class 11 contains 2852 members 
Mstep: Class 13 contains 192675 members 
Mstep: Class 14 contains 207797 members 
Mstep: Class 15 contains 42160 members 
Mstep: Class 17 contains 43199 members 
Mstep: Class 18 contains 8031 members 
Mstep: Class 19 contains 33126 members 
Mstep: Class 20 contains 13447 members 
Mstep: Class 23 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084264.000000 Penalty: 34534.289062
Iteration 106Q: 17 clusters Score -2.908426e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 9472 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 16276 members 
Mstep: Class 5 contains 1233 members 
Mstep: Class 7 contains 8370 members 
Mstep: Class 9 contains 1622 members 
Mstep: Class 10 contains 2151 members 
Mstep: Class 11 contains 2854 members 
Mstep: Class 13 contains 192540 members 
Mstep: Class 14 contains 207943 members 
Mstep: Class 15 contains 42163 members 
Mstep: Class 17 contains 43189 members 
Mstep: Class 18 contains 8032 members 
Mstep: Class 19 contains 33110 members 
Mstep: Class 20 contains 13449 members 
Mstep: Class 23 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084320.000000 Penalty: 34534.289062
Iteration 107Q: 17 clusters Score -2.908432e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 9472 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 16325 members 
Mstep: Class 5 contains 1232 members 
Mstep: Class 7 contains 8357 members 
Mstep: Class 9 contains 1617 members 
Mstep: Class 10 contains 2117 members 
Mstep: Class 11 contains 2860 members 
Mstep: Class 13 contains 192417 members 
Mstep: Class 14 contains 208074 members 
Mstep: Class 15 contains 42161 members 
Mstep: Class 17 contains 43183 members 
Mstep: Class 18 contains 8040 members 
Mstep: Class 19 contains 33096 members 
Mstep: Class 20 contains 13453 members 
Mstep: Class 23 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084330.000000 Penalty: 34534.289062
Iteration 108Q: 17 clusters Score -2.908433e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 9472 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 16374 members 
Mstep: Class 5 contains 1230 members 
Mstep: Class 7 contains 8349 members 
Mstep: Class 9 contains 1611 members 
Mstep: Class 10 contains 2097 members 
Mstep: Class 11 contains 2867 members 
Mstep: Class 13 contains 192320 members 
Mstep: Class 14 contains 208168 members 
Mstep: Class 15 contains 42162 members 
Mstep: Class 17 contains 43177 members 
Mstep: Class 18 contains 8049 members 
Mstep: Class 19 contains 33073 members 
Mstep: Class 20 contains 13454 members 
Mstep: Class 23 contains 1961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084432.000000 Penalty: 34534.289062
Iteration 109Q: 17 clusters Score -2.908443e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 9473 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 16411 members 
Mstep: Class 5 contains 1229 members 
Mstep: Class 7 contains 8337 members 
Mstep: Class 9 contains 1603 members 
Mstep: Class 10 contains 2074 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 13 contains 192245 members 
Mstep: Class 14 contains 208265 members 
Mstep: Class 15 contains 42162 members 
Mstep: Class 17 contains 43177 members 
Mstep: Class 18 contains 8053 members 
Mstep: Class 19 contains 33051 members 
Mstep: Class 20 contains 13451 members 
Mstep: Class 23 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084380.000000 Penalty: 34534.289062
Iteration 110Q: 17 clusters Score -2.908438e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 9473 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 16453 members 
Mstep: Class 5 contains 1227 members 
Mstep: Class 7 contains 8328 members 
Mstep: Class 9 contains 1596 members 
Mstep: Class 10 contains 2045 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 13 contains 192183 members 
Mstep: Class 14 contains 208340 members 
Mstep: Class 15 contains 42163 members 
Mstep: Class 17 contains 43171 members 
Mstep: Class 18 contains 8057 members 
Mstep: Class 19 contains 33035 members 
Mstep: Class 20 contains 13455 members 
Mstep: Class 23 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084468.000000 Penalty: 34534.289062
Iteration 111Q: 17 clusters Score -2.908447e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 9473 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 16489 members 
Mstep: Class 5 contains 1225 members 
Mstep: Class 7 contains 8321 members 
Mstep: Class 9 contains 1589 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 2885 members 
Mstep: Class 13 contains 192130 members 
Mstep: Class 14 contains 208414 members 
Mstep: Class 15 contains 42159 members 
Mstep: Class 17 contains 43171 members 
Mstep: Class 18 contains 8059 members 
Mstep: Class 19 contains 33012 members 
Mstep: Class 20 contains 13459 members 
Mstep: Class 23 contains 1962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084476.000000 Penalty: 34534.289062
Iteration 112Q: 17 clusters Score -2.908448e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 9473 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 16528 members 
Mstep: Class 5 contains 1224 members 
Mstep: Class 7 contains 8319 members 
Mstep: Class 9 contains 1587 members 
Mstep: Class 10 contains 1989 members 
Mstep: Class 11 contains 2888 members 
Mstep: Class 13 contains 192079 members 
Mstep: Class 14 contains 208463 members 
Mstep: Class 15 contains 42159 members 
Mstep: Class 17 contains 43173 members 
Mstep: Class 18 contains 8059 members 
Mstep: Class 19 contains 32999 members 
Mstep: Class 20 contains 13461 members 
Mstep: Class 23 contains 1962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084478.000000 Penalty: 34534.289062
Iteration 113Q: 17 clusters Score -2.908448e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 9473 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 16572 members 
Mstep: Class 5 contains 1224 members 
Mstep: Class 7 contains 8317 members 
Mstep: Class 9 contains 1589 members 
Mstep: Class 10 contains 1979 members 
Mstep: Class 11 contains 2893 members 
Mstep: Class 13 contains 192014 members 
Mstep: Class 14 contains 208494 members 
Mstep: Class 15 contains 42161 members 
Mstep: Class 17 contains 43176 members 
Mstep: Class 18 contains 8059 members 
Mstep: Class 19 contains 32987 members 
Mstep: Class 20 contains 13462 members 
Mstep: Class 23 contains 1963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084478.000000 Penalty: 34534.289062
Iteration 114Q: 17 clusters Score -2.908448e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 9473 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 16615 members 
Mstep: Class 5 contains 1224 members 
Mstep: Class 7 contains 8315 members 
Mstep: Class 9 contains 1586 members 
Mstep: Class 10 contains 1963 members 
Mstep: Class 11 contains 2895 members 
Mstep: Class 13 contains 191970 members 
Mstep: Class 14 contains 208530 members 
Mstep: Class 15 contains 42161 members 
Mstep: Class 17 contains 43175 members 
Mstep: Class 18 contains 8059 members 
Mstep: Class 19 contains 32973 members 
Mstep: Class 20 contains 13460 members 
Mstep: Class 23 contains 1964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084490.000000 Penalty: 34534.289062
Iteration 115Q: 17 clusters Score -2.908449e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 9473 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 16659 members 
Mstep: Class 5 contains 1224 members 
Mstep: Class 7 contains 8311 members 
Mstep: Class 9 contains 1580 members 
Mstep: Class 10 contains 1957 members 
Mstep: Class 11 contains 2895 members 
Mstep: Class 13 contains 191934 members 
Mstep: Class 14 contains 208565 members 
Mstep: Class 15 contains 42162 members 
Mstep: Class 17 contains 43166 members 
Mstep: Class 18 contains 8056 members 
Mstep: Class 19 contains 32959 members 
Mstep: Class 20 contains 13457 members 
Mstep: Class 23 contains 1965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084516.000000 Penalty: 34534.289062
Iteration 116Q: 17 clusters Score -2.908452e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 9473 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 16701 members 
Mstep: Class 5 contains 1224 members 
Mstep: Class 7 contains 8305 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 1948 members 
Mstep: Class 11 contains 2894 members 
Mstep: Class 13 contains 191914 members 
Mstep: Class 14 contains 208579 members 
Mstep: Class 15 contains 42164 members 
Mstep: Class 17 contains 43164 members 
Mstep: Class 18 contains 8056 members 
Mstep: Class 19 contains 32945 members 
Mstep: Class 20 contains 13456 members 
Mstep: Class 23 contains 1966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084518.000000 Penalty: 34534.289062
Iteration 117Q: 17 clusters Score -2.908452e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 9473 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 16747 members 
Mstep: Class 5 contains 1224 members 
Mstep: Class 7 contains 8299 members 
Mstep: Class 9 contains 1570 members 
Mstep: Class 10 contains 1932 members 
Mstep: Class 11 contains 2895 members 
Mstep: Class 13 contains 191894 members 
Mstep: Class 14 contains 208588 members 
Mstep: Class 15 contains 42166 members 
Mstep: Class 17 contains 43166 members 
Mstep: Class 18 contains 8057 members 
Mstep: Class 19 contains 32931 members 
Mstep: Class 20 contains 13455 members 
Mstep: Class 23 contains 1966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29084550.000000 Penalty: 34534.289062
Iteration 118Q: 17 clusters Score -2.908455e+07 nChanged 143
Entering ConstructFrom: 
Score: -29084550.000000 Penalty: 34534.289062
Entering ConstructFrom: 
Trying to split cluster 2 (9473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Entering Unmasked Estep 
Score: -487488.281250 Penalty: 1487.882690
	Iteration 0F: 2 clusters Score -487488.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -480619.468750 Penalty: 2975.765381
	Iteration 0F: 3 clusters Score -480619.5 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -482700.250000 Penalty: 2975.765381
	Iteration 1F: 3 clusters Score -482700.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -482930.437500 Penalty: 2975.765381
	Iteration 2F: 3 clusters Score -482930.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -483105.718750 Penalty: 2975.765381
	Iteration 3F: 3 clusters Score -483105.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -483244.843750 Penalty: 2975.765381
	Iteration 4Q: 3 clusters Score -483244.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -483365.531250 Penalty: 2975.765381
	Iteration 5Q: 3 clusters Score -483365.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -483474.343750 Penalty: 2975.765381
	Iteration 6Q: 3 clusters Score -483474.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -483560.593750 Penalty: 2975.765381
	Iteration 7Q: 3 clusters Score -483560.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -483651.781250 Penalty: 2975.765381
	Iteration 8Q: 3 clusters Score -483651.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -483748.000000 Penalty: 2975.765381
	Iteration 9Q: 3 clusters Score -483748 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -483843.687500 Penalty: 2975.765381
	Iteration 10Q: 3 clusters Score -483843.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -483960.156250 Penalty: 2975.765381
	Iteration 11Q: 3 clusters Score -483960.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -484112.218750 Penalty: 2975.765381
	Iteration 12Q: 3 clusters Score -484112.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -484332.437500 Penalty: 2975.765381
	Iteration 13Q: 3 clusters Score -484332.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -484587.812500 Penalty: 2975.765381
	Iteration 14Q: 3 clusters Score -484587.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -484840.500000 Penalty: 2975.765381
	Iteration 15Q: 3 clusters Score -484840.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -485056.125000 Penalty: 2975.765381
	Iteration 16Q: 3 clusters Score -485056.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -485241.031250 Penalty: 2975.765381
	Iteration 17Q: 3 clusters Score -485241 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -485361.656250 Penalty: 2975.765381
	Iteration 18Q: 3 clusters Score -485361.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -485476.125000 Penalty: 2975.765381
	Iteration 19Q: 3 clusters Score -485476.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -485549.687500 Penalty: 2975.765381
	Iteration 20F: 3 clusters Score -485549.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -485608.875000 Penalty: 2975.765381
	Iteration 21Q: 3 clusters Score -485608.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -485661.031250 Penalty: 2975.765381
	Iteration 22Q: 3 clusters Score -485661 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -485709.750000 Penalty: 2975.765381
	Iteration 23Q: 3 clusters Score -485709.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -485744.968750 Penalty: 2975.765381
	Iteration 24Q: 3 clusters Score -485745 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -485779.656250 Penalty: 2975.765381
	Iteration 25Q: 3 clusters Score -485779.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -485819.531250 Penalty: 2975.765381
	Iteration 26Q: 3 clusters Score -485819.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -485851.281250 Penalty: 2975.765381
	Iteration 27Q: 3 clusters Score -485851.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -485882.562500 Penalty: 2975.765381
	Iteration 28Q: 3 clusters Score -485882.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -485913.500000 Penalty: 2975.765381
	Iteration 29Q: 3 clusters Score -485913.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -485947.093750 Penalty: 2975.765381
	Iteration 30Q: 3 clusters Score -485947.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -485976.968750 Penalty: 2975.765381
	Iteration 31Q: 3 clusters Score -485977 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -485997.312500 Penalty: 2975.765381
	Iteration 32Q: 3 clusters Score -485997.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -486009.656250 Penalty: 2975.765381
	Iteration 33Q: 3 clusters Score -486009.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -486023.968750 Penalty: 2975.765381
	Iteration 34Q: 3 clusters Score -486024 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -486043.843750 Penalty: 2975.765381
	Iteration 35Q: 3 clusters Score -486043.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -486055.187500 Penalty: 2975.765381
	Iteration 36Q: 3 clusters Score -486055.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -486062.031250 Penalty: 2975.765381
	Iteration 37Q: 3 clusters Score -486062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -486067.937500 Penalty: 2975.765381
	Iteration 38Q: 3 clusters Score -486067.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -486071.843750 Penalty: 2975.765381
	Iteration 39Q: 3 clusters Score -486071.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -486075.656250 Penalty: 2975.765381
	Iteration 40F: 3 clusters Score -486075.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -486078.687500 Penalty: 2975.765381
	Iteration 41Q: 3 clusters Score -486078.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -486081.375000 Penalty: 2975.765381
	Iteration 42Q: 3 clusters Score -486081.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -486084.156250 Penalty: 2975.765381
	Iteration 43Q: 3 clusters Score -486084.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -486084.125000 Penalty: 2975.765381
	Iteration 44Q: 3 clusters Score -486084.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -486086.656250 Penalty: 2975.765381
	Iteration 45Q: 3 clusters Score -486086.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -486089.093750 Penalty: 2975.765381
	Iteration 46Q: 3 clusters Score -486089.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -486089.125000 Penalty: 2975.765381
	Iteration 47Q: 3 clusters Score -486089.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -486089.656250 Penalty: 2975.765381
	Iteration 48Q: 3 clusters Score -486089.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -486090.718750 Penalty: 2975.765381
	Iteration 49Q: 3 clusters Score -486090.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -486090.718750 Penalty: 2975.765381
	Iteration 50F: 3 clusters Score -486090.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Entering Unmasked Estep 
Score: -110736.828125 Penalty: 1266.457886
	Iteration 0F: 2 clusters Score -110736.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -108391.828125 Penalty: 2532.915771
	Iteration 0F: 3 clusters Score -108391.8 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -108960.492188 Penalty: 2532.915771
	Iteration 1F: 3 clusters Score -108960.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -109079.476562 Penalty: 2532.915771
	Iteration 2F: 3 clusters Score -109079.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -109129.945312 Penalty: 2532.915771
	Iteration 3Q: 3 clusters Score -109129.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -109163.093750 Penalty: 2532.915771
	Iteration 4Q: 3 clusters Score -109163.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -109189.906250 Penalty: 2532.915771
	Iteration 5Q: 3 clusters Score -109189.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -109204.226562 Penalty: 2532.915771
	Iteration 6Q: 3 clusters Score -109204.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -109216.320312 Penalty: 2532.915771
	Iteration 7Q: 3 clusters Score -109216.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -109224.242188 Penalty: 2532.915771
	Iteration 8Q: 3 clusters Score -109224.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -109234.000000 Penalty: 2532.915771
	Iteration 9Q: 3 clusters Score -109234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -109246.289062 Penalty: 2532.915771
	Iteration 10Q: 3 clusters Score -109246.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -109256.234375 Penalty: 2532.915771
	Iteration 11Q: 3 clusters Score -109256.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -109262.882812 Penalty: 2532.915771
	Iteration 12Q: 3 clusters Score -109262.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -109267.054688 Penalty: 2532.915771
	Iteration 13Q: 3 clusters Score -109267.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -109273.015625 Penalty: 2532.915771
	Iteration 14Q: 3 clusters Score -109273 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -109281.804688 Penalty: 2532.915771
	Iteration 15Q: 3 clusters Score -109281.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -109295.062500 Penalty: 2532.915771
	Iteration 16Q: 3 clusters Score -109295.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -109313.023438 Penalty: 2532.915771
	Iteration 17Q: 3 clusters Score -109313 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -109345.703125 Penalty: 2532.915771
	Iteration 18Q: 3 clusters Score -109345.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -109396.046875 Penalty: 2532.915771
	Iteration 19Q: 3 clusters Score -109396 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -109440.875000 Penalty: 2532.915771
	Iteration 20F: 3 clusters Score -109440.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -109475.992188 Penalty: 2532.915771
	Iteration 21Q: 3 clusters Score -109476 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -109506.085938 Penalty: 2532.915771
	Iteration 22Q: 3 clusters Score -109506.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -109545.664062 Penalty: 2532.915771
	Iteration 23Q: 3 clusters Score -109545.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -109578.906250 Penalty: 2532.915771
	Iteration 24Q: 3 clusters Score -109578.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -109616.695312 Penalty: 2532.915771
	Iteration 25Q: 3 clusters Score -109616.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -109648.625000 Penalty: 2532.915771
	Iteration 26Q: 3 clusters Score -109648.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -109673.078125 Penalty: 2532.915771
	Iteration 27Q: 3 clusters Score -109673.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -109689.695312 Penalty: 2532.915771
	Iteration 28Q: 3 clusters Score -109689.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -109705.109375 Penalty: 2532.915771
	Iteration 29Q: 3 clusters Score -109705.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -109723.828125 Penalty: 2532.915771
	Iteration 30Q: 3 clusters Score -109723.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -109735.070312 Penalty: 2532.915771
	Iteration 31Q: 3 clusters Score -109735.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -109742.281250 Penalty: 2532.915771
	Iteration 32Q: 3 clusters Score -109742.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -109750.742188 Penalty: 2532.915771
	Iteration 33Q: 3 clusters Score -109750.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -109759.679688 Penalty: 2532.915771
	Iteration 34Q: 3 clusters Score -109759.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -109769.625000 Penalty: 2532.915771
	Iteration 35Q: 3 clusters Score -109769.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -109785.820312 Penalty: 2532.915771
	Iteration 36Q: 3 clusters Score -109785.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -109800.062500 Penalty: 2532.915771
	Iteration 37Q: 3 clusters Score -109800.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -109810.585938 Penalty: 2532.915771
	Iteration 38Q: 3 clusters Score -109810.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -109819.531250 Penalty: 2532.915771
	Iteration 39Q: 3 clusters Score -109819.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -109825.664062 Penalty: 2532.915771
	Iteration 40F: 3 clusters Score -109825.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -109828.562500 Penalty: 2532.915771
	Iteration 41Q: 3 clusters Score -109828.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -109830.789062 Penalty: 2532.915771
	Iteration 42Q: 3 clusters Score -109830.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -109835.078125 Penalty: 2532.915771
	Iteration 43Q: 3 clusters Score -109835.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -109842.093750 Penalty: 2532.915771
	Iteration 44Q: 3 clusters Score -109842.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -109847.437500 Penalty: 2532.915771
	Iteration 45Q: 3 clusters Score -109847.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -109856.187500 Penalty: 2532.915771
	Iteration 46Q: 3 clusters Score -109856.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -109869.203125 Penalty: 2532.915771
	Iteration 47Q: 3 clusters Score -109869.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -109880.843750 Penalty: 2532.915771
	Iteration 48Q: 3 clusters Score -109880.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -109893.679688 Penalty: 2532.915771
	Iteration 49Q: 3 clusters Score -109893.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -109901.242188 Penalty: 2532.915771
	Iteration 50Q: 3 clusters Score -109901.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -109907.914062 Penalty: 2532.915771
	Iteration 51Q: 3 clusters Score -109907.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -109912.601562 Penalty: 2532.915771
	Iteration 52Q: 3 clusters Score -109912.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -109916.210938 Penalty: 2532.915771
	Iteration 53Q: 3 clusters Score -109916.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -109919.835938 Penalty: 2532.915771
	Iteration 54Q: 3 clusters Score -109919.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -109922.328125 Penalty: 2532.915771
	Iteration 55Q: 3 clusters Score -109922.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -109923.882812 Penalty: 2532.915771
	Iteration 56Q: 3 clusters Score -109923.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -109925.367188 Penalty: 2532.915771
	Iteration 57Q: 3 clusters Score -109925.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -109927.789062 Penalty: 2532.915771
	Iteration 58Q: 3 clusters Score -109927.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -109930.250000 Penalty: 2532.915771
	Iteration 59Q: 3 clusters Score -109930.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -109932.703125 Penalty: 2532.915771
	Iteration 60F: 3 clusters Score -109932.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -109938.031250 Penalty: 2532.915771
	Iteration 61Q: 3 clusters Score -109938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -109946.835938 Penalty: 2532.915771
	Iteration 62Q: 3 clusters Score -109946.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -109953.453125 Penalty: 2532.915771
	Iteration 63Q: 3 clusters Score -109953.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -109959.304688 Penalty: 2532.915771
	Iteration 64Q: 3 clusters Score -109959.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -109963.656250 Penalty: 2532.915771
	Iteration 65Q: 3 clusters Score -109963.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -109972.750000 Penalty: 2532.915771
	Iteration 66Q: 3 clusters Score -109972.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -109977.617188 Penalty: 2532.915771
	Iteration 67Q: 3 clusters Score -109977.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -109983.484375 Penalty: 2532.915771
	Iteration 68Q: 3 clusters Score -109983.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -109991.375000 Penalty: 2532.915771
	Iteration 69Q: 3 clusters Score -109991.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -110001.375000 Penalty: 2532.915771
	Iteration 70Q: 3 clusters Score -110001.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -110006.289062 Penalty: 2532.915771
	Iteration 71Q: 3 clusters Score -110006.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -110012.062500 Penalty: 2532.915771
	Iteration 72Q: 3 clusters Score -110012.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -110016.695312 Penalty: 2532.915771
	Iteration 73Q: 3 clusters Score -110016.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -110022.156250 Penalty: 2532.915771
	Iteration 74Q: 3 clusters Score -110022.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -110025.992188 Penalty: 2532.915771
	Iteration 75Q: 3 clusters Score -110026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -110026.468750 Penalty: 2532.915771
	Iteration 76Q: 3 clusters Score -110026.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -110027.656250 Penalty: 2532.915771
	Iteration 77Q: 3 clusters Score -110027.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -110030.109375 Penalty: 2532.915771
	Iteration 78Q: 3 clusters Score -110030.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -110033.703125 Penalty: 2532.915771
	Iteration 79Q: 3 clusters Score -110033.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -110037.039062 Penalty: 2532.915771
	Iteration 80F: 3 clusters Score -110037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -110039.039062 Penalty: 2532.915771
	Iteration 81Q: 3 clusters Score -110039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -110040.851562 Penalty: 2532.915771
	Iteration 82Q: 3 clusters Score -110040.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -110044.281250 Penalty: 2532.915771
	Iteration 83Q: 3 clusters Score -110044.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -110044.679688 Penalty: 2532.915771
	Iteration 84Q: 3 clusters Score -110044.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -110045.039062 Penalty: 2532.915771
	Iteration 85Q: 3 clusters Score -110045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -110045.437500 Penalty: 2532.915771
	Iteration 86Q: 3 clusters Score -110045.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -110046.085938 Penalty: 2532.915771
	Iteration 87Q: 3 clusters Score -110046.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -110046.578125 Penalty: 2532.915771
	Iteration 88Q: 3 clusters Score -110046.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -110046.820312 Penalty: 2532.915771
	Iteration 89Q: 3 clusters Score -110046.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -110047.468750 Penalty: 2532.915771
	Iteration 90Q: 3 clusters Score -110047.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -110047.468750 Penalty: 2532.915771
	Iteration 91F: 3 clusters Score -110047.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Entering Unmasked Estep 
Score: -877205.125000 Penalty: 1580.955200
	Iteration 0F: 2 clusters Score -877205.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -865661.500000 Penalty: 3161.910400
	Iteration 0F: 3 clusters Score -865661.5 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -869855.937500 Penalty: 3161.910400
	Iteration 1F: 3 clusters Score -869855.9 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -870392.812500 Penalty: 3161.910400
	Iteration 2F: 3 clusters Score -870392.8 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -871032.937500 Penalty: 3161.910400
	Iteration 3F: 3 clusters Score -871032.9 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -871847.687500 Penalty: 3161.910400
	Iteration 4F: 3 clusters Score -871847.7 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -872814.562500 Penalty: 3161.910400
	Iteration 5F: 3 clusters Score -872814.6 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -873745.812500 Penalty: 3161.910400
	Iteration 6F: 3 clusters Score -873745.8 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -874506.375000 Penalty: 3161.910400
	Iteration 7F: 3 clusters Score -874506.4 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -874957.000000 Penalty: 3161.910400
	Iteration 8Q: 3 clusters Score -874957 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -875241.000000 Penalty: 3161.910400
	Iteration 9Q: 3 clusters Score -875241 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -875421.500000 Penalty: 3161.910400
	Iteration 10Q: 3 clusters Score -875421.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -875537.562500 Penalty: 3161.910400
	Iteration 11Q: 3 clusters Score -875537.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -875627.937500 Penalty: 3161.910400
	Iteration 12Q: 3 clusters Score -875627.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -875710.750000 Penalty: 3161.910400
	Iteration 13Q: 3 clusters Score -875710.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -875782.500000 Penalty: 3161.910400
	Iteration 14Q: 3 clusters Score -875782.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -875837.312500 Penalty: 3161.910400
	Iteration 15Q: 3 clusters Score -875837.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -875876.562500 Penalty: 3161.910400
	Iteration 16Q: 3 clusters Score -875876.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -875904.437500 Penalty: 3161.910400
	Iteration 17Q: 3 clusters Score -875904.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -875927.500000 Penalty: 3161.910400
	Iteration 18Q: 3 clusters Score -875927.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -875944.875000 Penalty: 3161.910400
	Iteration 19Q: 3 clusters Score -875944.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -875968.625000 Penalty: 3161.910400
	Iteration 20F: 3 clusters Score -875968.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -875983.625000 Penalty: 3161.910400
	Iteration 21Q: 3 clusters Score -875983.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -875993.187500 Penalty: 3161.910400
	Iteration 22Q: 3 clusters Score -875993.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -876005.250000 Penalty: 3161.910400
	Iteration 23Q: 3 clusters Score -876005.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -876010.812500 Penalty: 3161.910400
	Iteration 24Q: 3 clusters Score -876010.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -876018.937500 Penalty: 3161.910400
	Iteration 25Q: 3 clusters Score -876018.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -876020.625000 Penalty: 3161.910400
	Iteration 26Q: 3 clusters Score -876020.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -876023.562500 Penalty: 3161.910400
	Iteration 27Q: 3 clusters Score -876023.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -876029.375000 Penalty: 3161.910400
	Iteration 28Q: 3 clusters Score -876029.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -876031.937500 Penalty: 3161.910400
	Iteration 29Q: 3 clusters Score -876031.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -876039.375000 Penalty: 3161.910400
	Iteration 30Q: 3 clusters Score -876039.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -876039.625000 Penalty: 3161.910400
	Iteration 31Q: 3 clusters Score -876039.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -876042.812500 Penalty: 3161.910400
	Iteration 32Q: 3 clusters Score -876042.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -876042.562500 Penalty: 3161.910400
	Iteration 33Q: 3 clusters Score -876042.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -876046.062500 Penalty: 3161.910400
	Iteration 34Q: 3 clusters Score -876046.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -876045.375000 Penalty: 3161.910400
	Iteration 35Q: 3 clusters Score -876045.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -876045.062500 Penalty: 3161.910400
	Iteration 36Q: 3 clusters Score -876045.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -876044.250000 Penalty: 3161.910400
	Iteration 37Q: 3 clusters Score -876044.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -876046.625000 Penalty: 3161.910400
	Iteration 38Q: 3 clusters Score -876046.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -876044.250000 Penalty: 3161.910400
	Iteration 39Q: 3 clusters Score -876044.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -876044.312500 Penalty: 3161.910400
	Iteration 40F: 3 clusters Score -876044.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Entering Unmasked Estep 
Score: -55536.777344 Penalty: 1155.355469
	Iteration 0F: 2 clusters Score -55536.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -53978.449219 Penalty: 2310.710938
	Iteration 0F: 3 clusters Score -53978.45 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -54260.890625 Penalty: 2310.710938
	Iteration 1F: 3 clusters Score -54260.89 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -54326.320312 Penalty: 2310.710938
	Iteration 2F: 3 clusters Score -54326.32 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -54355.445312 Penalty: 2310.710938
	Iteration 3Q: 3 clusters Score -54355.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -54376.394531 Penalty: 2310.710938
	Iteration 4Q: 3 clusters Score -54376.39 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -54397.386719 Penalty: 2310.710938
	Iteration 5Q: 3 clusters Score -54397.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -54410.441406 Penalty: 2310.710938
	Iteration 6Q: 3 clusters Score -54410.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -54418.410156 Penalty: 2310.710938
	Iteration 7Q: 3 clusters Score -54418.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -54421.437500 Penalty: 2310.710938
	Iteration 8Q: 3 clusters Score -54421.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -54422.105469 Penalty: 2310.710938
	Iteration 9Q: 3 clusters Score -54422.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -54425.000000 Penalty: 2310.710938
	Iteration 10Q: 3 clusters Score -54425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -54427.164062 Penalty: 2310.710938
	Iteration 11Q: 3 clusters Score -54427.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -54428.968750 Penalty: 2310.710938
	Iteration 12Q: 3 clusters Score -54428.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -54430.203125 Penalty: 2310.710938
	Iteration 13Q: 3 clusters Score -54430.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -54431.648438 Penalty: 2310.710938
	Iteration 14Q: 3 clusters Score -54431.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -54434.187500 Penalty: 2310.710938
	Iteration 15Q: 3 clusters Score -54434.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -54435.453125 Penalty: 2310.710938
	Iteration 16Q: 3 clusters Score -54435.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -54436.644531 Penalty: 2310.710938
	Iteration 17Q: 3 clusters Score -54436.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -54438.402344 Penalty: 2310.710938
	Iteration 18Q: 3 clusters Score -54438.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -54442.460938 Penalty: 2310.710938
	Iteration 19Q: 3 clusters Score -54442.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -54447.113281 Penalty: 2310.710938
	Iteration 20F: 3 clusters Score -54447.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -54449.292969 Penalty: 2310.710938
	Iteration 21Q: 3 clusters Score -54449.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -54451.582031 Penalty: 2310.710938
	Iteration 22Q: 3 clusters Score -54451.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -54453.417969 Penalty: 2310.710938
	Iteration 23Q: 3 clusters Score -54453.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -54455.425781 Penalty: 2310.710938
	Iteration 24Q: 3 clusters Score -54455.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -54458.894531 Penalty: 2310.710938
	Iteration 25Q: 3 clusters Score -54458.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -54463.324219 Penalty: 2310.710938
	Iteration 26Q: 3 clusters Score -54463.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -54466.207031 Penalty: 2310.710938
	Iteration 27Q: 3 clusters Score -54466.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -54470.175781 Penalty: 2310.710938
	Iteration 28Q: 3 clusters Score -54470.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -54473.507812 Penalty: 2310.710938
	Iteration 29Q: 3 clusters Score -54473.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -54475.332031 Penalty: 2310.710938
	Iteration 30Q: 3 clusters Score -54475.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -54477.480469 Penalty: 2310.710938
	Iteration 31Q: 3 clusters Score -54477.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -54478.285156 Penalty: 2310.710938
	Iteration 32Q: 3 clusters Score -54478.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -54479.484375 Penalty: 2310.710938
	Iteration 33Q: 3 clusters Score -54479.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -54479.484375 Penalty: 2310.710938
	Iteration 34F: 3 clusters Score -54479.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Entering Unmasked Estep 
Score: -441108.125000 Penalty: 1466.225586
	Iteration 0F: 2 clusters Score -441108.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -435037.937500 Penalty: 2932.451172
	Iteration 0F: 3 clusters Score -435037.9 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -436801.812500 Penalty: 2932.451172
	Iteration 1F: 3 clusters Score -436801.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -436998.718750 Penalty: 2932.451172
	Iteration 2F: 3 clusters Score -436998.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -437149.250000 Penalty: 2932.451172
	Iteration 3Q: 3 clusters Score -437149.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -437266.031250 Penalty: 2932.451172
	Iteration 4Q: 3 clusters Score -437266 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -437355.281250 Penalty: 2932.451172
	Iteration 5Q: 3 clusters Score -437355.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -437459.718750 Penalty: 2932.451172
	Iteration 6Q: 3 clusters Score -437459.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -437569.750000 Penalty: 2932.451172
	Iteration 7Q: 3 clusters Score -437569.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -437676.031250 Penalty: 2932.451172
	Iteration 8Q: 3 clusters Score -437676 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -437815.468750 Penalty: 2932.451172
	Iteration 9Q: 3 clusters Score -437815.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -438031.906250 Penalty: 2932.451172
	Iteration 10Q: 3 clusters Score -438031.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -438292.062500 Penalty: 2932.451172
	Iteration 11Q: 3 clusters Score -438292.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -438571.656250 Penalty: 2932.451172
	Iteration 12Q: 3 clusters Score -438571.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -438851.812500 Penalty: 2932.451172
	Iteration 13Q: 3 clusters Score -438851.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -439084.000000 Penalty: 2932.451172
	Iteration 14Q: 3 clusters Score -439084 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -439296.906250 Penalty: 2932.451172
	Iteration 15Q: 3 clusters Score -439296.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -439437.062500 Penalty: 2932.451172
	Iteration 16Q: 3 clusters Score -439437.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -439519.843750 Penalty: 2932.451172
	Iteration 17Q: 3 clusters Score -439519.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -439583.312500 Penalty: 2932.451172
	Iteration 18Q: 3 clusters Score -439583.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -439638.968750 Penalty: 2932.451172
	Iteration 19Q: 3 clusters Score -439639 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -439690.531250 Penalty: 2932.451172
	Iteration 20F: 3 clusters Score -439690.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -439720.281250 Penalty: 2932.451172
	Iteration 21Q: 3 clusters Score -439720.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -439750.343750 Penalty: 2932.451172
	Iteration 22Q: 3 clusters Score -439750.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -439768.687500 Penalty: 2932.451172
	Iteration 23Q: 3 clusters Score -439768.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -439787.062500 Penalty: 2932.451172
	Iteration 24Q: 3 clusters Score -439787.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -439801.906250 Penalty: 2932.451172
	Iteration 25Q: 3 clusters Score -439801.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -439814.281250 Penalty: 2932.451172
	Iteration 26Q: 3 clusters Score -439814.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -439821.781250 Penalty: 2932.451172
	Iteration 27Q: 3 clusters Score -439821.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -439829.375000 Penalty: 2932.451172
	Iteration 28Q: 3 clusters Score -439829.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -439838.843750 Penalty: 2932.451172
	Iteration 29Q: 3 clusters Score -439838.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -439847.281250 Penalty: 2932.451172
	Iteration 30Q: 3 clusters Score -439847.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -439857.000000 Penalty: 2932.451172
	Iteration 31Q: 3 clusters Score -439857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -439863.656250 Penalty: 2932.451172
	Iteration 32Q: 3 clusters Score -439863.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -439867.750000 Penalty: 2932.451172
	Iteration 33Q: 3 clusters Score -439867.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -439873.437500 Penalty: 2932.451172
	Iteration 34Q: 3 clusters Score -439873.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -439877.968750 Penalty: 2932.451172
	Iteration 35Q: 3 clusters Score -439878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -439878.875000 Penalty: 2932.451172
	Iteration 36Q: 3 clusters Score -439878.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -439879.593750 Penalty: 2932.451172
	Iteration 37Q: 3 clusters Score -439879.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -439881.406250 Penalty: 2932.451172
	Iteration 38Q: 3 clusters Score -439881.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -439884.156250 Penalty: 2932.451172
	Iteration 39Q: 3 clusters Score -439884.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -439886.343750 Penalty: 2932.451172
	Iteration 40F: 3 clusters Score -439886.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -439890.093750 Penalty: 2932.451172
	Iteration 41Q: 3 clusters Score -439890.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -439890.312500 Penalty: 2932.451172
	Iteration 42Q: 3 clusters Score -439890.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -439890.656250 Penalty: 2932.451172
	Iteration 43Q: 3 clusters Score -439890.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -439890.625000 Penalty: 2932.451172
	Iteration 44Q: 3 clusters Score -439890.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -439890.625000 Penalty: 2932.451172
	Iteration 45F: 3 clusters Score -439890.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Entering Unmasked Estep 
Score: -80811.148438 Penalty: 1195.810059
	Iteration 0F: 2 clusters Score -80811.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -79004.757812 Penalty: 2391.620117
	Iteration 0F: 3 clusters Score -79004.76 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -79376.406250 Penalty: 2391.620117
	Iteration 1F: 3 clusters Score -79376.41 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -79457.757812 Penalty: 2391.620117
	Iteration 2F: 3 clusters Score -79457.76 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -79491.984375 Penalty: 2391.620117
	Iteration 3Q: 3 clusters Score -79491.98 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -79526.437500 Penalty: 2391.620117
	Iteration 4Q: 3 clusters Score -79526.44 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -79552.609375 Penalty: 2391.620117
	Iteration 5Q: 3 clusters Score -79552.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -79567.445312 Penalty: 2391.620117
	Iteration 6Q: 3 clusters Score -79567.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -79577.718750 Penalty: 2391.620117
	Iteration 7Q: 3 clusters Score -79577.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -79583.976562 Penalty: 2391.620117
	Iteration 8Q: 3 clusters Score -79583.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -79589.242188 Penalty: 2391.620117
	Iteration 9Q: 3 clusters Score -79589.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -79593.281250 Penalty: 2391.620117
	Iteration 10Q: 3 clusters Score -79593.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -79598.687500 Penalty: 2391.620117
	Iteration 11Q: 3 clusters Score -79598.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -79604.414062 Penalty: 2391.620117
	Iteration 12Q: 3 clusters Score -79604.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -79607.820312 Penalty: 2391.620117
	Iteration 13Q: 3 clusters Score -79607.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -79609.750000 Penalty: 2391.620117
	Iteration 14Q: 3 clusters Score -79609.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -79610.492188 Penalty: 2391.620117
	Iteration 15Q: 3 clusters Score -79610.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -79611.585938 Penalty: 2391.620117
	Iteration 16Q: 3 clusters Score -79611.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -79612.640625 Penalty: 2391.620117
	Iteration 17Q: 3 clusters Score -79612.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -79614.023438 Penalty: 2391.620117
	Iteration 18Q: 3 clusters Score -79614.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -79615.617188 Penalty: 2391.620117
	Iteration 19Q: 3 clusters Score -79615.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -79617.515625 Penalty: 2391.620117
	Iteration 20F: 3 clusters Score -79617.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -79618.210938 Penalty: 2391.620117
	Iteration 21Q: 3 clusters Score -79618.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -79619.679688 Penalty: 2391.620117
	Iteration 22Q: 3 clusters Score -79619.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -79620.929688 Penalty: 2391.620117
	Iteration 23Q: 3 clusters Score -79620.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -79621.789062 Penalty: 2391.620117
	Iteration 24Q: 3 clusters Score -79621.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -79622.218750 Penalty: 2391.620117
	Iteration 25Q: 3 clusters Score -79622.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -79622.554688 Penalty: 2391.620117
	Iteration 26Q: 3 clusters Score -79622.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -79622.929688 Penalty: 2391.620117
	Iteration 27Q: 3 clusters Score -79622.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -79622.929688 Penalty: 2391.620117
	Iteration 28F: 3 clusters Score -79622.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Entering Unmasked Estep 
Score: -100064.664062 Penalty: 1228.174194
	Iteration 0F: 2 clusters Score -100064.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -98007.929688 Penalty: 2456.348389
	Iteration 0F: 3 clusters Score -98007.93 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -98418.632812 Penalty: 2456.348389
	Iteration 1F: 3 clusters Score -98418.63 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -98498.398438 Penalty: 2456.348389
	Iteration 2F: 3 clusters Score -98498.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -98544.375000 Penalty: 2456.348389
	Iteration 3Q: 3 clusters Score -98544.38 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -98577.242188 Penalty: 2456.348389
	Iteration 4Q: 3 clusters Score -98577.24 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -98614.492188 Penalty: 2456.348389
	Iteration 5Q: 3 clusters Score -98614.49 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -98637.835938 Penalty: 2456.348389
	Iteration 6Q: 3 clusters Score -98637.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -98655.781250 Penalty: 2456.348389
	Iteration 7Q: 3 clusters Score -98655.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -98670.148438 Penalty: 2456.348389
	Iteration 8Q: 3 clusters Score -98670.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -98678.906250 Penalty: 2456.348389
	Iteration 9Q: 3 clusters Score -98678.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -98685.203125 Penalty: 2456.348389
	Iteration 10Q: 3 clusters Score -98685.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -98689.867188 Penalty: 2456.348389
	Iteration 11Q: 3 clusters Score -98689.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -98695.187500 Penalty: 2456.348389
	Iteration 12Q: 3 clusters Score -98695.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -98699.812500 Penalty: 2456.348389
	Iteration 13Q: 3 clusters Score -98699.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -98703.742188 Penalty: 2456.348389
	Iteration 14Q: 3 clusters Score -98703.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -98707.609375 Penalty: 2456.348389
	Iteration 15Q: 3 clusters Score -98707.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -98714.453125 Penalty: 2456.348389
	Iteration 16Q: 3 clusters Score -98714.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -98716.328125 Penalty: 2456.348389
	Iteration 17Q: 3 clusters Score -98716.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -98717.328125 Penalty: 2456.348389
	Iteration 18Q: 3 clusters Score -98717.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -98717.726562 Penalty: 2456.348389
	Iteration 19Q: 3 clusters Score -98717.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -98718.148438 Penalty: 2456.348389
	Iteration 20F: 3 clusters Score -98718.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -98718.210938 Penalty: 2456.348389
	Iteration 21Q: 3 clusters Score -98718.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -98718.781250 Penalty: 2456.348389
	Iteration 22Q: 3 clusters Score -98718.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -98720.132812 Penalty: 2456.348389
	Iteration 23Q: 3 clusters Score -98720.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -98721.796875 Penalty: 2456.348389
	Iteration 24Q: 3 clusters Score -98721.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -98722.007812 Penalty: 2456.348389
	Iteration 25Q: 3 clusters Score -98722.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -98722.664062 Penalty: 2456.348389
	Iteration 26Q: 3 clusters Score -98722.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -98722.968750 Penalty: 2456.348389
	Iteration 27Q: 3 clusters Score -98722.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -98723.382812 Penalty: 2456.348389
	Iteration 28Q: 3 clusters Score -98723.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -98724.226562 Penalty: 2456.348389
	Iteration 29Q: 3 clusters Score -98724.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -98724.390625 Penalty: 2456.348389
	Iteration 30Q: 3 clusters Score -98724.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -98724.390625 Penalty: 2456.348389
	Iteration 31F: 3 clusters Score -98724.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Entering Unmasked Estep 
Score: -137283.843750 Penalty: 1295.357544
	Iteration 0F: 2 clusters Score -137283.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -134567.000000 Penalty: 2590.715088
	Iteration 0F: 3 clusters Score -134567 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -135261.171875 Penalty: 2590.715088
	Iteration 1F: 3 clusters Score -135261.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -135414.187500 Penalty: 2590.715088
	Iteration 2F: 3 clusters Score -135414.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -135491.890625 Penalty: 2590.715088
	Iteration 3Q: 3 clusters Score -135491.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -135543.343750 Penalty: 2590.715088
	Iteration 4Q: 3 clusters Score -135543.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -135585.500000 Penalty: 2590.715088
	Iteration 5Q: 3 clusters Score -135585.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -135607.468750 Penalty: 2590.715088
	Iteration 6Q: 3 clusters Score -135607.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -135625.500000 Penalty: 2590.715088
	Iteration 7Q: 3 clusters Score -135625.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -135641.343750 Penalty: 2590.715088
	Iteration 8Q: 3 clusters Score -135641.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -135651.687500 Penalty: 2590.715088
	Iteration 9Q: 3 clusters Score -135651.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -135662.484375 Penalty: 2590.715088
	Iteration 10Q: 3 clusters Score -135662.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -135672.093750 Penalty: 2590.715088
	Iteration 11Q: 3 clusters Score -135672.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -135681.578125 Penalty: 2590.715088
	Iteration 12Q: 3 clusters Score -135681.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -135688.750000 Penalty: 2590.715088
	Iteration 13Q: 3 clusters Score -135688.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -135695.234375 Penalty: 2590.715088
	Iteration 14Q: 3 clusters Score -135695.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -135700.109375 Penalty: 2590.715088
	Iteration 15Q: 3 clusters Score -135700.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -135702.468750 Penalty: 2590.715088
	Iteration 16Q: 3 clusters Score -135702.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -135703.515625 Penalty: 2590.715088
	Iteration 17Q: 3 clusters Score -135703.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -135704.328125 Penalty: 2590.715088
	Iteration 18Q: 3 clusters Score -135704.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -135704.437500 Penalty: 2590.715088
	Iteration 19Q: 3 clusters Score -135704.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -135704.968750 Penalty: 2590.715088
	Iteration 20F: 3 clusters Score -135705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -135705.453125 Penalty: 2590.715088
	Iteration 21Q: 3 clusters Score -135705.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -135706.000000 Penalty: 2590.715088
	Iteration 22Q: 3 clusters Score -135706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -135706.125000 Penalty: 2590.715088
	Iteration 23Q: 3 clusters Score -135706.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -135706.125000 Penalty: 2590.715088
	Iteration 24F: 3 clusters Score -135706.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (191871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191871 members 
Entering Unmasked Estep 
Score: -10071268.000000 Penalty: 1976.744019
	Iteration 0F: 2 clusters Score -1.007127e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95884 members 
Mstep: Class 2 contains 95987 members 
Entering Unmasked Estep 
Score: -9942659.000000 Penalty: 3953.488037
	Iteration 0F: 3 clusters Score -9942659 nChanged 92664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97354 members 
Mstep: Class 2 contains 94517 members 
Entering Unmasked Estep 
Score: -9997466.000000 Penalty: 3953.488037
	Iteration 1F: 3 clusters Score -9997466 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98182 members 
Mstep: Class 2 contains 93689 members 
Entering Unmasked Estep 
Score: -9999153.000000 Penalty: 3953.488037
	Iteration 2Q: 3 clusters Score -9999153 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99422 members 
Mstep: Class 2 contains 92449 members 
Entering Unmasked Estep 
Score: -10002333.000000 Penalty: 3953.488037
	Iteration 3Q: 3 clusters Score -1.000233e+07 nChanged 9545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101439 members 
Mstep: Class 2 contains 90432 members 
Entering Unmasked Estep 
Score: -10008112.000000 Penalty: 3953.488037
	Iteration 4Q: 3 clusters Score -1.000811e+07 nChanged 12258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104755 members 
Mstep: Class 2 contains 87116 members 
Entering Unmasked Estep 
Score: -10016971.000000 Penalty: 3953.488037
	Iteration 5F: 3 clusters Score -1.001697e+07 nChanged 14264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109429 members 
Mstep: Class 2 contains 82442 members 
Entering Unmasked Estep 
Score: -10028117.000000 Penalty: 3953.488037
	Iteration 6F: 3 clusters Score -1.002812e+07 nChanged 14174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114633 members 
Mstep: Class 2 contains 77238 members 
Entering Unmasked Estep 
Score: -10038598.000000 Penalty: 3953.488037
	Iteration 7F: 3 clusters Score -1.00386e+07 nChanged 11706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119231 members 
Mstep: Class 2 contains 72640 members 
Entering Unmasked Estep 
Score: -10045913.000000 Penalty: 3953.488037
	Iteration 8F: 3 clusters Score -1.004591e+07 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123226 members 
Mstep: Class 2 contains 68645 members 
Entering Unmasked Estep 
Score: -10050421.000000 Penalty: 3953.488037
	Iteration 9Q: 3 clusters Score -1.005042e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127280 members 
Mstep: Class 2 contains 64591 members 
Entering Unmasked Estep 
Score: -10053903.000000 Penalty: 3953.488037
	Iteration 10Q: 3 clusters Score -1.00539e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131343 members 
Mstep: Class 2 contains 60528 members 
Entering Unmasked Estep 
Score: -10057038.000000 Penalty: 3953.488037
	Iteration 11Q: 3 clusters Score -1.005704e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135223 members 
Mstep: Class 2 contains 56648 members 
Entering Unmasked Estep 
Score: -10060009.000000 Penalty: 3953.488037
	Iteration 12Q: 3 clusters Score -1.006001e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138816 members 
Mstep: Class 2 contains 53055 members 
Entering Unmasked Estep 
Score: -10062542.000000 Penalty: 3953.488037
	Iteration 13Q: 3 clusters Score -1.006254e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141790 members 
Mstep: Class 2 contains 50081 members 
Entering Unmasked Estep 
Score: -10064453.000000 Penalty: 3953.488037
	Iteration 14Q: 3 clusters Score -1.006445e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144369 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -10065728.000000 Penalty: 3953.488037
	Iteration 15Q: 3 clusters Score -1.006573e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146615 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -10066610.000000 Penalty: 3953.488037
	Iteration 16Q: 3 clusters Score -1.006661e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148528 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -10067267.000000 Penalty: 3953.488037
	Iteration 17Q: 3 clusters Score -1.006727e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150222 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -10067738.000000 Penalty: 3953.488037
	Iteration 18Q: 3 clusters Score -1.006774e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151718 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -10068119.000000 Penalty: 3953.488037
	Iteration 19Q: 3 clusters Score -1.006812e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153093 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -10068351.000000 Penalty: 3953.488037
	Iteration 20F: 3 clusters Score -1.006835e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154322 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -10068579.000000 Penalty: 3953.488037
	Iteration 21Q: 3 clusters Score -1.006858e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155461 members 
Mstep: Class 2 contains 36410 members 
Entering Unmasked Estep 
Score: -10068823.000000 Penalty: 3953.488037
	Iteration 22Q: 3 clusters Score -1.006882e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156560 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -10068949.000000 Penalty: 3953.488037
	Iteration 23Q: 3 clusters Score -1.006895e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157583 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
Score: -10069154.000000 Penalty: 3953.488037
	Iteration 24Q: 3 clusters Score -1.006915e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158548 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -10069322.000000 Penalty: 3953.488037
	Iteration 25Q: 3 clusters Score -1.006932e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159437 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -10069486.000000 Penalty: 3953.488037
	Iteration 26Q: 3 clusters Score -1.006949e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160316 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -10069571.000000 Penalty: 3953.488037
	Iteration 27Q: 3 clusters Score -1.006957e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161151 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -10069660.000000 Penalty: 3953.488037
	Iteration 28Q: 3 clusters Score -1.006966e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161931 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -10069748.000000 Penalty: 3953.488037
	Iteration 29Q: 3 clusters Score -1.006975e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162678 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -10069830.000000 Penalty: 3953.488037
	Iteration 30Q: 3 clusters Score -1.006983e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163411 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -10069866.000000 Penalty: 3953.488037
	Iteration 31Q: 3 clusters Score -1.006987e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164130 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -10069912.000000 Penalty: 3953.488037
	Iteration 32Q: 3 clusters Score -1.006991e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164756 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -10070021.000000 Penalty: 3953.488037
	Iteration 33Q: 3 clusters Score -1.007002e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165335 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -10070081.000000 Penalty: 3953.488037
	Iteration 34Q: 3 clusters Score -1.007008e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165880 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -10070185.000000 Penalty: 3953.488037
	Iteration 35Q: 3 clusters Score -1.007018e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166380 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -10070227.000000 Penalty: 3953.488037
	Iteration 36Q: 3 clusters Score -1.007023e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166816 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -10070257.000000 Penalty: 3953.488037
	Iteration 37Q: 3 clusters Score -1.007026e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167268 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -10070299.000000 Penalty: 3953.488037
	Iteration 38Q: 3 clusters Score -1.00703e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167692 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -10070379.000000 Penalty: 3953.488037
	Iteration 39Q: 3 clusters Score -1.007038e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168108 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -10070441.000000 Penalty: 3953.488037
	Iteration 40F: 3 clusters Score -1.007044e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168513 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -10070462.000000 Penalty: 3953.488037
	Iteration 41Q: 3 clusters Score -1.007046e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168900 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -10070506.000000 Penalty: 3953.488037
	Iteration 42Q: 3 clusters Score -1.007051e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169252 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -10070501.000000 Penalty: 3953.488037
	Iteration 43Q: 3 clusters Score -1.00705e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169580 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -10070520.000000 Penalty: 3953.488037
	Iteration 44Q: 3 clusters Score -1.007052e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169901 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -10070546.000000 Penalty: 3953.488037
	Iteration 45Q: 3 clusters Score -1.007055e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170252 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -10070593.000000 Penalty: 3953.488037
	Iteration 46Q: 3 clusters Score -1.007059e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170631 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -10070642.000000 Penalty: 3953.488037
	Iteration 47Q: 3 clusters Score -1.007064e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170974 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -10070649.000000 Penalty: 3953.488037
	Iteration 48Q: 3 clusters Score -1.007065e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171310 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -10070698.000000 Penalty: 3953.488037
	Iteration 49Q: 3 clusters Score -1.00707e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171646 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -10070710.000000 Penalty: 3953.488037
	Iteration 50Q: 3 clusters Score -1.007071e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171981 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -10070757.000000 Penalty: 3953.488037
	Iteration 51Q: 3 clusters Score -1.007076e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172334 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -10070799.000000 Penalty: 3953.488037
	Iteration 52Q: 3 clusters Score -1.00708e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172695 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -10070844.000000 Penalty: 3953.488037
	Iteration 53Q: 3 clusters Score -1.007084e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173068 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -10070863.000000 Penalty: 3953.488037
	Iteration 54Q: 3 clusters Score -1.007086e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173451 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -10070878.000000 Penalty: 3953.488037
	Iteration 55Q: 3 clusters Score -1.007088e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173807 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -10070939.000000 Penalty: 3953.488037
	Iteration 56Q: 3 clusters Score -1.007094e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174151 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -10070961.000000 Penalty: 3953.488037
	Iteration 57Q: 3 clusters Score -1.007096e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174478 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -10070967.000000 Penalty: 3953.488037
	Iteration 58Q: 3 clusters Score -1.007097e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174793 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -10071000.000000 Penalty: 3953.488037
	Iteration 59Q: 3 clusters Score -1.0071e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175100 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -10071036.000000 Penalty: 3953.488037
	Iteration 60F: 3 clusters Score -1.007104e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175407 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -10071098.000000 Penalty: 3953.488037
	Iteration 61Q: 3 clusters Score -1.00711e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175693 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -10071124.000000 Penalty: 3953.488037
	Iteration 62Q: 3 clusters Score -1.007112e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175939 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -10071142.000000 Penalty: 3953.488037
	Iteration 63Q: 3 clusters Score -1.007114e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176160 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -10071152.000000 Penalty: 3953.488037
	Iteration 64Q: 3 clusters Score -1.007115e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176370 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -10071173.000000 Penalty: 3953.488037
	Iteration 65Q: 3 clusters Score -1.007117e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176581 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -10071161.000000 Penalty: 3953.488037
	Iteration 66Q: 3 clusters Score -1.007116e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176783 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -10071174.000000 Penalty: 3953.488037
	Iteration 67Q: 3 clusters Score -1.007117e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176976 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -10071179.000000 Penalty: 3953.488037
	Iteration 68Q: 3 clusters Score -1.007118e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177172 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -10071182.000000 Penalty: 3953.488037
	Iteration 69Q: 3 clusters Score -1.007118e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177369 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -10071176.000000 Penalty: 3953.488037
	Iteration 70Q: 3 clusters Score -1.007118e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177542 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -10071201.000000 Penalty: 3953.488037
	Iteration 71Q: 3 clusters Score -1.00712e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177699 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -10071225.000000 Penalty: 3953.488037
	Iteration 72Q: 3 clusters Score -1.007122e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177855 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -10071248.000000 Penalty: 3953.488037
	Iteration 73Q: 3 clusters Score -1.007125e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178014 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -10071279.000000 Penalty: 3953.488037
	Iteration 74Q: 3 clusters Score -1.007128e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178165 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -10071278.000000 Penalty: 3953.488037
	Iteration 75Q: 3 clusters Score -1.007128e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178311 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -10071256.000000 Penalty: 3953.488037
	Iteration 76Q: 3 clusters Score -1.007126e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178446 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -10071280.000000 Penalty: 3953.488037
	Iteration 77Q: 3 clusters Score -1.007128e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178586 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -10071294.000000 Penalty: 3953.488037
	Iteration 78Q: 3 clusters Score -1.007129e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178707 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -10071285.000000 Penalty: 3953.488037
	Iteration 79Q: 3 clusters Score -1.007128e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178833 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -10071301.000000 Penalty: 3953.488037
	Iteration 80F: 3 clusters Score -1.00713e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178954 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -10071270.000000 Penalty: 3953.488037
	Iteration 81Q: 3 clusters Score -1.007127e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179061 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -10071276.000000 Penalty: 3953.488037
	Iteration 82Q: 3 clusters Score -1.007128e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179170 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -10071293.000000 Penalty: 3953.488037
	Iteration 83Q: 3 clusters Score -1.007129e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179268 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -10071293.000000 Penalty: 3953.488037
	Iteration 84Q: 3 clusters Score -1.007129e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179363 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -10071321.000000 Penalty: 3953.488037
	Iteration 85Q: 3 clusters Score -1.007132e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179465 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -10071328.000000 Penalty: 3953.488037
	Iteration 86Q: 3 clusters Score -1.007133e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179561 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -10071342.000000 Penalty: 3953.488037
	Iteration 87Q: 3 clusters Score -1.007134e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179667 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -10071346.000000 Penalty: 3953.488037
	Iteration 88Q: 3 clusters Score -1.007135e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179770 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -10071358.000000 Penalty: 3953.488037
	Iteration 89Q: 3 clusters Score -1.007136e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179871 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -10071354.000000 Penalty: 3953.488037
	Iteration 90Q: 3 clusters Score -1.007135e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179961 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -10071373.000000 Penalty: 3953.488037
	Iteration 91Q: 3 clusters Score -1.007137e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180045 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -10071369.000000 Penalty: 3953.488037
	Iteration 92Q: 3 clusters Score -1.007137e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180119 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -10071382.000000 Penalty: 3953.488037
	Iteration 93Q: 3 clusters Score -1.007138e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180193 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -10071404.000000 Penalty: 3953.488037
	Iteration 94Q: 3 clusters Score -1.00714e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180247 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -10071407.000000 Penalty: 3953.488037
	Iteration 95Q: 3 clusters Score -1.007141e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180315 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -10071411.000000 Penalty: 3953.488037
	Iteration 96Q: 3 clusters Score -1.007141e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180375 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -10071400.000000 Penalty: 3953.488037
	Iteration 97Q: 3 clusters Score -1.00714e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180431 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -10071398.000000 Penalty: 3953.488037
	Iteration 98Q: 3 clusters Score -1.00714e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180477 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -10071408.000000 Penalty: 3953.488037
	Iteration 99Q: 3 clusters Score -1.007141e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180523 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -10071413.000000 Penalty: 3953.488037
	Iteration 100F: 3 clusters Score -1.007141e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180569 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -10071418.000000 Penalty: 3953.488037
	Iteration 101Q: 3 clusters Score -1.007142e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180619 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -10071415.000000 Penalty: 3953.488037
	Iteration 102Q: 3 clusters Score -1.007142e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180665 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -10071433.000000 Penalty: 3953.488037
	Iteration 103Q: 3 clusters Score -1.007143e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180718 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -10071433.000000 Penalty: 3953.488037
	Iteration 104Q: 3 clusters Score -1.007143e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180779 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -10071438.000000 Penalty: 3953.488037
	Iteration 105Q: 3 clusters Score -1.007144e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180837 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -10071417.000000 Penalty: 3953.488037
	Iteration 106Q: 3 clusters Score -1.007142e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180901 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -10071427.000000 Penalty: 3953.488037
	Iteration 107Q: 3 clusters Score -1.007143e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180954 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -10071438.000000 Penalty: 3953.488037
	Iteration 108Q: 3 clusters Score -1.007144e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181000 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -10071451.000000 Penalty: 3953.488037
	Iteration 109Q: 3 clusters Score -1.007145e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181056 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -10071468.000000 Penalty: 3953.488037
	Iteration 110Q: 3 clusters Score -1.007147e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181105 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -10071472.000000 Penalty: 3953.488037
	Iteration 111Q: 3 clusters Score -1.007147e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181139 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -10071478.000000 Penalty: 3953.488037
	Iteration 112Q: 3 clusters Score -1.007148e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181180 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -10071495.000000 Penalty: 3953.488037
	Iteration 113Q: 3 clusters Score -1.00715e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181231 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -10071486.000000 Penalty: 3953.488037
	Iteration 114Q: 3 clusters Score -1.007149e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181282 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -10071481.000000 Penalty: 3953.488037
	Iteration 115Q: 3 clusters Score -1.007148e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181323 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -10071490.000000 Penalty: 3953.488037
	Iteration 116Q: 3 clusters Score -1.007149e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181367 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -10071497.000000 Penalty: 3953.488037
	Iteration 117Q: 3 clusters Score -1.00715e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181402 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -10071498.000000 Penalty: 3953.488037
	Iteration 118Q: 3 clusters Score -1.00715e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181436 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -10071487.000000 Penalty: 3953.488037
	Iteration 119Q: 3 clusters Score -1.007149e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181470 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -10071486.000000 Penalty: 3953.488037
	Iteration 120F: 3 clusters Score -1.007149e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181502 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -10071488.000000 Penalty: 3953.488037
	Iteration 121Q: 3 clusters Score -1.007149e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181530 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -10071497.000000 Penalty: 3953.488037
	Iteration 122Q: 3 clusters Score -1.00715e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181565 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -10071503.000000 Penalty: 3953.488037
	Iteration 123Q: 3 clusters Score -1.00715e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181610 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -10071527.000000 Penalty: 3953.488037
	Iteration 124Q: 3 clusters Score -1.007153e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181649 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -10071516.000000 Penalty: 3953.488037
	Iteration 125Q: 3 clusters Score -1.007152e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181699 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -10071515.000000 Penalty: 3953.488037
	Iteration 126Q: 3 clusters Score -1.007152e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181740 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -10071513.000000 Penalty: 3953.488037
	Iteration 127Q: 3 clusters Score -1.007151e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181788 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -10071532.000000 Penalty: 3953.488037
	Iteration 128Q: 3 clusters Score -1.007153e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181831 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -10071518.000000 Penalty: 3953.488037
	Iteration 129Q: 3 clusters Score -1.007152e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181876 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -10071526.000000 Penalty: 3953.488037
	Iteration 130Q: 3 clusters Score -1.007153e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181922 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -10071510.000000 Penalty: 3953.488037
	Iteration 131Q: 3 clusters Score -1.007151e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181974 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -10071520.000000 Penalty: 3953.488037
	Iteration 132Q: 3 clusters Score -1.007152e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182025 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -10071530.000000 Penalty: 3953.488037
	Iteration 133Q: 3 clusters Score -1.007153e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182073 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -10071546.000000 Penalty: 3953.488037
	Iteration 134Q: 3 clusters Score -1.007155e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182133 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -10071564.000000 Penalty: 3953.488037
	Iteration 135Q: 3 clusters Score -1.007156e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182183 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -10071565.000000 Penalty: 3953.488037
	Iteration 136Q: 3 clusters Score -1.007156e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182232 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -10071557.000000 Penalty: 3953.488037
	Iteration 137Q: 3 clusters Score -1.007156e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182271 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -10071573.000000 Penalty: 3953.488037
	Iteration 138Q: 3 clusters Score -1.007157e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182310 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -10071561.000000 Penalty: 3953.488037
	Iteration 139Q: 3 clusters Score -1.007156e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182346 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -10071560.000000 Penalty: 3953.488037
	Iteration 140F: 3 clusters Score -1.007156e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182382 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -10071566.000000 Penalty: 3953.488037
	Iteration 141Q: 3 clusters Score -1.007157e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182415 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -10071575.000000 Penalty: 3953.488037
	Iteration 142Q: 3 clusters Score -1.007158e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182448 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -10071573.000000 Penalty: 3953.488037
	Iteration 143Q: 3 clusters Score -1.007157e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182485 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -10071574.000000 Penalty: 3953.488037
	Iteration 144Q: 3 clusters Score -1.007157e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182515 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -10071585.000000 Penalty: 3953.488037
	Iteration 145Q: 3 clusters Score -1.007158e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182544 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -10071588.000000 Penalty: 3953.488037
	Iteration 146Q: 3 clusters Score -1.007159e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182575 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -10071601.000000 Penalty: 3953.488037
	Iteration 147Q: 3 clusters Score -1.00716e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182603 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -10071593.000000 Penalty: 3953.488037
	Iteration 148Q: 3 clusters Score -1.007159e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182622 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -10071591.000000 Penalty: 3953.488037
	Iteration 149Q: 3 clusters Score -1.007159e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182640 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -10071585.000000 Penalty: 3953.488037
	Iteration 150Q: 3 clusters Score -1.007158e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182658 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -10071585.000000 Penalty: 3953.488037
	Iteration 151Q: 3 clusters Score -1.007158e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182679 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -10071579.000000 Penalty: 3953.488037
	Iteration 152Q: 3 clusters Score -1.007158e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182694 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -10071583.000000 Penalty: 3953.488037
	Iteration 153Q: 3 clusters Score -1.007158e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182707 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -10071584.000000 Penalty: 3953.488037
	Iteration 154Q: 3 clusters Score -1.007158e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182718 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -10071587.000000 Penalty: 3953.488037
	Iteration 155Q: 3 clusters Score -1.007159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182723 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -10071586.000000 Penalty: 3953.488037
	Iteration 156Q: 3 clusters Score -1.007159e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182730 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -10071581.000000 Penalty: 3953.488037
	Iteration 157Q: 3 clusters Score -1.007158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182733 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -10071585.000000 Penalty: 3953.488037
	Iteration 158Q: 3 clusters Score -1.007158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182736 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -10071581.000000 Penalty: 3953.488037
	Iteration 159Q: 3 clusters Score -1.007158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182740 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -10071579.000000 Penalty: 3953.488037
	Iteration 160F: 3 clusters Score -1.007158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182743 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -10071583.000000 Penalty: 3953.488037
	Iteration 161Q: 3 clusters Score -1.007158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182745 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -10071582.000000 Penalty: 3953.488037
	Iteration 162Q: 3 clusters Score -1.007158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182747 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -10071584.000000 Penalty: 3953.488037
	Iteration 163Q: 3 clusters Score -1.007158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182748 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -10071587.000000 Penalty: 3953.488037
	Iteration 164Q: 3 clusters Score -1.007159e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182748 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -10071587.000000 Penalty: 3953.488037
	Iteration 165F: 3 clusters Score -1.007159e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 9473 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 16797 members 
Mstep: Class 5 contains 1224 members 
Mstep: Class 7 contains 8291 members 
Mstep: Class 9 contains 1570 members 
Mstep: Class 10 contains 1916 members 
Mstep: Class 11 contains 2897 members 
Mstep: Class 13 contains 182748 members 
Mstep: Class 14 contains 208589 members 
Mstep: Class 15 contains 42169 members 
Mstep: Class 17 contains 43164 members 
Mstep: Class 18 contains 8062 members 
Mstep: Class 19 contains 32918 members 
Mstep: Class 20 contains 13456 members 
Mstep: Class 23 contains 1966 members 
Entering Unmasked Estep 
Score: -29084526.000000 Penalty: 36692.683594
Splitting cluster 13 changes total score from -29084550.000000 to -29084526.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (208589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208589 members 
Entering Unmasked Estep 
Score: -10456607.000000 Penalty: 1990.319702
	Iteration 0F: 2 clusters Score -1.045661e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104315 members 
Mstep: Class 2 contains 104274 members 
Entering Unmasked Estep 
Score: -10316412.000000 Penalty: 3980.639404
	Iteration 0F: 3 clusters Score -1.031641e+07 nChanged 100978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110547 members 
Mstep: Class 2 contains 98042 members 
Entering Unmasked Estep 
Score: -10378494.000000 Penalty: 3980.639404
	Iteration 1F: 3 clusters Score -1.037849e+07 nChanged 8637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114372 members 
Mstep: Class 2 contains 94217 members 
Entering Unmasked Estep 
Score: -10381680.000000 Penalty: 3980.639404
	Iteration 2Q: 3 clusters Score -1.038168e+07 nChanged 10387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120051 members 
Mstep: Class 2 contains 88538 members 
Entering Unmasked Estep 
Score: -10386169.000000 Penalty: 3980.639404
	Iteration 3Q: 3 clusters Score -1.038617e+07 nChanged 12687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128290 members 
Mstep: Class 2 contains 80299 members 
Entering Unmasked Estep 
Score: -10392945.000000 Penalty: 3980.639404
	Iteration 4F: 3 clusters Score -1.039294e+07 nChanged 14437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139267 members 
Mstep: Class 2 contains 69322 members 
Entering Unmasked Estep 
Score: -10402269.000000 Penalty: 3980.639404
	Iteration 5F: 3 clusters Score -1.040227e+07 nChanged 15119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152356 members 
Mstep: Class 2 contains 56233 members 
Entering Unmasked Estep 
Score: -10413882.000000 Penalty: 3980.639404
	Iteration 6F: 3 clusters Score -1.041388e+07 nChanged 14377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165841 members 
Mstep: Class 2 contains 42748 members 
Entering Unmasked Estep 
Score: -10426592.000000 Penalty: 3980.639404
	Iteration 7F: 3 clusters Score -1.042659e+07 nChanged 11676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177091 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -10437704.000000 Penalty: 3980.639404
	Iteration 8F: 3 clusters Score -1.04377e+07 nChanged 8147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184996 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -10445246.000000 Penalty: 3980.639404
	Iteration 9Q: 3 clusters Score -1.044525e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189839 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -10449729.000000 Penalty: 3980.639404
	Iteration 10Q: 3 clusters Score -1.044973e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192995 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -10452224.000000 Penalty: 3980.639404
	Iteration 11Q: 3 clusters Score -1.045222e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195241 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -10453624.000000 Penalty: 3980.639404
	Iteration 12Q: 3 clusters Score -1.045362e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197014 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -10454609.000000 Penalty: 3980.639404
	Iteration 13Q: 3 clusters Score -1.045461e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198400 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -10455307.000000 Penalty: 3980.639404
	Iteration 14Q: 3 clusters Score -1.045531e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199457 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -10455710.000000 Penalty: 3980.639404
	Iteration 15Q: 3 clusters Score -1.045571e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200270 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -10455980.000000 Penalty: 3980.639404
	Iteration 16Q: 3 clusters Score -1.045598e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200960 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -10456170.000000 Penalty: 3980.639404
	Iteration 17Q: 3 clusters Score -1.045617e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201532 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -10456288.000000 Penalty: 3980.639404
	Iteration 18Q: 3 clusters Score -1.045629e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201992 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -10456477.000000 Penalty: 3980.639404
	Iteration 19Q: 3 clusters Score -1.045648e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202373 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -10456581.000000 Penalty: 3980.639404
	Iteration 20F: 3 clusters Score -1.045658e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202684 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -10456688.000000 Penalty: 3980.639404
	Iteration 21Q: 3 clusters Score -1.045669e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202954 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -10456774.000000 Penalty: 3980.639404
	Iteration 22Q: 3 clusters Score -1.045677e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203212 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -10456826.000000 Penalty: 3980.639404
	Iteration 23Q: 3 clusters Score -1.045683e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203408 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -10456879.000000 Penalty: 3980.639404
	Iteration 24Q: 3 clusters Score -1.045688e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203579 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -10456917.000000 Penalty: 3980.639404
	Iteration 25Q: 3 clusters Score -1.045692e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203726 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -10456969.000000 Penalty: 3980.639404
	Iteration 26Q: 3 clusters Score -1.045697e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203858 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -10456966.000000 Penalty: 3980.639404
	Iteration 27Q: 3 clusters Score -1.045697e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203987 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -10456980.000000 Penalty: 3980.639404
	Iteration 28Q: 3 clusters Score -1.045698e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204089 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -10456998.000000 Penalty: 3980.639404
	Iteration 29Q: 3 clusters Score -1.0457e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204179 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -10457023.000000 Penalty: 3980.639404
	Iteration 30Q: 3 clusters Score -1.045702e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204269 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -10457055.000000 Penalty: 3980.639404
	Iteration 31Q: 3 clusters Score -1.045706e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204353 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -10457081.000000 Penalty: 3980.639404
	Iteration 32Q: 3 clusters Score -1.045708e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204421 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -10457090.000000 Penalty: 3980.639404
	Iteration 33Q: 3 clusters Score -1.045709e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204473 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -10457093.000000 Penalty: 3980.639404
	Iteration 34Q: 3 clusters Score -1.045709e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204511 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -10457121.000000 Penalty: 3980.639404
	Iteration 35Q: 3 clusters Score -1.045712e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204543 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -10457133.000000 Penalty: 3980.639404
	Iteration 36Q: 3 clusters Score -1.045713e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204569 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -10457129.000000 Penalty: 3980.639404
	Iteration 37Q: 3 clusters Score -1.045713e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204597 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -10457141.000000 Penalty: 3980.639404
	Iteration 38Q: 3 clusters Score -1.045714e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204620 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -10457141.000000 Penalty: 3980.639404
	Iteration 39Q: 3 clusters Score -1.045714e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204643 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -10457143.000000 Penalty: 3980.639404
	Iteration 40F: 3 clusters Score -1.045714e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204668 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -10457168.000000 Penalty: 3980.639404
	Iteration 41Q: 3 clusters Score -1.045717e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204684 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -10457159.000000 Penalty: 3980.639404
	Iteration 42Q: 3 clusters Score -1.045716e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204694 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -10457159.000000 Penalty: 3980.639404
	Iteration 43Q: 3 clusters Score -1.045716e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204704 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -10457159.000000 Penalty: 3980.639404
	Iteration 44Q: 3 clusters Score -1.045716e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204718 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -10457172.000000 Penalty: 3980.639404
	Iteration 45Q: 3 clusters Score -1.045717e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204728 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -10457181.000000 Penalty: 3980.639404
	Iteration 46Q: 3 clusters Score -1.045718e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204736 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -10457177.000000 Penalty: 3980.639404
	Iteration 47Q: 3 clusters Score -1.045718e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204746 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -10457178.000000 Penalty: 3980.639404
	Iteration 48Q: 3 clusters Score -1.045718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204753 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -10457176.000000 Penalty: 3980.639404
	Iteration 49Q: 3 clusters Score -1.045718e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204759 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -10457182.000000 Penalty: 3980.639404
	Iteration 50Q: 3 clusters Score -1.045718e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204763 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -10457181.000000 Penalty: 3980.639404
	Iteration 51Q: 3 clusters Score -1.045718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204768 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -10457180.000000 Penalty: 3980.639404
	Iteration 52Q: 3 clusters Score -1.045718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204775 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -10457182.000000 Penalty: 3980.639404
	Iteration 53Q: 3 clusters Score -1.045718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204777 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -10457186.000000 Penalty: 3980.639404
	Iteration 54Q: 3 clusters Score -1.045719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204777 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -10457186.000000 Penalty: 3980.639404
	Iteration 55F: 3 clusters Score -1.045719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 9473 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 16797 members 
Mstep: Class 5 contains 1224 members 
Mstep: Class 7 contains 8291 members 
Mstep: Class 9 contains 1570 members 
Mstep: Class 10 contains 1916 members 
Mstep: Class 11 contains 2897 members 
Mstep: Class 13 contains 191871 members 
Mstep: Class 14 contains 204777 members 
Mstep: Class 15 contains 42169 members 
Mstep: Class 17 contains 43164 members 
Mstep: Class 18 contains 8062 members 
Mstep: Class 19 contains 32918 members 
Mstep: Class 20 contains 13456 members 
Mstep: Class 23 contains 1966 members 
Entering Unmasked Estep 
Score: -29085076.000000 Penalty: 36692.683594
Splitting cluster 14 changes total score from -29084550.000000 to -29085076.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 15 (42169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Entering Unmasked Estep 
Score: -2138097.750000 Penalty: 1730.534180
	Iteration 0F: 2 clusters Score -2138098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -2109736.750000 Penalty: 3461.068359
	Iteration 0F: 3 clusters Score -2109737 nChanged 19774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -2120832.000000 Penalty: 3461.068359
	Iteration 1F: 3 clusters Score -2120832 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -2121435.000000 Penalty: 3461.068359
	Iteration 2Q: 3 clusters Score -2121435 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -2122108.000000 Penalty: 3461.068359
	Iteration 3Q: 3 clusters Score -2122108 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2122936.750000 Penalty: 3461.068359
	Iteration 4Q: 3 clusters Score -2122937 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2124055.000000 Penalty: 3461.068359
	Iteration 5F: 3 clusters Score -2124055 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2125560.000000 Penalty: 3461.068359
	Iteration 6F: 3 clusters Score -2125560 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2127362.500000 Penalty: 3461.068359
	Iteration 7F: 3 clusters Score -2127362 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2129127.000000 Penalty: 3461.068359
	Iteration 8F: 3 clusters Score -2129127 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -2130645.500000 Penalty: 3461.068359
	Iteration 9Q: 3 clusters Score -2130646 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -2131758.750000 Penalty: 3461.068359
	Iteration 10Q: 3 clusters Score -2131759 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2132565.750000 Penalty: 3461.068359
	Iteration 11Q: 3 clusters Score -2132566 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -2133196.500000 Penalty: 3461.068359
	Iteration 12Q: 3 clusters Score -2133196 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -2133734.750000 Penalty: 3461.068359
	Iteration 13Q: 3 clusters Score -2133735 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -2134240.750000 Penalty: 3461.068359
	Iteration 14Q: 3 clusters Score -2134241 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2134729.750000 Penalty: 3461.068359
	Iteration 15Q: 3 clusters Score -2134730 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2135132.750000 Penalty: 3461.068359
	Iteration 16Q: 3 clusters Score -2135133 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2135512.750000 Penalty: 3461.068359
	Iteration 17Q: 3 clusters Score -2135513 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2135826.000000 Penalty: 3461.068359
	Iteration 18Q: 3 clusters Score -2135826 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2136051.750000 Penalty: 3461.068359
	Iteration 19Q: 3 clusters Score -2136052 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2136204.000000 Penalty: 3461.068359
	Iteration 20F: 3 clusters Score -2136204 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2136311.000000 Penalty: 3461.068359
	Iteration 21Q: 3 clusters Score -2136311 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2136405.750000 Penalty: 3461.068359
	Iteration 22Q: 3 clusters Score -2136406 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2136481.250000 Penalty: 3461.068359
	Iteration 23Q: 3 clusters Score -2136481 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2136524.750000 Penalty: 3461.068359
	Iteration 24Q: 3 clusters Score -2136525 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41247 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2136555.750000 Penalty: 3461.068359
	Iteration 25Q: 3 clusters Score -2136556 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2136580.000000 Penalty: 3461.068359
	Iteration 26Q: 3 clusters Score -2136580 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2136600.000000 Penalty: 3461.068359
	Iteration 27Q: 3 clusters Score -2136600 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2136616.500000 Penalty: 3461.068359
	Iteration 28Q: 3 clusters Score -2136616 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2136637.750000 Penalty: 3461.068359
	Iteration 29Q: 3 clusters Score -2136638 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2136655.250000 Penalty: 3461.068359
	Iteration 30Q: 3 clusters Score -2136655 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2136670.250000 Penalty: 3461.068359
	Iteration 31Q: 3 clusters Score -2136670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2136677.500000 Penalty: 3461.068359
	Iteration 32Q: 3 clusters Score -2136678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2136683.500000 Penalty: 3461.068359
	Iteration 33Q: 3 clusters Score -2136684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2136684.750000 Penalty: 3461.068359
	Iteration 34Q: 3 clusters Score -2136685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2136690.000000 Penalty: 3461.068359
	Iteration 35Q: 3 clusters Score -2136690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2136696.250000 Penalty: 3461.068359
	Iteration 36Q: 3 clusters Score -2136696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2136696.500000 Penalty: 3461.068359
	Iteration 37Q: 3 clusters Score -2136696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41470 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2136700.500000 Penalty: 3461.068359
	Iteration 38Q: 3 clusters Score -2136700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41477 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2136704.500000 Penalty: 3461.068359
	Iteration 39Q: 3 clusters Score -2136704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2136712.000000 Penalty: 3461.068359
	Iteration 40F: 3 clusters Score -2136712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41488 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2136712.250000 Penalty: 3461.068359
	Iteration 41Q: 3 clusters Score -2136712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2136712.000000 Penalty: 3461.068359
	Iteration 42Q: 3 clusters Score -2136712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2136712.500000 Penalty: 3461.068359
	Iteration 43Q: 3 clusters Score -2136712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2136714.750000 Penalty: 3461.068359
	Iteration 44Q: 3 clusters Score -2136715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2136721.250000 Penalty: 3461.068359
	Iteration 45Q: 3 clusters Score -2136721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41507 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2136721.750000 Penalty: 3461.068359
	Iteration 46Q: 3 clusters Score -2136722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2136725.000000 Penalty: 3461.068359
	Iteration 47Q: 3 clusters Score -2136725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2136734.000000 Penalty: 3461.068359
	Iteration 48Q: 3 clusters Score -2136734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2136734.250000 Penalty: 3461.068359
	Iteration 49Q: 3 clusters Score -2136734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2136734.000000 Penalty: 3461.068359
	Iteration 50Q: 3 clusters Score -2136734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2136733.250000 Penalty: 3461.068359
	Iteration 51Q: 3 clusters Score -2136733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2136733.750000 Penalty: 3461.068359
	Iteration 52Q: 3 clusters Score -2136734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2136733.500000 Penalty: 3461.068359
	Iteration 53Q: 3 clusters Score -2136734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2136734.750000 Penalty: 3461.068359
	Iteration 54Q: 3 clusters Score -2136735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2136734.500000 Penalty: 3461.068359
	Iteration 55Q: 3 clusters Score -2136734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2136734.000000 Penalty: 3461.068359
	Iteration 56Q: 3 clusters Score -2136734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2136737.750000 Penalty: 3461.068359
	Iteration 57Q: 3 clusters Score -2136738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2136737.000000 Penalty: 3461.068359
	Iteration 58Q: 3 clusters Score -2136737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2136737.000000 Penalty: 3461.068359
	Iteration 59F: 3 clusters Score -2136737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Entering Unmasked Estep 
Score: -2234242.500000 Penalty: 1734.323853
	Iteration 0F: 2 clusters Score -2234242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -2205251.500000 Penalty: 3468.647705
	Iteration 0F: 3 clusters Score -2205252 nChanged 20158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -2216258.000000 Penalty: 3468.647705
	Iteration 1F: 3 clusters Score -2216258 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -2216576.500000 Penalty: 3468.647705
	Iteration 2Q: 3 clusters Score -2216576 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -2216913.500000 Penalty: 3468.647705
	Iteration 3Q: 3 clusters Score -2216914 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -2217282.500000 Penalty: 3468.647705
	Iteration 4Q: 3 clusters Score -2217282 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -2217790.750000 Penalty: 3468.647705
	Iteration 5Q: 3 clusters Score -2217791 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -2218583.250000 Penalty: 3468.647705
	Iteration 6Q: 3 clusters Score -2218583 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -2219903.250000 Penalty: 3468.647705
	Iteration 7F: 3 clusters Score -2219903 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2221899.750000 Penalty: 3468.647705
	Iteration 8F: 3 clusters Score -2221900 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2224555.000000 Penalty: 3468.647705
	Iteration 9F: 3 clusters Score -2224555 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37047 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -2227595.750000 Penalty: 3468.647705
	Iteration 10F: 3 clusters Score -2227596 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2229973.500000 Penalty: 3468.647705
	Iteration 11F: 3 clusters Score -2229974 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2231312.750000 Penalty: 3468.647705
	Iteration 12Q: 3 clusters Score -2231313 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2231976.250000 Penalty: 3468.647705
	Iteration 13Q: 3 clusters Score -2231976 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2232344.750000 Penalty: 3468.647705
	Iteration 14Q: 3 clusters Score -2232345 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42293 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2232544.250000 Penalty: 3468.647705
	Iteration 15Q: 3 clusters Score -2232544 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2232676.500000 Penalty: 3468.647705
	Iteration 16Q: 3 clusters Score -2232676 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2232739.250000 Penalty: 3468.647705
	Iteration 17Q: 3 clusters Score -2232739 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2232772.000000 Penalty: 3468.647705
	Iteration 18Q: 3 clusters Score -2232772 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2232794.250000 Penalty: 3468.647705
	Iteration 19Q: 3 clusters Score -2232794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2232802.250000 Penalty: 3468.647705
	Iteration 20F: 3 clusters Score -2232802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2232803.750000 Penalty: 3468.647705
	Iteration 21Q: 3 clusters Score -2232804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2232811.500000 Penalty: 3468.647705
	Iteration 22Q: 3 clusters Score -2232812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2232813.000000 Penalty: 3468.647705
	Iteration 23Q: 3 clusters Score -2232813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2232819.500000 Penalty: 3468.647705
	Iteration 24Q: 3 clusters Score -2232820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2232822.250000 Penalty: 3468.647705
	Iteration 25Q: 3 clusters Score -2232822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2232820.250000 Penalty: 3468.647705
	Iteration 26Q: 3 clusters Score -2232820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42556 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2232825.250000 Penalty: 3468.647705
	Iteration 27Q: 3 clusters Score -2232825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42559 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2232825.250000 Penalty: 3468.647705
	Iteration 28Q: 3 clusters Score -2232825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2232826.500000 Penalty: 3468.647705
	Iteration 29Q: 3 clusters Score -2232826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2232822.250000 Penalty: 3468.647705
	Iteration 30Q: 3 clusters Score -2232822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2232822.250000 Penalty: 3468.647705
	Iteration 31F: 3 clusters Score -2232822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Entering Unmasked Estep 
Score: -441717.156250 Penalty: 1461.673950
	Iteration 0F: 2 clusters Score -441717.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -435844.312500 Penalty: 2923.347900
	Iteration 0F: 3 clusters Score -435844.3 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -437582.875000 Penalty: 2923.347900
	Iteration 1F: 3 clusters Score -437582.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -437825.156250 Penalty: 2923.347900
	Iteration 2F: 3 clusters Score -437825.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -438049.062500 Penalty: 2923.347900
	Iteration 3F: 3 clusters Score -438049.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -438238.000000 Penalty: 2923.347900
	Iteration 4Q: 3 clusters Score -438238 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -438461.218750 Penalty: 2923.347900
	Iteration 5Q: 3 clusters Score -438461.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -438715.656250 Penalty: 2923.347900
	Iteration 6Q: 3 clusters Score -438715.7 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -439001.562500 Penalty: 2923.347900
	Iteration 7F: 3 clusters Score -439001.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -439270.687500 Penalty: 2923.347900
	Iteration 8F: 3 clusters Score -439270.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -439538.718750 Penalty: 2923.347900
	Iteration 9Q: 3 clusters Score -439538.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -439793.312500 Penalty: 2923.347900
	Iteration 10Q: 3 clusters Score -439793.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -440008.125000 Penalty: 2923.347900
	Iteration 11Q: 3 clusters Score -440008.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -440178.250000 Penalty: 2923.347900
	Iteration 12Q: 3 clusters Score -440178.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -440320.250000 Penalty: 2923.347900
	Iteration 13Q: 3 clusters Score -440320.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -440408.562500 Penalty: 2923.347900
	Iteration 14Q: 3 clusters Score -440408.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -440457.937500 Penalty: 2923.347900
	Iteration 15Q: 3 clusters Score -440457.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -440486.343750 Penalty: 2923.347900
	Iteration 16Q: 3 clusters Score -440486.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -440506.062500 Penalty: 2923.347900
	Iteration 17Q: 3 clusters Score -440506.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -440516.437500 Penalty: 2923.347900
	Iteration 18Q: 3 clusters Score -440516.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -440520.812500 Penalty: 2923.347900
	Iteration 19Q: 3 clusters Score -440520.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -440527.468750 Penalty: 2923.347900
	Iteration 20F: 3 clusters Score -440527.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -440530.812500 Penalty: 2923.347900
	Iteration 21Q: 3 clusters Score -440530.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -440538.062500 Penalty: 2923.347900
	Iteration 22Q: 3 clusters Score -440538.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -440542.562500 Penalty: 2923.347900
	Iteration 23Q: 3 clusters Score -440542.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -440544.218750 Penalty: 2923.347900
	Iteration 24Q: 3 clusters Score -440544.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -440545.375000 Penalty: 2923.347900
	Iteration 25Q: 3 clusters Score -440545.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -440545.093750 Penalty: 2923.347900
	Iteration 26Q: 3 clusters Score -440545.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -440546.750000 Penalty: 2923.347900
	Iteration 27Q: 3 clusters Score -440546.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -440546.656250 Penalty: 2923.347900
	Iteration 28Q: 3 clusters Score -440546.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -440547.906250 Penalty: 2923.347900
	Iteration 29Q: 3 clusters Score -440547.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -440547.906250 Penalty: 2923.347900
	Iteration 30F: 3 clusters Score -440547.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Entering Unmasked Estep 
Score: -1747751.250000 Penalty: 1690.288452
	Iteration 0F: 2 clusters Score -1747751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -1725487.250000 Penalty: 3380.576904
	Iteration 0F: 3 clusters Score -1725487 nChanged 15257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -1734117.500000 Penalty: 3380.576904
	Iteration 1F: 3 clusters Score -1734118 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -1734493.375000 Penalty: 3380.576904
	Iteration 2Q: 3 clusters Score -1734493 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -1734858.000000 Penalty: 3380.576904
	Iteration 3Q: 3 clusters Score -1734858 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -1735276.375000 Penalty: 3380.576904
	Iteration 4Q: 3 clusters Score -1735276 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -1735728.875000 Penalty: 3380.576904
	Iteration 5Q: 3 clusters Score -1735729 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -1736259.000000 Penalty: 3380.576904
	Iteration 6Q: 3 clusters Score -1736259 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -1736919.000000 Penalty: 3380.576904
	Iteration 7Q: 3 clusters Score -1736919 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -1737779.375000 Penalty: 3380.576904
	Iteration 8Q: 3 clusters Score -1737779 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -1738871.250000 Penalty: 3380.576904
	Iteration 9Q: 3 clusters Score -1738871 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -1740367.625000 Penalty: 3380.576904
	Iteration 10F: 3 clusters Score -1740368 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -1741980.375000 Penalty: 3380.576904
	Iteration 11Q: 3 clusters Score -1741980 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -1743088.500000 Penalty: 3380.576904
	Iteration 12Q: 3 clusters Score -1743088 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -1743714.375000 Penalty: 3380.576904
	Iteration 13Q: 3 clusters Score -1743714 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -1744117.625000 Penalty: 3380.576904
	Iteration 14Q: 3 clusters Score -1744118 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -1744488.625000 Penalty: 3380.576904
	Iteration 15Q: 3 clusters Score -1744489 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -1744804.500000 Penalty: 3380.576904
	Iteration 16Q: 3 clusters Score -1744804 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -1745123.625000 Penalty: 3380.576904
	Iteration 17Q: 3 clusters Score -1745124 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -1745401.125000 Penalty: 3380.576904
	Iteration 18Q: 3 clusters Score -1745401 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -1745644.750000 Penalty: 3380.576904
	Iteration 19Q: 3 clusters Score -1745645 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -1745813.875000 Penalty: 3380.576904
	Iteration 20F: 3 clusters Score -1745814 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -1745955.125000 Penalty: 3380.576904
	Iteration 21Q: 3 clusters Score -1745955 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -1746051.375000 Penalty: 3380.576904
	Iteration 22Q: 3 clusters Score -1746051 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -1746123.250000 Penalty: 3380.576904
	Iteration 23Q: 3 clusters Score -1746123 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -1746181.750000 Penalty: 3380.576904
	Iteration 24Q: 3 clusters Score -1746182 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -1746240.000000 Penalty: 3380.576904
	Iteration 25Q: 3 clusters Score -1746240 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -1746288.000000 Penalty: 3380.576904
	Iteration 26Q: 3 clusters Score -1746288 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -1746326.125000 Penalty: 3380.576904
	Iteration 27Q: 3 clusters Score -1746326 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 31533 members 
Entering Unmasked Estep 
Score: -1746358.375000 Penalty: 3380.576904
	Iteration 28Q: 3 clusters Score -1746358 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -1746387.875000 Penalty: 3380.576904
	Iteration 29Q: 3 clusters Score -1746388 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -1746411.375000 Penalty: 3380.576904
	Iteration 30Q: 3 clusters Score -1746411 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
Score: -1746423.375000 Penalty: 3380.576904
	Iteration 31Q: 3 clusters Score -1746423 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -1746441.750000 Penalty: 3380.576904
	Iteration 32Q: 3 clusters Score -1746442 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -1746457.625000 Penalty: 3380.576904
	Iteration 33Q: 3 clusters Score -1746458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -1746467.375000 Penalty: 3380.576904
	Iteration 34Q: 3 clusters Score -1746467 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -1746473.875000 Penalty: 3380.576904
	Iteration 35Q: 3 clusters Score -1746474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -1746484.875000 Penalty: 3380.576904
	Iteration 36Q: 3 clusters Score -1746485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -1746488.250000 Penalty: 3380.576904
	Iteration 37Q: 3 clusters Score -1746488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -1746496.000000 Penalty: 3380.576904
	Iteration 38Q: 3 clusters Score -1746496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -1746499.500000 Penalty: 3380.576904
	Iteration 39Q: 3 clusters Score -1746500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -1746504.250000 Penalty: 3380.576904
	Iteration 40F: 3 clusters Score -1746504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -1746505.875000 Penalty: 3380.576904
	Iteration 41Q: 3 clusters Score -1746506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -1746509.250000 Penalty: 3380.576904
	Iteration 42Q: 3 clusters Score -1746509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -1746510.875000 Penalty: 3380.576904
	Iteration 43Q: 3 clusters Score -1746511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -1746517.250000 Penalty: 3380.576904
	Iteration 44Q: 3 clusters Score -1746517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -1746523.875000 Penalty: 3380.576904
	Iteration 45Q: 3 clusters Score -1746524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -1746524.750000 Penalty: 3380.576904
	Iteration 46Q: 3 clusters Score -1746525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -1746525.125000 Penalty: 3380.576904
	Iteration 47Q: 3 clusters Score -1746525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -1746525.125000 Penalty: 3380.576904
	Iteration 48Q: 3 clusters Score -1746525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -1746524.250000 Penalty: 3380.576904
	Iteration 49Q: 3 clusters Score -1746524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -1746527.250000 Penalty: 3380.576904
	Iteration 50Q: 3 clusters Score -1746527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -1746527.250000 Penalty: 3380.576904
	Iteration 51F: 3 clusters Score -1746527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Entering Unmasked Estep 
Score: -667049.750000 Penalty: 1544.916748
	Iteration 0F: 2 clusters Score -667049.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -657606.187500 Penalty: 3089.833496
	Iteration 0F: 3 clusters Score -657606.2 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -660826.000000 Penalty: 3089.833496
	Iteration 1F: 3 clusters Score -660826 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -661053.562500 Penalty: 3089.833496
	Iteration 2F: 3 clusters Score -661053.6 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -661207.000000 Penalty: 3089.833496
	Iteration 3Q: 3 clusters Score -661207 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -661320.250000 Penalty: 3089.833496
	Iteration 4Q: 3 clusters Score -661320.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -661422.812500 Penalty: 3089.833496
	Iteration 5Q: 3 clusters Score -661422.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -661509.000000 Penalty: 3089.833496
	Iteration 6Q: 3 clusters Score -661509 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -661600.312500 Penalty: 3089.833496
	Iteration 7Q: 3 clusters Score -661600.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -661701.812500 Penalty: 3089.833496
	Iteration 8Q: 3 clusters Score -661701.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -661842.312500 Penalty: 3089.833496
	Iteration 9Q: 3 clusters Score -661842.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -662038.125000 Penalty: 3089.833496
	Iteration 10Q: 3 clusters Score -662038.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -662262.125000 Penalty: 3089.833496
	Iteration 11Q: 3 clusters Score -662262.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -662523.312500 Penalty: 3089.833496
	Iteration 12Q: 3 clusters Score -662523.3 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -662862.000000 Penalty: 3089.833496
	Iteration 13Q: 3 clusters Score -662862 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -663258.937500 Penalty: 3089.833496
	Iteration 14Q: 3 clusters Score -663258.9 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -663696.937500 Penalty: 3089.833496
	Iteration 15Q: 3 clusters Score -663696.9 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -664174.562500 Penalty: 3089.833496
	Iteration 16Q: 3 clusters Score -664174.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -664608.562500 Penalty: 3089.833496
	Iteration 17Q: 3 clusters Score -664608.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -664940.812500 Penalty: 3089.833496
	Iteration 18Q: 3 clusters Score -664940.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -665176.687500 Penalty: 3089.833496
	Iteration 19Q: 3 clusters Score -665176.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -665354.437500 Penalty: 3089.833496
	Iteration 20F: 3 clusters Score -665354.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -665475.000000 Penalty: 3089.833496
	Iteration 21Q: 3 clusters Score -665475 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -665544.187500 Penalty: 3089.833496
	Iteration 22Q: 3 clusters Score -665544.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -665572.125000 Penalty: 3089.833496
	Iteration 23Q: 3 clusters Score -665572.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -665598.000000 Penalty: 3089.833496
	Iteration 24Q: 3 clusters Score -665598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -665617.187500 Penalty: 3089.833496
	Iteration 25Q: 3 clusters Score -665617.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -665628.125000 Penalty: 3089.833496
	Iteration 26Q: 3 clusters Score -665628.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -665636.312500 Penalty: 3089.833496
	Iteration 27Q: 3 clusters Score -665636.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -665640.750000 Penalty: 3089.833496
	Iteration 28Q: 3 clusters Score -665640.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -665643.562500 Penalty: 3089.833496
	Iteration 29Q: 3 clusters Score -665643.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -665653.000000 Penalty: 3089.833496
	Iteration 30Q: 3 clusters Score -665653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -665657.312500 Penalty: 3089.833496
	Iteration 31Q: 3 clusters Score -665657.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -665664.687500 Penalty: 3089.833496
	Iteration 32Q: 3 clusters Score -665664.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -665671.562500 Penalty: 3089.833496
	Iteration 33Q: 3 clusters Score -665671.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -665678.625000 Penalty: 3089.833496
	Iteration 34Q: 3 clusters Score -665678.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -665684.000000 Penalty: 3089.833496
	Iteration 35Q: 3 clusters Score -665684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -665691.937500 Penalty: 3089.833496
	Iteration 36Q: 3 clusters Score -665691.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -665697.750000 Penalty: 3089.833496
	Iteration 37Q: 3 clusters Score -665697.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -665700.875000 Penalty: 3089.833496
	Iteration 38Q: 3 clusters Score -665700.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -665702.500000 Penalty: 3089.833496
	Iteration 39Q: 3 clusters Score -665702.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -665708.500000 Penalty: 3089.833496
	Iteration 40F: 3 clusters Score -665708.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -665708.250000 Penalty: 3089.833496
	Iteration 41Q: 3 clusters Score -665708.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -665708.250000 Penalty: 3089.833496
	Iteration 42F: 3 clusters Score -665708.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Entering Unmasked Estep 
Score: -84115.398438 Penalty: 1232.360474
	Iteration 0F: 2 clusters Score -84115.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -82086.398438 Penalty: 2464.720947
	Iteration 0F: 3 clusters Score -82086.4 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -82532.132812 Penalty: 2464.720947
	Iteration 1F: 3 clusters Score -82532.13 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -82648.250000 Penalty: 2464.720947
	Iteration 2F: 3 clusters Score -82648.25 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -82740.945312 Penalty: 2464.720947
	Iteration 3F: 3 clusters Score -82740.95 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -82808.343750 Penalty: 2464.720947
	Iteration 4Q: 3 clusters Score -82808.34 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -82867.750000 Penalty: 2464.720947
	Iteration 5Q: 3 clusters Score -82867.75 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -82908.398438 Penalty: 2464.720947
	Iteration 6Q: 3 clusters Score -82908.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -82946.562500 Penalty: 2464.720947
	Iteration 7Q: 3 clusters Score -82946.56 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -82983.937500 Penalty: 2464.720947
	Iteration 8Q: 3 clusters Score -82983.94 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -83012.296875 Penalty: 2464.720947
	Iteration 9Q: 3 clusters Score -83012.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -83032.734375 Penalty: 2464.720947
	Iteration 10Q: 3 clusters Score -83032.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -83045.187500 Penalty: 2464.720947
	Iteration 11Q: 3 clusters Score -83045.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -83053.585938 Penalty: 2464.720947
	Iteration 12Q: 3 clusters Score -83053.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -83058.890625 Penalty: 2464.720947
	Iteration 13Q: 3 clusters Score -83058.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -83064.992188 Penalty: 2464.720947
	Iteration 14Q: 3 clusters Score -83064.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -83069.851562 Penalty: 2464.720947
	Iteration 15Q: 3 clusters Score -83069.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -83076.117188 Penalty: 2464.720947
	Iteration 16Q: 3 clusters Score -83076.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -83085.703125 Penalty: 2464.720947
	Iteration 17Q: 3 clusters Score -83085.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -83093.210938 Penalty: 2464.720947
	Iteration 18Q: 3 clusters Score -83093.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -83097.109375 Penalty: 2464.720947
	Iteration 19Q: 3 clusters Score -83097.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -83101.304688 Penalty: 2464.720947
	Iteration 20F: 3 clusters Score -83101.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -83104.328125 Penalty: 2464.720947
	Iteration 21Q: 3 clusters Score -83104.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -83107.328125 Penalty: 2464.720947
	Iteration 22Q: 3 clusters Score -83107.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -83109.164062 Penalty: 2464.720947
	Iteration 23Q: 3 clusters Score -83109.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -83111.468750 Penalty: 2464.720947
	Iteration 24Q: 3 clusters Score -83111.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -83113.492188 Penalty: 2464.720947
	Iteration 25Q: 3 clusters Score -83113.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -83113.984375 Penalty: 2464.720947
	Iteration 26Q: 3 clusters Score -83113.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -83114.656250 Penalty: 2464.720947
	Iteration 27Q: 3 clusters Score -83114.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -83114.906250 Penalty: 2464.720947
	Iteration 28Q: 3 clusters Score -83114.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -83115.093750 Penalty: 2464.720947
	Iteration 29Q: 3 clusters Score -83115.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -83115.093750 Penalty: 2464.720947
	Iteration 30F: 3 clusters Score -83115.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 9473 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 16797 members 
Mstep: Class 5 contains 1224 members 
Mstep: Class 7 contains 8291 members 
Mstep: Class 9 contains 1570 members 
Mstep: Class 10 contains 1916 members 
Mstep: Class 11 contains 2897 members 
Mstep: Class 13 contains 191871 members 
Mstep: Class 14 contains 204777 members 
Mstep: Class 15 contains 42169 members 
Mstep: Class 17 contains 43164 members 
Mstep: Class 18 contains 8062 members 
Mstep: Class 19 contains 32918 members 
Mstep: Class 20 contains 13456 members 
Mstep: Class 23 contains 1966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085262.000000 Penalty: 36692.683594
Iteration 119Q: 18 clusters Score -2.908526e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 9473 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 16898 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 7 contains 8258 members 
Mstep: Class 9 contains 1551 members 
Mstep: Class 10 contains 1891 members 
Mstep: Class 11 contains 2894 members 
Mstep: Class 13 contains 191892 members 
Mstep: Class 14 contains 204608 members 
Mstep: Class 15 contains 42142 members 
Mstep: Class 17 contains 43445 members 
Mstep: Class 18 contains 8065 members 
Mstep: Class 19 contains 32904 members 
Mstep: Class 20 contains 13367 members 
Mstep: Class 23 contains 1968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085788.000000 Penalty: 36692.683594
Iteration 120F: 18 clusters Score -2.908579e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 9472 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 16981 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 7 contains 8234 members 
Mstep: Class 9 contains 1543 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 2894 members 
Mstep: Class 13 contains 191847 members 
Mstep: Class 14 contains 204492 members 
Mstep: Class 15 contains 42130 members 
Mstep: Class 17 contains 43336 members 
Mstep: Class 18 contains 8067 members 
Mstep: Class 19 contains 32889 members 
Mstep: Class 20 contains 13315 members 
Mstep: Class 23 contains 1973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29085986.000000 Penalty: 36692.683594
Iteration 121Q: 18 clusters Score -2.908599e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 9471 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 17067 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8211 members 
Mstep: Class 9 contains 1533 members 
Mstep: Class 10 contains 1834 members 
Mstep: Class 11 contains 2902 members 
Mstep: Class 13 contains 191785 members 
Mstep: Class 14 contains 204485 members 
Mstep: Class 15 contains 42126 members 
Mstep: Class 17 contains 43196 members 
Mstep: Class 18 contains 8072 members 
Mstep: Class 19 contains 32873 members 
Mstep: Class 20 contains 13286 members 
Mstep: Class 23 contains 1979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086142.000000 Penalty: 36692.683594
Iteration 122Q: 18 clusters Score -2.908614e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 9470 members 
Mstep: Class 3 contains 2426 members 
Mstep: Class 4 contains 17145 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 7 contains 8192 members 
Mstep: Class 9 contains 1517 members 
Mstep: Class 10 contains 1801 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 13 contains 191732 members 
Mstep: Class 14 contains 204499 members 
Mstep: Class 15 contains 42119 members 
Mstep: Class 17 contains 43045 members 
Mstep: Class 18 contains 8077 members 
Mstep: Class 19 contains 32865 members 
Mstep: Class 20 contains 13257 members 
Mstep: Class 23 contains 1982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086212.000000 Penalty: 36692.683594
Iteration 123Q: 18 clusters Score -2.908621e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 9469 members 
Mstep: Class 3 contains 2427 members 
Mstep: Class 4 contains 17221 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 7 contains 8169 members 
Mstep: Class 9 contains 1501 members 
Mstep: Class 10 contains 1780 members 
Mstep: Class 11 contains 2909 members 
Mstep: Class 13 contains 191687 members 
Mstep: Class 14 contains 204539 members 
Mstep: Class 15 contains 42116 members 
Mstep: Class 17 contains 42888 members 
Mstep: Class 18 contains 8080 members 
Mstep: Class 19 contains 32861 members 
Mstep: Class 20 contains 13236 members 
Mstep: Class 23 contains 1982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086350.000000 Penalty: 36692.683594
Iteration 124Q: 18 clusters Score -2.908635e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 9469 members 
Mstep: Class 3 contains 2430 members 
Mstep: Class 4 contains 17283 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 7 contains 8163 members 
Mstep: Class 9 contains 1481 members 
Mstep: Class 10 contains 1760 members 
Mstep: Class 11 contains 2913 members 
Mstep: Class 13 contains 191639 members 
Mstep: Class 14 contains 204563 members 
Mstep: Class 15 contains 42111 members 
Mstep: Class 17 contains 42750 members 
Mstep: Class 18 contains 8082 members 
Mstep: Class 19 contains 32855 members 
Mstep: Class 20 contains 13219 members 
Mstep: Class 23 contains 1984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086386.000000 Penalty: 36692.683594
Iteration 125Q: 18 clusters Score -2.908639e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 9469 members 
Mstep: Class 3 contains 2432 members 
Mstep: Class 4 contains 17337 members 
Mstep: Class 5 contains 1211 members 
Mstep: Class 7 contains 8156 members 
Mstep: Class 9 contains 1470 members 
Mstep: Class 10 contains 1748 members 
Mstep: Class 11 contains 2917 members 
Mstep: Class 13 contains 191599 members 
Mstep: Class 14 contains 204573 members 
Mstep: Class 15 contains 42108 members 
Mstep: Class 17 contains 42624 members 
Mstep: Class 18 contains 8083 members 
Mstep: Class 19 contains 32844 members 
Mstep: Class 20 contains 13207 members 
Mstep: Class 23 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086396.000000 Penalty: 36692.683594
Iteration 126Q: 18 clusters Score -2.90864e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 9469 members 
Mstep: Class 3 contains 2432 members 
Mstep: Class 4 contains 17378 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8148 members 
Mstep: Class 9 contains 1457 members 
Mstep: Class 10 contains 1738 members 
Mstep: Class 11 contains 2922 members 
Mstep: Class 13 contains 191571 members 
Mstep: Class 14 contains 204574 members 
Mstep: Class 15 contains 42107 members 
Mstep: Class 17 contains 42527 members 
Mstep: Class 18 contains 8085 members 
Mstep: Class 19 contains 32837 members 
Mstep: Class 20 contains 13202 members 
Mstep: Class 23 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086488.000000 Penalty: 36692.683594
Iteration 127Q: 18 clusters Score -2.908649e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 9469 members 
Mstep: Class 3 contains 2432 members 
Mstep: Class 4 contains 17413 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8142 members 
Mstep: Class 9 contains 1450 members 
Mstep: Class 10 contains 1727 members 
Mstep: Class 11 contains 2923 members 
Mstep: Class 13 contains 191551 members 
Mstep: Class 14 contains 204558 members 
Mstep: Class 15 contains 42105 members 
Mstep: Class 17 contains 42455 members 
Mstep: Class 18 contains 8085 members 
Mstep: Class 19 contains 32831 members 
Mstep: Class 20 contains 13197 members 
Mstep: Class 23 contains 1986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086506.000000 Penalty: 36692.683594
Iteration 128Q: 18 clusters Score -2.908651e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 9469 members 
Mstep: Class 3 contains 2433 members 
Mstep: Class 4 contains 17451 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8138 members 
Mstep: Class 9 contains 1452 members 
Mstep: Class 10 contains 1713 members 
Mstep: Class 11 contains 2924 members 
Mstep: Class 13 contains 191529 members 
Mstep: Class 14 contains 204531 members 
Mstep: Class 15 contains 42101 members 
Mstep: Class 17 contains 42382 members 
Mstep: Class 18 contains 8087 members 
Mstep: Class 19 contains 32823 members 
Mstep: Class 20 contains 13193 members 
Mstep: Class 23 contains 1986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086478.000000 Penalty: 36692.683594
Iteration 129Q: 18 clusters Score -2.908648e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 9469 members 
Mstep: Class 3 contains 2433 members 
Mstep: Class 4 contains 17478 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8137 members 
Mstep: Class 9 contains 1450 members 
Mstep: Class 10 contains 1705 members 
Mstep: Class 11 contains 2925 members 
Mstep: Class 13 contains 191515 members 
Mstep: Class 14 contains 204502 members 
Mstep: Class 15 contains 42097 members 
Mstep: Class 17 contains 42322 members 
Mstep: Class 18 contains 8086 members 
Mstep: Class 19 contains 32818 members 
Mstep: Class 20 contains 13190 members 
Mstep: Class 23 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086542.000000 Penalty: 36692.683594
Iteration 130Q: 18 clusters Score -2.908654e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 9469 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 17505 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8134 members 
Mstep: Class 9 contains 1448 members 
Mstep: Class 10 contains 1700 members 
Mstep: Class 11 contains 2927 members 
Mstep: Class 13 contains 191494 members 
Mstep: Class 14 contains 204455 members 
Mstep: Class 15 contains 42094 members 
Mstep: Class 17 contains 42278 members 
Mstep: Class 18 contains 8086 members 
Mstep: Class 19 contains 32817 members 
Mstep: Class 20 contains 13185 members 
Mstep: Class 23 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086514.000000 Penalty: 36692.683594
Iteration 131Q: 18 clusters Score -2.908651e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 9469 members 
Mstep: Class 3 contains 2435 members 
Mstep: Class 4 contains 17535 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8133 members 
Mstep: Class 9 contains 1447 members 
Mstep: Class 10 contains 1696 members 
Mstep: Class 11 contains 2927 members 
Mstep: Class 13 contains 191479 members 
Mstep: Class 14 contains 204406 members 
Mstep: Class 15 contains 42089 members 
Mstep: Class 17 contains 42236 members 
Mstep: Class 18 contains 8088 members 
Mstep: Class 19 contains 32815 members 
Mstep: Class 20 contains 13179 members 
Mstep: Class 23 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086494.000000 Penalty: 36692.683594
Iteration 132Q: 18 clusters Score -2.908649e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 9469 members 
Mstep: Class 3 contains 2436 members 
Mstep: Class 4 contains 17571 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8132 members 
Mstep: Class 9 contains 1447 members 
Mstep: Class 10 contains 1687 members 
Mstep: Class 11 contains 2926 members 
Mstep: Class 13 contains 191469 members 
Mstep: Class 14 contains 204360 members 
Mstep: Class 15 contains 42085 members 
Mstep: Class 17 contains 42193 members 
Mstep: Class 18 contains 8088 members 
Mstep: Class 19 contains 32813 members 
Mstep: Class 20 contains 13170 members 
Mstep: Class 23 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086516.000000 Penalty: 36692.683594
Iteration 133Q: 18 clusters Score -2.908652e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 9469 members 
Mstep: Class 3 contains 2436 members 
Mstep: Class 4 contains 17614 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8132 members 
Mstep: Class 9 contains 1446 members 
Mstep: Class 10 contains 1679 members 
Mstep: Class 11 contains 2926 members 
Mstep: Class 13 contains 191463 members 
Mstep: Class 14 contains 204303 members 
Mstep: Class 15 contains 42084 members 
Mstep: Class 17 contains 42148 members 
Mstep: Class 18 contains 8088 members 
Mstep: Class 19 contains 32809 members 
Mstep: Class 20 contains 13159 members 
Mstep: Class 23 contains 1983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086512.000000 Penalty: 36692.683594
Iteration 134Q: 18 clusters Score -2.908651e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 9469 members 
Mstep: Class 3 contains 2436 members 
Mstep: Class 4 contains 17664 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8131 members 
Mstep: Class 9 contains 1445 members 
Mstep: Class 10 contains 1673 members 
Mstep: Class 11 contains 2927 members 
Mstep: Class 13 contains 191451 members 
Mstep: Class 14 contains 204228 members 
Mstep: Class 15 contains 42083 members 
Mstep: Class 17 contains 42112 members 
Mstep: Class 18 contains 8088 members 
Mstep: Class 19 contains 32805 members 
Mstep: Class 20 contains 13151 members 
Mstep: Class 23 contains 1983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086528.000000 Penalty: 36692.683594
Iteration 135Q: 18 clusters Score -2.908653e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 9469 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 17707 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8130 members 
Mstep: Class 9 contains 1444 members 
Mstep: Class 10 contains 1670 members 
Mstep: Class 11 contains 2927 members 
Mstep: Class 13 contains 191444 members 
Mstep: Class 14 contains 204180 members 
Mstep: Class 15 contains 42081 members 
Mstep: Class 17 contains 42073 members 
Mstep: Class 18 contains 8088 members 
Mstep: Class 19 contains 32801 members 
Mstep: Class 20 contains 13143 members 
Mstep: Class 23 contains 1981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086488.000000 Penalty: 36692.683594
Iteration 136Q: 18 clusters Score -2.908649e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 9469 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 17752 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8131 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 1669 members 
Mstep: Class 11 contains 2928 members 
Mstep: Class 13 contains 191429 members 
Mstep: Class 14 contains 204138 members 
Mstep: Class 15 contains 42079 members 
Mstep: Class 17 contains 42030 members 
Mstep: Class 18 contains 8088 members 
Mstep: Class 19 contains 32798 members 
Mstep: Class 20 contains 13139 members 
Mstep: Class 23 contains 1982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086518.000000 Penalty: 36692.683594
Iteration 137Q: 18 clusters Score -2.908652e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 9469 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 17788 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8129 members 
Mstep: Class 9 contains 1442 members 
Mstep: Class 10 contains 1668 members 
Mstep: Class 11 contains 2929 members 
Mstep: Class 13 contains 191419 members 
Mstep: Class 14 contains 204096 members 
Mstep: Class 15 contains 42082 members 
Mstep: Class 17 contains 41986 members 
Mstep: Class 18 contains 8089 members 
Mstep: Class 19 contains 32796 members 
Mstep: Class 20 contains 13138 members 
Mstep: Class 23 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086554.000000 Penalty: 36692.683594
Iteration 138Q: 18 clusters Score -2.908655e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 9469 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 17821 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8127 members 
Mstep: Class 9 contains 1439 members 
Mstep: Class 10 contains 1667 members 
Mstep: Class 11 contains 2932 members 
Mstep: Class 13 contains 191412 members 
Mstep: Class 14 contains 204058 members 
Mstep: Class 15 contains 42082 members 
Mstep: Class 17 contains 41960 members 
Mstep: Class 18 contains 8089 members 
Mstep: Class 19 contains 32790 members 
Mstep: Class 20 contains 13137 members 
Mstep: Class 23 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086518.000000 Penalty: 36692.683594
Iteration 139Q: 18 clusters Score -2.908652e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 9469 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 17847 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8124 members 
Mstep: Class 9 contains 1432 members 
Mstep: Class 10 contains 1666 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 13 contains 191403 members 
Mstep: Class 14 contains 204032 members 
Mstep: Class 15 contains 42083 members 
Mstep: Class 17 contains 41937 members 
Mstep: Class 18 contains 8090 members 
Mstep: Class 19 contains 32785 members 
Mstep: Class 20 contains 13137 members 
Mstep: Class 23 contains 1979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086550.000000 Penalty: 36692.683594
Iteration 140F: 18 clusters Score -2.908655e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 9468 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 17873 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8121 members 
Mstep: Class 9 contains 1430 members 
Mstep: Class 10 contains 1665 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 13 contains 191396 members 
Mstep: Class 14 contains 203987 members 
Mstep: Class 15 contains 42085 members 
Mstep: Class 17 contains 41918 members 
Mstep: Class 18 contains 8091 members 
Mstep: Class 19 contains 32784 members 
Mstep: Class 20 contains 13135 members 
Mstep: Class 23 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086546.000000 Penalty: 36692.683594
Iteration 141Q: 18 clusters Score -2.908655e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 9468 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 17904 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8118 members 
Mstep: Class 9 contains 1428 members 
Mstep: Class 10 contains 1665 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 13 contains 191392 members 
Mstep: Class 14 contains 203937 members 
Mstep: Class 15 contains 42085 members 
Mstep: Class 17 contains 41902 members 
Mstep: Class 18 contains 8090 members 
Mstep: Class 19 contains 32783 members 
Mstep: Class 20 contains 13132 members 
Mstep: Class 23 contains 1982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086530.000000 Penalty: 36692.683594
Iteration 142Q: 18 clusters Score -2.908653e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 9468 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 17941 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8115 members 
Mstep: Class 9 contains 1425 members 
Mstep: Class 10 contains 1662 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 13 contains 191391 members 
Mstep: Class 14 contains 203883 members 
Mstep: Class 15 contains 42084 members 
Mstep: Class 17 contains 41886 members 
Mstep: Class 18 contains 8091 members 
Mstep: Class 19 contains 32784 members 
Mstep: Class 20 contains 13129 members 
Mstep: Class 23 contains 1983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086552.000000 Penalty: 36692.683594
Iteration 143Q: 18 clusters Score -2.908655e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 9468 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 17966 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8115 members 
Mstep: Class 9 contains 1423 members 
Mstep: Class 10 contains 1662 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 13 contains 191384 members 
Mstep: Class 14 contains 203835 members 
Mstep: Class 15 contains 42083 members 
Mstep: Class 17 contains 41874 members 
Mstep: Class 18 contains 8092 members 
Mstep: Class 19 contains 32783 members 
Mstep: Class 20 contains 13127 members 
Mstep: Class 23 contains 1983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086584.000000 Penalty: 36692.683594
Iteration 144Q: 18 clusters Score -2.908658e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 9467 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 17997 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8113 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1658 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 13 contains 191373 members 
Mstep: Class 14 contains 203808 members 
Mstep: Class 15 contains 42081 members 
Mstep: Class 17 contains 41853 members 
Mstep: Class 18 contains 8095 members 
Mstep: Class 19 contains 32782 members 
Mstep: Class 20 contains 13125 members 
Mstep: Class 23 contains 1984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086574.000000 Penalty: 36692.683594
Iteration 145Q: 18 clusters Score -2.908657e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 9466 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18022 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8113 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1657 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 13 contains 191368 members 
Mstep: Class 14 contains 203771 members 
Mstep: Class 15 contains 42077 members 
Mstep: Class 17 contains 41830 members 
Mstep: Class 18 contains 8099 members 
Mstep: Class 19 contains 32783 members 
Mstep: Class 20 contains 13123 members 
Mstep: Class 23 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086604.000000 Penalty: 36692.683594
Iteration 146Q: 18 clusters Score -2.90866e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 9465 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18048 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8112 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1657 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 13 contains 191360 members 
Mstep: Class 14 contains 203750 members 
Mstep: Class 15 contains 42077 members 
Mstep: Class 17 contains 41803 members 
Mstep: Class 18 contains 8101 members 
Mstep: Class 19 contains 32782 members 
Mstep: Class 20 contains 13119 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086634.000000 Penalty: 36692.683594
Iteration 147Q: 18 clusters Score -2.908663e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 9464 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18072 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8111 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1657 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 13 contains 191353 members 
Mstep: Class 14 contains 203733 members 
Mstep: Class 15 contains 42078 members 
Mstep: Class 17 contains 41778 members 
Mstep: Class 18 contains 8103 members 
Mstep: Class 19 contains 32777 members 
Mstep: Class 20 contains 13114 members 
Mstep: Class 23 contains 1989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086622.000000 Penalty: 36692.683594
Iteration 148Q: 18 clusters Score -2.908662e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 9464 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18089 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8111 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1657 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 13 contains 191351 members 
Mstep: Class 14 contains 203711 members 
Mstep: Class 15 contains 42076 members 
Mstep: Class 17 contains 41755 members 
Mstep: Class 18 contains 8103 members 
Mstep: Class 19 contains 32775 members 
Mstep: Class 20 contains 13109 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086604.000000 Penalty: 36692.683594
Iteration 149Q: 18 clusters Score -2.90866e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 9464 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18106 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8109 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1656 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 13 contains 191348 members 
Mstep: Class 14 contains 203694 members 
Mstep: Class 15 contains 42076 members 
Mstep: Class 17 contains 41736 members 
Mstep: Class 18 contains 8103 members 
Mstep: Class 19 contains 32774 members 
Mstep: Class 20 contains 13103 members 
Mstep: Class 23 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086618.000000 Penalty: 36692.683594
Iteration 150Q: 18 clusters Score -2.908662e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 9464 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18121 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8108 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 13 contains 191346 members 
Mstep: Class 14 contains 203674 members 
Mstep: Class 15 contains 42075 members 
Mstep: Class 17 contains 41713 members 
Mstep: Class 18 contains 8103 members 
Mstep: Class 19 contains 32774 members 
Mstep: Class 20 contains 13103 members 
Mstep: Class 23 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086624.000000 Penalty: 36692.683594
Iteration 151Q: 18 clusters Score -2.908662e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 9464 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18136 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8108 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1652 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 13 contains 191343 members 
Mstep: Class 14 contains 203662 members 
Mstep: Class 15 contains 42076 members 
Mstep: Class 17 contains 41685 members 
Mstep: Class 18 contains 8103 members 
Mstep: Class 19 contains 32772 members 
Mstep: Class 20 contains 13101 members 
Mstep: Class 23 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086676.000000 Penalty: 36692.683594
Iteration 152Q: 18 clusters Score -2.908668e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 9464 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18158 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8108 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1648 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 13 contains 191343 members 
Mstep: Class 14 contains 203638 members 
Mstep: Class 15 contains 42075 members 
Mstep: Class 17 contains 41667 members 
Mstep: Class 18 contains 8103 members 
Mstep: Class 19 contains 32772 members 
Mstep: Class 20 contains 13102 members 
Mstep: Class 23 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086694.000000 Penalty: 36692.683594
Iteration 153Q: 18 clusters Score -2.908669e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 9464 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18172 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8108 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1646 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 13 contains 191341 members 
Mstep: Class 14 contains 203611 members 
Mstep: Class 15 contains 42074 members 
Mstep: Class 17 contains 41655 members 
Mstep: Class 18 contains 8103 members 
Mstep: Class 19 contains 32773 members 
Mstep: Class 20 contains 13102 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086722.000000 Penalty: 36692.683594
Iteration 154Q: 18 clusters Score -2.908672e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 9464 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18185 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8108 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1646 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 13 contains 191339 members 
Mstep: Class 14 contains 203574 members 
Mstep: Class 15 contains 42073 members 
Mstep: Class 17 contains 41647 members 
Mstep: Class 18 contains 8103 members 
Mstep: Class 19 contains 32773 members 
Mstep: Class 20 contains 13102 members 
Mstep: Class 23 contains 1989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086688.000000 Penalty: 36692.683594
Iteration 155Q: 18 clusters Score -2.908669e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 9464 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18195 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8108 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1646 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 13 contains 191336 members 
Mstep: Class 14 contains 203552 members 
Mstep: Class 15 contains 42072 members 
Mstep: Class 17 contains 41642 members 
Mstep: Class 18 contains 8103 members 
Mstep: Class 19 contains 32774 members 
Mstep: Class 20 contains 13102 members 
Mstep: Class 23 contains 1989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086714.000000 Penalty: 36692.683594
Iteration 156Q: 18 clusters Score -2.908671e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 9464 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18197 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8107 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1646 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 13 contains 191331 members 
Mstep: Class 14 contains 203546 members 
Mstep: Class 15 contains 42072 members 
Mstep: Class 17 contains 41639 members 
Mstep: Class 18 contains 8103 members 
Mstep: Class 19 contains 32775 members 
Mstep: Class 20 contains 13101 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086670.000000 Penalty: 36692.683594
Iteration 157Q: 18 clusters Score -2.908667e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 9464 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18206 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8106 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1646 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 13 contains 191328 members 
Mstep: Class 14 contains 203536 members 
Mstep: Class 15 contains 42072 members 
Mstep: Class 17 contains 41633 members 
Mstep: Class 18 contains 8103 members 
Mstep: Class 19 contains 32774 members 
Mstep: Class 20 contains 13101 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086678.000000 Penalty: 36692.683594
Iteration 158Q: 18 clusters Score -2.908668e+07 nChanged 22
Entering ConstructFrom: 
Score: -29086678.000000 Penalty: 36692.683594
Entering ConstructFrom: 
Trying to split cluster 1 (6836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Entering Unmasked Estep 
Score: -360621.875000 Penalty: 1434.868164
	Iteration 0F: 2 clusters Score -360621.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -355447.312500 Penalty: 2869.736328
	Iteration 0F: 3 clusters Score -355447.3 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -356951.343750 Penalty: 2869.736328
	Iteration 1F: 3 clusters Score -356951.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -357135.906250 Penalty: 2869.736328
	Iteration 2F: 3 clusters Score -357135.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -357247.937500 Penalty: 2869.736328
	Iteration 3Q: 3 clusters Score -357247.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -357328.718750 Penalty: 2869.736328
	Iteration 4Q: 3 clusters Score -357328.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -357401.250000 Penalty: 2869.736328
	Iteration 5Q: 3 clusters Score -357401.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -357454.031250 Penalty: 2869.736328
	Iteration 6Q: 3 clusters Score -357454 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -357496.406250 Penalty: 2869.736328
	Iteration 7Q: 3 clusters Score -357496.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -357530.593750 Penalty: 2869.736328
	Iteration 8Q: 3 clusters Score -357530.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -357571.718750 Penalty: 2869.736328
	Iteration 9Q: 3 clusters Score -357571.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -357613.812500 Penalty: 2869.736328
	Iteration 10Q: 3 clusters Score -357613.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -357652.781250 Penalty: 2869.736328
	Iteration 11Q: 3 clusters Score -357652.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -357686.625000 Penalty: 2869.736328
	Iteration 12Q: 3 clusters Score -357686.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -357718.187500 Penalty: 2869.736328
	Iteration 13Q: 3 clusters Score -357718.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -357747.093750 Penalty: 2869.736328
	Iteration 14Q: 3 clusters Score -357747.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -357779.156250 Penalty: 2869.736328
	Iteration 15Q: 3 clusters Score -357779.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -357818.218750 Penalty: 2869.736328
	Iteration 16Q: 3 clusters Score -357818.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -357866.687500 Penalty: 2869.736328
	Iteration 17Q: 3 clusters Score -357866.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -357927.937500 Penalty: 2869.736328
	Iteration 18Q: 3 clusters Score -357927.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -357991.125000 Penalty: 2869.736328
	Iteration 19Q: 3 clusters Score -357991.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -358056.781250 Penalty: 2869.736328
	Iteration 20F: 3 clusters Score -358056.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -358150.906250 Penalty: 2869.736328
	Iteration 21Q: 3 clusters Score -358150.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -358247.562500 Penalty: 2869.736328
	Iteration 22Q: 3 clusters Score -358247.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -358340.750000 Penalty: 2869.736328
	Iteration 23Q: 3 clusters Score -358340.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -358417.656250 Penalty: 2869.736328
	Iteration 24Q: 3 clusters Score -358417.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -358478.312500 Penalty: 2869.736328
	Iteration 25Q: 3 clusters Score -358478.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -358517.406250 Penalty: 2869.736328
	Iteration 26Q: 3 clusters Score -358517.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -358549.750000 Penalty: 2869.736328
	Iteration 27Q: 3 clusters Score -358549.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -358574.562500 Penalty: 2869.736328
	Iteration 28Q: 3 clusters Score -358574.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -358589.593750 Penalty: 2869.736328
	Iteration 29Q: 3 clusters Score -358589.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -358605.781250 Penalty: 2869.736328
	Iteration 30Q: 3 clusters Score -358605.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -358620.125000 Penalty: 2869.736328
	Iteration 31Q: 3 clusters Score -358620.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -358636.156250 Penalty: 2869.736328
	Iteration 32Q: 3 clusters Score -358636.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -358650.437500 Penalty: 2869.736328
	Iteration 33Q: 3 clusters Score -358650.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -358658.781250 Penalty: 2869.736328
	Iteration 34Q: 3 clusters Score -358658.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -358665.625000 Penalty: 2869.736328
	Iteration 35Q: 3 clusters Score -358665.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -358673.031250 Penalty: 2869.736328
	Iteration 36Q: 3 clusters Score -358673 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -358676.375000 Penalty: 2869.736328
	Iteration 37Q: 3 clusters Score -358676.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -358681.093750 Penalty: 2869.736328
	Iteration 38Q: 3 clusters Score -358681.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -358685.406250 Penalty: 2869.736328
	Iteration 39Q: 3 clusters Score -358685.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -358686.906250 Penalty: 2869.736328
	Iteration 40F: 3 clusters Score -358686.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -358689.625000 Penalty: 2869.736328
	Iteration 41Q: 3 clusters Score -358689.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -358693.906250 Penalty: 2869.736328
	Iteration 42Q: 3 clusters Score -358693.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -358697.531250 Penalty: 2869.736328
	Iteration 43Q: 3 clusters Score -358697.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -358699.062500 Penalty: 2869.736328
	Iteration 44Q: 3 clusters Score -358699.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -358701.375000 Penalty: 2869.736328
	Iteration 45Q: 3 clusters Score -358701.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -358702.406250 Penalty: 2869.736328
	Iteration 46Q: 3 clusters Score -358702.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -358702.843750 Penalty: 2869.736328
	Iteration 47Q: 3 clusters Score -358702.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -358703.375000 Penalty: 2869.736328
	Iteration 48Q: 3 clusters Score -358703.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -358704.312500 Penalty: 2869.736328
	Iteration 49Q: 3 clusters Score -358704.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -358707.500000 Penalty: 2869.736328
	Iteration 50Q: 3 clusters Score -358707.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -358709.812500 Penalty: 2869.736328
	Iteration 51Q: 3 clusters Score -358709.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -358710.156250 Penalty: 2869.736328
	Iteration 52Q: 3 clusters Score -358710.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -358711.156250 Penalty: 2869.736328
	Iteration 53Q: 3 clusters Score -358711.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -358712.750000 Penalty: 2869.736328
	Iteration 54Q: 3 clusters Score -358712.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -358713.281250 Penalty: 2869.736328
	Iteration 55Q: 3 clusters Score -358713.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -358715.156250 Penalty: 2869.736328
	Iteration 56Q: 3 clusters Score -358715.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -358716.750000 Penalty: 2869.736328
	Iteration 57Q: 3 clusters Score -358716.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -358716.937500 Penalty: 2869.736328
	Iteration 58Q: 3 clusters Score -358716.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -358718.281250 Penalty: 2869.736328
	Iteration 59Q: 3 clusters Score -358718.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -358718.500000 Penalty: 2869.736328
	Iteration 60F: 3 clusters Score -358718.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -358719.656250 Penalty: 2869.736328
	Iteration 61Q: 3 clusters Score -358719.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -358720.687500 Penalty: 2869.736328
	Iteration 62Q: 3 clusters Score -358720.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -358722.781250 Penalty: 2869.736328
	Iteration 63Q: 3 clusters Score -358722.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -358722.718750 Penalty: 2869.736328
	Iteration 64Q: 3 clusters Score -358722.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -358724.281250 Penalty: 2869.736328
	Iteration 65Q: 3 clusters Score -358724.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -358726.375000 Penalty: 2869.736328
	Iteration 66Q: 3 clusters Score -358726.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -358728.000000 Penalty: 2869.736328
	Iteration 67Q: 3 clusters Score -358728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -358729.187500 Penalty: 2869.736328
	Iteration 68Q: 3 clusters Score -358729.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -358730.156250 Penalty: 2869.736328
	Iteration 69Q: 3 clusters Score -358730.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -358730.500000 Penalty: 2869.736328
	Iteration 70Q: 3 clusters Score -358730.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -358731.718750 Penalty: 2869.736328
	Iteration 71Q: 3 clusters Score -358731.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -358734.156250 Penalty: 2869.736328
	Iteration 72Q: 3 clusters Score -358734.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -358735.968750 Penalty: 2869.736328
	Iteration 73Q: 3 clusters Score -358736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -358737.000000 Penalty: 2869.736328
	Iteration 74Q: 3 clusters Score -358737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -358739.281250 Penalty: 2869.736328
	Iteration 75Q: 3 clusters Score -358739.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -358740.437500 Penalty: 2869.736328
	Iteration 76Q: 3 clusters Score -358740.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -358741.187500 Penalty: 2869.736328
	Iteration 77Q: 3 clusters Score -358741.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -358741.656250 Penalty: 2869.736328
	Iteration 78Q: 3 clusters Score -358741.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -358743.000000 Penalty: 2869.736328
	Iteration 79Q: 3 clusters Score -358743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -358743.218750 Penalty: 2869.736328
	Iteration 80F: 3 clusters Score -358743.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -358743.875000 Penalty: 2869.736328
	Iteration 81Q: 3 clusters Score -358743.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -358743.625000 Penalty: 2869.736328
	Iteration 82Q: 3 clusters Score -358743.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -358745.562500 Penalty: 2869.736328
	Iteration 83Q: 3 clusters Score -358745.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -358748.250000 Penalty: 2869.736328
	Iteration 84Q: 3 clusters Score -358748.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -358752.500000 Penalty: 2869.736328
	Iteration 85Q: 3 clusters Score -358752.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -358755.562500 Penalty: 2869.736328
	Iteration 86Q: 3 clusters Score -358755.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -358757.531250 Penalty: 2869.736328
	Iteration 87Q: 3 clusters Score -358757.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -358758.468750 Penalty: 2869.736328
	Iteration 88Q: 3 clusters Score -358758.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -358761.531250 Penalty: 2869.736328
	Iteration 89Q: 3 clusters Score -358761.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -358763.937500 Penalty: 2869.736328
	Iteration 90Q: 3 clusters Score -358763.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -358764.625000 Penalty: 2869.736328
	Iteration 91Q: 3 clusters Score -358764.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -358765.781250 Penalty: 2869.736328
	Iteration 92Q: 3 clusters Score -358765.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -358767.656250 Penalty: 2869.736328
	Iteration 93Q: 3 clusters Score -358767.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -358769.281250 Penalty: 2869.736328
	Iteration 94Q: 3 clusters Score -358769.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -358770.437500 Penalty: 2869.736328
	Iteration 95Q: 3 clusters Score -358770.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -358770.437500 Penalty: 2869.736328
	Iteration 96Q: 3 clusters Score -358770.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -358771.281250 Penalty: 2869.736328
	Iteration 97Q: 3 clusters Score -358771.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -358771.968750 Penalty: 2869.736328
	Iteration 98Q: 3 clusters Score -358772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -358771.656250 Penalty: 2869.736328
	Iteration 99Q: 3 clusters Score -358771.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -358772.062500 Penalty: 2869.736328
	Iteration 100F: 3 clusters Score -358772.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -358773.062500 Penalty: 2869.736328
	Iteration 101Q: 3 clusters Score -358773.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -358773.437500 Penalty: 2869.736328
	Iteration 102Q: 3 clusters Score -358773.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -358773.718750 Penalty: 2869.736328
	Iteration 103Q: 3 clusters Score -358773.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -358773.750000 Penalty: 2869.736328
	Iteration 104Q: 3 clusters Score -358773.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -358774.812500 Penalty: 2869.736328
	Iteration 105Q: 3 clusters Score -358774.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -358775.500000 Penalty: 2869.736328
	Iteration 106Q: 3 clusters Score -358775.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -358775.250000 Penalty: 2869.736328
	Iteration 107Q: 3 clusters Score -358775.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -358775.781250 Penalty: 2869.736328
	Iteration 108Q: 3 clusters Score -358775.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -358777.093750 Penalty: 2869.736328
	Iteration 109Q: 3 clusters Score -358777.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -358777.156250 Penalty: 2869.736328
	Iteration 110Q: 3 clusters Score -358777.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -358777.156250 Penalty: 2869.736328
	Iteration 111F: 3 clusters Score -358777.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Entering Unmasked Estep 
Score: -487020.656250 Penalty: 1487.728271
	Iteration 0F: 2 clusters Score -487020.7 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 4709 members 
Entering Unmasked Estep 
Score: -480173.375000 Penalty: 2975.456543
	Iteration 0F: 3 clusters Score -480173.4 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -482386.093750 Penalty: 2975.456543
	Iteration 1F: 3 clusters Score -482386.1 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -482581.031250 Penalty: 2975.456543
	Iteration 2F: 3 clusters Score -482581 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -482722.312500 Penalty: 2975.456543
	Iteration 3Q: 3 clusters Score -482722.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -482835.562500 Penalty: 2975.456543
	Iteration 4Q: 3 clusters Score -482835.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -482935.656250 Penalty: 2975.456543
	Iteration 5Q: 3 clusters Score -482935.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -483016.906250 Penalty: 2975.456543
	Iteration 6Q: 3 clusters Score -483016.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -483112.187500 Penalty: 2975.456543
	Iteration 7Q: 3 clusters Score -483112.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -483232.406250 Penalty: 2975.456543
	Iteration 8Q: 3 clusters Score -483232.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -483371.843750 Penalty: 2975.456543
	Iteration 9Q: 3 clusters Score -483371.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -483552.375000 Penalty: 2975.456543
	Iteration 10Q: 3 clusters Score -483552.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -483790.406250 Penalty: 2975.456543
	Iteration 11Q: 3 clusters Score -483790.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -484130.281250 Penalty: 2975.456543
	Iteration 12F: 3 clusters Score -484130.3 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -484491.562500 Penalty: 2975.456543
	Iteration 13F: 3 clusters Score -484491.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -484823.031250 Penalty: 2975.456543
	Iteration 14Q: 3 clusters Score -484823 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -485112.875000 Penalty: 2975.456543
	Iteration 15Q: 3 clusters Score -485112.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -485312.156250 Penalty: 2975.456543
	Iteration 16Q: 3 clusters Score -485312.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -485457.031250 Penalty: 2975.456543
	Iteration 17Q: 3 clusters Score -485457 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -485542.625000 Penalty: 2975.456543
	Iteration 18Q: 3 clusters Score -485542.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -485587.062500 Penalty: 2975.456543
	Iteration 19Q: 3 clusters Score -485587.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -485621.375000 Penalty: 2975.456543
	Iteration 20F: 3 clusters Score -485621.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -485659.906250 Penalty: 2975.456543
	Iteration 21Q: 3 clusters Score -485659.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -485689.531250 Penalty: 2975.456543
	Iteration 22Q: 3 clusters Score -485689.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -485702.625000 Penalty: 2975.456543
	Iteration 23Q: 3 clusters Score -485702.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -485708.000000 Penalty: 2975.456543
	Iteration 24Q: 3 clusters Score -485708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -485710.375000 Penalty: 2975.456543
	Iteration 25Q: 3 clusters Score -485710.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -485711.125000 Penalty: 2975.456543
	Iteration 26Q: 3 clusters Score -485711.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -485711.125000 Penalty: 2975.456543
	Iteration 27F: 3 clusters Score -485711.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Entering Unmasked Estep 
Score: -111289.210938 Penalty: 1267.260010
	Iteration 0F: 2 clusters Score -111289.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -108901.367188 Penalty: 2534.520020
	Iteration 0F: 3 clusters Score -108901.4 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -109488.578125 Penalty: 2534.520020
	Iteration 1F: 3 clusters Score -109488.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -109661.148438 Penalty: 2534.520020
	Iteration 2F: 3 clusters Score -109661.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -109759.625000 Penalty: 2534.520020
	Iteration 3F: 3 clusters Score -109759.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -109844.187500 Penalty: 2534.520020
	Iteration 4Q: 3 clusters Score -109844.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -109929.281250 Penalty: 2534.520020
	Iteration 5Q: 3 clusters Score -109929.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -110014.742188 Penalty: 2534.520020
	Iteration 6Q: 3 clusters Score -110014.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -110082.414062 Penalty: 2534.520020
	Iteration 7Q: 3 clusters Score -110082.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -110139.187500 Penalty: 2534.520020
	Iteration 8Q: 3 clusters Score -110139.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -110177.679688 Penalty: 2534.520020
	Iteration 9Q: 3 clusters Score -110177.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -110214.046875 Penalty: 2534.520020
	Iteration 10Q: 3 clusters Score -110214 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -110245.703125 Penalty: 2534.520020
	Iteration 11Q: 3 clusters Score -110245.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -110282.867188 Penalty: 2534.520020
	Iteration 12Q: 3 clusters Score -110282.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -110325.343750 Penalty: 2534.520020
	Iteration 13Q: 3 clusters Score -110325.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -110364.257812 Penalty: 2534.520020
	Iteration 14Q: 3 clusters Score -110364.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -110397.828125 Penalty: 2534.520020
	Iteration 15Q: 3 clusters Score -110397.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -110421.851562 Penalty: 2534.520020
	Iteration 16Q: 3 clusters Score -110421.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -110446.015625 Penalty: 2534.520020
	Iteration 17Q: 3 clusters Score -110446 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -110468.867188 Penalty: 2534.520020
	Iteration 18Q: 3 clusters Score -110468.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -110486.890625 Penalty: 2534.520020
	Iteration 19Q: 3 clusters Score -110486.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -110499.890625 Penalty: 2534.520020
	Iteration 20F: 3 clusters Score -110499.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -110510.695312 Penalty: 2534.520020
	Iteration 21Q: 3 clusters Score -110510.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -110517.671875 Penalty: 2534.520020
	Iteration 22Q: 3 clusters Score -110517.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -110522.593750 Penalty: 2534.520020
	Iteration 23Q: 3 clusters Score -110522.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -110527.351562 Penalty: 2534.520020
	Iteration 24Q: 3 clusters Score -110527.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -110529.695312 Penalty: 2534.520020
	Iteration 25Q: 3 clusters Score -110529.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -110530.843750 Penalty: 2534.520020
	Iteration 26Q: 3 clusters Score -110530.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -110533.531250 Penalty: 2534.520020
	Iteration 27Q: 3 clusters Score -110533.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -110535.867188 Penalty: 2534.520020
	Iteration 28Q: 3 clusters Score -110535.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -110537.734375 Penalty: 2534.520020
	Iteration 29Q: 3 clusters Score -110537.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -110538.367188 Penalty: 2534.520020
	Iteration 30Q: 3 clusters Score -110538.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -110539.562500 Penalty: 2534.520020
	Iteration 31Q: 3 clusters Score -110539.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -110541.671875 Penalty: 2534.520020
	Iteration 32Q: 3 clusters Score -110541.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -110544.320312 Penalty: 2534.520020
	Iteration 33Q: 3 clusters Score -110544.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -110545.898438 Penalty: 2534.520020
	Iteration 34Q: 3 clusters Score -110545.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -110547.921875 Penalty: 2534.520020
	Iteration 35Q: 3 clusters Score -110547.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -110551.757812 Penalty: 2534.520020
	Iteration 36Q: 3 clusters Score -110551.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -110553.007812 Penalty: 2534.520020
	Iteration 37Q: 3 clusters Score -110553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -110553.890625 Penalty: 2534.520020
	Iteration 38Q: 3 clusters Score -110553.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -110554.703125 Penalty: 2534.520020
	Iteration 39Q: 3 clusters Score -110554.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -110555.093750 Penalty: 2534.520020
	Iteration 40F: 3 clusters Score -110555.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -110556.250000 Penalty: 2534.520020
	Iteration 41Q: 3 clusters Score -110556.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -110556.476562 Penalty: 2534.520020
	Iteration 42Q: 3 clusters Score -110556.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -110556.992188 Penalty: 2534.520020
	Iteration 43Q: 3 clusters Score -110557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -110557.093750 Penalty: 2534.520020
	Iteration 44Q: 3 clusters Score -110557.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -110557.093750 Penalty: 2534.520020
	Iteration 45F: 3 clusters Score -110557.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Entering Unmasked Estep 
Score: -949013.687500 Penalty: 1594.080444
	Iteration 0F: 2 clusters Score -949013.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -936618.562500 Penalty: 3188.160889
	Iteration 0F: 3 clusters Score -936618.6 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -941157.312500 Penalty: 3188.160889
	Iteration 1F: 3 clusters Score -941157.3 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -941629.625000 Penalty: 3188.160889
	Iteration 2F: 3 clusters Score -941629.6 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -942229.062500 Penalty: 3188.160889
	Iteration 3F: 3 clusters Score -942229.1 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -942979.625000 Penalty: 3188.160889
	Iteration 4F: 3 clusters Score -942979.6 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -943864.062500 Penalty: 3188.160889
	Iteration 5F: 3 clusters Score -943864.1 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -944774.437500 Penalty: 3188.160889
	Iteration 6F: 3 clusters Score -944774.4 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -945626.000000 Penalty: 3188.160889
	Iteration 7F: 3 clusters Score -945626 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -946152.062500 Penalty: 3188.160889
	Iteration 8Q: 3 clusters Score -946152.1 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -946427.875000 Penalty: 3188.160889
	Iteration 9Q: 3 clusters Score -946427.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -946588.312500 Penalty: 3188.160889
	Iteration 10Q: 3 clusters Score -946588.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -946700.437500 Penalty: 3188.160889
	Iteration 11Q: 3 clusters Score -946700.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -946790.937500 Penalty: 3188.160889
	Iteration 12Q: 3 clusters Score -946790.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -946856.875000 Penalty: 3188.160889
	Iteration 13Q: 3 clusters Score -946856.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -946914.687500 Penalty: 3188.160889
	Iteration 14Q: 3 clusters Score -946914.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -946972.562500 Penalty: 3188.160889
	Iteration 15Q: 3 clusters Score -946972.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -947018.062500 Penalty: 3188.160889
	Iteration 16Q: 3 clusters Score -947018.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -947050.750000 Penalty: 3188.160889
	Iteration 17Q: 3 clusters Score -947050.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -947081.250000 Penalty: 3188.160889
	Iteration 18Q: 3 clusters Score -947081.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -947106.812500 Penalty: 3188.160889
	Iteration 19Q: 3 clusters Score -947106.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -947126.750000 Penalty: 3188.160889
	Iteration 20F: 3 clusters Score -947126.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -947153.500000 Penalty: 3188.160889
	Iteration 21Q: 3 clusters Score -947153.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -947172.437500 Penalty: 3188.160889
	Iteration 22Q: 3 clusters Score -947172.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -947192.312500 Penalty: 3188.160889
	Iteration 23Q: 3 clusters Score -947192.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -947213.500000 Penalty: 3188.160889
	Iteration 24Q: 3 clusters Score -947213.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -947237.875000 Penalty: 3188.160889
	Iteration 25Q: 3 clusters Score -947237.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -947256.125000 Penalty: 3188.160889
	Iteration 26Q: 3 clusters Score -947256.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -947272.437500 Penalty: 3188.160889
	Iteration 27Q: 3 clusters Score -947272.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -947291.750000 Penalty: 3188.160889
	Iteration 28Q: 3 clusters Score -947291.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -947312.187500 Penalty: 3188.160889
	Iteration 29Q: 3 clusters Score -947312.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -947335.062500 Penalty: 3188.160889
	Iteration 30Q: 3 clusters Score -947335.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -947353.625000 Penalty: 3188.160889
	Iteration 31Q: 3 clusters Score -947353.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -947377.500000 Penalty: 3188.160889
	Iteration 32Q: 3 clusters Score -947377.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -947396.000000 Penalty: 3188.160889
	Iteration 33Q: 3 clusters Score -947396 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -947423.437500 Penalty: 3188.160889
	Iteration 34Q: 3 clusters Score -947423.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -947441.437500 Penalty: 3188.160889
	Iteration 35Q: 3 clusters Score -947441.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -947465.562500 Penalty: 3188.160889
	Iteration 36Q: 3 clusters Score -947465.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -947487.250000 Penalty: 3188.160889
	Iteration 37Q: 3 clusters Score -947487.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -947506.687500 Penalty: 3188.160889
	Iteration 38Q: 3 clusters Score -947506.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -947530.250000 Penalty: 3188.160889
	Iteration 39Q: 3 clusters Score -947530.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -947546.812500 Penalty: 3188.160889
	Iteration 40F: 3 clusters Score -947546.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -947565.125000 Penalty: 3188.160889
	Iteration 41Q: 3 clusters Score -947565.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -947578.812500 Penalty: 3188.160889
	Iteration 42Q: 3 clusters Score -947578.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -947596.000000 Penalty: 3188.160889
	Iteration 43Q: 3 clusters Score -947596 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -947611.125000 Penalty: 3188.160889
	Iteration 44Q: 3 clusters Score -947611.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -947626.000000 Penalty: 3188.160889
	Iteration 45Q: 3 clusters Score -947626 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -947642.000000 Penalty: 3188.160889
	Iteration 46Q: 3 clusters Score -947642 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -947653.687500 Penalty: 3188.160889
	Iteration 47Q: 3 clusters Score -947653.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -947671.500000 Penalty: 3188.160889
	Iteration 48Q: 3 clusters Score -947671.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -947683.062500 Penalty: 3188.160889
	Iteration 49Q: 3 clusters Score -947683.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -947696.937500 Penalty: 3188.160889
	Iteration 50Q: 3 clusters Score -947696.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -947706.625000 Penalty: 3188.160889
	Iteration 51Q: 3 clusters Score -947706.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -947711.187500 Penalty: 3188.160889
	Iteration 52Q: 3 clusters Score -947711.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -947718.062500 Penalty: 3188.160889
	Iteration 53Q: 3 clusters Score -947718.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -947724.500000 Penalty: 3188.160889
	Iteration 54Q: 3 clusters Score -947724.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -947736.500000 Penalty: 3188.160889
	Iteration 55Q: 3 clusters Score -947736.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -947747.687500 Penalty: 3188.160889
	Iteration 56Q: 3 clusters Score -947747.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -947757.562500 Penalty: 3188.160889
	Iteration 57Q: 3 clusters Score -947757.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -947769.062500 Penalty: 3188.160889
	Iteration 58Q: 3 clusters Score -947769.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -947776.437500 Penalty: 3188.160889
	Iteration 59Q: 3 clusters Score -947776.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -947784.562500 Penalty: 3188.160889
	Iteration 60F: 3 clusters Score -947784.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -947792.750000 Penalty: 3188.160889
	Iteration 61Q: 3 clusters Score -947792.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -947797.312500 Penalty: 3188.160889
	Iteration 62Q: 3 clusters Score -947797.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -947799.500000 Penalty: 3188.160889
	Iteration 63Q: 3 clusters Score -947799.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -947805.125000 Penalty: 3188.160889
	Iteration 64Q: 3 clusters Score -947805.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -947808.812500 Penalty: 3188.160889
	Iteration 65Q: 3 clusters Score -947808.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -947814.812500 Penalty: 3188.160889
	Iteration 66Q: 3 clusters Score -947814.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -947818.875000 Penalty: 3188.160889
	Iteration 67Q: 3 clusters Score -947818.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -947822.875000 Penalty: 3188.160889
	Iteration 68Q: 3 clusters Score -947822.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -947824.000000 Penalty: 3188.160889
	Iteration 69Q: 3 clusters Score -947824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -947827.562500 Penalty: 3188.160889
	Iteration 70Q: 3 clusters Score -947827.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -947832.062500 Penalty: 3188.160889
	Iteration 71Q: 3 clusters Score -947832.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -947831.437500 Penalty: 3188.160889
	Iteration 72Q: 3 clusters Score -947831.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -947836.125000 Penalty: 3188.160889
	Iteration 73Q: 3 clusters Score -947836.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -947837.250000 Penalty: 3188.160889
	Iteration 74Q: 3 clusters Score -947837.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -947838.562500 Penalty: 3188.160889
	Iteration 75Q: 3 clusters Score -947838.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -947841.250000 Penalty: 3188.160889
	Iteration 76Q: 3 clusters Score -947841.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -947843.437500 Penalty: 3188.160889
	Iteration 77Q: 3 clusters Score -947843.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -947849.000000 Penalty: 3188.160889
	Iteration 78Q: 3 clusters Score -947849 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -947849.562500 Penalty: 3188.160889
	Iteration 79Q: 3 clusters Score -947849.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -947851.500000 Penalty: 3188.160889
	Iteration 80F: 3 clusters Score -947851.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -947855.437500 Penalty: 3188.160889
	Iteration 81Q: 3 clusters Score -947855.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -947857.562500 Penalty: 3188.160889
	Iteration 82Q: 3 clusters Score -947857.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -947859.125000 Penalty: 3188.160889
	Iteration 83Q: 3 clusters Score -947859.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -947859.062500 Penalty: 3188.160889
	Iteration 84Q: 3 clusters Score -947859.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -947859.000000 Penalty: 3188.160889
	Iteration 85Q: 3 clusters Score -947859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -947860.437500 Penalty: 3188.160889
	Iteration 86Q: 3 clusters Score -947860.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -947861.687500 Penalty: 3188.160889
	Iteration 87Q: 3 clusters Score -947861.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -947860.687500 Penalty: 3188.160889
	Iteration 88Q: 3 clusters Score -947860.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -947862.062500 Penalty: 3188.160889
	Iteration 89Q: 3 clusters Score -947862.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -947861.937500 Penalty: 3188.160889
	Iteration 90Q: 3 clusters Score -947861.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -947861.937500 Penalty: 3188.160889
	Iteration 91F: 3 clusters Score -947861.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Entering Unmasked Estep 
Score: -54880.914062 Penalty: 1153.486084
	Iteration 0F: 2 clusters Score -54880.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -53282.066406 Penalty: 2306.972168
	Iteration 0F: 3 clusters Score -53282.07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -53608.980469 Penalty: 2306.972168
	Iteration 1F: 3 clusters Score -53608.98 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -53680.335938 Penalty: 2306.972168
	Iteration 2F: 3 clusters Score -53680.34 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -53714.816406 Penalty: 2306.972168
	Iteration 3Q: 3 clusters Score -53714.82 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -53752.597656 Penalty: 2306.972168
	Iteration 4Q: 3 clusters Score -53752.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -53777.269531 Penalty: 2306.972168
	Iteration 5Q: 3 clusters Score -53777.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -53794.230469 Penalty: 2306.972168
	Iteration 6Q: 3 clusters Score -53794.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -53818.847656 Penalty: 2306.972168
	Iteration 7Q: 3 clusters Score -53818.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -53837.089844 Penalty: 2306.972168
	Iteration 8Q: 3 clusters Score -53837.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -53853.234375 Penalty: 2306.972168
	Iteration 9Q: 3 clusters Score -53853.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -53859.070312 Penalty: 2306.972168
	Iteration 10Q: 3 clusters Score -53859.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -53861.976562 Penalty: 2306.972168
	Iteration 11Q: 3 clusters Score -53861.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -53866.093750 Penalty: 2306.972168
	Iteration 12Q: 3 clusters Score -53866.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -53867.339844 Penalty: 2306.972168
	Iteration 13Q: 3 clusters Score -53867.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -53874.878906 Penalty: 2306.972168
	Iteration 14Q: 3 clusters Score -53874.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -53882.476562 Penalty: 2306.972168
	Iteration 15Q: 3 clusters Score -53882.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -53888.675781 Penalty: 2306.972168
	Iteration 16Q: 3 clusters Score -53888.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -53892.937500 Penalty: 2306.972168
	Iteration 17Q: 3 clusters Score -53892.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -53895.316406 Penalty: 2306.972168
	Iteration 18Q: 3 clusters Score -53895.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -53897.628906 Penalty: 2306.972168
	Iteration 19Q: 3 clusters Score -53897.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -53900.304688 Penalty: 2306.972168
	Iteration 20F: 3 clusters Score -53900.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -53900.964844 Penalty: 2306.972168
	Iteration 21Q: 3 clusters Score -53900.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -53901.445312 Penalty: 2306.972168
	Iteration 22Q: 3 clusters Score -53901.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -53902.644531 Penalty: 2306.972168
	Iteration 23Q: 3 clusters Score -53902.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -53905.574219 Penalty: 2306.972168
	Iteration 24Q: 3 clusters Score -53905.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -53909.605469 Penalty: 2306.972168
	Iteration 25Q: 3 clusters Score -53909.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -53913.582031 Penalty: 2306.972168
	Iteration 26Q: 3 clusters Score -53913.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -53916.316406 Penalty: 2306.972168
	Iteration 27Q: 3 clusters Score -53916.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -53919.429688 Penalty: 2306.972168
	Iteration 28Q: 3 clusters Score -53919.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -53923.968750 Penalty: 2306.972168
	Iteration 29Q: 3 clusters Score -53923.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -53928.203125 Penalty: 2306.972168
	Iteration 30Q: 3 clusters Score -53928.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -53928.777344 Penalty: 2306.972168
	Iteration 31Q: 3 clusters Score -53928.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -53930.800781 Penalty: 2306.972168
	Iteration 32Q: 3 clusters Score -53930.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -53930.800781 Penalty: 2306.972168
	Iteration 33F: 3 clusters Score -53930.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Entering Unmasked Estep 
Score: -431263.687500 Penalty: 1462.538452
	Iteration 0F: 2 clusters Score -431263.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -425343.156250 Penalty: 2925.076904
	Iteration 0F: 3 clusters Score -425343.2 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -427081.812500 Penalty: 2925.076904
	Iteration 1F: 3 clusters Score -427081.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -427317.406250 Penalty: 2925.076904
	Iteration 2F: 3 clusters Score -427317.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -427494.031250 Penalty: 2925.076904
	Iteration 3Q: 3 clusters Score -427494 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -427644.218750 Penalty: 2925.076904
	Iteration 4Q: 3 clusters Score -427644.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -427759.375000 Penalty: 2925.076904
	Iteration 5Q: 3 clusters Score -427759.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -427877.875000 Penalty: 2925.076904
	Iteration 6Q: 3 clusters Score -427877.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -428032.312500 Penalty: 2925.076904
	Iteration 7Q: 3 clusters Score -428032.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -428229.843750 Penalty: 2925.076904
	Iteration 8Q: 3 clusters Score -428229.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -428479.218750 Penalty: 2925.076904
	Iteration 9Q: 3 clusters Score -428479.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -428738.531250 Penalty: 2925.076904
	Iteration 10Q: 3 clusters Score -428738.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -428991.781250 Penalty: 2925.076904
	Iteration 11Q: 3 clusters Score -428991.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -429195.625000 Penalty: 2925.076904
	Iteration 12Q: 3 clusters Score -429195.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -429354.718750 Penalty: 2925.076904
	Iteration 13Q: 3 clusters Score -429354.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -429467.718750 Penalty: 2925.076904
	Iteration 14Q: 3 clusters Score -429467.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -429531.437500 Penalty: 2925.076904
	Iteration 15Q: 3 clusters Score -429531.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -429574.125000 Penalty: 2925.076904
	Iteration 16Q: 3 clusters Score -429574.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -429606.531250 Penalty: 2925.076904
	Iteration 17Q: 3 clusters Score -429606.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -429635.437500 Penalty: 2925.076904
	Iteration 18Q: 3 clusters Score -429635.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -429652.750000 Penalty: 2925.076904
	Iteration 19Q: 3 clusters Score -429652.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -429669.406250 Penalty: 2925.076904
	Iteration 20F: 3 clusters Score -429669.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -429689.343750 Penalty: 2925.076904
	Iteration 21Q: 3 clusters Score -429689.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -429703.906250 Penalty: 2925.076904
	Iteration 22Q: 3 clusters Score -429703.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -429718.406250 Penalty: 2925.076904
	Iteration 23Q: 3 clusters Score -429718.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -429730.812500 Penalty: 2925.076904
	Iteration 24Q: 3 clusters Score -429730.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -429743.031250 Penalty: 2925.076904
	Iteration 25Q: 3 clusters Score -429743 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -429752.812500 Penalty: 2925.076904
	Iteration 26Q: 3 clusters Score -429752.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -429766.500000 Penalty: 2925.076904
	Iteration 27Q: 3 clusters Score -429766.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -429792.812500 Penalty: 2925.076904
	Iteration 28Q: 3 clusters Score -429792.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -429824.031250 Penalty: 2925.076904
	Iteration 29Q: 3 clusters Score -429824 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -429857.187500 Penalty: 2925.076904
	Iteration 30Q: 3 clusters Score -429857.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -429888.093750 Penalty: 2925.076904
	Iteration 31Q: 3 clusters Score -429888.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -429906.625000 Penalty: 2925.076904
	Iteration 32Q: 3 clusters Score -429906.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -429923.343750 Penalty: 2925.076904
	Iteration 33Q: 3 clusters Score -429923.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -429941.375000 Penalty: 2925.076904
	Iteration 34Q: 3 clusters Score -429941.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -429958.375000 Penalty: 2925.076904
	Iteration 35Q: 3 clusters Score -429958.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -429969.968750 Penalty: 2925.076904
	Iteration 36Q: 3 clusters Score -429970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -429976.187500 Penalty: 2925.076904
	Iteration 37Q: 3 clusters Score -429976.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -429984.312500 Penalty: 2925.076904
	Iteration 38Q: 3 clusters Score -429984.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -429995.250000 Penalty: 2925.076904
	Iteration 39Q: 3 clusters Score -429995.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -430004.750000 Penalty: 2925.076904
	Iteration 40F: 3 clusters Score -430004.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -430009.625000 Penalty: 2925.076904
	Iteration 41Q: 3 clusters Score -430009.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -430014.593750 Penalty: 2925.076904
	Iteration 42Q: 3 clusters Score -430014.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -430017.187500 Penalty: 2925.076904
	Iteration 43Q: 3 clusters Score -430017.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -430019.750000 Penalty: 2925.076904
	Iteration 44Q: 3 clusters Score -430019.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -430021.937500 Penalty: 2925.076904
	Iteration 45Q: 3 clusters Score -430021.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -430022.375000 Penalty: 2925.076904
	Iteration 46Q: 3 clusters Score -430022.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -430025.187500 Penalty: 2925.076904
	Iteration 47Q: 3 clusters Score -430025.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -430027.750000 Penalty: 2925.076904
	Iteration 48Q: 3 clusters Score -430027.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -430031.093750 Penalty: 2925.076904
	Iteration 49Q: 3 clusters Score -430031.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -430033.718750 Penalty: 2925.076904
	Iteration 50Q: 3 clusters Score -430033.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -430036.250000 Penalty: 2925.076904
	Iteration 51Q: 3 clusters Score -430036.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -430037.468750 Penalty: 2925.076904
	Iteration 52Q: 3 clusters Score -430037.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -430038.937500 Penalty: 2925.076904
	Iteration 53Q: 3 clusters Score -430038.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -430039.625000 Penalty: 2925.076904
	Iteration 54Q: 3 clusters Score -430039.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -430041.062500 Penalty: 2925.076904
	Iteration 55Q: 3 clusters Score -430041.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -430042.312500 Penalty: 2925.076904
	Iteration 56Q: 3 clusters Score -430042.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -430042.937500 Penalty: 2925.076904
	Iteration 57Q: 3 clusters Score -430042.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -430044.500000 Penalty: 2925.076904
	Iteration 58Q: 3 clusters Score -430044.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -430045.781250 Penalty: 2925.076904
	Iteration 59Q: 3 clusters Score -430045.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -430048.906250 Penalty: 2925.076904
	Iteration 60F: 3 clusters Score -430048.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -430049.406250 Penalty: 2925.076904
	Iteration 61Q: 3 clusters Score -430049.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -430049.812500 Penalty: 2925.076904
	Iteration 62Q: 3 clusters Score -430049.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -430049.937500 Penalty: 2925.076904
	Iteration 63Q: 3 clusters Score -430049.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -430050.343750 Penalty: 2925.076904
	Iteration 64Q: 3 clusters Score -430050.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -430051.531250 Penalty: 2925.076904
	Iteration 65Q: 3 clusters Score -430051.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -430052.250000 Penalty: 2925.076904
	Iteration 66Q: 3 clusters Score -430052.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -430053.437500 Penalty: 2925.076904
	Iteration 67Q: 3 clusters Score -430053.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -430053.687500 Penalty: 2925.076904
	Iteration 68Q: 3 clusters Score -430053.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -430053.718750 Penalty: 2925.076904
	Iteration 69Q: 3 clusters Score -430053.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -430054.906250 Penalty: 2925.076904
	Iteration 70Q: 3 clusters Score -430054.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -430054.906250 Penalty: 2925.076904
	Iteration 71Q: 3 clusters Score -430054.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -430055.593750 Penalty: 2925.076904
	Iteration 72Q: 3 clusters Score -430055.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -430055.593750 Penalty: 2925.076904
	Iteration 73F: 3 clusters Score -430055.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Entering Unmasked Estep 
Score: -73258.531250 Penalty: 1179.720703
	Iteration 0F: 2 clusters Score -73258.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -71509.640625 Penalty: 2359.441406
	Iteration 0F: 3 clusters Score -71509.64 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -71843.062500 Penalty: 2359.441406
	Iteration 1F: 3 clusters Score -71843.06 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -71923.960938 Penalty: 2359.441406
	Iteration 2F: 3 clusters Score -71923.96 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -71963.539062 Penalty: 2359.441406
	Iteration 3Q: 3 clusters Score -71963.54 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -71991.476562 Penalty: 2359.441406
	Iteration 4Q: 3 clusters Score -71991.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -72011.968750 Penalty: 2359.441406
	Iteration 5Q: 3 clusters Score -72011.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -72022.648438 Penalty: 2359.441406
	Iteration 6Q: 3 clusters Score -72022.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -72032.898438 Penalty: 2359.441406
	Iteration 7Q: 3 clusters Score -72032.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -72038.695312 Penalty: 2359.441406
	Iteration 8Q: 3 clusters Score -72038.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -72042.945312 Penalty: 2359.441406
	Iteration 9Q: 3 clusters Score -72042.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -72047.476562 Penalty: 2359.441406
	Iteration 10Q: 3 clusters Score -72047.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -72050.296875 Penalty: 2359.441406
	Iteration 11Q: 3 clusters Score -72050.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -72053.648438 Penalty: 2359.441406
	Iteration 12Q: 3 clusters Score -72053.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -72055.507812 Penalty: 2359.441406
	Iteration 13Q: 3 clusters Score -72055.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -72057.000000 Penalty: 2359.441406
	Iteration 14Q: 3 clusters Score -72057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -72057.734375 Penalty: 2359.441406
	Iteration 15Q: 3 clusters Score -72057.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -72058.906250 Penalty: 2359.441406
	Iteration 16Q: 3 clusters Score -72058.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -72060.609375 Penalty: 2359.441406
	Iteration 17Q: 3 clusters Score -72060.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -72063.929688 Penalty: 2359.441406
	Iteration 18Q: 3 clusters Score -72063.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -72066.304688 Penalty: 2359.441406
	Iteration 19Q: 3 clusters Score -72066.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -72068.148438 Penalty: 2359.441406
	Iteration 20F: 3 clusters Score -72068.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -72069.164062 Penalty: 2359.441406
	Iteration 21Q: 3 clusters Score -72069.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -72070.750000 Penalty: 2359.441406
	Iteration 22Q: 3 clusters Score -72070.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -72071.234375 Penalty: 2359.441406
	Iteration 23Q: 3 clusters Score -72071.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -72071.617188 Penalty: 2359.441406
	Iteration 24Q: 3 clusters Score -72071.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -72071.617188 Penalty: 2359.441406
	Iteration 25F: 3 clusters Score -72071.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -85868.945312 Penalty: 1203.491699
	Iteration 0F: 2 clusters Score -85868.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -83984.437500 Penalty: 2406.983398
	Iteration 0F: 3 clusters Score -83984.44 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -84312.484375 Penalty: 2406.983398
	Iteration 1F: 3 clusters Score -84312.48 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -84404.507812 Penalty: 2406.983398
	Iteration 2F: 3 clusters Score -84404.51 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -84468.765625 Penalty: 2406.983398
	Iteration 3Q: 3 clusters Score -84468.77 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -84506.093750 Penalty: 2406.983398
	Iteration 4Q: 3 clusters Score -84506.09 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -84531.406250 Penalty: 2406.983398
	Iteration 5Q: 3 clusters Score -84531.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -84547.601562 Penalty: 2406.983398
	Iteration 6Q: 3 clusters Score -84547.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -84554.500000 Penalty: 2406.983398
	Iteration 7Q: 3 clusters Score -84554.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -84557.593750 Penalty: 2406.983398
	Iteration 8Q: 3 clusters Score -84557.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -84560.671875 Penalty: 2406.983398
	Iteration 9Q: 3 clusters Score -84560.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -84562.875000 Penalty: 2406.983398
	Iteration 10Q: 3 clusters Score -84562.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -84565.734375 Penalty: 2406.983398
	Iteration 11Q: 3 clusters Score -84565.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -84568.898438 Penalty: 2406.983398
	Iteration 12Q: 3 clusters Score -84568.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -84572.921875 Penalty: 2406.983398
	Iteration 13Q: 3 clusters Score -84572.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -84578.296875 Penalty: 2406.983398
	Iteration 14Q: 3 clusters Score -84578.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -84583.562500 Penalty: 2406.983398
	Iteration 15Q: 3 clusters Score -84583.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -84585.671875 Penalty: 2406.983398
	Iteration 16Q: 3 clusters Score -84585.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -84587.445312 Penalty: 2406.983398
	Iteration 17Q: 3 clusters Score -84587.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -84587.445312 Penalty: 2406.983398
	Iteration 18F: 3 clusters Score -84587.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Entering Unmasked Estep 
Score: -139157.125000 Penalty: 1297.475220
	Iteration 0F: 2 clusters Score -139157.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -136520.453125 Penalty: 2594.950439
	Iteration 0F: 3 clusters Score -136520.5 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -137160.640625 Penalty: 2594.950439
	Iteration 1F: 3 clusters Score -137160.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -137290.921875 Penalty: 2594.950439
	Iteration 2F: 3 clusters Score -137290.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -137368.453125 Penalty: 2594.950439
	Iteration 3Q: 3 clusters Score -137368.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -137410.843750 Penalty: 2594.950439
	Iteration 4Q: 3 clusters Score -137410.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -137443.421875 Penalty: 2594.950439
	Iteration 5Q: 3 clusters Score -137443.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -137471.171875 Penalty: 2594.950439
	Iteration 6Q: 3 clusters Score -137471.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -137494.625000 Penalty: 2594.950439
	Iteration 7Q: 3 clusters Score -137494.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -137518.687500 Penalty: 2594.950439
	Iteration 8Q: 3 clusters Score -137518.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -137541.000000 Penalty: 2594.950439
	Iteration 9Q: 3 clusters Score -137541 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -137560.796875 Penalty: 2594.950439
	Iteration 10Q: 3 clusters Score -137560.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -137580.234375 Penalty: 2594.950439
	Iteration 11Q: 3 clusters Score -137580.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -137603.828125 Penalty: 2594.950439
	Iteration 12Q: 3 clusters Score -137603.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -137626.796875 Penalty: 2594.950439
	Iteration 13Q: 3 clusters Score -137626.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -137646.046875 Penalty: 2594.950439
	Iteration 14Q: 3 clusters Score -137646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -137662.328125 Penalty: 2594.950439
	Iteration 15Q: 3 clusters Score -137662.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -137679.937500 Penalty: 2594.950439
	Iteration 16Q: 3 clusters Score -137679.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -137707.484375 Penalty: 2594.950439
	Iteration 17Q: 3 clusters Score -137707.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -137737.546875 Penalty: 2594.950439
	Iteration 18Q: 3 clusters Score -137737.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -137767.734375 Penalty: 2594.950439
	Iteration 19Q: 3 clusters Score -137767.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -137794.984375 Penalty: 2594.950439
	Iteration 20F: 3 clusters Score -137795 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -137830.875000 Penalty: 2594.950439
	Iteration 21Q: 3 clusters Score -137830.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -137860.703125 Penalty: 2594.950439
	Iteration 22Q: 3 clusters Score -137860.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -137896.796875 Penalty: 2594.950439
	Iteration 23Q: 3 clusters Score -137896.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -137922.296875 Penalty: 2594.950439
	Iteration 24Q: 3 clusters Score -137922.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -137944.453125 Penalty: 2594.950439
	Iteration 25Q: 3 clusters Score -137944.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -137973.562500 Penalty: 2594.950439
	Iteration 26Q: 3 clusters Score -137973.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -137993.000000 Penalty: 2594.950439
	Iteration 27Q: 3 clusters Score -137993 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -138025.015625 Penalty: 2594.950439
	Iteration 28Q: 3 clusters Score -138025 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -138051.625000 Penalty: 2594.950439
	Iteration 29Q: 3 clusters Score -138051.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -138068.921875 Penalty: 2594.950439
	Iteration 30Q: 3 clusters Score -138068.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -138087.031250 Penalty: 2594.950439
	Iteration 31Q: 3 clusters Score -138087 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -138111.421875 Penalty: 2594.950439
	Iteration 32Q: 3 clusters Score -138111.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -138126.328125 Penalty: 2594.950439
	Iteration 33Q: 3 clusters Score -138126.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -138137.046875 Penalty: 2594.950439
	Iteration 34Q: 3 clusters Score -138137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -138153.031250 Penalty: 2594.950439
	Iteration 35Q: 3 clusters Score -138153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -138159.218750 Penalty: 2594.950439
	Iteration 36Q: 3 clusters Score -138159.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -138161.734375 Penalty: 2594.950439
	Iteration 37Q: 3 clusters Score -138161.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -138164.750000 Penalty: 2594.950439
	Iteration 38Q: 3 clusters Score -138164.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -138168.312500 Penalty: 2594.950439
	Iteration 39Q: 3 clusters Score -138168.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -138170.203125 Penalty: 2594.950439
	Iteration 40F: 3 clusters Score -138170.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -138171.468750 Penalty: 2594.950439
	Iteration 41Q: 3 clusters Score -138171.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -138173.093750 Penalty: 2594.950439
	Iteration 42Q: 3 clusters Score -138173.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -138176.921875 Penalty: 2594.950439
	Iteration 43Q: 3 clusters Score -138176.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -138182.640625 Penalty: 2594.950439
	Iteration 44Q: 3 clusters Score -138182.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -138187.875000 Penalty: 2594.950439
	Iteration 45Q: 3 clusters Score -138187.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -138194.390625 Penalty: 2594.950439
	Iteration 46Q: 3 clusters Score -138194.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -138195.359375 Penalty: 2594.950439
	Iteration 47Q: 3 clusters Score -138195.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -138195.359375 Penalty: 2594.950439
	Iteration 48F: 3 clusters Score -138195.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (191328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191328 members 
Entering Unmasked Estep 
Score: -10043603.000000 Penalty: 1976.283447
	Iteration 0F: 2 clusters Score -1.00436e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95566 members 
Mstep: Class 2 contains 95762 members 
Entering Unmasked Estep 
Score: -9914914.000000 Penalty: 3952.566895
	Iteration 0F: 3 clusters Score -9914914 nChanged 92626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92092 members 
Mstep: Class 2 contains 99236 members 
Entering Unmasked Estep 
Score: -9969355.000000 Penalty: 3952.566895
	Iteration 1F: 3 clusters Score -9969355 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89751 members 
Mstep: Class 2 contains 101577 members 
Entering Unmasked Estep 
Score: -9970993.000000 Penalty: 3952.566895
	Iteration 2Q: 3 clusters Score -9970993 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85973 members 
Mstep: Class 2 contains 105355 members 
Entering Unmasked Estep 
Score: -9974256.000000 Penalty: 3952.566895
	Iteration 3Q: 3 clusters Score -9974256 nChanged 10208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80189 members 
Mstep: Class 2 contains 111139 members 
Entering Unmasked Estep 
Score: -9980311.000000 Penalty: 3952.566895
	Iteration 4F: 3 clusters Score -9980311 nChanged 13587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72172 members 
Mstep: Class 2 contains 119156 members 
Entering Unmasked Estep 
Score: -9990737.000000 Penalty: 3952.566895
	Iteration 5F: 3 clusters Score -9990737 nChanged 15885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62295 members 
Mstep: Class 2 contains 129033 members 
Entering Unmasked Estep 
Score: -10004701.000000 Penalty: 3952.566895
	Iteration 6F: 3 clusters Score -1.00047e+07 nChanged 14806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53275 members 
Mstep: Class 2 contains 138053 members 
Entering Unmasked Estep 
Score: -10017776.000000 Penalty: 3952.566895
	Iteration 7F: 3 clusters Score -1.001778e+07 nChanged 11268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 144459 members 
Entering Unmasked Estep 
Score: -10027561.000000 Penalty: 3952.566895
	Iteration 8F: 3 clusters Score -1.002756e+07 nChanged 7211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 148708 members 
Entering Unmasked Estep 
Score: -10033372.000000 Penalty: 3952.566895
	Iteration 9Q: 3 clusters Score -1.003337e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 151989 members 
Entering Unmasked Estep 
Score: -10036925.000000 Penalty: 3952.566895
	Iteration 10Q: 3 clusters Score -1.003692e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 154427 members 
Entering Unmasked Estep 
Score: -10038924.000000 Penalty: 3952.566895
	Iteration 11Q: 3 clusters Score -1.003892e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 156239 members 
Entering Unmasked Estep 
Score: -10040081.000000 Penalty: 3952.566895
	Iteration 12Q: 3 clusters Score -1.004008e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 157659 members 
Entering Unmasked Estep 
Score: -10040742.000000 Penalty: 3952.566895
	Iteration 13Q: 3 clusters Score -1.004074e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 158871 members 
Entering Unmasked Estep 
Score: -10041191.000000 Penalty: 3952.566895
	Iteration 14Q: 3 clusters Score -1.004119e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 159922 members 
Entering Unmasked Estep 
Score: -10041443.000000 Penalty: 3952.566895
	Iteration 15Q: 3 clusters Score -1.004144e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 160909 members 
Entering Unmasked Estep 
Score: -10041627.000000 Penalty: 3952.566895
	Iteration 16Q: 3 clusters Score -1.004163e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 161766 members 
Entering Unmasked Estep 
Score: -10041765.000000 Penalty: 3952.566895
	Iteration 17Q: 3 clusters Score -1.004176e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 162533 members 
Entering Unmasked Estep 
Score: -10041887.000000 Penalty: 3952.566895
	Iteration 18Q: 3 clusters Score -1.004189e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 163273 members 
Entering Unmasked Estep 
Score: -10041959.000000 Penalty: 3952.566895
	Iteration 19Q: 3 clusters Score -1.004196e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 163949 members 
Entering Unmasked Estep 
Score: -10041970.000000 Penalty: 3952.566895
	Iteration 20F: 3 clusters Score -1.004197e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 164594 members 
Entering Unmasked Estep 
Score: -10042078.000000 Penalty: 3952.566895
	Iteration 21Q: 3 clusters Score -1.004208e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 165187 members 
Entering Unmasked Estep 
Score: -10042143.000000 Penalty: 3952.566895
	Iteration 22Q: 3 clusters Score -1.004214e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 165729 members 
Entering Unmasked Estep 
Score: -10042184.000000 Penalty: 3952.566895
	Iteration 23Q: 3 clusters Score -1.004218e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 166226 members 
Entering Unmasked Estep 
Score: -10042303.000000 Penalty: 3952.566895
	Iteration 24Q: 3 clusters Score -1.00423e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 166727 members 
Entering Unmasked Estep 
Score: -10042338.000000 Penalty: 3952.566895
	Iteration 25Q: 3 clusters Score -1.004234e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 167183 members 
Entering Unmasked Estep 
Score: -10042408.000000 Penalty: 3952.566895
	Iteration 26Q: 3 clusters Score -1.004241e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 167620 members 
Entering Unmasked Estep 
Score: -10042473.000000 Penalty: 3952.566895
	Iteration 27Q: 3 clusters Score -1.004247e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 168042 members 
Entering Unmasked Estep 
Score: -10042524.000000 Penalty: 3952.566895
	Iteration 28Q: 3 clusters Score -1.004252e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 168419 members 
Entering Unmasked Estep 
Score: -10042557.000000 Penalty: 3952.566895
	Iteration 29Q: 3 clusters Score -1.004256e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 168798 members 
Entering Unmasked Estep 
Score: -10042593.000000 Penalty: 3952.566895
	Iteration 30Q: 3 clusters Score -1.004259e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 169173 members 
Entering Unmasked Estep 
Score: -10042579.000000 Penalty: 3952.566895
	Iteration 31Q: 3 clusters Score -1.004258e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 169541 members 
Entering Unmasked Estep 
Score: -10042596.000000 Penalty: 3952.566895
	Iteration 32Q: 3 clusters Score -1.00426e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 169904 members 
Entering Unmasked Estep 
Score: -10042626.000000 Penalty: 3952.566895
	Iteration 33Q: 3 clusters Score -1.004263e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 170282 members 
Entering Unmasked Estep 
Score: -10042663.000000 Penalty: 3952.566895
	Iteration 34Q: 3 clusters Score -1.004266e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 170637 members 
Entering Unmasked Estep 
Score: -10042748.000000 Penalty: 3952.566895
	Iteration 35Q: 3 clusters Score -1.004275e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 171003 members 
Entering Unmasked Estep 
Score: -10042744.000000 Penalty: 3952.566895
	Iteration 36Q: 3 clusters Score -1.004274e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 171383 members 
Entering Unmasked Estep 
Score: -10042774.000000 Penalty: 3952.566895
	Iteration 37Q: 3 clusters Score -1.004277e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 171776 members 
Entering Unmasked Estep 
Score: -10042836.000000 Penalty: 3952.566895
	Iteration 38Q: 3 clusters Score -1.004284e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 172174 members 
Entering Unmasked Estep 
Score: -10042874.000000 Penalty: 3952.566895
	Iteration 39Q: 3 clusters Score -1.004287e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 172572 members 
Entering Unmasked Estep 
Score: -10042901.000000 Penalty: 3952.566895
	Iteration 40F: 3 clusters Score -1.00429e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 172978 members 
Entering Unmasked Estep 
Score: -10042952.000000 Penalty: 3952.566895
	Iteration 41Q: 3 clusters Score -1.004295e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 173358 members 
Entering Unmasked Estep 
Score: -10042984.000000 Penalty: 3952.566895
	Iteration 42Q: 3 clusters Score -1.004298e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 173727 members 
Entering Unmasked Estep 
Score: -10043014.000000 Penalty: 3952.566895
	Iteration 43Q: 3 clusters Score -1.004301e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 174074 members 
Entering Unmasked Estep 
Score: -10043049.000000 Penalty: 3952.566895
	Iteration 44Q: 3 clusters Score -1.004305e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 174409 members 
Entering Unmasked Estep 
Score: -10043098.000000 Penalty: 3952.566895
	Iteration 45Q: 3 clusters Score -1.00431e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 174725 members 
Entering Unmasked Estep 
Score: -10043152.000000 Penalty: 3952.566895
	Iteration 46Q: 3 clusters Score -1.004315e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 175026 members 
Entering Unmasked Estep 
Score: -10043184.000000 Penalty: 3952.566895
	Iteration 47Q: 3 clusters Score -1.004318e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 175315 members 
Entering Unmasked Estep 
Score: -10043201.000000 Penalty: 3952.566895
	Iteration 48Q: 3 clusters Score -1.00432e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 175569 members 
Entering Unmasked Estep 
Score: -10043227.000000 Penalty: 3952.566895
	Iteration 49Q: 3 clusters Score -1.004323e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 175808 members 
Entering Unmasked Estep 
Score: -10043238.000000 Penalty: 3952.566895
	Iteration 50Q: 3 clusters Score -1.004324e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 176053 members 
Entering Unmasked Estep 
Score: -10043265.000000 Penalty: 3952.566895
	Iteration 51Q: 3 clusters Score -1.004326e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 176284 members 
Entering Unmasked Estep 
Score: -10043264.000000 Penalty: 3952.566895
	Iteration 52Q: 3 clusters Score -1.004326e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 176505 members 
Entering Unmasked Estep 
Score: -10043272.000000 Penalty: 3952.566895
	Iteration 53Q: 3 clusters Score -1.004327e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 176720 members 
Entering Unmasked Estep 
Score: -10043310.000000 Penalty: 3952.566895
	Iteration 54Q: 3 clusters Score -1.004331e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 176936 members 
Entering Unmasked Estep 
Score: -10043340.000000 Penalty: 3952.566895
	Iteration 55Q: 3 clusters Score -1.004334e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 177141 members 
Entering Unmasked Estep 
Score: -10043353.000000 Penalty: 3952.566895
	Iteration 56Q: 3 clusters Score -1.004335e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 177335 members 
Entering Unmasked Estep 
Score: -10043393.000000 Penalty: 3952.566895
	Iteration 57Q: 3 clusters Score -1.004339e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 177528 members 
Entering Unmasked Estep 
Score: -10043385.000000 Penalty: 3952.566895
	Iteration 58Q: 3 clusters Score -1.004338e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 177717 members 
Entering Unmasked Estep 
Score: -10043384.000000 Penalty: 3952.566895
	Iteration 59Q: 3 clusters Score -1.004338e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 177898 members 
Entering Unmasked Estep 
Score: -10043409.000000 Penalty: 3952.566895
	Iteration 60F: 3 clusters Score -1.004341e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 178067 members 
Entering Unmasked Estep 
Score: -10043428.000000 Penalty: 3952.566895
	Iteration 61Q: 3 clusters Score -1.004343e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 178232 members 
Entering Unmasked Estep 
Score: -10043432.000000 Penalty: 3952.566895
	Iteration 62Q: 3 clusters Score -1.004343e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 178390 members 
Entering Unmasked Estep 
Score: -10043464.000000 Penalty: 3952.566895
	Iteration 63Q: 3 clusters Score -1.004346e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 178533 members 
Entering Unmasked Estep 
Score: -10043469.000000 Penalty: 3952.566895
	Iteration 64Q: 3 clusters Score -1.004347e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 178664 members 
Entering Unmasked Estep 
Score: -10043471.000000 Penalty: 3952.566895
	Iteration 65Q: 3 clusters Score -1.004347e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 178784 members 
Entering Unmasked Estep 
Score: -10043470.000000 Penalty: 3952.566895
	Iteration 66Q: 3 clusters Score -1.004347e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 178901 members 
Entering Unmasked Estep 
Score: -10043481.000000 Penalty: 3952.566895
	Iteration 67Q: 3 clusters Score -1.004348e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 179005 members 
Entering Unmasked Estep 
Score: -10043478.000000 Penalty: 3952.566895
	Iteration 68Q: 3 clusters Score -1.004348e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 179102 members 
Entering Unmasked Estep 
Score: -10043509.000000 Penalty: 3952.566895
	Iteration 69Q: 3 clusters Score -1.004351e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 179187 members 
Entering Unmasked Estep 
Score: -10043536.000000 Penalty: 3952.566895
	Iteration 70Q: 3 clusters Score -1.004354e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 179263 members 
Entering Unmasked Estep 
Score: -10043532.000000 Penalty: 3952.566895
	Iteration 71Q: 3 clusters Score -1.004353e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 179347 members 
Entering Unmasked Estep 
Score: -10043521.000000 Penalty: 3952.566895
	Iteration 72Q: 3 clusters Score -1.004352e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 179428 members 
Entering Unmasked Estep 
Score: -10043513.000000 Penalty: 3952.566895
	Iteration 73Q: 3 clusters Score -1.004351e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 179512 members 
Entering Unmasked Estep 
Score: -10043519.000000 Penalty: 3952.566895
	Iteration 74Q: 3 clusters Score -1.004352e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 179603 members 
Entering Unmasked Estep 
Score: -10043524.000000 Penalty: 3952.566895
	Iteration 75Q: 3 clusters Score -1.004352e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 179681 members 
Entering Unmasked Estep 
Score: -10043551.000000 Penalty: 3952.566895
	Iteration 76Q: 3 clusters Score -1.004355e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 179765 members 
Entering Unmasked Estep 
Score: -10043534.000000 Penalty: 3952.566895
	Iteration 77Q: 3 clusters Score -1.004353e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 179847 members 
Entering Unmasked Estep 
Score: -10043531.000000 Penalty: 3952.566895
	Iteration 78Q: 3 clusters Score -1.004353e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 179923 members 
Entering Unmasked Estep 
Score: -10043558.000000 Penalty: 3952.566895
	Iteration 79Q: 3 clusters Score -1.004356e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 179995 members 
Entering Unmasked Estep 
Score: -10043570.000000 Penalty: 3952.566895
	Iteration 80F: 3 clusters Score -1.004357e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 180065 members 
Entering Unmasked Estep 
Score: -10043572.000000 Penalty: 3952.566895
	Iteration 81Q: 3 clusters Score -1.004357e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 180138 members 
Entering Unmasked Estep 
Score: -10043580.000000 Penalty: 3952.566895
	Iteration 82Q: 3 clusters Score -1.004358e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 180213 members 
Entering Unmasked Estep 
Score: -10043581.000000 Penalty: 3952.566895
	Iteration 83Q: 3 clusters Score -1.004358e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 180274 members 
Entering Unmasked Estep 
Score: -10043594.000000 Penalty: 3952.566895
	Iteration 84Q: 3 clusters Score -1.004359e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 180330 members 
Entering Unmasked Estep 
Score: -10043610.000000 Penalty: 3952.566895
	Iteration 85Q: 3 clusters Score -1.004361e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 180384 members 
Entering Unmasked Estep 
Score: -10043624.000000 Penalty: 3952.566895
	Iteration 86Q: 3 clusters Score -1.004362e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 180445 members 
Entering Unmasked Estep 
Score: -10043611.000000 Penalty: 3952.566895
	Iteration 87Q: 3 clusters Score -1.004361e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 180511 members 
Entering Unmasked Estep 
Score: -10043625.000000 Penalty: 3952.566895
	Iteration 88Q: 3 clusters Score -1.004362e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 180574 members 
Entering Unmasked Estep 
Score: -10043637.000000 Penalty: 3952.566895
	Iteration 89Q: 3 clusters Score -1.004364e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 180646 members 
Entering Unmasked Estep 
Score: -10043639.000000 Penalty: 3952.566895
	Iteration 90Q: 3 clusters Score -1.004364e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 180707 members 
Entering Unmasked Estep 
Score: -10043650.000000 Penalty: 3952.566895
	Iteration 91Q: 3 clusters Score -1.004365e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 180762 members 
Entering Unmasked Estep 
Score: -10043657.000000 Penalty: 3952.566895
	Iteration 92Q: 3 clusters Score -1.004366e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 180826 members 
Entering Unmasked Estep 
Score: -10043666.000000 Penalty: 3952.566895
	Iteration 93Q: 3 clusters Score -1.004367e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 180883 members 
Entering Unmasked Estep 
Score: -10043667.000000 Penalty: 3952.566895
	Iteration 94Q: 3 clusters Score -1.004367e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 180943 members 
Entering Unmasked Estep 
Score: -10043670.000000 Penalty: 3952.566895
	Iteration 95Q: 3 clusters Score -1.004367e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 181005 members 
Entering Unmasked Estep 
Score: -10043676.000000 Penalty: 3952.566895
	Iteration 96Q: 3 clusters Score -1.004368e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 181065 members 
Entering Unmasked Estep 
Score: -10043675.000000 Penalty: 3952.566895
	Iteration 97Q: 3 clusters Score -1.004368e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 181137 members 
Entering Unmasked Estep 
Score: -10043681.000000 Penalty: 3952.566895
	Iteration 98Q: 3 clusters Score -1.004368e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 181206 members 
Entering Unmasked Estep 
Score: -10043686.000000 Penalty: 3952.566895
	Iteration 99Q: 3 clusters Score -1.004369e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 181289 members 
Entering Unmasked Estep 
Score: -10043696.000000 Penalty: 3952.566895
	Iteration 100F: 3 clusters Score -1.00437e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 181357 members 
Entering Unmasked Estep 
Score: -10043705.000000 Penalty: 3952.566895
	Iteration 101Q: 3 clusters Score -1.00437e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 181422 members 
Entering Unmasked Estep 
Score: -10043701.000000 Penalty: 3952.566895
	Iteration 102Q: 3 clusters Score -1.00437e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 181492 members 
Entering Unmasked Estep 
Score: -10043695.000000 Penalty: 3952.566895
	Iteration 103Q: 3 clusters Score -1.00437e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 181560 members 
Entering Unmasked Estep 
Score: -10043700.000000 Penalty: 3952.566895
	Iteration 104Q: 3 clusters Score -1.00437e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 181631 members 
Entering Unmasked Estep 
Score: -10043706.000000 Penalty: 3952.566895
	Iteration 105Q: 3 clusters Score -1.004371e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 181702 members 
Entering Unmasked Estep 
Score: -10043691.000000 Penalty: 3952.566895
	Iteration 106Q: 3 clusters Score -1.004369e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 181773 members 
Entering Unmasked Estep 
Score: -10043712.000000 Penalty: 3952.566895
	Iteration 107Q: 3 clusters Score -1.004371e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 181838 members 
Entering Unmasked Estep 
Score: -10043701.000000 Penalty: 3952.566895
	Iteration 108Q: 3 clusters Score -1.00437e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 181898 members 
Entering Unmasked Estep 
Score: -10043713.000000 Penalty: 3952.566895
	Iteration 109Q: 3 clusters Score -1.004371e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 181948 members 
Entering Unmasked Estep 
Score: -10043721.000000 Penalty: 3952.566895
	Iteration 110Q: 3 clusters Score -1.004372e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 181999 members 
Entering Unmasked Estep 
Score: -10043732.000000 Penalty: 3952.566895
	Iteration 111Q: 3 clusters Score -1.004373e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 182033 members 
Entering Unmasked Estep 
Score: -10043748.000000 Penalty: 3952.566895
	Iteration 112Q: 3 clusters Score -1.004375e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 182057 members 
Entering Unmasked Estep 
Score: -10043747.000000 Penalty: 3952.566895
	Iteration 113Q: 3 clusters Score -1.004375e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 182087 members 
Entering Unmasked Estep 
Score: -10043754.000000 Penalty: 3952.566895
	Iteration 114Q: 3 clusters Score -1.004375e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 182112 members 
Entering Unmasked Estep 
Score: -10043747.000000 Penalty: 3952.566895
	Iteration 115Q: 3 clusters Score -1.004375e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 182132 members 
Entering Unmasked Estep 
Score: -10043743.000000 Penalty: 3952.566895
	Iteration 116Q: 3 clusters Score -1.004374e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 182153 members 
Entering Unmasked Estep 
Score: -10043742.000000 Penalty: 3952.566895
	Iteration 117Q: 3 clusters Score -1.004374e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 182169 members 
Entering Unmasked Estep 
Score: -10043743.000000 Penalty: 3952.566895
	Iteration 118Q: 3 clusters Score -1.004374e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 182189 members 
Entering Unmasked Estep 
Score: -10043736.000000 Penalty: 3952.566895
	Iteration 119Q: 3 clusters Score -1.004374e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 182206 members 
Entering Unmasked Estep 
Score: -10043745.000000 Penalty: 3952.566895
	Iteration 120F: 3 clusters Score -1.004374e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 182228 members 
Entering Unmasked Estep 
Score: -10043744.000000 Penalty: 3952.566895
	Iteration 121Q: 3 clusters Score -1.004374e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 182255 members 
Entering Unmasked Estep 
Score: -10043762.000000 Penalty: 3952.566895
	Iteration 122Q: 3 clusters Score -1.004376e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 182277 members 
Entering Unmasked Estep 
Score: -10043756.000000 Penalty: 3952.566895
	Iteration 123Q: 3 clusters Score -1.004376e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 182287 members 
Entering Unmasked Estep 
Score: -10043759.000000 Penalty: 3952.566895
	Iteration 124Q: 3 clusters Score -1.004376e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 182290 members 
Entering Unmasked Estep 
Score: -10043757.000000 Penalty: 3952.566895
	Iteration 125Q: 3 clusters Score -1.004376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 182293 members 
Entering Unmasked Estep 
Score: -10043764.000000 Penalty: 3952.566895
	Iteration 126Q: 3 clusters Score -1.004376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 182294 members 
Entering Unmasked Estep 
Score: -10043757.000000 Penalty: 3952.566895
	Iteration 127Q: 3 clusters Score -1.004376e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 182294 members 
Entering Unmasked Estep 
Score: -10043757.000000 Penalty: 3952.566895
	Iteration 128F: 3 clusters Score -1.004376e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 9464 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18210 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 182294 members 
Mstep: Class 7 contains 8105 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1646 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 13 contains 9034 members 
Mstep: Class 14 contains 203527 members 
Mstep: Class 15 contains 42072 members 
Mstep: Class 17 contains 41630 members 
Mstep: Class 18 contains 8103 members 
Mstep: Class 19 contains 32774 members 
Mstep: Class 20 contains 13101 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
Score: -29086524.000000 Penalty: 38851.078125
Splitting cluster 13 changes total score from -29086678.000000 to -29086524.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (203527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203527 members 
Entering Unmasked Estep 
Score: -10216736.000000 Penalty: 1986.327515
	Iteration 0F: 2 clusters Score -1.021674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102036 members 
Mstep: Class 2 contains 101491 members 
Entering Unmasked Estep 
Score: -10079373.000000 Penalty: 3972.655029
	Iteration 0F: 3 clusters Score -1.007937e+07 nChanged 98853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111571 members 
Mstep: Class 2 contains 91956 members 
Entering Unmasked Estep 
Score: -10140208.000000 Penalty: 3972.655029
	Iteration 1F: 3 clusters Score -1.014021e+07 nChanged 9192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117687 members 
Mstep: Class 2 contains 85840 members 
Entering Unmasked Estep 
Score: -10143909.000000 Penalty: 3972.655029
	Iteration 2Q: 3 clusters Score -1.014391e+07 nChanged 11598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126397 members 
Mstep: Class 2 contains 77130 members 
Entering Unmasked Estep 
Score: -10150138.000000 Penalty: 3972.655029
	Iteration 3F: 3 clusters Score -1.015014e+07 nChanged 14516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138101 members 
Mstep: Class 2 contains 65426 members 
Entering Unmasked Estep 
Score: -10160419.000000 Penalty: 3972.655029
	Iteration 4F: 3 clusters Score -1.016042e+07 nChanged 16377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151800 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
Score: -10174119.000000 Penalty: 3972.655029
	Iteration 5F: 3 clusters Score -1.017412e+07 nChanged 15158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164660 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -10188041.000000 Penalty: 3972.655029
	Iteration 6F: 3 clusters Score -1.018804e+07 nChanged 11552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174214 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -10198506.000000 Penalty: 3972.655029
	Iteration 7F: 3 clusters Score -1.019851e+07 nChanged 7613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180179 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -10204878.000000 Penalty: 3972.655029
	Iteration 8Q: 3 clusters Score -1.020488e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183912 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -10208511.000000 Penalty: 3972.655029
	Iteration 9Q: 3 clusters Score -1.020851e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186336 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -10210441.000000 Penalty: 3972.655029
	Iteration 10Q: 3 clusters Score -1.021044e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188211 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -10211763.000000 Penalty: 3972.655029
	Iteration 11Q: 3 clusters Score -1.021176e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189677 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -10212545.000000 Penalty: 3972.655029
	Iteration 12Q: 3 clusters Score -1.021254e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190870 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -10213013.000000 Penalty: 3972.655029
	Iteration 13Q: 3 clusters Score -1.021301e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191927 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -10213432.000000 Penalty: 3972.655029
	Iteration 14Q: 3 clusters Score -1.021343e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192842 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -10213788.000000 Penalty: 3972.655029
	Iteration 15Q: 3 clusters Score -1.021379e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193576 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -10214000.000000 Penalty: 3972.655029
	Iteration 16Q: 3 clusters Score -1.0214e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194256 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -10214175.000000 Penalty: 3972.655029
	Iteration 17Q: 3 clusters Score -1.021418e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194873 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -10214323.000000 Penalty: 3972.655029
	Iteration 18Q: 3 clusters Score -1.021432e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195429 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -10214437.000000 Penalty: 3972.655029
	Iteration 19Q: 3 clusters Score -1.021444e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195927 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -10214566.000000 Penalty: 3972.655029
	Iteration 20F: 3 clusters Score -1.021457e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196386 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -10214704.000000 Penalty: 3972.655029
	Iteration 21Q: 3 clusters Score -1.02147e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196785 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -10214808.000000 Penalty: 3972.655029
	Iteration 22Q: 3 clusters Score -1.021481e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197175 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -10214976.000000 Penalty: 3972.655029
	Iteration 23Q: 3 clusters Score -1.021498e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197542 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -10215199.000000 Penalty: 3972.655029
	Iteration 24Q: 3 clusters Score -1.02152e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197863 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -10215358.000000 Penalty: 3972.655029
	Iteration 25Q: 3 clusters Score -1.021536e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198165 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -10215482.000000 Penalty: 3972.655029
	Iteration 26Q: 3 clusters Score -1.021548e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198406 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -10215699.000000 Penalty: 3972.655029
	Iteration 27Q: 3 clusters Score -1.02157e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198600 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -10215862.000000 Penalty: 3972.655029
	Iteration 28Q: 3 clusters Score -1.021586e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198781 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -10215993.000000 Penalty: 3972.655029
	Iteration 29Q: 3 clusters Score -1.021599e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198900 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -10216151.000000 Penalty: 3972.655029
	Iteration 30Q: 3 clusters Score -1.021615e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198988 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -10216252.000000 Penalty: 3972.655029
	Iteration 31Q: 3 clusters Score -1.021625e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199072 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -10216345.000000 Penalty: 3972.655029
	Iteration 32Q: 3 clusters Score -1.021634e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199139 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -10216430.000000 Penalty: 3972.655029
	Iteration 33Q: 3 clusters Score -1.021643e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199168 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -10216470.000000 Penalty: 3972.655029
	Iteration 34Q: 3 clusters Score -1.021647e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199183 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -10216518.000000 Penalty: 3972.655029
	Iteration 35Q: 3 clusters Score -1.021652e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199199 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -10216525.000000 Penalty: 3972.655029
	Iteration 36Q: 3 clusters Score -1.021652e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199223 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -10216582.000000 Penalty: 3972.655029
	Iteration 37Q: 3 clusters Score -1.021658e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199243 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -10216657.000000 Penalty: 3972.655029
	Iteration 38Q: 3 clusters Score -1.021666e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199261 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -10216719.000000 Penalty: 3972.655029
	Iteration 39Q: 3 clusters Score -1.021672e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199287 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -10216768.000000 Penalty: 3972.655029
	Iteration 40F: 3 clusters Score -1.021677e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199305 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -10216784.000000 Penalty: 3972.655029
	Iteration 41Q: 3 clusters Score -1.021678e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199325 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -10216797.000000 Penalty: 3972.655029
	Iteration 42Q: 3 clusters Score -1.02168e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199350 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -10216807.000000 Penalty: 3972.655029
	Iteration 43Q: 3 clusters Score -1.021681e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199361 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -10216830.000000 Penalty: 3972.655029
	Iteration 44Q: 3 clusters Score -1.021683e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199383 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -10216835.000000 Penalty: 3972.655029
	Iteration 45Q: 3 clusters Score -1.021684e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199383 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -10216845.000000 Penalty: 3972.655029
	Iteration 46Q: 3 clusters Score -1.021684e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199399 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -10216849.000000 Penalty: 3972.655029
	Iteration 47Q: 3 clusters Score -1.021685e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199406 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -10216855.000000 Penalty: 3972.655029
	Iteration 48Q: 3 clusters Score -1.021686e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199405 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -10216853.000000 Penalty: 3972.655029
	Iteration 49Q: 3 clusters Score -1.021685e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199403 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -10216855.000000 Penalty: 3972.655029
	Iteration 50Q: 3 clusters Score -1.021686e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199403 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -10216863.000000 Penalty: 3972.655029
	Iteration 51Q: 3 clusters Score -1.021686e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199401 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -10216859.000000 Penalty: 3972.655029
	Iteration 52Q: 3 clusters Score -1.021686e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199395 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -10216856.000000 Penalty: 3972.655029
	Iteration 53Q: 3 clusters Score -1.021686e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199392 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -10216860.000000 Penalty: 3972.655029
	Iteration 54Q: 3 clusters Score -1.021686e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199386 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -10216855.000000 Penalty: 3972.655029
	Iteration 55Q: 3 clusters Score -1.021686e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199384 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -10216857.000000 Penalty: 3972.655029
	Iteration 56Q: 3 clusters Score -1.021686e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199380 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -10216855.000000 Penalty: 3972.655029
	Iteration 57Q: 3 clusters Score -1.021686e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199376 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -10216848.000000 Penalty: 3972.655029
	Iteration 58Q: 3 clusters Score -1.021685e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199372 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -10216851.000000 Penalty: 3972.655029
	Iteration 59Q: 3 clusters Score -1.021685e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199368 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -10216843.000000 Penalty: 3972.655029
	Iteration 60F: 3 clusters Score -1.021684e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199363 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -10216826.000000 Penalty: 3972.655029
	Iteration 61Q: 3 clusters Score -1.021683e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199362 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -10216835.000000 Penalty: 3972.655029
	Iteration 62Q: 3 clusters Score -1.021684e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199359 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -10216833.000000 Penalty: 3972.655029
	Iteration 63Q: 3 clusters Score -1.021683e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199362 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -10216844.000000 Penalty: 3972.655029
	Iteration 64Q: 3 clusters Score -1.021684e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199360 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -10216840.000000 Penalty: 3972.655029
	Iteration 65Q: 3 clusters Score -1.021684e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199363 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -10216843.000000 Penalty: 3972.655029
	Iteration 66Q: 3 clusters Score -1.021684e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199368 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -10216846.000000 Penalty: 3972.655029
	Iteration 67Q: 3 clusters Score -1.021685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199367 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -10216844.000000 Penalty: 3972.655029
	Iteration 68Q: 3 clusters Score -1.021684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199369 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -10216844.000000 Penalty: 3972.655029
	Iteration 69Q: 3 clusters Score -1.021684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199365 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -10216843.000000 Penalty: 3972.655029
	Iteration 70Q: 3 clusters Score -1.021684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199363 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -10216859.000000 Penalty: 3972.655029
	Iteration 71Q: 3 clusters Score -1.021686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199359 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -10216853.000000 Penalty: 3972.655029
	Iteration 72Q: 3 clusters Score -1.021685e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199357 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -10216857.000000 Penalty: 3972.655029
	Iteration 73Q: 3 clusters Score -1.021686e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199357 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -10216865.000000 Penalty: 3972.655029
	Iteration 74Q: 3 clusters Score -1.021686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199358 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -10216861.000000 Penalty: 3972.655029
	Iteration 75Q: 3 clusters Score -1.021686e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199358 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -10216845.000000 Penalty: 3972.655029
	Iteration 76Q: 3 clusters Score -1.021684e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199359 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -10216853.000000 Penalty: 3972.655029
	Iteration 77Q: 3 clusters Score -1.021685e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199358 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -10216854.000000 Penalty: 3972.655029
	Iteration 78Q: 3 clusters Score -1.021685e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199361 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -10216859.000000 Penalty: 3972.655029
	Iteration 79Q: 3 clusters Score -1.021686e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199359 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -10216858.000000 Penalty: 3972.655029
	Iteration 80F: 3 clusters Score -1.021686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199357 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -10216858.000000 Penalty: 3972.655029
	Iteration 81Q: 3 clusters Score -1.021686e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199356 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -10216859.000000 Penalty: 3972.655029
	Iteration 82Q: 3 clusters Score -1.021686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199356 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -10216864.000000 Penalty: 3972.655029
	Iteration 83Q: 3 clusters Score -1.021686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199358 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -10216864.000000 Penalty: 3972.655029
	Iteration 84Q: 3 clusters Score -1.021686e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199358 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -10216864.000000 Penalty: 3972.655029
	Iteration 85F: 3 clusters Score -1.021686e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 9464 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18210 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 4169 members 
Mstep: Class 7 contains 8105 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1646 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 13 contains 191328 members 
Mstep: Class 14 contains 199358 members 
Mstep: Class 15 contains 42072 members 
Mstep: Class 17 contains 41630 members 
Mstep: Class 18 contains 8103 members 
Mstep: Class 19 contains 32774 members 
Mstep: Class 20 contains 13101 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
Score: -29086556.000000 Penalty: 38851.078125
Splitting cluster 14 changes total score from -29086678.000000 to -29086556.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (42072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Entering Unmasked Estep 
Score: -2133045.000000 Penalty: 1730.159912
	Iteration 0F: 2 clusters Score -2133045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -2104807.000000 Penalty: 3460.319824
	Iteration 0F: 3 clusters Score -2104807 nChanged 19800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -2116050.500000 Penalty: 3460.319824
	Iteration 1F: 3 clusters Score -2116050 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -2116516.750000 Penalty: 3460.319824
	Iteration 2Q: 3 clusters Score -2116517 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -2117038.500000 Penalty: 3460.319824
	Iteration 3Q: 3 clusters Score -2117038 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -2117800.750000 Penalty: 3460.319824
	Iteration 4Q: 3 clusters Score -2117801 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -2119046.250000 Penalty: 3460.319824
	Iteration 5F: 3 clusters Score -2119046 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -2121092.500000 Penalty: 3460.319824
	Iteration 6F: 3 clusters Score -2121092 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 33572 members 
Entering Unmasked Estep 
Score: -2124029.000000 Penalty: 3460.319824
	Iteration 7F: 3 clusters Score -2124029 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -2127273.250000 Penalty: 3460.319824
	Iteration 8F: 3 clusters Score -2127273 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
Score: -2129601.000000 Penalty: 3460.319824
	Iteration 9F: 3 clusters Score -2129601 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 40321 members 
Entering Unmasked Estep 
Score: -2130773.000000 Penalty: 3460.319824
	Iteration 10Q: 3 clusters Score -2130773 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -2131262.250000 Penalty: 3460.319824
	Iteration 11Q: 3 clusters Score -2131262 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -2131477.000000 Penalty: 3460.319824
	Iteration 12Q: 3 clusters Score -2131477 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -2131607.250000 Penalty: 3460.319824
	Iteration 13Q: 3 clusters Score -2131607 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -2131715.500000 Penalty: 3460.319824
	Iteration 14Q: 3 clusters Score -2131716 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -2131795.000000 Penalty: 3460.319824
	Iteration 15Q: 3 clusters Score -2131795 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -2131871.500000 Penalty: 3460.319824
	Iteration 16Q: 3 clusters Score -2131872 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -2131929.000000 Penalty: 3460.319824
	Iteration 17Q: 3 clusters Score -2131929 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -2131968.750000 Penalty: 3460.319824
	Iteration 18Q: 3 clusters Score -2131969 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 41288 members 
Entering Unmasked Estep 
Score: -2131983.250000 Penalty: 3460.319824
	Iteration 19Q: 3 clusters Score -2131983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -2131991.500000 Penalty: 3460.319824
	Iteration 20F: 3 clusters Score -2131992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -2131998.250000 Penalty: 3460.319824
	Iteration 21Q: 3 clusters Score -2131998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -2132002.750000 Penalty: 3460.319824
	Iteration 22Q: 3 clusters Score -2132003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -2132009.500000 Penalty: 3460.319824
	Iteration 23Q: 3 clusters Score -2132010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -2132009.500000 Penalty: 3460.319824
	Iteration 24Q: 3 clusters Score -2132010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -2132014.250000 Penalty: 3460.319824
	Iteration 25Q: 3 clusters Score -2132014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -2132020.500000 Penalty: 3460.319824
	Iteration 26Q: 3 clusters Score -2132020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -2132021.250000 Penalty: 3460.319824
	Iteration 27Q: 3 clusters Score -2132021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -2132021.750000 Penalty: 3460.319824
	Iteration 28Q: 3 clusters Score -2132022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -2132021.750000 Penalty: 3460.319824
	Iteration 29F: 3 clusters Score -2132022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (41630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Entering Unmasked Estep 
Score: -2157415.250000 Penalty: 1728.443726
	Iteration 0F: 2 clusters Score -2157415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -2129519.250000 Penalty: 3456.887451
	Iteration 0F: 3 clusters Score -2129519 nChanged 19443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -2140142.250000 Penalty: 3456.887451
	Iteration 1F: 3 clusters Score -2140142 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -2140604.750000 Penalty: 3456.887451
	Iteration 2Q: 3 clusters Score -2140605 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -2141109.000000 Penalty: 3456.887451
	Iteration 3Q: 3 clusters Score -2141109 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -2141678.750000 Penalty: 3456.887451
	Iteration 4Q: 3 clusters Score -2141679 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -2142424.500000 Penalty: 3456.887451
	Iteration 5Q: 3 clusters Score -2142424 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -2143511.750000 Penalty: 3456.887451
	Iteration 6F: 3 clusters Score -2143512 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -2145034.000000 Penalty: 3456.887451
	Iteration 7F: 3 clusters Score -2145034 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -2147062.250000 Penalty: 3456.887451
	Iteration 8F: 3 clusters Score -2147062 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -2149557.750000 Penalty: 3456.887451
	Iteration 9F: 3 clusters Score -2149558 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -2151953.000000 Penalty: 3456.887451
	Iteration 10F: 3 clusters Score -2151953 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -2153716.000000 Penalty: 3456.887451
	Iteration 11Q: 3 clusters Score -2153716 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -2154828.750000 Penalty: 3456.887451
	Iteration 12Q: 3 clusters Score -2154829 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -2155375.750000 Penalty: 3456.887451
	Iteration 13Q: 3 clusters Score -2155376 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -2155653.250000 Penalty: 3456.887451
	Iteration 14Q: 3 clusters Score -2155653 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -2155795.250000 Penalty: 3456.887451
	Iteration 15Q: 3 clusters Score -2155795 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -2155895.500000 Penalty: 3456.887451
	Iteration 16Q: 3 clusters Score -2155896 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 41212 members 
Entering Unmasked Estep 
Score: -2155963.000000 Penalty: 3456.887451
	Iteration 17Q: 3 clusters Score -2155963 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -2156005.250000 Penalty: 3456.887451
	Iteration 18Q: 3 clusters Score -2156005 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -2156031.250000 Penalty: 3456.887451
	Iteration 19Q: 3 clusters Score -2156031 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -2156044.500000 Penalty: 3456.887451
	Iteration 20F: 3 clusters Score -2156044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -2156052.750000 Penalty: 3456.887451
	Iteration 21Q: 3 clusters Score -2156053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -2156065.750000 Penalty: 3456.887451
	Iteration 22Q: 3 clusters Score -2156066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -2156079.000000 Penalty: 3456.887451
	Iteration 23Q: 3 clusters Score -2156079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -2156091.000000 Penalty: 3456.887451
	Iteration 24Q: 3 clusters Score -2156091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -2156098.000000 Penalty: 3456.887451
	Iteration 25Q: 3 clusters Score -2156098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -2156110.750000 Penalty: 3456.887451
	Iteration 26Q: 3 clusters Score -2156111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 41281 members 
Entering Unmasked Estep 
Score: -2156124.250000 Penalty: 3456.887451
	Iteration 27Q: 3 clusters Score -2156124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 41281 members 
Entering Unmasked Estep 
Score: -2156124.750000 Penalty: 3456.887451
	Iteration 28Q: 3 clusters Score -2156125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
Score: -2156125.750000 Penalty: 3456.887451
	Iteration 29Q: 3 clusters Score -2156126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -2156126.250000 Penalty: 3456.887451
	Iteration 30Q: 3 clusters Score -2156126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -2156124.500000 Penalty: 3456.887451
	Iteration 31Q: 3 clusters Score -2156124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -2156125.250000 Penalty: 3456.887451
	Iteration 32Q: 3 clusters Score -2156125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 41291 members 
Entering Unmasked Estep 
Score: -2156130.500000 Penalty: 3456.887451
	Iteration 33Q: 3 clusters Score -2156130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 41293 members 
Entering Unmasked Estep 
Score: -2156134.500000 Penalty: 3456.887451
	Iteration 34Q: 3 clusters Score -2156134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -2156136.250000 Penalty: 3456.887451
	Iteration 35Q: 3 clusters Score -2156136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -2156136.500000 Penalty: 3456.887451
	Iteration 36Q: 3 clusters Score -2156136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -2156139.500000 Penalty: 3456.887451
	Iteration 37Q: 3 clusters Score -2156140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -2156140.750000 Penalty: 3456.887451
	Iteration 38Q: 3 clusters Score -2156141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -2156139.500000 Penalty: 3456.887451
	Iteration 39Q: 3 clusters Score -2156140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -2156139.500000 Penalty: 3456.887451
	Iteration 40F: 3 clusters Score -2156140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Entering Unmasked Estep 
Score: -443980.687500 Penalty: 1462.498291
	Iteration 0F: 2 clusters Score -443980.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -438018.343750 Penalty: 2924.996582
	Iteration 0F: 3 clusters Score -438018.3 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -439777.031250 Penalty: 2924.996582
	Iteration 1F: 3 clusters Score -439777 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -440013.250000 Penalty: 2924.996582
	Iteration 2F: 3 clusters Score -440013.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -440229.125000 Penalty: 2924.996582
	Iteration 3F: 3 clusters Score -440229.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -440437.906250 Penalty: 2924.996582
	Iteration 4Q: 3 clusters Score -440437.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -440619.906250 Penalty: 2924.996582
	Iteration 5Q: 3 clusters Score -440619.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -440782.687500 Penalty: 2924.996582
	Iteration 6Q: 3 clusters Score -440782.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -440957.687500 Penalty: 2924.996582
	Iteration 7Q: 3 clusters Score -440957.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -441117.156250 Penalty: 2924.996582
	Iteration 8Q: 3 clusters Score -441117.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -441294.843750 Penalty: 2924.996582
	Iteration 9Q: 3 clusters Score -441294.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -441480.031250 Penalty: 2924.996582
	Iteration 10Q: 3 clusters Score -441480 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -441660.656250 Penalty: 2924.996582
	Iteration 11Q: 3 clusters Score -441660.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -441805.625000 Penalty: 2924.996582
	Iteration 12Q: 3 clusters Score -441805.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -441899.718750 Penalty: 2924.996582
	Iteration 13Q: 3 clusters Score -441899.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -441949.156250 Penalty: 2924.996582
	Iteration 14Q: 3 clusters Score -441949.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -441974.312500 Penalty: 2924.996582
	Iteration 15Q: 3 clusters Score -441974.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -441988.218750 Penalty: 2924.996582
	Iteration 16Q: 3 clusters Score -441988.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -441996.687500 Penalty: 2924.996582
	Iteration 17Q: 3 clusters Score -441996.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -442001.312500 Penalty: 2924.996582
	Iteration 18Q: 3 clusters Score -442001.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -442009.218750 Penalty: 2924.996582
	Iteration 19Q: 3 clusters Score -442009.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -442014.968750 Penalty: 2924.996582
	Iteration 20F: 3 clusters Score -442015 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -442022.000000 Penalty: 2924.996582
	Iteration 21Q: 3 clusters Score -442022 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -442027.187500 Penalty: 2924.996582
	Iteration 22Q: 3 clusters Score -442027.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -442029.843750 Penalty: 2924.996582
	Iteration 23Q: 3 clusters Score -442029.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -442032.625000 Penalty: 2924.996582
	Iteration 24Q: 3 clusters Score -442032.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -442034.281250 Penalty: 2924.996582
	Iteration 25Q: 3 clusters Score -442034.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -442034.718750 Penalty: 2924.996582
	Iteration 26Q: 3 clusters Score -442034.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -442035.625000 Penalty: 2924.996582
	Iteration 27Q: 3 clusters Score -442035.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -442036.531250 Penalty: 2924.996582
	Iteration 28Q: 3 clusters Score -442036.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -442036.125000 Penalty: 2924.996582
	Iteration 29Q: 3 clusters Score -442036.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -442036.250000 Penalty: 2924.996582
	Iteration 30Q: 3 clusters Score -442036.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -442036.562500 Penalty: 2924.996582
	Iteration 31Q: 3 clusters Score -442036.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -442036.593750 Penalty: 2924.996582
	Iteration 32Q: 3 clusters Score -442036.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -442036.812500 Penalty: 2924.996582
	Iteration 33Q: 3 clusters Score -442036.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -442037.968750 Penalty: 2924.996582
	Iteration 34Q: 3 clusters Score -442038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -442038.375000 Penalty: 2924.996582
	Iteration 35Q: 3 clusters Score -442038.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -442038.937500 Penalty: 2924.996582
	Iteration 36Q: 3 clusters Score -442038.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -442038.718750 Penalty: 2924.996582
	Iteration 37Q: 3 clusters Score -442038.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -442038.718750 Penalty: 2924.996582
	Iteration 38F: 3 clusters Score -442038.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Entering Unmasked Estep 
Score: -1739809.250000 Penalty: 1689.575928
	Iteration 0F: 2 clusters Score -1739809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -1717745.500000 Penalty: 3379.151855
	Iteration 0F: 3 clusters Score -1717746 nChanged 15164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -1726367.125000 Penalty: 3379.151855
	Iteration 1F: 3 clusters Score -1726367 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1726877.125000 Penalty: 3379.151855
	Iteration 2Q: 3 clusters Score -1726877 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1727530.500000 Penalty: 3379.151855
	Iteration 3Q: 3 clusters Score -1727530 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1728536.250000 Penalty: 3379.151855
	Iteration 4F: 3 clusters Score -1728536 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1729940.625000 Penalty: 3379.151855
	Iteration 5F: 3 clusters Score -1729941 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1731764.625000 Penalty: 3379.151855
	Iteration 6F: 3 clusters Score -1731765 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1733693.125000 Penalty: 3379.151855
	Iteration 7F: 3 clusters Score -1733693 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1735298.500000 Penalty: 3379.151855
	Iteration 8F: 3 clusters Score -1735298 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1736509.500000 Penalty: 3379.151855
	Iteration 9Q: 3 clusters Score -1736510 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1737283.750000 Penalty: 3379.151855
	Iteration 10Q: 3 clusters Score -1737284 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1737589.375000 Penalty: 3379.151855
	Iteration 11Q: 3 clusters Score -1737589 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1737753.000000 Penalty: 3379.151855
	Iteration 12Q: 3 clusters Score -1737753 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1737853.125000 Penalty: 3379.151855
	Iteration 13Q: 3 clusters Score -1737853 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1737939.125000 Penalty: 3379.151855
	Iteration 14Q: 3 clusters Score -1737939 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1738009.500000 Penalty: 3379.151855
	Iteration 15Q: 3 clusters Score -1738010 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1738044.750000 Penalty: 3379.151855
	Iteration 16Q: 3 clusters Score -1738045 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1738077.250000 Penalty: 3379.151855
	Iteration 17Q: 3 clusters Score -1738077 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1738113.750000 Penalty: 3379.151855
	Iteration 18Q: 3 clusters Score -1738114 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1738145.875000 Penalty: 3379.151855
	Iteration 19Q: 3 clusters Score -1738146 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1738171.125000 Penalty: 3379.151855
	Iteration 20F: 3 clusters Score -1738171 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1738197.125000 Penalty: 3379.151855
	Iteration 21Q: 3 clusters Score -1738197 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1738217.125000 Penalty: 3379.151855
	Iteration 22Q: 3 clusters Score -1738217 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1738241.875000 Penalty: 3379.151855
	Iteration 23Q: 3 clusters Score -1738242 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1738260.500000 Penalty: 3379.151855
	Iteration 24Q: 3 clusters Score -1738260 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1738273.625000 Penalty: 3379.151855
	Iteration 25Q: 3 clusters Score -1738274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1738285.000000 Penalty: 3379.151855
	Iteration 26Q: 3 clusters Score -1738285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1738284.125000 Penalty: 3379.151855
	Iteration 27Q: 3 clusters Score -1738284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1738291.500000 Penalty: 3379.151855
	Iteration 28Q: 3 clusters Score -1738292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1738301.250000 Penalty: 3379.151855
	Iteration 29Q: 3 clusters Score -1738301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1738305.375000 Penalty: 3379.151855
	Iteration 30Q: 3 clusters Score -1738305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1738311.750000 Penalty: 3379.151855
	Iteration 31Q: 3 clusters Score -1738312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31958 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1738312.375000 Penalty: 3379.151855
	Iteration 32Q: 3 clusters Score -1738312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31966 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1738315.625000 Penalty: 3379.151855
	Iteration 33Q: 3 clusters Score -1738316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1738317.500000 Penalty: 3379.151855
	Iteration 34Q: 3 clusters Score -1738318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1738318.500000 Penalty: 3379.151855
	Iteration 35Q: 3 clusters Score -1738318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1738324.000000 Penalty: 3379.151855
	Iteration 36Q: 3 clusters Score -1738324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1738326.750000 Penalty: 3379.151855
	Iteration 37Q: 3 clusters Score -1738327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1738327.250000 Penalty: 3379.151855
	Iteration 38Q: 3 clusters Score -1738327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1738325.375000 Penalty: 3379.151855
	Iteration 39Q: 3 clusters Score -1738325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1738326.000000 Penalty: 3379.151855
	Iteration 40F: 3 clusters Score -1738326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1738331.875000 Penalty: 3379.151855
	Iteration 41Q: 3 clusters Score -1738332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1738334.500000 Penalty: 3379.151855
	Iteration 42Q: 3 clusters Score -1738334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1738334.625000 Penalty: 3379.151855
	Iteration 43Q: 3 clusters Score -1738335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1738337.375000 Penalty: 3379.151855
	Iteration 44Q: 3 clusters Score -1738337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1738340.500000 Penalty: 3379.151855
	Iteration 45Q: 3 clusters Score -1738340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1738339.625000 Penalty: 3379.151855
	Iteration 46Q: 3 clusters Score -1738340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1738344.750000 Penalty: 3379.151855
	Iteration 47Q: 3 clusters Score -1738345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1738351.000000 Penalty: 3379.151855
	Iteration 48Q: 3 clusters Score -1738351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1738359.000000 Penalty: 3379.151855
	Iteration 49Q: 3 clusters Score -1738359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32107 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1738365.750000 Penalty: 3379.151855
	Iteration 50Q: 3 clusters Score -1738366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1738370.250000 Penalty: 3379.151855
	Iteration 51Q: 3 clusters Score -1738370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1738374.500000 Penalty: 3379.151855
	Iteration 52Q: 3 clusters Score -1738374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1738379.875000 Penalty: 3379.151855
	Iteration 53Q: 3 clusters Score -1738380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1738387.375000 Penalty: 3379.151855
	Iteration 54Q: 3 clusters Score -1738387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1738391.625000 Penalty: 3379.151855
	Iteration 55Q: 3 clusters Score -1738392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1738393.750000 Penalty: 3379.151855
	Iteration 56Q: 3 clusters Score -1738394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1738396.625000 Penalty: 3379.151855
	Iteration 57Q: 3 clusters Score -1738397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1738399.750000 Penalty: 3379.151855
	Iteration 58Q: 3 clusters Score -1738400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1738406.125000 Penalty: 3379.151855
	Iteration 59Q: 3 clusters Score -1738406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1738410.250000 Penalty: 3379.151855
	Iteration 60F: 3 clusters Score -1738410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1738414.000000 Penalty: 3379.151855
	Iteration 61Q: 3 clusters Score -1738414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1738415.375000 Penalty: 3379.151855
	Iteration 62Q: 3 clusters Score -1738415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1738417.625000 Penalty: 3379.151855
	Iteration 63Q: 3 clusters Score -1738418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1738421.125000 Penalty: 3379.151855
	Iteration 64Q: 3 clusters Score -1738421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1738423.750000 Penalty: 3379.151855
	Iteration 65Q: 3 clusters Score -1738424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1738427.500000 Penalty: 3379.151855
	Iteration 66Q: 3 clusters Score -1738428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1738426.750000 Penalty: 3379.151855
	Iteration 67Q: 3 clusters Score -1738427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1738431.375000 Penalty: 3379.151855
	Iteration 68Q: 3 clusters Score -1738431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1738433.000000 Penalty: 3379.151855
	Iteration 69Q: 3 clusters Score -1738433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32229 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1738434.750000 Penalty: 3379.151855
	Iteration 70Q: 3 clusters Score -1738435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1738437.000000 Penalty: 3379.151855
	Iteration 71Q: 3 clusters Score -1738437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1738437.000000 Penalty: 3379.151855
	Iteration 72F: 3 clusters Score -1738437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Entering Unmasked Estep 
Score: -649319.687500 Penalty: 1540.572144
	Iteration 0F: 2 clusters Score -649319.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -640207.750000 Penalty: 3081.144287
	Iteration 0F: 3 clusters Score -640207.8 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -643201.500000 Penalty: 3081.144287
	Iteration 1F: 3 clusters Score -643201.5 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -643473.062500 Penalty: 3081.144287
	Iteration 2F: 3 clusters Score -643473.1 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -643757.500000 Penalty: 3081.144287
	Iteration 3Q: 3 clusters Score -643757.5 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -644065.812500 Penalty: 3081.144287
	Iteration 4Q: 3 clusters Score -644065.8 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -644477.187500 Penalty: 3081.144287
	Iteration 5F: 3 clusters Score -644477.2 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -645070.875000 Penalty: 3081.144287
	Iteration 6F: 3 clusters Score -645070.9 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -645790.875000 Penalty: 3081.144287
	Iteration 7F: 3 clusters Score -645790.9 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -646526.750000 Penalty: 3081.144287
	Iteration 8F: 3 clusters Score -646526.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -647087.312500 Penalty: 3081.144287
	Iteration 9Q: 3 clusters Score -647087.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -647407.000000 Penalty: 3081.144287
	Iteration 10Q: 3 clusters Score -647407 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -647594.312500 Penalty: 3081.144287
	Iteration 11Q: 3 clusters Score -647594.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -647709.187500 Penalty: 3081.144287
	Iteration 12Q: 3 clusters Score -647709.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -647776.750000 Penalty: 3081.144287
	Iteration 13Q: 3 clusters Score -647776.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -647834.625000 Penalty: 3081.144287
	Iteration 14Q: 3 clusters Score -647834.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -647865.375000 Penalty: 3081.144287
	Iteration 15Q: 3 clusters Score -647865.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -647885.750000 Penalty: 3081.144287
	Iteration 16Q: 3 clusters Score -647885.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -647897.375000 Penalty: 3081.144287
	Iteration 17Q: 3 clusters Score -647897.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -647910.062500 Penalty: 3081.144287
	Iteration 18Q: 3 clusters Score -647910.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -647920.687500 Penalty: 3081.144287
	Iteration 19Q: 3 clusters Score -647920.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -647928.375000 Penalty: 3081.144287
	Iteration 20F: 3 clusters Score -647928.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -647938.187500 Penalty: 3081.144287
	Iteration 21Q: 3 clusters Score -647938.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -647940.562500 Penalty: 3081.144287
	Iteration 22Q: 3 clusters Score -647940.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -647940.937500 Penalty: 3081.144287
	Iteration 23Q: 3 clusters Score -647940.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -647942.125000 Penalty: 3081.144287
	Iteration 24Q: 3 clusters Score -647942.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -647943.062500 Penalty: 3081.144287
	Iteration 25Q: 3 clusters Score -647943.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -647951.250000 Penalty: 3081.144287
	Iteration 26Q: 3 clusters Score -647951.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -647957.562500 Penalty: 3081.144287
	Iteration 27Q: 3 clusters Score -647957.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -647959.687500 Penalty: 3081.144287
	Iteration 28Q: 3 clusters Score -647959.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -647961.812500 Penalty: 3081.144287
	Iteration 29Q: 3 clusters Score -647961.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -647962.625000 Penalty: 3081.144287
	Iteration 30Q: 3 clusters Score -647962.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -647964.062500 Penalty: 3081.144287
	Iteration 31Q: 3 clusters Score -647964.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -647965.937500 Penalty: 3081.144287
	Iteration 32Q: 3 clusters Score -647965.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -647965.875000 Penalty: 3081.144287
	Iteration 33Q: 3 clusters Score -647965.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -647966.312500 Penalty: 3081.144287
	Iteration 34Q: 3 clusters Score -647966.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -647971.875000 Penalty: 3081.144287
	Iteration 35Q: 3 clusters Score -647971.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -647979.125000 Penalty: 3081.144287
	Iteration 36Q: 3 clusters Score -647979.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -647982.687500 Penalty: 3081.144287
	Iteration 37Q: 3 clusters Score -647982.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -647985.250000 Penalty: 3081.144287
	Iteration 38Q: 3 clusters Score -647985.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -647985.250000 Penalty: 3081.144287
	Iteration 39F: 3 clusters Score -647985.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Entering Unmasked Estep 
Score: -84991.820312 Penalty: 1234.168701
	Iteration 0F: 2 clusters Score -84991.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -82870.328125 Penalty: 2468.337402
	Iteration 0F: 3 clusters Score -82870.33 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -83307.945312 Penalty: 2468.337402
	Iteration 1F: 3 clusters Score -83307.95 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -83423.234375 Penalty: 2468.337402
	Iteration 2F: 3 clusters Score -83423.23 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -83494.968750 Penalty: 2468.337402
	Iteration 3Q: 3 clusters Score -83494.97 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -83541.171875 Penalty: 2468.337402
	Iteration 4Q: 3 clusters Score -83541.17 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -83579.617188 Penalty: 2468.337402
	Iteration 5Q: 3 clusters Score -83579.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -83600.484375 Penalty: 2468.337402
	Iteration 6Q: 3 clusters Score -83600.48 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -83624.609375 Penalty: 2468.337402
	Iteration 7Q: 3 clusters Score -83624.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -83644.000000 Penalty: 2468.337402
	Iteration 8Q: 3 clusters Score -83644 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -83666.570312 Penalty: 2468.337402
	Iteration 9Q: 3 clusters Score -83666.57 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -83699.835938 Penalty: 2468.337402
	Iteration 10Q: 3 clusters Score -83699.84 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -83740.765625 Penalty: 2468.337402
	Iteration 11Q: 3 clusters Score -83740.77 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -83779.773438 Penalty: 2468.337402
	Iteration 12Q: 3 clusters Score -83779.77 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -83810.000000 Penalty: 2468.337402
	Iteration 13Q: 3 clusters Score -83810 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -83833.015625 Penalty: 2468.337402
	Iteration 14Q: 3 clusters Score -83833.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -83851.593750 Penalty: 2468.337402
	Iteration 15Q: 3 clusters Score -83851.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -83868.851562 Penalty: 2468.337402
	Iteration 16Q: 3 clusters Score -83868.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -83886.960938 Penalty: 2468.337402
	Iteration 17Q: 3 clusters Score -83886.96 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -83916.828125 Penalty: 2468.337402
	Iteration 18Q: 3 clusters Score -83916.83 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -83948.257812 Penalty: 2468.337402
	Iteration 19Q: 3 clusters Score -83948.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -83965.429688 Penalty: 2468.337402
	Iteration 20F: 3 clusters Score -83965.43 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -83984.742188 Penalty: 2468.337402
	Iteration 21Q: 3 clusters Score -83984.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -83998.031250 Penalty: 2468.337402
	Iteration 22Q: 3 clusters Score -83998.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -84012.578125 Penalty: 2468.337402
	Iteration 23Q: 3 clusters Score -84012.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -84025.484375 Penalty: 2468.337402
	Iteration 24Q: 3 clusters Score -84025.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -84034.414062 Penalty: 2468.337402
	Iteration 25Q: 3 clusters Score -84034.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -84043.984375 Penalty: 2468.337402
	Iteration 26Q: 3 clusters Score -84043.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -84054.140625 Penalty: 2468.337402
	Iteration 27Q: 3 clusters Score -84054.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -84063.335938 Penalty: 2468.337402
	Iteration 28Q: 3 clusters Score -84063.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -84073.453125 Penalty: 2468.337402
	Iteration 29Q: 3 clusters Score -84073.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -84076.953125 Penalty: 2468.337402
	Iteration 30Q: 3 clusters Score -84076.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -84079.125000 Penalty: 2468.337402
	Iteration 31Q: 3 clusters Score -84079.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -84082.687500 Penalty: 2468.337402
	Iteration 32Q: 3 clusters Score -84082.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -84085.742188 Penalty: 2468.337402
	Iteration 33Q: 3 clusters Score -84085.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -84089.523438 Penalty: 2468.337402
	Iteration 34Q: 3 clusters Score -84089.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -84096.156250 Penalty: 2468.337402
	Iteration 35Q: 3 clusters Score -84096.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -84102.343750 Penalty: 2468.337402
	Iteration 36Q: 3 clusters Score -84102.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -84104.929688 Penalty: 2468.337402
	Iteration 37Q: 3 clusters Score -84104.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -84109.460938 Penalty: 2468.337402
	Iteration 38Q: 3 clusters Score -84109.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -84112.632812 Penalty: 2468.337402
	Iteration 39Q: 3 clusters Score -84112.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -84114.335938 Penalty: 2468.337402
	Iteration 40F: 3 clusters Score -84114.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -84115.421875 Penalty: 2468.337402
	Iteration 41Q: 3 clusters Score -84115.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -84116.882812 Penalty: 2468.337402
	Iteration 42Q: 3 clusters Score -84116.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -84118.132812 Penalty: 2468.337402
	Iteration 43Q: 3 clusters Score -84118.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -84119.453125 Penalty: 2468.337402
	Iteration 44Q: 3 clusters Score -84119.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -84120.156250 Penalty: 2468.337402
	Iteration 45Q: 3 clusters Score -84120.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -84120.320312 Penalty: 2468.337402
	Iteration 46Q: 3 clusters Score -84120.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -84120.320312 Penalty: 2468.337402
	Iteration 47F: 3 clusters Score -84120.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 9464 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18210 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8105 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1646 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 13 contains 191328 members 
Mstep: Class 14 contains 203527 members 
Mstep: Class 15 contains 42072 members 
Mstep: Class 17 contains 41630 members 
Mstep: Class 18 contains 8103 members 
Mstep: Class 19 contains 32774 members 
Mstep: Class 20 contains 13101 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086664.000000 Penalty: 36692.683594
Iteration 159Q: 18 clusters Score -2.908666e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 9464 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18214 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8103 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1646 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 13 contains 191328 members 
Mstep: Class 14 contains 203518 members 
Mstep: Class 15 contains 42071 members 
Mstep: Class 17 contains 41631 members 
Mstep: Class 18 contains 8103 members 
Mstep: Class 19 contains 32775 members 
Mstep: Class 20 contains 13101 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086652.000000 Penalty: 36692.683594
Iteration 160F: 18 clusters Score -2.908665e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 9464 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18217 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8101 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1646 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 13 contains 191326 members 
Mstep: Class 14 contains 203510 members 
Mstep: Class 15 contains 42071 members 
Mstep: Class 17 contains 41630 members 
Mstep: Class 18 contains 8103 members 
Mstep: Class 19 contains 32776 members 
Mstep: Class 20 contains 13101 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086662.000000 Penalty: 36692.683594
Iteration 161Q: 18 clusters Score -2.908666e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 9464 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18222 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8099 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1646 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 13 contains 191322 members 
Mstep: Class 14 contains 203511 members 
Mstep: Class 15 contains 42071 members 
Mstep: Class 17 contains 41627 members 
Mstep: Class 18 contains 8103 members 
Mstep: Class 19 contains 32776 members 
Mstep: Class 20 contains 13101 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086686.000000 Penalty: 36692.683594
Iteration 162Q: 18 clusters Score -2.908669e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 9464 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18226 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8097 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1645 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 13 contains 191316 members 
Mstep: Class 14 contains 203510 members 
Mstep: Class 15 contains 42070 members 
Mstep: Class 17 contains 41628 members 
Mstep: Class 18 contains 8103 members 
Mstep: Class 19 contains 32776 members 
Mstep: Class 20 contains 13101 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086694.000000 Penalty: 36692.683594
Iteration 163Q: 18 clusters Score -2.908669e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 9464 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18231 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8093 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1644 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 13 contains 191315 members 
Mstep: Class 14 contains 203506 members 
Mstep: Class 15 contains 42070 members 
Mstep: Class 17 contains 41628 members 
Mstep: Class 18 contains 8103 members 
Mstep: Class 19 contains 32777 members 
Mstep: Class 20 contains 13101 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086712.000000 Penalty: 36692.683594
Iteration 164Q: 18 clusters Score -2.908671e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 9464 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18240 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8091 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1642 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 13 contains 191317 members 
Mstep: Class 14 contains 203491 members 
Mstep: Class 15 contains 42070 members 
Mstep: Class 17 contains 41628 members 
Mstep: Class 18 contains 8103 members 
Mstep: Class 19 contains 32778 members 
Mstep: Class 20 contains 13101 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086716.000000 Penalty: 36692.683594
Iteration 165Q: 18 clusters Score -2.908672e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 9464 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18247 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8088 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1640 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 13 contains 191315 members 
Mstep: Class 14 contains 203482 members 
Mstep: Class 15 contains 42070 members 
Mstep: Class 17 contains 41628 members 
Mstep: Class 18 contains 8103 members 
Mstep: Class 19 contains 32779 members 
Mstep: Class 20 contains 13102 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086708.000000 Penalty: 36692.683594
Iteration 166Q: 18 clusters Score -2.908671e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 9464 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18254 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8086 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1640 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 13 contains 191312 members 
Mstep: Class 14 contains 203479 members 
Mstep: Class 15 contains 42070 members 
Mstep: Class 17 contains 41627 members 
Mstep: Class 18 contains 8103 members 
Mstep: Class 19 contains 32778 members 
Mstep: Class 20 contains 13101 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086706.000000 Penalty: 36692.683594
Iteration 167Q: 18 clusters Score -2.908671e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 9464 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18259 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8083 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1639 members 
Mstep: Class 11 contains 2934 members 
Mstep: Class 13 contains 191311 members 
Mstep: Class 14 contains 203479 members 
Mstep: Class 15 contains 42069 members 
Mstep: Class 17 contains 41627 members 
Mstep: Class 18 contains 8103 members 
Mstep: Class 19 contains 32779 members 
Mstep: Class 20 contains 13100 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086710.000000 Penalty: 36692.683594
Iteration 168Q: 18 clusters Score -2.908671e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 9463 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18263 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8082 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1635 members 
Mstep: Class 11 contains 2934 members 
Mstep: Class 13 contains 191310 members 
Mstep: Class 14 contains 203477 members 
Mstep: Class 15 contains 42068 members 
Mstep: Class 17 contains 41626 members 
Mstep: Class 18 contains 8103 members 
Mstep: Class 19 contains 32779 members 
Mstep: Class 20 contains 13101 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086714.000000 Penalty: 36692.683594
Iteration 169Q: 18 clusters Score -2.908671e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 9463 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18264 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8080 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1630 members 
Mstep: Class 11 contains 2934 members 
Mstep: Class 13 contains 191309 members 
Mstep: Class 14 contains 203474 members 
Mstep: Class 15 contains 42067 members 
Mstep: Class 17 contains 41625 members 
Mstep: Class 18 contains 8104 members 
Mstep: Class 19 contains 32780 members 
Mstep: Class 20 contains 13101 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086706.000000 Penalty: 36692.683594
Iteration 170Q: 18 clusters Score -2.908671e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 9463 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18264 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1625 members 
Mstep: Class 11 contains 2933 members 
Mstep: Class 13 contains 191310 members 
Mstep: Class 14 contains 203474 members 
Mstep: Class 15 contains 42066 members 
Mstep: Class 17 contains 41621 members 
Mstep: Class 18 contains 8104 members 
Mstep: Class 19 contains 32781 members 
Mstep: Class 20 contains 13101 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086728.000000 Penalty: 36692.683594
Iteration 171Q: 18 clusters Score -2.908673e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 9463 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18264 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8079 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1622 members 
Mstep: Class 11 contains 2933 members 
Mstep: Class 13 contains 191311 members 
Mstep: Class 14 contains 203465 members 
Mstep: Class 15 contains 42066 members 
Mstep: Class 17 contains 41620 members 
Mstep: Class 18 contains 8104 members 
Mstep: Class 19 contains 32781 members 
Mstep: Class 20 contains 13103 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086728.000000 Penalty: 36692.683594
Iteration 172Q: 18 clusters Score -2.908673e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 9463 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18265 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8079 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1616 members 
Mstep: Class 11 contains 2933 members 
Mstep: Class 13 contains 191311 members 
Mstep: Class 14 contains 203457 members 
Mstep: Class 15 contains 42066 members 
Mstep: Class 17 contains 41619 members 
Mstep: Class 18 contains 8104 members 
Mstep: Class 19 contains 32781 members 
Mstep: Class 20 contains 13107 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086722.000000 Penalty: 36692.683594
Iteration 173Q: 18 clusters Score -2.908672e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 9463 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18268 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8078 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1603 members 
Mstep: Class 11 contains 2933 members 
Mstep: Class 13 contains 191309 members 
Mstep: Class 14 contains 203465 members 
Mstep: Class 15 contains 42066 members 
Mstep: Class 17 contains 41618 members 
Mstep: Class 18 contains 8104 members 
Mstep: Class 19 contains 32780 members 
Mstep: Class 20 contains 13110 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086762.000000 Penalty: 36692.683594
Iteration 174Q: 18 clusters Score -2.908676e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 9463 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18275 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1600 members 
Mstep: Class 11 contains 2933 members 
Mstep: Class 13 contains 191308 members 
Mstep: Class 14 contains 203458 members 
Mstep: Class 15 contains 42066 members 
Mstep: Class 17 contains 41617 members 
Mstep: Class 18 contains 8104 members 
Mstep: Class 19 contains 32779 members 
Mstep: Class 20 contains 13112 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086724.000000 Penalty: 36692.683594
Iteration 175Q: 18 clusters Score -2.908672e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 9463 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18285 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8078 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1592 members 
Mstep: Class 11 contains 2933 members 
Mstep: Class 13 contains 191308 members 
Mstep: Class 14 contains 203452 members 
Mstep: Class 15 contains 42065 members 
Mstep: Class 17 contains 41615 members 
Mstep: Class 18 contains 8104 members 
Mstep: Class 19 contains 32778 members 
Mstep: Class 20 contains 13112 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086734.000000 Penalty: 36692.683594
Iteration 176Q: 18 clusters Score -2.908673e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 9463 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18295 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8078 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1583 members 
Mstep: Class 11 contains 2933 members 
Mstep: Class 13 contains 191311 members 
Mstep: Class 14 contains 203444 members 
Mstep: Class 15 contains 42064 members 
Mstep: Class 17 contains 41613 members 
Mstep: Class 18 contains 8104 members 
Mstep: Class 19 contains 32778 members 
Mstep: Class 20 contains 13109 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086736.000000 Penalty: 36692.683594
Iteration 177Q: 18 clusters Score -2.908674e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 9463 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18309 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8078 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1579 members 
Mstep: Class 11 contains 2934 members 
Mstep: Class 13 contains 191309 members 
Mstep: Class 14 contains 203433 members 
Mstep: Class 15 contains 42062 members 
Mstep: Class 17 contains 41611 members 
Mstep: Class 18 contains 8104 members 
Mstep: Class 19 contains 32778 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086718.000000 Penalty: 36692.683594
Iteration 178Q: 18 clusters Score -2.908672e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 9463 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18318 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8078 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1578 members 
Mstep: Class 11 contains 2934 members 
Mstep: Class 13 contains 191307 members 
Mstep: Class 14 contains 203424 members 
Mstep: Class 15 contains 42060 members 
Mstep: Class 17 contains 41610 members 
Mstep: Class 18 contains 8104 members 
Mstep: Class 19 contains 32779 members 
Mstep: Class 20 contains 13107 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086680.000000 Penalty: 36692.683594
Iteration 179Q: 18 clusters Score -2.908668e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 9462 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18331 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1575 members 
Mstep: Class 11 contains 2934 members 
Mstep: Class 13 contains 191306 members 
Mstep: Class 14 contains 203409 members 
Mstep: Class 15 contains 42060 members 
Mstep: Class 17 contains 41609 members 
Mstep: Class 18 contains 8104 members 
Mstep: Class 19 contains 32781 members 
Mstep: Class 20 contains 13107 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086696.000000 Penalty: 36692.683594
Iteration 180F: 18 clusters Score -2.90867e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18344 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1572 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 13 contains 191307 members 
Mstep: Class 14 contains 203392 members 
Mstep: Class 15 contains 42063 members 
Mstep: Class 17 contains 41611 members 
Mstep: Class 18 contains 8104 members 
Mstep: Class 19 contains 32781 members 
Mstep: Class 20 contains 13107 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086698.000000 Penalty: 36692.683594
Iteration 181Q: 18 clusters Score -2.90867e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18356 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 191306 members 
Mstep: Class 14 contains 203379 members 
Mstep: Class 15 contains 42065 members 
Mstep: Class 17 contains 41610 members 
Mstep: Class 18 contains 8104 members 
Mstep: Class 19 contains 32781 members 
Mstep: Class 20 contains 13107 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086698.000000 Penalty: 36692.683594
Iteration 182Q: 18 clusters Score -2.90867e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18375 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 191304 members 
Mstep: Class 14 contains 203360 members 
Mstep: Class 15 contains 42065 members 
Mstep: Class 17 contains 41607 members 
Mstep: Class 18 contains 8104 members 
Mstep: Class 19 contains 32780 members 
Mstep: Class 20 contains 13107 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086700.000000 Penalty: 36692.683594
Iteration 183Q: 18 clusters Score -2.90867e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18396 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1569 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 191304 members 
Mstep: Class 14 contains 203332 members 
Mstep: Class 15 contains 42065 members 
Mstep: Class 17 contains 41608 members 
Mstep: Class 18 contains 8104 members 
Mstep: Class 19 contains 32782 members 
Mstep: Class 20 contains 13106 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086696.000000 Penalty: 36692.683594
Iteration 184Q: 18 clusters Score -2.90867e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18420 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8078 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 191300 members 
Mstep: Class 14 contains 203309 members 
Mstep: Class 15 contains 42065 members 
Mstep: Class 17 contains 41605 members 
Mstep: Class 18 contains 8104 members 
Mstep: Class 19 contains 32783 members 
Mstep: Class 20 contains 13105 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086738.000000 Penalty: 36692.683594
Iteration 185Q: 18 clusters Score -2.908674e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18448 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8078 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 191298 members 
Mstep: Class 14 contains 203280 members 
Mstep: Class 15 contains 42065 members 
Mstep: Class 17 contains 41605 members 
Mstep: Class 18 contains 8104 members 
Mstep: Class 19 contains 32784 members 
Mstep: Class 20 contains 13104 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086752.000000 Penalty: 36692.683594
Iteration 186Q: 18 clusters Score -2.908675e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18473 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8078 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 191297 members 
Mstep: Class 14 contains 203256 members 
Mstep: Class 15 contains 42065 members 
Mstep: Class 17 contains 41604 members 
Mstep: Class 18 contains 8104 members 
Mstep: Class 19 contains 32784 members 
Mstep: Class 20 contains 13103 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086736.000000 Penalty: 36692.683594
Iteration 187Q: 18 clusters Score -2.908674e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18500 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8078 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 191298 members 
Mstep: Class 14 contains 203228 members 
Mstep: Class 15 contains 42065 members 
Mstep: Class 17 contains 41604 members 
Mstep: Class 18 contains 8104 members 
Mstep: Class 19 contains 32784 members 
Mstep: Class 20 contains 13102 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086748.000000 Penalty: 36692.683594
Iteration 188Q: 18 clusters Score -2.908675e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18526 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8078 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 191295 members 
Mstep: Class 14 contains 203207 members 
Mstep: Class 15 contains 42065 members 
Mstep: Class 17 contains 41604 members 
Mstep: Class 18 contains 8104 members 
Mstep: Class 19 contains 32784 members 
Mstep: Class 20 contains 13101 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086744.000000 Penalty: 36692.683594
Iteration 189Q: 18 clusters Score -2.908674e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18555 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8078 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 191296 members 
Mstep: Class 14 contains 203181 members 
Mstep: Class 15 contains 42065 members 
Mstep: Class 17 contains 41600 members 
Mstep: Class 18 contains 8104 members 
Mstep: Class 19 contains 32784 members 
Mstep: Class 20 contains 13101 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086770.000000 Penalty: 36692.683594
Iteration 190Q: 18 clusters Score -2.908677e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18587 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8078 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 191294 members 
Mstep: Class 14 contains 203155 members 
Mstep: Class 15 contains 42065 members 
Mstep: Class 17 contains 41596 members 
Mstep: Class 18 contains 8104 members 
Mstep: Class 19 contains 32784 members 
Mstep: Class 20 contains 13101 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086752.000000 Penalty: 36692.683594
Iteration 191Q: 18 clusters Score -2.908675e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18617 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8078 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 191290 members 
Mstep: Class 14 contains 203130 members 
Mstep: Class 15 contains 42064 members 
Mstep: Class 17 contains 41596 members 
Mstep: Class 18 contains 8104 members 
Mstep: Class 19 contains 32784 members 
Mstep: Class 20 contains 13101 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086744.000000 Penalty: 36692.683594
Iteration 192Q: 18 clusters Score -2.908674e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18641 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8078 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 191289 members 
Mstep: Class 14 contains 203107 members 
Mstep: Class 15 contains 42063 members 
Mstep: Class 17 contains 41596 members 
Mstep: Class 18 contains 8104 members 
Mstep: Class 19 contains 32785 members 
Mstep: Class 20 contains 13101 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086742.000000 Penalty: 36692.683594
Iteration 193Q: 18 clusters Score -2.908674e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18658 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 191296 members 
Mstep: Class 14 contains 203090 members 
Mstep: Class 15 contains 42061 members 
Mstep: Class 17 contains 41596 members 
Mstep: Class 18 contains 8104 members 
Mstep: Class 19 contains 32782 members 
Mstep: Class 20 contains 13101 members 
Mstep: Class 23 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086768.000000 Penalty: 36692.683594
Iteration 194Q: 18 clusters Score -2.908677e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18676 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 191297 members 
Mstep: Class 14 contains 203069 members 
Mstep: Class 15 contains 42060 members 
Mstep: Class 17 contains 41598 members 
Mstep: Class 18 contains 8104 members 
Mstep: Class 19 contains 32782 members 
Mstep: Class 20 contains 13102 members 
Mstep: Class 23 contains 1986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086732.000000 Penalty: 36692.683594
Iteration 195Q: 18 clusters Score -2.908673e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18689 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 191298 members 
Mstep: Class 14 contains 203052 members 
Mstep: Class 15 contains 42062 members 
Mstep: Class 17 contains 41599 members 
Mstep: Class 18 contains 8104 members 
Mstep: Class 19 contains 32781 members 
Mstep: Class 20 contains 13102 members 
Mstep: Class 23 contains 1986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086752.000000 Penalty: 36692.683594
Iteration 196Q: 18 clusters Score -2.908675e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18697 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 191299 members 
Mstep: Class 14 contains 203038 members 
Mstep: Class 15 contains 42062 members 
Mstep: Class 17 contains 41601 members 
Mstep: Class 18 contains 8104 members 
Mstep: Class 19 contains 32781 members 
Mstep: Class 20 contains 13105 members 
Mstep: Class 23 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086746.000000 Penalty: 36692.683594
Iteration 197Q: 18 clusters Score -2.908675e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18709 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 191300 members 
Mstep: Class 14 contains 203021 members 
Mstep: Class 15 contains 42062 members 
Mstep: Class 17 contains 41602 members 
Mstep: Class 18 contains 8105 members 
Mstep: Class 19 contains 32783 members 
Mstep: Class 20 contains 13105 members 
Mstep: Class 23 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086754.000000 Penalty: 36692.683594
Iteration 198Q: 18 clusters Score -2.908675e+07 nChanged 23
Entering ConstructFrom: 
Score: -29086754.000000 Penalty: 36692.683594
Entering ConstructFrom: 
Trying to split cluster 1 (7008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Entering Unmasked Estep 
Score: -369384.968750 Penalty: 1438.906250
	Iteration 0F: 2 clusters Score -369385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -364090.031250 Penalty: 2877.812500
	Iteration 0F: 3 clusters Score -364090 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -365623.937500 Penalty: 2877.812500
	Iteration 1F: 3 clusters Score -365623.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -365866.750000 Penalty: 2877.812500
	Iteration 2F: 3 clusters Score -365866.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -366091.281250 Penalty: 2877.812500
	Iteration 3F: 3 clusters Score -366091.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -366291.312500 Penalty: 2877.812500
	Iteration 4F: 3 clusters Score -366291.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -366494.718750 Penalty: 2877.812500
	Iteration 5Q: 3 clusters Score -366494.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -366716.187500 Penalty: 2877.812500
	Iteration 6Q: 3 clusters Score -366716.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -366976.968750 Penalty: 2877.812500
	Iteration 7Q: 3 clusters Score -366977 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -367267.812500 Penalty: 2877.812500
	Iteration 8Q: 3 clusters Score -367267.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -367530.593750 Penalty: 2877.812500
	Iteration 9Q: 3 clusters Score -367530.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -367727.250000 Penalty: 2877.812500
	Iteration 10Q: 3 clusters Score -367727.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -367870.343750 Penalty: 2877.812500
	Iteration 11Q: 3 clusters Score -367870.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -367947.281250 Penalty: 2877.812500
	Iteration 12Q: 3 clusters Score -367947.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -368003.687500 Penalty: 2877.812500
	Iteration 13Q: 3 clusters Score -368003.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -368050.437500 Penalty: 2877.812500
	Iteration 14Q: 3 clusters Score -368050.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -368095.312500 Penalty: 2877.812500
	Iteration 15Q: 3 clusters Score -368095.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -368115.031250 Penalty: 2877.812500
	Iteration 16Q: 3 clusters Score -368115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -368127.593750 Penalty: 2877.812500
	Iteration 17Q: 3 clusters Score -368127.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -368134.093750 Penalty: 2877.812500
	Iteration 18Q: 3 clusters Score -368134.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -368138.843750 Penalty: 2877.812500
	Iteration 19Q: 3 clusters Score -368138.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -368144.531250 Penalty: 2877.812500
	Iteration 20F: 3 clusters Score -368144.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -368153.906250 Penalty: 2877.812500
	Iteration 21Q: 3 clusters Score -368153.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -368163.968750 Penalty: 2877.812500
	Iteration 22Q: 3 clusters Score -368164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -368170.062500 Penalty: 2877.812500
	Iteration 23Q: 3 clusters Score -368170.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -368175.031250 Penalty: 2877.812500
	Iteration 24Q: 3 clusters Score -368175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -368175.375000 Penalty: 2877.812500
	Iteration 25Q: 3 clusters Score -368175.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -368175.906250 Penalty: 2877.812500
	Iteration 26Q: 3 clusters Score -368175.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -368175.906250 Penalty: 2877.812500
	Iteration 27F: 3 clusters Score -368175.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Entering Unmasked Estep 
Score: -486809.781250 Penalty: 1487.659546
	Iteration 0F: 2 clusters Score -486809.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -479978.781250 Penalty: 2975.319092
	Iteration 0F: 3 clusters Score -479978.8 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -482197.562500 Penalty: 2975.319092
	Iteration 1F: 3 clusters Score -482197.6 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -482459.906250 Penalty: 2975.319092
	Iteration 2F: 3 clusters Score -482459.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -482669.406250 Penalty: 2975.319092
	Iteration 3F: 3 clusters Score -482669.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -482884.187500 Penalty: 2975.319092
	Iteration 4Q: 3 clusters Score -482884.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -483105.718750 Penalty: 2975.319092
	Iteration 5Q: 3 clusters Score -483105.7 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -483372.187500 Penalty: 2975.319092
	Iteration 6Q: 3 clusters Score -483372.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -483680.093750 Penalty: 2975.319092
	Iteration 7F: 3 clusters Score -483680.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -484038.187500 Penalty: 2975.319092
	Iteration 8F: 3 clusters Score -484038.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -484457.968750 Penalty: 2975.319092
	Iteration 9F: 3 clusters Score -484458 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -484836.281250 Penalty: 2975.319092
	Iteration 10Q: 3 clusters Score -484836.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -485095.562500 Penalty: 2975.319092
	Iteration 11Q: 3 clusters Score -485095.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -485262.906250 Penalty: 2975.319092
	Iteration 12Q: 3 clusters Score -485262.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -485343.906250 Penalty: 2975.319092
	Iteration 13Q: 3 clusters Score -485343.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -485405.000000 Penalty: 2975.319092
	Iteration 14Q: 3 clusters Score -485405 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -485448.031250 Penalty: 2975.319092
	Iteration 15Q: 3 clusters Score -485448 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -485493.437500 Penalty: 2975.319092
	Iteration 16Q: 3 clusters Score -485493.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -485519.281250 Penalty: 2975.319092
	Iteration 17Q: 3 clusters Score -485519.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -485534.656250 Penalty: 2975.319092
	Iteration 18Q: 3 clusters Score -485534.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -485542.718750 Penalty: 2975.319092
	Iteration 19Q: 3 clusters Score -485542.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -485549.593750 Penalty: 2975.319092
	Iteration 20F: 3 clusters Score -485549.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -485556.937500 Penalty: 2975.319092
	Iteration 21Q: 3 clusters Score -485556.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -485560.187500 Penalty: 2975.319092
	Iteration 22Q: 3 clusters Score -485560.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -485561.281250 Penalty: 2975.319092
	Iteration 23Q: 3 clusters Score -485561.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -485561.281250 Penalty: 2975.319092
	Iteration 24F: 3 clusters Score -485561.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Entering Unmasked Estep 
Score: -111289.210938 Penalty: 1267.260010
	Iteration 0F: 2 clusters Score -111289.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -108938.750000 Penalty: 2534.520020
	Iteration 0F: 3 clusters Score -108938.8 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -109479.953125 Penalty: 2534.520020
	Iteration 1F: 3 clusters Score -109480 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -109649.898438 Penalty: 2534.520020
	Iteration 2F: 3 clusters Score -109649.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -109786.882812 Penalty: 2534.520020
	Iteration 3F: 3 clusters Score -109786.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -109885.015625 Penalty: 2534.520020
	Iteration 4F: 3 clusters Score -109885 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -109980.601562 Penalty: 2534.520020
	Iteration 5F: 3 clusters Score -109980.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -110066.640625 Penalty: 2534.520020
	Iteration 6Q: 3 clusters Score -110066.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -110137.039062 Penalty: 2534.520020
	Iteration 7Q: 3 clusters Score -110137 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -110214.835938 Penalty: 2534.520020
	Iteration 8Q: 3 clusters Score -110214.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -110271.500000 Penalty: 2534.520020
	Iteration 9Q: 3 clusters Score -110271.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -110326.351562 Penalty: 2534.520020
	Iteration 10Q: 3 clusters Score -110326.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -110368.054688 Penalty: 2534.520020
	Iteration 11Q: 3 clusters Score -110368.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -110400.367188 Penalty: 2534.520020
	Iteration 12Q: 3 clusters Score -110400.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -110424.960938 Penalty: 2534.520020
	Iteration 13Q: 3 clusters Score -110425 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -110447.281250 Penalty: 2534.520020
	Iteration 14Q: 3 clusters Score -110447.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -110468.898438 Penalty: 2534.520020
	Iteration 15Q: 3 clusters Score -110468.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -110483.468750 Penalty: 2534.520020
	Iteration 16Q: 3 clusters Score -110483.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -110499.531250 Penalty: 2534.520020
	Iteration 17Q: 3 clusters Score -110499.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -110511.812500 Penalty: 2534.520020
	Iteration 18Q: 3 clusters Score -110511.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -110526.734375 Penalty: 2534.520020
	Iteration 19Q: 3 clusters Score -110526.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -110537.359375 Penalty: 2534.520020
	Iteration 20F: 3 clusters Score -110537.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -110542.117188 Penalty: 2534.520020
	Iteration 21Q: 3 clusters Score -110542.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -110548.171875 Penalty: 2534.520020
	Iteration 22Q: 3 clusters Score -110548.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -110552.132812 Penalty: 2534.520020
	Iteration 23Q: 3 clusters Score -110552.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -110553.351562 Penalty: 2534.520020
	Iteration 24Q: 3 clusters Score -110553.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -110554.257812 Penalty: 2534.520020
	Iteration 25Q: 3 clusters Score -110554.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -110556.835938 Penalty: 2534.520020
	Iteration 26Q: 3 clusters Score -110556.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -110558.757812 Penalty: 2534.520020
	Iteration 27Q: 3 clusters Score -110558.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -110558.757812 Penalty: 2534.520020
	Iteration 28F: 3 clusters Score -110558.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Entering Unmasked Estep 
Score: -974838.500000 Penalty: 1598.577759
	Iteration 0F: 2 clusters Score -974838.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -961985.750000 Penalty: 3197.155518
	Iteration 0F: 3 clusters Score -961985.8 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -966505.625000 Penalty: 3197.155518
	Iteration 1F: 3 clusters Score -966505.6 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -966784.125000 Penalty: 3197.155518
	Iteration 2Q: 3 clusters Score -966784.1 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -967059.562500 Penalty: 3197.155518
	Iteration 3Q: 3 clusters Score -967059.6 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -967387.250000 Penalty: 3197.155518
	Iteration 4Q: 3 clusters Score -967387.2 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -967803.187500 Penalty: 3197.155518
	Iteration 5Q: 3 clusters Score -967803.2 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -968376.625000 Penalty: 3197.155518
	Iteration 6F: 3 clusters Score -968376.6 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -969215.375000 Penalty: 3197.155518
	Iteration 7F: 3 clusters Score -969215.4 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -970281.625000 Penalty: 3197.155518
	Iteration 8F: 3 clusters Score -970281.6 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -971326.375000 Penalty: 3197.155518
	Iteration 9F: 3 clusters Score -971326.4 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -972043.000000 Penalty: 3197.155518
	Iteration 10F: 3 clusters Score -972043 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -972492.687500 Penalty: 3197.155518
	Iteration 11Q: 3 clusters Score -972492.7 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -972779.125000 Penalty: 3197.155518
	Iteration 12Q: 3 clusters Score -972779.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -972949.875000 Penalty: 3197.155518
	Iteration 13Q: 3 clusters Score -972949.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -973060.187500 Penalty: 3197.155518
	Iteration 14Q: 3 clusters Score -973060.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -973159.750000 Penalty: 3197.155518
	Iteration 15Q: 3 clusters Score -973159.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -973239.250000 Penalty: 3197.155518
	Iteration 16Q: 3 clusters Score -973239.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -973299.250000 Penalty: 3197.155518
	Iteration 17Q: 3 clusters Score -973299.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -973338.312500 Penalty: 3197.155518
	Iteration 18Q: 3 clusters Score -973338.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -973382.875000 Penalty: 3197.155518
	Iteration 19Q: 3 clusters Score -973382.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -973416.812500 Penalty: 3197.155518
	Iteration 20F: 3 clusters Score -973416.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -973451.437500 Penalty: 3197.155518
	Iteration 21Q: 3 clusters Score -973451.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -973481.125000 Penalty: 3197.155518
	Iteration 22Q: 3 clusters Score -973481.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -973503.562500 Penalty: 3197.155518
	Iteration 23Q: 3 clusters Score -973503.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -973521.312500 Penalty: 3197.155518
	Iteration 24Q: 3 clusters Score -973521.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -973535.687500 Penalty: 3197.155518
	Iteration 25Q: 3 clusters Score -973535.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -973549.125000 Penalty: 3197.155518
	Iteration 26Q: 3 clusters Score -973549.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -973564.187500 Penalty: 3197.155518
	Iteration 27Q: 3 clusters Score -973564.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -973571.812500 Penalty: 3197.155518
	Iteration 28Q: 3 clusters Score -973571.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -973582.750000 Penalty: 3197.155518
	Iteration 29Q: 3 clusters Score -973582.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -973591.187500 Penalty: 3197.155518
	Iteration 30Q: 3 clusters Score -973591.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -973602.312500 Penalty: 3197.155518
	Iteration 31Q: 3 clusters Score -973602.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -973616.187500 Penalty: 3197.155518
	Iteration 32Q: 3 clusters Score -973616.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -973624.687500 Penalty: 3197.155518
	Iteration 33Q: 3 clusters Score -973624.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -973632.812500 Penalty: 3197.155518
	Iteration 34Q: 3 clusters Score -973632.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -973637.062500 Penalty: 3197.155518
	Iteration 35Q: 3 clusters Score -973637.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -973641.500000 Penalty: 3197.155518
	Iteration 36Q: 3 clusters Score -973641.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -973646.187500 Penalty: 3197.155518
	Iteration 37Q: 3 clusters Score -973646.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -973653.187500 Penalty: 3197.155518
	Iteration 38Q: 3 clusters Score -973653.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -973652.625000 Penalty: 3197.155518
	Iteration 39Q: 3 clusters Score -973652.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -973654.312500 Penalty: 3197.155518
	Iteration 40F: 3 clusters Score -973654.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -973660.562500 Penalty: 3197.155518
	Iteration 41Q: 3 clusters Score -973660.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -973662.437500 Penalty: 3197.155518
	Iteration 42Q: 3 clusters Score -973662.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -973663.562500 Penalty: 3197.155518
	Iteration 43Q: 3 clusters Score -973663.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -973666.062500 Penalty: 3197.155518
	Iteration 44Q: 3 clusters Score -973666.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -973669.250000 Penalty: 3197.155518
	Iteration 45Q: 3 clusters Score -973669.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -973671.062500 Penalty: 3197.155518
	Iteration 46Q: 3 clusters Score -973671.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -973675.500000 Penalty: 3197.155518
	Iteration 47Q: 3 clusters Score -973675.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -973677.937500 Penalty: 3197.155518
	Iteration 48Q: 3 clusters Score -973677.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -973678.437500 Penalty: 3197.155518
	Iteration 49Q: 3 clusters Score -973678.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -973682.625000 Penalty: 3197.155518
	Iteration 50Q: 3 clusters Score -973682.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -973685.437500 Penalty: 3197.155518
	Iteration 51Q: 3 clusters Score -973685.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -973687.000000 Penalty: 3197.155518
	Iteration 52Q: 3 clusters Score -973687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -973692.187500 Penalty: 3197.155518
	Iteration 53Q: 3 clusters Score -973692.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -973691.437500 Penalty: 3197.155518
	Iteration 54Q: 3 clusters Score -973691.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -973692.375000 Penalty: 3197.155518
	Iteration 55Q: 3 clusters Score -973692.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -973693.750000 Penalty: 3197.155518
	Iteration 56Q: 3 clusters Score -973693.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -973698.625000 Penalty: 3197.155518
	Iteration 57Q: 3 clusters Score -973698.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -973700.562500 Penalty: 3197.155518
	Iteration 58Q: 3 clusters Score -973700.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -973701.187500 Penalty: 3197.155518
	Iteration 59Q: 3 clusters Score -973701.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -973704.375000 Penalty: 3197.155518
	Iteration 60F: 3 clusters Score -973704.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -973703.000000 Penalty: 3197.155518
	Iteration 61Q: 3 clusters Score -973703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -973706.875000 Penalty: 3197.155518
	Iteration 62Q: 3 clusters Score -973706.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -973706.812500 Penalty: 3197.155518
	Iteration 63Q: 3 clusters Score -973706.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -973707.187500 Penalty: 3197.155518
	Iteration 64Q: 3 clusters Score -973707.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -973706.875000 Penalty: 3197.155518
	Iteration 65Q: 3 clusters Score -973706.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -973710.812500 Penalty: 3197.155518
	Iteration 66Q: 3 clusters Score -973710.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -973712.875000 Penalty: 3197.155518
	Iteration 67Q: 3 clusters Score -973712.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -973716.750000 Penalty: 3197.155518
	Iteration 68Q: 3 clusters Score -973716.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -973717.750000 Penalty: 3197.155518
	Iteration 69Q: 3 clusters Score -973717.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -973716.250000 Penalty: 3197.155518
	Iteration 70Q: 3 clusters Score -973716.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -973716.250000 Penalty: 3197.155518
	Iteration 71Q: 3 clusters Score -973716.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -973719.250000 Penalty: 3197.155518
	Iteration 72Q: 3 clusters Score -973719.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -973717.937500 Penalty: 3197.155518
	Iteration 73Q: 3 clusters Score -973717.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -973719.437500 Penalty: 3197.155518
	Iteration 74Q: 3 clusters Score -973719.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -973719.250000 Penalty: 3197.155518
	Iteration 75Q: 3 clusters Score -973719.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -973718.000000 Penalty: 3197.155518
	Iteration 76Q: 3 clusters Score -973718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -973719.000000 Penalty: 3197.155518
	Iteration 77Q: 3 clusters Score -973719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -973719.937500 Penalty: 3197.155518
	Iteration 78Q: 3 clusters Score -973719.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -973719.937500 Penalty: 3197.155518
	Iteration 79F: 3 clusters Score -973719.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Entering Unmasked Estep 
Score: -54880.914062 Penalty: 1153.486084
	Iteration 0F: 2 clusters Score -54880.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -53292.539062 Penalty: 2306.972168
	Iteration 0F: 3 clusters Score -53292.54 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -53580.632812 Penalty: 2306.972168
	Iteration 1F: 3 clusters Score -53580.63 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -53663.175781 Penalty: 2306.972168
	Iteration 2F: 3 clusters Score -53663.18 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -53714.371094 Penalty: 2306.972168
	Iteration 3Q: 3 clusters Score -53714.37 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -53743.242188 Penalty: 2306.972168
	Iteration 4Q: 3 clusters Score -53743.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -53754.742188 Penalty: 2306.972168
	Iteration 5Q: 3 clusters Score -53754.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -53758.867188 Penalty: 2306.972168
	Iteration 6Q: 3 clusters Score -53758.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -53764.628906 Penalty: 2306.972168
	Iteration 7Q: 3 clusters Score -53764.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -53769.843750 Penalty: 2306.972168
	Iteration 8Q: 3 clusters Score -53769.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -53773.128906 Penalty: 2306.972168
	Iteration 9Q: 3 clusters Score -53773.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -53778.078125 Penalty: 2306.972168
	Iteration 10Q: 3 clusters Score -53778.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -53779.246094 Penalty: 2306.972168
	Iteration 11Q: 3 clusters Score -53779.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -53780.039062 Penalty: 2306.972168
	Iteration 12Q: 3 clusters Score -53780.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -53780.609375 Penalty: 2306.972168
	Iteration 13Q: 3 clusters Score -53780.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -53781.484375 Penalty: 2306.972168
	Iteration 14Q: 3 clusters Score -53781.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -53781.484375 Penalty: 2306.972168
	Iteration 15F: 3 clusters Score -53781.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Entering Unmasked Estep 
Score: -429775.937500 Penalty: 1461.955933
	Iteration 0F: 2 clusters Score -429775.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -423878.593750 Penalty: 2923.911865
	Iteration 0F: 3 clusters Score -423878.6 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -425711.312500 Penalty: 2923.911865
	Iteration 1F: 3 clusters Score -425711.3 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -425903.656250 Penalty: 2923.911865
	Iteration 2F: 3 clusters Score -425903.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -426052.062500 Penalty: 2923.911865
	Iteration 3Q: 3 clusters Score -426052.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -426189.062500 Penalty: 2923.911865
	Iteration 4Q: 3 clusters Score -426189.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -426334.125000 Penalty: 2923.911865
	Iteration 5Q: 3 clusters Score -426334.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -426497.312500 Penalty: 2923.911865
	Iteration 6Q: 3 clusters Score -426497.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -426689.937500 Penalty: 2923.911865
	Iteration 7Q: 3 clusters Score -426689.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -426938.500000 Penalty: 2923.911865
	Iteration 8Q: 3 clusters Score -426938.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -427225.875000 Penalty: 2923.911865
	Iteration 9F: 3 clusters Score -427225.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -427498.468750 Penalty: 2923.911865
	Iteration 10Q: 3 clusters Score -427498.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -427727.187500 Penalty: 2923.911865
	Iteration 11Q: 3 clusters Score -427727.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -427912.375000 Penalty: 2923.911865
	Iteration 12Q: 3 clusters Score -427912.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -428044.812500 Penalty: 2923.911865
	Iteration 13Q: 3 clusters Score -428044.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -428145.343750 Penalty: 2923.911865
	Iteration 14Q: 3 clusters Score -428145.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -428223.250000 Penalty: 2923.911865
	Iteration 15Q: 3 clusters Score -428223.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -428286.687500 Penalty: 2923.911865
	Iteration 16Q: 3 clusters Score -428286.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -428344.375000 Penalty: 2923.911865
	Iteration 17Q: 3 clusters Score -428344.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -428384.437500 Penalty: 2923.911865
	Iteration 18Q: 3 clusters Score -428384.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -428413.312500 Penalty: 2923.911865
	Iteration 19Q: 3 clusters Score -428413.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -428428.156250 Penalty: 2923.911865
	Iteration 20F: 3 clusters Score -428428.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -428448.750000 Penalty: 2923.911865
	Iteration 21Q: 3 clusters Score -428448.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -428460.187500 Penalty: 2923.911865
	Iteration 22Q: 3 clusters Score -428460.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -428469.250000 Penalty: 2923.911865
	Iteration 23Q: 3 clusters Score -428469.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -428476.500000 Penalty: 2923.911865
	Iteration 24Q: 3 clusters Score -428476.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -428481.125000 Penalty: 2923.911865
	Iteration 25Q: 3 clusters Score -428481.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -428483.468750 Penalty: 2923.911865
	Iteration 26Q: 3 clusters Score -428483.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -428485.687500 Penalty: 2923.911865
	Iteration 27Q: 3 clusters Score -428485.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -428486.781250 Penalty: 2923.911865
	Iteration 28Q: 3 clusters Score -428486.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -428488.843750 Penalty: 2923.911865
	Iteration 29Q: 3 clusters Score -428488.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -428489.187500 Penalty: 2923.911865
	Iteration 30Q: 3 clusters Score -428489.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -428489.187500 Penalty: 2923.911865
	Iteration 31F: 3 clusters Score -428489.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Entering Unmasked Estep 
Score: -73258.531250 Penalty: 1179.720703
	Iteration 0F: 2 clusters Score -73258.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -71525.945312 Penalty: 2359.441406
	Iteration 0F: 3 clusters Score -71525.95 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -71854.656250 Penalty: 2359.441406
	Iteration 1F: 3 clusters Score -71854.66 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -71927.242188 Penalty: 2359.441406
	Iteration 2F: 3 clusters Score -71927.24 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -71970.039062 Penalty: 2359.441406
	Iteration 3Q: 3 clusters Score -71970.04 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -71995.312500 Penalty: 2359.441406
	Iteration 4Q: 3 clusters Score -71995.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -72010.562500 Penalty: 2359.441406
	Iteration 5Q: 3 clusters Score -72010.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -72022.304688 Penalty: 2359.441406
	Iteration 6Q: 3 clusters Score -72022.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -72027.585938 Penalty: 2359.441406
	Iteration 7Q: 3 clusters Score -72027.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -72031.101562 Penalty: 2359.441406
	Iteration 8Q: 3 clusters Score -72031.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -72032.445312 Penalty: 2359.441406
	Iteration 9Q: 3 clusters Score -72032.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -72032.984375 Penalty: 2359.441406
	Iteration 10Q: 3 clusters Score -72032.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -72032.984375 Penalty: 2359.441406
	Iteration 11F: 3 clusters Score -72032.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Entering Unmasked Estep 
Score: -81790.632812 Penalty: 1195.602905
	Iteration 0F: 2 clusters Score -81790.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -79954.375000 Penalty: 2391.205811
	Iteration 0F: 3 clusters Score -79954.38 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -80313.265625 Penalty: 2391.205811
	Iteration 1F: 3 clusters Score -80313.27 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -80391.234375 Penalty: 2391.205811
	Iteration 2F: 3 clusters Score -80391.23 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -80423.187500 Penalty: 2391.205811
	Iteration 3Q: 3 clusters Score -80423.19 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -80446.343750 Penalty: 2391.205811
	Iteration 4Q: 3 clusters Score -80446.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -80461.945312 Penalty: 2391.205811
	Iteration 5Q: 3 clusters Score -80461.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -80483.453125 Penalty: 2391.205811
	Iteration 6Q: 3 clusters Score -80483.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -80502.804688 Penalty: 2391.205811
	Iteration 7Q: 3 clusters Score -80502.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -80515.656250 Penalty: 2391.205811
	Iteration 8Q: 3 clusters Score -80515.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -80526.664062 Penalty: 2391.205811
	Iteration 9Q: 3 clusters Score -80526.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -80535.515625 Penalty: 2391.205811
	Iteration 10Q: 3 clusters Score -80535.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -80544.851562 Penalty: 2391.205811
	Iteration 11Q: 3 clusters Score -80544.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -80553.695312 Penalty: 2391.205811
	Iteration 12Q: 3 clusters Score -80553.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -80561.289062 Penalty: 2391.205811
	Iteration 13Q: 3 clusters Score -80561.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -80568.031250 Penalty: 2391.205811
	Iteration 14Q: 3 clusters Score -80568.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -80576.007812 Penalty: 2391.205811
	Iteration 15Q: 3 clusters Score -80576.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -80578.523438 Penalty: 2391.205811
	Iteration 16Q: 3 clusters Score -80578.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -80579.320312 Penalty: 2391.205811
	Iteration 17Q: 3 clusters Score -80579.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -80580.484375 Penalty: 2391.205811
	Iteration 18Q: 3 clusters Score -80580.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -80581.234375 Penalty: 2391.205811
	Iteration 19Q: 3 clusters Score -80581.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -80581.234375 Penalty: 2391.205811
	Iteration 20F: 3 clusters Score -80581.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Entering Unmasked Estep 
Score: -139192.781250 Penalty: 1297.530518
	Iteration 0F: 2 clusters Score -139192.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -136469.718750 Penalty: 2595.061035
	Iteration 0F: 3 clusters Score -136469.7 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -137113.453125 Penalty: 2595.061035
	Iteration 1F: 3 clusters Score -137113.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -137249.281250 Penalty: 2595.061035
	Iteration 2F: 3 clusters Score -137249.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -137338.390625 Penalty: 2595.061035
	Iteration 3F: 3 clusters Score -137338.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -137396.828125 Penalty: 2595.061035
	Iteration 4Q: 3 clusters Score -137396.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -137443.859375 Penalty: 2595.061035
	Iteration 5Q: 3 clusters Score -137443.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -137476.406250 Penalty: 2595.061035
	Iteration 6Q: 3 clusters Score -137476.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -137506.812500 Penalty: 2595.061035
	Iteration 7Q: 3 clusters Score -137506.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -137529.562500 Penalty: 2595.061035
	Iteration 8Q: 3 clusters Score -137529.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -137546.609375 Penalty: 2595.061035
	Iteration 9Q: 3 clusters Score -137546.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -137562.671875 Penalty: 2595.061035
	Iteration 10Q: 3 clusters Score -137562.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -137579.578125 Penalty: 2595.061035
	Iteration 11Q: 3 clusters Score -137579.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -137596.078125 Penalty: 2595.061035
	Iteration 12Q: 3 clusters Score -137596.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -137612.046875 Penalty: 2595.061035
	Iteration 13Q: 3 clusters Score -137612 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -137626.500000 Penalty: 2595.061035
	Iteration 14Q: 3 clusters Score -137626.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -137636.000000 Penalty: 2595.061035
	Iteration 15Q: 3 clusters Score -137636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -137641.968750 Penalty: 2595.061035
	Iteration 16Q: 3 clusters Score -137642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -137644.843750 Penalty: 2595.061035
	Iteration 17Q: 3 clusters Score -137644.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -137650.640625 Penalty: 2595.061035
	Iteration 18Q: 3 clusters Score -137650.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -137656.578125 Penalty: 2595.061035
	Iteration 19Q: 3 clusters Score -137656.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -137662.359375 Penalty: 2595.061035
	Iteration 20F: 3 clusters Score -137662.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -137670.812500 Penalty: 2595.061035
	Iteration 21Q: 3 clusters Score -137670.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -137676.156250 Penalty: 2595.061035
	Iteration 22Q: 3 clusters Score -137676.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -137678.828125 Penalty: 2595.061035
	Iteration 23Q: 3 clusters Score -137678.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -137680.750000 Penalty: 2595.061035
	Iteration 24Q: 3 clusters Score -137680.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -137683.140625 Penalty: 2595.061035
	Iteration 25Q: 3 clusters Score -137683.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -137686.296875 Penalty: 2595.061035
	Iteration 26Q: 3 clusters Score -137686.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -137688.984375 Penalty: 2595.061035
	Iteration 27Q: 3 clusters Score -137689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -137690.343750 Penalty: 2595.061035
	Iteration 28Q: 3 clusters Score -137690.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -137691.156250 Penalty: 2595.061035
	Iteration 29Q: 3 clusters Score -137691.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -137692.484375 Penalty: 2595.061035
	Iteration 30Q: 3 clusters Score -137692.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -137694.234375 Penalty: 2595.061035
	Iteration 31Q: 3 clusters Score -137694.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -137696.328125 Penalty: 2595.061035
	Iteration 32Q: 3 clusters Score -137696.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -137699.625000 Penalty: 2595.061035
	Iteration 33Q: 3 clusters Score -137699.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -137702.609375 Penalty: 2595.061035
	Iteration 34Q: 3 clusters Score -137702.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -137704.359375 Penalty: 2595.061035
	Iteration 35Q: 3 clusters Score -137704.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -137704.906250 Penalty: 2595.061035
	Iteration 36Q: 3 clusters Score -137704.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -137706.734375 Penalty: 2595.061035
	Iteration 37Q: 3 clusters Score -137706.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -137709.406250 Penalty: 2595.061035
	Iteration 38Q: 3 clusters Score -137709.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -137711.031250 Penalty: 2595.061035
	Iteration 39Q: 3 clusters Score -137711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -137714.156250 Penalty: 2595.061035
	Iteration 40F: 3 clusters Score -137714.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -137717.625000 Penalty: 2595.061035
	Iteration 41Q: 3 clusters Score -137717.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -137720.015625 Penalty: 2595.061035
	Iteration 42Q: 3 clusters Score -137720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -137723.031250 Penalty: 2595.061035
	Iteration 43Q: 3 clusters Score -137723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -137726.437500 Penalty: 2595.061035
	Iteration 44Q: 3 clusters Score -137726.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -137730.750000 Penalty: 2595.061035
	Iteration 45Q: 3 clusters Score -137730.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -137734.953125 Penalty: 2595.061035
	Iteration 46Q: 3 clusters Score -137735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -137739.375000 Penalty: 2595.061035
	Iteration 47Q: 3 clusters Score -137739.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -137741.093750 Penalty: 2595.061035
	Iteration 48Q: 3 clusters Score -137741.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -137742.671875 Penalty: 2595.061035
	Iteration 49Q: 3 clusters Score -137742.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -137744.765625 Penalty: 2595.061035
	Iteration 50Q: 3 clusters Score -137744.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -137746.453125 Penalty: 2595.061035
	Iteration 51Q: 3 clusters Score -137746.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -137748.578125 Penalty: 2595.061035
	Iteration 52Q: 3 clusters Score -137748.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -137750.890625 Penalty: 2595.061035
	Iteration 53Q: 3 clusters Score -137750.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -137751.578125 Penalty: 2595.061035
	Iteration 54Q: 3 clusters Score -137751.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -137752.750000 Penalty: 2595.061035
	Iteration 55Q: 3 clusters Score -137752.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -137753.890625 Penalty: 2595.061035
	Iteration 56Q: 3 clusters Score -137753.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -137754.593750 Penalty: 2595.061035
	Iteration 57Q: 3 clusters Score -137754.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -137755.140625 Penalty: 2595.061035
	Iteration 58Q: 3 clusters Score -137755.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -137756.609375 Penalty: 2595.061035
	Iteration 59Q: 3 clusters Score -137756.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -137758.265625 Penalty: 2595.061035
	Iteration 60F: 3 clusters Score -137758.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -137759.703125 Penalty: 2595.061035
	Iteration 61Q: 3 clusters Score -137759.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -137761.125000 Penalty: 2595.061035
	Iteration 62Q: 3 clusters Score -137761.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -137761.781250 Penalty: 2595.061035
	Iteration 63Q: 3 clusters Score -137761.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -137762.515625 Penalty: 2595.061035
	Iteration 64Q: 3 clusters Score -137762.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -137762.843750 Penalty: 2595.061035
	Iteration 65Q: 3 clusters Score -137762.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -137763.359375 Penalty: 2595.061035
	Iteration 66Q: 3 clusters Score -137763.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -137764.140625 Penalty: 2595.061035
	Iteration 67Q: 3 clusters Score -137764.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -137764.890625 Penalty: 2595.061035
	Iteration 68Q: 3 clusters Score -137764.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -137765.171875 Penalty: 2595.061035
	Iteration 69Q: 3 clusters Score -137765.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -137765.437500 Penalty: 2595.061035
	Iteration 70Q: 3 clusters Score -137765.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -137765.640625 Penalty: 2595.061035
	Iteration 71Q: 3 clusters Score -137765.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -137765.640625 Penalty: 2595.061035
	Iteration 72F: 3 clusters Score -137765.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (191302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191302 members 
Entering Unmasked Estep 
Score: -10042212.000000 Penalty: 1976.261353
	Iteration 0F: 2 clusters Score -1.004221e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95612 members 
Mstep: Class 2 contains 95690 members 
Entering Unmasked Estep 
Score: -9913260.000000 Penalty: 3952.522705
	Iteration 0F: 3 clusters Score -9913260 nChanged 92688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96148 members 
Mstep: Class 2 contains 95154 members 
Entering Unmasked Estep 
Score: -9969260.000000 Penalty: 3952.522705
	Iteration 1F: 3 clusters Score -9969260 nChanged 7581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97359 members 
Mstep: Class 2 contains 93943 members 
Entering Unmasked Estep 
Score: -9972678.000000 Penalty: 3952.522705
	Iteration 2Q: 3 clusters Score -9972678 nChanged 10430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99687 members 
Mstep: Class 2 contains 91615 members 
Entering Unmasked Estep 
Score: -9979403.000000 Penalty: 3952.522705
	Iteration 3F: 3 clusters Score -9979403 nChanged 13517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103774 members 
Mstep: Class 2 contains 87528 members 
Entering Unmasked Estep 
Score: -9989474.000000 Penalty: 3952.522705
	Iteration 4F: 3 clusters Score -9989474 nChanged 15690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109684 members 
Mstep: Class 2 contains 81618 members 
Entering Unmasked Estep 
Score: -10001650.000000 Penalty: 3952.522705
	Iteration 5F: 3 clusters Score -1.000165e+07 nChanged 15201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116149 members 
Mstep: Class 2 contains 75153 members 
Entering Unmasked Estep 
Score: -10012481.000000 Penalty: 3952.522705
	Iteration 6F: 3 clusters Score -1.001248e+07 nChanged 11928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121737 members 
Mstep: Class 2 contains 69565 members 
Entering Unmasked Estep 
Score: -10020389.000000 Penalty: 3952.522705
	Iteration 7F: 3 clusters Score -1.002039e+07 nChanged 8450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126173 members 
Mstep: Class 2 contains 65129 members 
Entering Unmasked Estep 
Score: -10026590.000000 Penalty: 3952.522705
	Iteration 8Q: 3 clusters Score -1.002659e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130040 members 
Mstep: Class 2 contains 61262 members 
Entering Unmasked Estep 
Score: -10031554.000000 Penalty: 3952.522705
	Iteration 9Q: 3 clusters Score -1.003155e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133398 members 
Mstep: Class 2 contains 57904 members 
Entering Unmasked Estep 
Score: -10033880.000000 Penalty: 3952.522705
	Iteration 10Q: 3 clusters Score -1.003388e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136308 members 
Mstep: Class 2 contains 54994 members 
Entering Unmasked Estep 
Score: -10035053.000000 Penalty: 3952.522705
	Iteration 11Q: 3 clusters Score -1.003505e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138834 members 
Mstep: Class 2 contains 52468 members 
Entering Unmasked Estep 
Score: -10035881.000000 Penalty: 3952.522705
	Iteration 12Q: 3 clusters Score -1.003588e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141148 members 
Mstep: Class 2 contains 50154 members 
Entering Unmasked Estep 
Score: -10036469.000000 Penalty: 3952.522705
	Iteration 13Q: 3 clusters Score -1.003647e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143238 members 
Mstep: Class 2 contains 48064 members 
Entering Unmasked Estep 
Score: -10036989.000000 Penalty: 3952.522705
	Iteration 14Q: 3 clusters Score -1.003699e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145179 members 
Mstep: Class 2 contains 46123 members 
Entering Unmasked Estep 
Score: -10037608.000000 Penalty: 3952.522705
	Iteration 15Q: 3 clusters Score -1.003761e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146976 members 
Mstep: Class 2 contains 44326 members 
Entering Unmasked Estep 
Score: -10037966.000000 Penalty: 3952.522705
	Iteration 16Q: 3 clusters Score -1.003797e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148598 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -10038289.000000 Penalty: 3952.522705
	Iteration 17Q: 3 clusters Score -1.003829e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150065 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -10038592.000000 Penalty: 3952.522705
	Iteration 18Q: 3 clusters Score -1.003859e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151439 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -10038790.000000 Penalty: 3952.522705
	Iteration 19Q: 3 clusters Score -1.003879e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152754 members 
Mstep: Class 2 contains 38548 members 
Entering Unmasked Estep 
Score: -10038988.000000 Penalty: 3952.522705
	Iteration 20F: 3 clusters Score -1.003899e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153971 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -10039198.000000 Penalty: 3952.522705
	Iteration 21Q: 3 clusters Score -1.00392e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155103 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -10039423.000000 Penalty: 3952.522705
	Iteration 22Q: 3 clusters Score -1.003942e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156180 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -10039631.000000 Penalty: 3952.522705
	Iteration 23Q: 3 clusters Score -1.003963e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157196 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -10039768.000000 Penalty: 3952.522705
	Iteration 24Q: 3 clusters Score -1.003977e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158169 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -10039891.000000 Penalty: 3952.522705
	Iteration 25Q: 3 clusters Score -1.003989e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159098 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -10040054.000000 Penalty: 3952.522705
	Iteration 26Q: 3 clusters Score -1.004005e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159940 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -10040134.000000 Penalty: 3952.522705
	Iteration 27Q: 3 clusters Score -1.004013e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160749 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -10040274.000000 Penalty: 3952.522705
	Iteration 28Q: 3 clusters Score -1.004027e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161519 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -10040384.000000 Penalty: 3952.522705
	Iteration 29Q: 3 clusters Score -1.004038e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162252 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -10040422.000000 Penalty: 3952.522705
	Iteration 30Q: 3 clusters Score -1.004042e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162988 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -10040474.000000 Penalty: 3952.522705
	Iteration 31Q: 3 clusters Score -1.004047e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163691 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -10040520.000000 Penalty: 3952.522705
	Iteration 32Q: 3 clusters Score -1.004052e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164350 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -10040591.000000 Penalty: 3952.522705
	Iteration 33Q: 3 clusters Score -1.004059e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164956 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -10040670.000000 Penalty: 3952.522705
	Iteration 34Q: 3 clusters Score -1.004067e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165505 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -10040765.000000 Penalty: 3952.522705
	Iteration 35Q: 3 clusters Score -1.004076e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166033 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -10040804.000000 Penalty: 3952.522705
	Iteration 36Q: 3 clusters Score -1.00408e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166552 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -10040898.000000 Penalty: 3952.522705
	Iteration 37Q: 3 clusters Score -1.00409e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167015 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -10040996.000000 Penalty: 3952.522705
	Iteration 38Q: 3 clusters Score -1.0041e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167468 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -10041032.000000 Penalty: 3952.522705
	Iteration 39Q: 3 clusters Score -1.004103e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167888 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -10041081.000000 Penalty: 3952.522705
	Iteration 40F: 3 clusters Score -1.004108e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168295 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -10041138.000000 Penalty: 3952.522705
	Iteration 41Q: 3 clusters Score -1.004114e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168660 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -10041153.000000 Penalty: 3952.522705
	Iteration 42Q: 3 clusters Score -1.004115e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169036 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -10041167.000000 Penalty: 3952.522705
	Iteration 43Q: 3 clusters Score -1.004117e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169420 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -10041178.000000 Penalty: 3952.522705
	Iteration 44Q: 3 clusters Score -1.004118e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169774 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -10041167.000000 Penalty: 3952.522705
	Iteration 45Q: 3 clusters Score -1.004117e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170146 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -10041233.000000 Penalty: 3952.522705
	Iteration 46Q: 3 clusters Score -1.004123e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170522 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -10041331.000000 Penalty: 3952.522705
	Iteration 47Q: 3 clusters Score -1.004133e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170890 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -10041336.000000 Penalty: 3952.522705
	Iteration 48Q: 3 clusters Score -1.004134e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171258 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -10041359.000000 Penalty: 3952.522705
	Iteration 49Q: 3 clusters Score -1.004136e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171646 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -10041426.000000 Penalty: 3952.522705
	Iteration 50Q: 3 clusters Score -1.004143e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172061 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -10041477.000000 Penalty: 3952.522705
	Iteration 51Q: 3 clusters Score -1.004148e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172461 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -10041502.000000 Penalty: 3952.522705
	Iteration 52Q: 3 clusters Score -1.00415e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172866 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -10041519.000000 Penalty: 3952.522705
	Iteration 53Q: 3 clusters Score -1.004152e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173266 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -10041576.000000 Penalty: 3952.522705
	Iteration 54Q: 3 clusters Score -1.004158e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173633 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -10041585.000000 Penalty: 3952.522705
	Iteration 55Q: 3 clusters Score -1.004158e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173997 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -10041607.000000 Penalty: 3952.522705
	Iteration 56Q: 3 clusters Score -1.004161e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174320 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -10041708.000000 Penalty: 3952.522705
	Iteration 57Q: 3 clusters Score -1.004171e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174648 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -10041748.000000 Penalty: 3952.522705
	Iteration 58Q: 3 clusters Score -1.004175e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174953 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -10041768.000000 Penalty: 3952.522705
	Iteration 59Q: 3 clusters Score -1.004177e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175244 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -10041789.000000 Penalty: 3952.522705
	Iteration 60F: 3 clusters Score -1.004179e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175504 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -10041817.000000 Penalty: 3952.522705
	Iteration 61Q: 3 clusters Score -1.004182e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175752 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -10041850.000000 Penalty: 3952.522705
	Iteration 62Q: 3 clusters Score -1.004185e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176012 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -10041846.000000 Penalty: 3952.522705
	Iteration 63Q: 3 clusters Score -1.004185e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176243 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -10041863.000000 Penalty: 3952.522705
	Iteration 64Q: 3 clusters Score -1.004186e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176461 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -10041866.000000 Penalty: 3952.522705
	Iteration 65Q: 3 clusters Score -1.004187e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176674 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -10041887.000000 Penalty: 3952.522705
	Iteration 66Q: 3 clusters Score -1.004189e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176887 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -10041912.000000 Penalty: 3952.522705
	Iteration 67Q: 3 clusters Score -1.004191e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177087 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -10041942.000000 Penalty: 3952.522705
	Iteration 68Q: 3 clusters Score -1.004194e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177283 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -10041965.000000 Penalty: 3952.522705
	Iteration 69Q: 3 clusters Score -1.004196e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177470 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -10041986.000000 Penalty: 3952.522705
	Iteration 70Q: 3 clusters Score -1.004199e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177659 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -10041971.000000 Penalty: 3952.522705
	Iteration 71Q: 3 clusters Score -1.004197e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177852 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -10041996.000000 Penalty: 3952.522705
	Iteration 72Q: 3 clusters Score -1.0042e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178017 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -10042027.000000 Penalty: 3952.522705
	Iteration 73Q: 3 clusters Score -1.004203e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178180 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -10042034.000000 Penalty: 3952.522705
	Iteration 74Q: 3 clusters Score -1.004203e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178341 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -10042069.000000 Penalty: 3952.522705
	Iteration 75Q: 3 clusters Score -1.004207e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178492 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -10042077.000000 Penalty: 3952.522705
	Iteration 76Q: 3 clusters Score -1.004208e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178631 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -10042058.000000 Penalty: 3952.522705
	Iteration 77Q: 3 clusters Score -1.004206e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178745 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -10042069.000000 Penalty: 3952.522705
	Iteration 78Q: 3 clusters Score -1.004207e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178866 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -10042067.000000 Penalty: 3952.522705
	Iteration 79Q: 3 clusters Score -1.004207e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178967 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -10042074.000000 Penalty: 3952.522705
	Iteration 80F: 3 clusters Score -1.004207e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179065 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -10042106.000000 Penalty: 3952.522705
	Iteration 81Q: 3 clusters Score -1.004211e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179145 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -10042115.000000 Penalty: 3952.522705
	Iteration 82Q: 3 clusters Score -1.004212e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179216 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -10042118.000000 Penalty: 3952.522705
	Iteration 83Q: 3 clusters Score -1.004212e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179294 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -10042133.000000 Penalty: 3952.522705
	Iteration 84Q: 3 clusters Score -1.004213e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179385 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -10042125.000000 Penalty: 3952.522705
	Iteration 85Q: 3 clusters Score -1.004212e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179468 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -10042113.000000 Penalty: 3952.522705
	Iteration 86Q: 3 clusters Score -1.004211e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179564 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -10042118.000000 Penalty: 3952.522705
	Iteration 87Q: 3 clusters Score -1.004212e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179651 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -10042124.000000 Penalty: 3952.522705
	Iteration 88Q: 3 clusters Score -1.004212e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179733 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -10042134.000000 Penalty: 3952.522705
	Iteration 89Q: 3 clusters Score -1.004213e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179819 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -10042139.000000 Penalty: 3952.522705
	Iteration 90Q: 3 clusters Score -1.004214e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179893 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -10042169.000000 Penalty: 3952.522705
	Iteration 91Q: 3 clusters Score -1.004217e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179970 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -10042178.000000 Penalty: 3952.522705
	Iteration 92Q: 3 clusters Score -1.004218e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180047 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -10042179.000000 Penalty: 3952.522705
	Iteration 93Q: 3 clusters Score -1.004218e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180124 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -10042183.000000 Penalty: 3952.522705
	Iteration 94Q: 3 clusters Score -1.004218e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180195 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -10042192.000000 Penalty: 3952.522705
	Iteration 95Q: 3 clusters Score -1.004219e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180254 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -10042185.000000 Penalty: 3952.522705
	Iteration 96Q: 3 clusters Score -1.004218e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180305 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -10042191.000000 Penalty: 3952.522705
	Iteration 97Q: 3 clusters Score -1.004219e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180363 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -10042191.000000 Penalty: 3952.522705
	Iteration 98Q: 3 clusters Score -1.004219e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180430 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -10042193.000000 Penalty: 3952.522705
	Iteration 99Q: 3 clusters Score -1.004219e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180499 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -10042204.000000 Penalty: 3952.522705
	Iteration 100F: 3 clusters Score -1.00422e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180570 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -10042226.000000 Penalty: 3952.522705
	Iteration 101Q: 3 clusters Score -1.004223e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180642 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -10042218.000000 Penalty: 3952.522705
	Iteration 102Q: 3 clusters Score -1.004222e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180711 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -10042222.000000 Penalty: 3952.522705
	Iteration 103Q: 3 clusters Score -1.004222e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180784 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -10042226.000000 Penalty: 3952.522705
	Iteration 104Q: 3 clusters Score -1.004223e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180853 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -10042245.000000 Penalty: 3952.522705
	Iteration 105Q: 3 clusters Score -1.004224e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180923 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -10042234.000000 Penalty: 3952.522705
	Iteration 106Q: 3 clusters Score -1.004223e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180987 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -10042234.000000 Penalty: 3952.522705
	Iteration 107Q: 3 clusters Score -1.004223e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181056 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -10042245.000000 Penalty: 3952.522705
	Iteration 108Q: 3 clusters Score -1.004224e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181130 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -10042275.000000 Penalty: 3952.522705
	Iteration 109Q: 3 clusters Score -1.004228e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181212 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -10042278.000000 Penalty: 3952.522705
	Iteration 110Q: 3 clusters Score -1.004228e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181293 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -10042292.000000 Penalty: 3952.522705
	Iteration 111Q: 3 clusters Score -1.004229e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181363 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -10042303.000000 Penalty: 3952.522705
	Iteration 112Q: 3 clusters Score -1.00423e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181425 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -10042296.000000 Penalty: 3952.522705
	Iteration 113Q: 3 clusters Score -1.00423e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181491 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -10042303.000000 Penalty: 3952.522705
	Iteration 114Q: 3 clusters Score -1.00423e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181570 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -10042298.000000 Penalty: 3952.522705
	Iteration 115Q: 3 clusters Score -1.00423e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181650 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -10042307.000000 Penalty: 3952.522705
	Iteration 116Q: 3 clusters Score -1.004231e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181730 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -10042287.000000 Penalty: 3952.522705
	Iteration 117Q: 3 clusters Score -1.004229e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181795 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -10042287.000000 Penalty: 3952.522705
	Iteration 118Q: 3 clusters Score -1.004229e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181853 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -10042308.000000 Penalty: 3952.522705
	Iteration 119Q: 3 clusters Score -1.004231e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181909 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -10042316.000000 Penalty: 3952.522705
	Iteration 120F: 3 clusters Score -1.004232e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181956 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -10042319.000000 Penalty: 3952.522705
	Iteration 121Q: 3 clusters Score -1.004232e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181991 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -10042316.000000 Penalty: 3952.522705
	Iteration 122Q: 3 clusters Score -1.004232e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182026 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -10042334.000000 Penalty: 3952.522705
	Iteration 123Q: 3 clusters Score -1.004233e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182051 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -10042333.000000 Penalty: 3952.522705
	Iteration 124Q: 3 clusters Score -1.004233e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182084 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -10042323.000000 Penalty: 3952.522705
	Iteration 125Q: 3 clusters Score -1.004232e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182114 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -10042328.000000 Penalty: 3952.522705
	Iteration 126Q: 3 clusters Score -1.004233e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182141 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -10042325.000000 Penalty: 3952.522705
	Iteration 127Q: 3 clusters Score -1.004232e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182169 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -10042337.000000 Penalty: 3952.522705
	Iteration 128Q: 3 clusters Score -1.004234e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182197 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -10042342.000000 Penalty: 3952.522705
	Iteration 129Q: 3 clusters Score -1.004234e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182222 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -10042340.000000 Penalty: 3952.522705
	Iteration 130Q: 3 clusters Score -1.004234e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182242 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -10042336.000000 Penalty: 3952.522705
	Iteration 131Q: 3 clusters Score -1.004234e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182254 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -10042343.000000 Penalty: 3952.522705
	Iteration 132Q: 3 clusters Score -1.004234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182260 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -10042339.000000 Penalty: 3952.522705
	Iteration 133Q: 3 clusters Score -1.004234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182264 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -10042341.000000 Penalty: 3952.522705
	Iteration 134Q: 3 clusters Score -1.004234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182270 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -10042342.000000 Penalty: 3952.522705
	Iteration 135Q: 3 clusters Score -1.004234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182274 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -10042348.000000 Penalty: 3952.522705
	Iteration 136Q: 3 clusters Score -1.004235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182274 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -10042348.000000 Penalty: 3952.522705
	Iteration 137F: 3 clusters Score -1.004235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18721 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 9028 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 182274 members 
Mstep: Class 14 contains 203005 members 
Mstep: Class 15 contains 42060 members 
Mstep: Class 17 contains 41603 members 
Mstep: Class 18 contains 8106 members 
Mstep: Class 19 contains 32784 members 
Mstep: Class 20 contains 13105 members 
Mstep: Class 23 contains 1985 members 
Entering Unmasked Estep 
Score: -29086620.000000 Penalty: 38851.078125
Splitting cluster 13 changes total score from -29086754.000000 to -29086620.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (203005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203005 members 
Entering Unmasked Estep 
Score: -10191830.000000 Penalty: 1985.910156
	Iteration 0F: 2 clusters Score -1.019183e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101268 members 
Mstep: Class 2 contains 101737 members 
Entering Unmasked Estep 
Score: -10055146.000000 Penalty: 3971.820312
	Iteration 0F: 3 clusters Score -1.005515e+07 nChanged 98350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96870 members 
Mstep: Class 2 contains 106135 members 
Entering Unmasked Estep 
Score: -10114177.000000 Penalty: 3971.820312
	Iteration 1F: 3 clusters Score -1.011418e+07 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93817 members 
Mstep: Class 2 contains 109188 members 
Entering Unmasked Estep 
Score: -10115677.000000 Penalty: 3971.820312
	Iteration 2Q: 3 clusters Score -1.011568e+07 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89157 members 
Mstep: Class 2 contains 113848 members 
Entering Unmasked Estep 
Score: -10118035.000000 Penalty: 3971.820312
	Iteration 3Q: 3 clusters Score -1.011804e+07 nChanged 8669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82248 members 
Mstep: Class 2 contains 120757 members 
Entering Unmasked Estep 
Score: -10121524.000000 Penalty: 3971.820312
	Iteration 4Q: 3 clusters Score -1.012152e+07 nChanged 11010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72328 members 
Mstep: Class 2 contains 130677 members 
Entering Unmasked Estep 
Score: -10127626.000000 Penalty: 3971.820312
	Iteration 5F: 3 clusters Score -1.012763e+07 nChanged 13672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59214 members 
Mstep: Class 2 contains 143791 members 
Entering Unmasked Estep 
Score: -10137344.000000 Penalty: 3971.820312
	Iteration 6F: 3 clusters Score -1.013734e+07 nChanged 15667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 159192 members 
Entering Unmasked Estep 
Score: -10150782.000000 Penalty: 3971.820312
	Iteration 7F: 3 clusters Score -1.015078e+07 nChanged 14905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 174037 members 
Entering Unmasked Estep 
Score: -10164691.000000 Penalty: 3971.820312
	Iteration 8F: 3 clusters Score -1.016469e+07 nChanged 11692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 185695 members 
Entering Unmasked Estep 
Score: -10175580.000000 Penalty: 3971.820312
	Iteration 9F: 3 clusters Score -1.017558e+07 nChanged 7614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 193295 members 
Entering Unmasked Estep 
Score: -10182442.000000 Penalty: 3971.820312
	Iteration 10Q: 3 clusters Score -1.018244e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 197814 members 
Entering Unmasked Estep 
Score: -10186276.000000 Penalty: 3971.820312
	Iteration 11Q: 3 clusters Score -1.018628e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 200344 members 
Entering Unmasked Estep 
Score: -10188234.000000 Penalty: 3971.820312
	Iteration 12Q: 3 clusters Score -1.018823e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 201565 members 
Entering Unmasked Estep 
Score: -10189189.000000 Penalty: 3971.820312
	Iteration 13Q: 3 clusters Score -1.018919e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 202137 members 
Entering Unmasked Estep 
Score: -10189642.000000 Penalty: 3971.820312
	Iteration 14Q: 3 clusters Score -1.018964e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 202393 members 
Entering Unmasked Estep 
Score: -10189849.000000 Penalty: 3971.820312
	Iteration 15Q: 3 clusters Score -1.018985e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 202516 members 
Entering Unmasked Estep 
Score: -10189974.000000 Penalty: 3971.820312
	Iteration 16Q: 3 clusters Score -1.018997e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 202580 members 
Entering Unmasked Estep 
Score: -10190033.000000 Penalty: 3971.820312
	Iteration 17Q: 3 clusters Score -1.019003e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 202612 members 
Entering Unmasked Estep 
Score: -10190084.000000 Penalty: 3971.820312
	Iteration 18Q: 3 clusters Score -1.019008e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 202625 members 
Entering Unmasked Estep 
Score: -10190110.000000 Penalty: 3971.820312
	Iteration 19Q: 3 clusters Score -1.019011e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 202641 members 
Entering Unmasked Estep 
Score: -10190137.000000 Penalty: 3971.820312
	Iteration 20F: 3 clusters Score -1.019014e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 202647 members 
Entering Unmasked Estep 
Score: -10190163.000000 Penalty: 3971.820312
	Iteration 21Q: 3 clusters Score -1.019016e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 202650 members 
Entering Unmasked Estep 
Score: -10190169.000000 Penalty: 3971.820312
	Iteration 22Q: 3 clusters Score -1.019017e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 202651 members 
Entering Unmasked Estep 
Score: -10190178.000000 Penalty: 3971.820312
	Iteration 23Q: 3 clusters Score -1.019018e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 202652 members 
Entering Unmasked Estep 
Score: -10190186.000000 Penalty: 3971.820312
	Iteration 24Q: 3 clusters Score -1.019019e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 202657 members 
Entering Unmasked Estep 
Score: -10190188.000000 Penalty: 3971.820312
	Iteration 25Q: 3 clusters Score -1.019019e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 202660 members 
Entering Unmasked Estep 
Score: -10190196.000000 Penalty: 3971.820312
	Iteration 26Q: 3 clusters Score -1.01902e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 202660 members 
Entering Unmasked Estep 
Score: -10190206.000000 Penalty: 3971.820312
	Iteration 27Q: 3 clusters Score -1.019021e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 202662 members 
Entering Unmasked Estep 
Score: -10190209.000000 Penalty: 3971.820312
	Iteration 28Q: 3 clusters Score -1.019021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 202661 members 
Entering Unmasked Estep 
Score: -10190214.000000 Penalty: 3971.820312
	Iteration 29Q: 3 clusters Score -1.019021e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 202660 members 
Entering Unmasked Estep 
Score: -10190210.000000 Penalty: 3971.820312
	Iteration 30Q: 3 clusters Score -1.019021e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 202660 members 
Entering Unmasked Estep 
Score: -10190210.000000 Penalty: 3971.820312
	Iteration 31F: 3 clusters Score -1.019021e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (42060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Entering Unmasked Estep 
Score: -2132477.750000 Penalty: 1730.113525
	Iteration 0F: 2 clusters Score -2132478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -2104229.750000 Penalty: 3460.227051
	Iteration 0F: 3 clusters Score -2104230 nChanged 19643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -2115532.250000 Penalty: 3460.227051
	Iteration 1F: 3 clusters Score -2115532 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2116439.000000 Penalty: 3460.227051
	Iteration 2F: 3 clusters Score -2116439 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -2117767.250000 Penalty: 3460.227051
	Iteration 3F: 3 clusters Score -2117767 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -2119678.500000 Penalty: 3460.227051
	Iteration 4F: 3 clusters Score -2119678 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2122236.500000 Penalty: 3460.227051
	Iteration 5F: 3 clusters Score -2122236 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2124959.500000 Penalty: 3460.227051
	Iteration 6F: 3 clusters Score -2124960 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -2127208.000000 Penalty: 3460.227051
	Iteration 7F: 3 clusters Score -2127208 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2128824.250000 Penalty: 3460.227051
	Iteration 8Q: 3 clusters Score -2128824 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2130000.750000 Penalty: 3460.227051
	Iteration 9Q: 3 clusters Score -2130001 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2130653.250000 Penalty: 3460.227051
	Iteration 10Q: 3 clusters Score -2130653 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2130970.250000 Penalty: 3460.227051
	Iteration 11Q: 3 clusters Score -2130970 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2131140.250000 Penalty: 3460.227051
	Iteration 12Q: 3 clusters Score -2131140 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2131220.250000 Penalty: 3460.227051
	Iteration 13Q: 3 clusters Score -2131220 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2131268.750000 Penalty: 3460.227051
	Iteration 14Q: 3 clusters Score -2131269 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2131301.500000 Penalty: 3460.227051
	Iteration 15Q: 3 clusters Score -2131302 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2131331.000000 Penalty: 3460.227051
	Iteration 16Q: 3 clusters Score -2131331 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2131345.750000 Penalty: 3460.227051
	Iteration 17Q: 3 clusters Score -2131346 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2131355.000000 Penalty: 3460.227051
	Iteration 18Q: 3 clusters Score -2131355 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2131363.750000 Penalty: 3460.227051
	Iteration 19Q: 3 clusters Score -2131364 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2131370.750000 Penalty: 3460.227051
	Iteration 20F: 3 clusters Score -2131371 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2131382.750000 Penalty: 3460.227051
	Iteration 21Q: 3 clusters Score -2131383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2131387.750000 Penalty: 3460.227051
	Iteration 22Q: 3 clusters Score -2131388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2131391.750000 Penalty: 3460.227051
	Iteration 23Q: 3 clusters Score -2131392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2131394.000000 Penalty: 3460.227051
	Iteration 24Q: 3 clusters Score -2131394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2131405.000000 Penalty: 3460.227051
	Iteration 25Q: 3 clusters Score -2131405 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2131405.250000 Penalty: 3460.227051
	Iteration 26Q: 3 clusters Score -2131405 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2131408.000000 Penalty: 3460.227051
	Iteration 27Q: 3 clusters Score -2131408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2131414.500000 Penalty: 3460.227051
	Iteration 28Q: 3 clusters Score -2131414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2131419.000000 Penalty: 3460.227051
	Iteration 29Q: 3 clusters Score -2131419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2131424.750000 Penalty: 3460.227051
	Iteration 30Q: 3 clusters Score -2131425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2131422.250000 Penalty: 3460.227051
	Iteration 31Q: 3 clusters Score -2131422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2131421.250000 Penalty: 3460.227051
	Iteration 32Q: 3 clusters Score -2131421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2131420.250000 Penalty: 3460.227051
	Iteration 33Q: 3 clusters Score -2131420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2131421.500000 Penalty: 3460.227051
	Iteration 34Q: 3 clusters Score -2131422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2131419.500000 Penalty: 3460.227051
	Iteration 35Q: 3 clusters Score -2131420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40869 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2131418.500000 Penalty: 3460.227051
	Iteration 36Q: 3 clusters Score -2131418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40870 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2131418.500000 Penalty: 3460.227051
	Iteration 37Q: 3 clusters Score -2131418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2131419.500000 Penalty: 3460.227051
	Iteration 38Q: 3 clusters Score -2131420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2131419.250000 Penalty: 3460.227051
	Iteration 39Q: 3 clusters Score -2131419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40875 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2131418.000000 Penalty: 3460.227051
	Iteration 40F: 3 clusters Score -2131418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2131423.750000 Penalty: 3460.227051
	Iteration 41Q: 3 clusters Score -2131424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2131423.000000 Penalty: 3460.227051
	Iteration 42Q: 3 clusters Score -2131423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2131421.500000 Penalty: 3460.227051
	Iteration 43Q: 3 clusters Score -2131422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2131423.500000 Penalty: 3460.227051
	Iteration 44Q: 3 clusters Score -2131424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40892 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2131421.250000 Penalty: 3460.227051
	Iteration 45Q: 3 clusters Score -2131421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40896 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2131423.250000 Penalty: 3460.227051
	Iteration 46Q: 3 clusters Score -2131423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40901 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2131424.250000 Penalty: 3460.227051
	Iteration 47Q: 3 clusters Score -2131424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2131425.750000 Penalty: 3460.227051
	Iteration 48Q: 3 clusters Score -2131426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2131428.000000 Penalty: 3460.227051
	Iteration 49Q: 3 clusters Score -2131428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2131428.000000 Penalty: 3460.227051
	Iteration 50F: 3 clusters Score -2131428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (41603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Entering Unmasked Estep 
Score: -2156089.500000 Penalty: 1728.338135
	Iteration 0F: 2 clusters Score -2156090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -2128139.750000 Penalty: 3456.676270
	Iteration 0F: 3 clusters Score -2128140 nChanged 19438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -2138907.250000 Penalty: 3456.676270
	Iteration 1F: 3 clusters Score -2138907 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -2139303.500000 Penalty: 3456.676270
	Iteration 2Q: 3 clusters Score -2139304 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -2139747.250000 Penalty: 3456.676270
	Iteration 3Q: 3 clusters Score -2139747 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -2140415.500000 Penalty: 3456.676270
	Iteration 4Q: 3 clusters Score -2140416 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -2141446.500000 Penalty: 3456.676270
	Iteration 5Q: 3 clusters Score -2141446 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -2142937.000000 Penalty: 3456.676270
	Iteration 6F: 3 clusters Score -2142937 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -2144662.750000 Penalty: 3456.676270
	Iteration 7F: 3 clusters Score -2144663 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -2146455.250000 Penalty: 3456.676270
	Iteration 8F: 3 clusters Score -2146455 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2148059.250000 Penalty: 3456.676270
	Iteration 9F: 3 clusters Score -2148059 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2149423.000000 Penalty: 3456.676270
	Iteration 10Q: 3 clusters Score -2149423 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2150420.500000 Penalty: 3456.676270
	Iteration 11Q: 3 clusters Score -2150420 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -2151122.750000 Penalty: 3456.676270
	Iteration 12Q: 3 clusters Score -2151123 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -2151639.000000 Penalty: 3456.676270
	Iteration 13Q: 3 clusters Score -2151639 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2152108.250000 Penalty: 3456.676270
	Iteration 14Q: 3 clusters Score -2152108 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37452 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -2152548.500000 Penalty: 3456.676270
	Iteration 15Q: 3 clusters Score -2152548 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2152977.000000 Penalty: 3456.676270
	Iteration 16Q: 3 clusters Score -2152977 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2153309.500000 Penalty: 3456.676270
	Iteration 17Q: 3 clusters Score -2153310 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39231 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2153600.250000 Penalty: 3456.676270
	Iteration 18Q: 3 clusters Score -2153600 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2153839.750000 Penalty: 3456.676270
	Iteration 19Q: 3 clusters Score -2153840 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2154040.250000 Penalty: 3456.676270
	Iteration 20F: 3 clusters Score -2154040 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2154193.000000 Penalty: 3456.676270
	Iteration 21Q: 3 clusters Score -2154193 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40436 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2154305.250000 Penalty: 3456.676270
	Iteration 22Q: 3 clusters Score -2154305 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2154386.750000 Penalty: 3456.676270
	Iteration 23Q: 3 clusters Score -2154387 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2154452.500000 Penalty: 3456.676270
	Iteration 24Q: 3 clusters Score -2154452 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2154494.500000 Penalty: 3456.676270
	Iteration 25Q: 3 clusters Score -2154494 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2154519.000000 Penalty: 3456.676270
	Iteration 26Q: 3 clusters Score -2154519 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2154529.000000 Penalty: 3456.676270
	Iteration 27Q: 3 clusters Score -2154529 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40911 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2154545.250000 Penalty: 3456.676270
	Iteration 28Q: 3 clusters Score -2154545 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2154547.250000 Penalty: 3456.676270
	Iteration 29Q: 3 clusters Score -2154547 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2154556.250000 Penalty: 3456.676270
	Iteration 30Q: 3 clusters Score -2154556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2154563.000000 Penalty: 3456.676270
	Iteration 31Q: 3 clusters Score -2154563 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2154570.500000 Penalty: 3456.676270
	Iteration 32Q: 3 clusters Score -2154570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2154588.000000 Penalty: 3456.676270
	Iteration 33Q: 3 clusters Score -2154588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2154602.750000 Penalty: 3456.676270
	Iteration 34Q: 3 clusters Score -2154603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2154613.500000 Penalty: 3456.676270
	Iteration 35Q: 3 clusters Score -2154614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41054 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2154619.500000 Penalty: 3456.676270
	Iteration 36Q: 3 clusters Score -2154620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2154623.000000 Penalty: 3456.676270
	Iteration 37Q: 3 clusters Score -2154623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41070 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2154627.500000 Penalty: 3456.676270
	Iteration 38Q: 3 clusters Score -2154628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41075 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2154630.000000 Penalty: 3456.676270
	Iteration 39Q: 3 clusters Score -2154630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2154633.250000 Penalty: 3456.676270
	Iteration 40F: 3 clusters Score -2154633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2154635.500000 Penalty: 3456.676270
	Iteration 41Q: 3 clusters Score -2154636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41091 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2154635.750000 Penalty: 3456.676270
	Iteration 42Q: 3 clusters Score -2154636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2154635.500000 Penalty: 3456.676270
	Iteration 43Q: 3 clusters Score -2154636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2154635.500000 Penalty: 3456.676270
	Iteration 44F: 3 clusters Score -2154636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Entering Unmasked Estep 
Score: -444147.312500 Penalty: 1462.558472
	Iteration 0F: 2 clusters Score -444147.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -438195.437500 Penalty: 2925.116943
	Iteration 0F: 3 clusters Score -438195.4 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -439961.093750 Penalty: 2925.116943
	Iteration 1F: 3 clusters Score -439961.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -440173.218750 Penalty: 2925.116943
	Iteration 2F: 3 clusters Score -440173.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -440319.843750 Penalty: 2925.116943
	Iteration 3Q: 3 clusters Score -440319.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -440440.093750 Penalty: 2925.116943
	Iteration 4Q: 3 clusters Score -440440.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -440546.468750 Penalty: 2925.116943
	Iteration 5Q: 3 clusters Score -440546.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -440632.906250 Penalty: 2925.116943
	Iteration 6Q: 3 clusters Score -440632.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -440717.687500 Penalty: 2925.116943
	Iteration 7Q: 3 clusters Score -440717.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -440819.312500 Penalty: 2925.116943
	Iteration 8Q: 3 clusters Score -440819.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -440937.531250 Penalty: 2925.116943
	Iteration 9Q: 3 clusters Score -440937.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -441078.125000 Penalty: 2925.116943
	Iteration 10Q: 3 clusters Score -441078.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -441242.562500 Penalty: 2925.116943
	Iteration 11Q: 3 clusters Score -441242.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -441404.406250 Penalty: 2925.116943
	Iteration 12Q: 3 clusters Score -441404.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -441578.468750 Penalty: 2925.116943
	Iteration 13Q: 3 clusters Score -441578.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -441764.718750 Penalty: 2925.116943
	Iteration 14Q: 3 clusters Score -441764.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -441909.812500 Penalty: 2925.116943
	Iteration 15Q: 3 clusters Score -441909.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -441991.468750 Penalty: 2925.116943
	Iteration 16Q: 3 clusters Score -441991.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -442048.375000 Penalty: 2925.116943
	Iteration 17Q: 3 clusters Score -442048.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -442105.906250 Penalty: 2925.116943
	Iteration 18Q: 3 clusters Score -442105.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -442154.218750 Penalty: 2925.116943
	Iteration 19Q: 3 clusters Score -442154.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -442181.875000 Penalty: 2925.116943
	Iteration 20F: 3 clusters Score -442181.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -442203.500000 Penalty: 2925.116943
	Iteration 21Q: 3 clusters Score -442203.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -442224.656250 Penalty: 2925.116943
	Iteration 22Q: 3 clusters Score -442224.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -442249.125000 Penalty: 2925.116943
	Iteration 23Q: 3 clusters Score -442249.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -442279.125000 Penalty: 2925.116943
	Iteration 24Q: 3 clusters Score -442279.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -442312.156250 Penalty: 2925.116943
	Iteration 25Q: 3 clusters Score -442312.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -442361.906250 Penalty: 2925.116943
	Iteration 26Q: 3 clusters Score -442361.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -442418.843750 Penalty: 2925.116943
	Iteration 27Q: 3 clusters Score -442418.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -442473.812500 Penalty: 2925.116943
	Iteration 28Q: 3 clusters Score -442473.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -442528.687500 Penalty: 2925.116943
	Iteration 29Q: 3 clusters Score -442528.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -442585.687500 Penalty: 2925.116943
	Iteration 30Q: 3 clusters Score -442585.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -442627.062500 Penalty: 2925.116943
	Iteration 31Q: 3 clusters Score -442627.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -442658.218750 Penalty: 2925.116943
	Iteration 32Q: 3 clusters Score -442658.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -442681.156250 Penalty: 2925.116943
	Iteration 33Q: 3 clusters Score -442681.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -442694.906250 Penalty: 2925.116943
	Iteration 34Q: 3 clusters Score -442694.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -442709.000000 Penalty: 2925.116943
	Iteration 35Q: 3 clusters Score -442709 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -442722.593750 Penalty: 2925.116943
	Iteration 36Q: 3 clusters Score -442722.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -442733.406250 Penalty: 2925.116943
	Iteration 37Q: 3 clusters Score -442733.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -442741.125000 Penalty: 2925.116943
	Iteration 38Q: 3 clusters Score -442741.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -442748.718750 Penalty: 2925.116943
	Iteration 39Q: 3 clusters Score -442748.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -442753.531250 Penalty: 2925.116943
	Iteration 40F: 3 clusters Score -442753.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -442756.250000 Penalty: 2925.116943
	Iteration 41Q: 3 clusters Score -442756.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -442758.218750 Penalty: 2925.116943
	Iteration 42Q: 3 clusters Score -442758.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -442759.093750 Penalty: 2925.116943
	Iteration 43Q: 3 clusters Score -442759.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -442760.218750 Penalty: 2925.116943
	Iteration 44Q: 3 clusters Score -442760.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -442760.500000 Penalty: 2925.116943
	Iteration 45Q: 3 clusters Score -442760.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -442761.187500 Penalty: 2925.116943
	Iteration 46Q: 3 clusters Score -442761.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -442762.937500 Penalty: 2925.116943
	Iteration 47Q: 3 clusters Score -442762.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -442763.125000 Penalty: 2925.116943
	Iteration 48Q: 3 clusters Score -442763.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -442763.656250 Penalty: 2925.116943
	Iteration 49Q: 3 clusters Score -442763.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -442765.031250 Penalty: 2925.116943
	Iteration 50Q: 3 clusters Score -442765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -442765.906250 Penalty: 2925.116943
	Iteration 51Q: 3 clusters Score -442765.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -442766.437500 Penalty: 2925.116943
	Iteration 52Q: 3 clusters Score -442766.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -442766.093750 Penalty: 2925.116943
	Iteration 53Q: 3 clusters Score -442766.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -442766.968750 Penalty: 2925.116943
	Iteration 54Q: 3 clusters Score -442767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -442767.875000 Penalty: 2925.116943
	Iteration 55Q: 3 clusters Score -442767.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -442769.093750 Penalty: 2925.116943
	Iteration 56Q: 3 clusters Score -442769.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -442770.812500 Penalty: 2925.116943
	Iteration 57Q: 3 clusters Score -442770.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -442770.781250 Penalty: 2925.116943
	Iteration 58Q: 3 clusters Score -442770.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -442770.468750 Penalty: 2925.116943
	Iteration 59Q: 3 clusters Score -442770.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -442772.062500 Penalty: 2925.116943
	Iteration 60F: 3 clusters Score -442772.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -442773.343750 Penalty: 2925.116943
	Iteration 61Q: 3 clusters Score -442773.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -442778.406250 Penalty: 2925.116943
	Iteration 62Q: 3 clusters Score -442778.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -442782.968750 Penalty: 2925.116943
	Iteration 63Q: 3 clusters Score -442783 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -442786.500000 Penalty: 2925.116943
	Iteration 64Q: 3 clusters Score -442786.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -442791.750000 Penalty: 2925.116943
	Iteration 65Q: 3 clusters Score -442791.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -442795.062500 Penalty: 2925.116943
	Iteration 66Q: 3 clusters Score -442795.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -442798.281250 Penalty: 2925.116943
	Iteration 67Q: 3 clusters Score -442798.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -442800.406250 Penalty: 2925.116943
	Iteration 68Q: 3 clusters Score -442800.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -442803.312500 Penalty: 2925.116943
	Iteration 69Q: 3 clusters Score -442803.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -442806.656250 Penalty: 2925.116943
	Iteration 70Q: 3 clusters Score -442806.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -442810.218750 Penalty: 2925.116943
	Iteration 71Q: 3 clusters Score -442810.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -442813.281250 Penalty: 2925.116943
	Iteration 72Q: 3 clusters Score -442813.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -442816.531250 Penalty: 2925.116943
	Iteration 73Q: 3 clusters Score -442816.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -442818.281250 Penalty: 2925.116943
	Iteration 74Q: 3 clusters Score -442818.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -442818.187500 Penalty: 2925.116943
	Iteration 75Q: 3 clusters Score -442818.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -442819.968750 Penalty: 2925.116943
	Iteration 76Q: 3 clusters Score -442820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -442822.781250 Penalty: 2925.116943
	Iteration 77Q: 3 clusters Score -442822.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -442824.531250 Penalty: 2925.116943
	Iteration 78Q: 3 clusters Score -442824.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -442824.531250 Penalty: 2925.116943
	Iteration 79Q: 3 clusters Score -442824.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -442824.375000 Penalty: 2925.116943
	Iteration 80F: 3 clusters Score -442824.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Entering Unmasked Estep 
Score: -1740273.125000 Penalty: 1689.625488
	Iteration 0F: 2 clusters Score -1740273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -1718272.500000 Penalty: 3379.250977
	Iteration 0F: 3 clusters Score -1718272 nChanged 15111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -1726591.125000 Penalty: 3379.250977
	Iteration 1F: 3 clusters Score -1726591 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -1727088.000000 Penalty: 3379.250977
	Iteration 2Q: 3 clusters Score -1727088 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1727726.375000 Penalty: 3379.250977
	Iteration 3Q: 3 clusters Score -1727726 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1728689.750000 Penalty: 3379.250977
	Iteration 4F: 3 clusters Score -1728690 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1730136.250000 Penalty: 3379.250977
	Iteration 5F: 3 clusters Score -1730136 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1732049.875000 Penalty: 3379.250977
	Iteration 6F: 3 clusters Score -1732050 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1734253.875000 Penalty: 3379.250977
	Iteration 7F: 3 clusters Score -1734254 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1736237.375000 Penalty: 3379.250977
	Iteration 8F: 3 clusters Score -1736237 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1737644.375000 Penalty: 3379.250977
	Iteration 9Q: 3 clusters Score -1737644 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1738332.625000 Penalty: 3379.250977
	Iteration 10Q: 3 clusters Score -1738333 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1738611.000000 Penalty: 3379.250977
	Iteration 11Q: 3 clusters Score -1738611 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1738745.750000 Penalty: 3379.250977
	Iteration 12Q: 3 clusters Score -1738746 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1738837.375000 Penalty: 3379.250977
	Iteration 13Q: 3 clusters Score -1738837 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1738898.750000 Penalty: 3379.250977
	Iteration 14Q: 3 clusters Score -1738899 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1738948.000000 Penalty: 3379.250977
	Iteration 15Q: 3 clusters Score -1738948 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1738974.125000 Penalty: 3379.250977
	Iteration 16Q: 3 clusters Score -1738974 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1738995.625000 Penalty: 3379.250977
	Iteration 17Q: 3 clusters Score -1738996 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1739012.000000 Penalty: 3379.250977
	Iteration 18Q: 3 clusters Score -1739012 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1739019.250000 Penalty: 3379.250977
	Iteration 19Q: 3 clusters Score -1739019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1739025.125000 Penalty: 3379.250977
	Iteration 20F: 3 clusters Score -1739025 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1739035.000000 Penalty: 3379.250977
	Iteration 21Q: 3 clusters Score -1739035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1739041.125000 Penalty: 3379.250977
	Iteration 22Q: 3 clusters Score -1739041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1739046.875000 Penalty: 3379.250977
	Iteration 23Q: 3 clusters Score -1739047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1739049.250000 Penalty: 3379.250977
	Iteration 24Q: 3 clusters Score -1739049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1739054.625000 Penalty: 3379.250977
	Iteration 25Q: 3 clusters Score -1739055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1739056.250000 Penalty: 3379.250977
	Iteration 26Q: 3 clusters Score -1739056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1739060.750000 Penalty: 3379.250977
	Iteration 27Q: 3 clusters Score -1739061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1739060.500000 Penalty: 3379.250977
	Iteration 28Q: 3 clusters Score -1739060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1739064.625000 Penalty: 3379.250977
	Iteration 29Q: 3 clusters Score -1739065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1739064.625000 Penalty: 3379.250977
	Iteration 30Q: 3 clusters Score -1739065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1739068.875000 Penalty: 3379.250977
	Iteration 31Q: 3 clusters Score -1739069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1739066.250000 Penalty: 3379.250977
	Iteration 32Q: 3 clusters Score -1739066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1739064.875000 Penalty: 3379.250977
	Iteration 33Q: 3 clusters Score -1739065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1739066.750000 Penalty: 3379.250977
	Iteration 34Q: 3 clusters Score -1739067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1739066.750000 Penalty: 3379.250977
	Iteration 35F: 3 clusters Score -1739067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Entering Unmasked Estep 
Score: -649526.375000 Penalty: 1540.621704
	Iteration 0F: 2 clusters Score -649526.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -640377.625000 Penalty: 3081.243408
	Iteration 0F: 3 clusters Score -640377.6 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -643438.875000 Penalty: 3081.243408
	Iteration 1F: 3 clusters Score -643438.9 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -643709.062500 Penalty: 3081.243408
	Iteration 2F: 3 clusters Score -643709.1 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -643907.500000 Penalty: 3081.243408
	Iteration 3Q: 3 clusters Score -643907.5 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -644063.750000 Penalty: 3081.243408
	Iteration 4Q: 3 clusters Score -644063.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -644192.062500 Penalty: 3081.243408
	Iteration 5Q: 3 clusters Score -644192.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -644289.312500 Penalty: 3081.243408
	Iteration 6Q: 3 clusters Score -644289.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -644381.875000 Penalty: 3081.243408
	Iteration 7Q: 3 clusters Score -644381.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -644488.500000 Penalty: 3081.243408
	Iteration 8Q: 3 clusters Score -644488.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -644587.750000 Penalty: 3081.243408
	Iteration 9Q: 3 clusters Score -644587.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -644725.062500 Penalty: 3081.243408
	Iteration 10Q: 3 clusters Score -644725.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -644911.250000 Penalty: 3081.243408
	Iteration 11Q: 3 clusters Score -644911.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -645138.812500 Penalty: 3081.243408
	Iteration 12Q: 3 clusters Score -645138.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -645413.187500 Penalty: 3081.243408
	Iteration 13Q: 3 clusters Score -645413.2 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -645710.937500 Penalty: 3081.243408
	Iteration 14Q: 3 clusters Score -645710.9 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -645986.625000 Penalty: 3081.243408
	Iteration 15Q: 3 clusters Score -645986.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -646186.062500 Penalty: 3081.243408
	Iteration 16Q: 3 clusters Score -646186.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -646305.250000 Penalty: 3081.243408
	Iteration 17Q: 3 clusters Score -646305.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -646374.312500 Penalty: 3081.243408
	Iteration 18Q: 3 clusters Score -646374.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -646428.187500 Penalty: 3081.243408
	Iteration 19Q: 3 clusters Score -646428.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -646476.312500 Penalty: 3081.243408
	Iteration 20F: 3 clusters Score -646476.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -646513.500000 Penalty: 3081.243408
	Iteration 21Q: 3 clusters Score -646513.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -646548.312500 Penalty: 3081.243408
	Iteration 22Q: 3 clusters Score -646548.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -646583.000000 Penalty: 3081.243408
	Iteration 23Q: 3 clusters Score -646583 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -646618.250000 Penalty: 3081.243408
	Iteration 24Q: 3 clusters Score -646618.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -646658.062500 Penalty: 3081.243408
	Iteration 25Q: 3 clusters Score -646658.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -646697.875000 Penalty: 3081.243408
	Iteration 26Q: 3 clusters Score -646697.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -646741.812500 Penalty: 3081.243408
	Iteration 27Q: 3 clusters Score -646741.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -646795.875000 Penalty: 3081.243408
	Iteration 28Q: 3 clusters Score -646795.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -646868.875000 Penalty: 3081.243408
	Iteration 29Q: 3 clusters Score -646868.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -646943.250000 Penalty: 3081.243408
	Iteration 30Q: 3 clusters Score -646943.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -647015.750000 Penalty: 3081.243408
	Iteration 31Q: 3 clusters Score -647015.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -647103.437500 Penalty: 3081.243408
	Iteration 32Q: 3 clusters Score -647103.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -647198.375000 Penalty: 3081.243408
	Iteration 33Q: 3 clusters Score -647198.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -647333.250000 Penalty: 3081.243408
	Iteration 34Q: 3 clusters Score -647333.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -647523.062500 Penalty: 3081.243408
	Iteration 35Q: 3 clusters Score -647523.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -647717.187500 Penalty: 3081.243408
	Iteration 36Q: 3 clusters Score -647717.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -647874.812500 Penalty: 3081.243408
	Iteration 37Q: 3 clusters Score -647874.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -647977.187500 Penalty: 3081.243408
	Iteration 38Q: 3 clusters Score -647977.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -648048.187500 Penalty: 3081.243408
	Iteration 39Q: 3 clusters Score -648048.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -648108.625000 Penalty: 3081.243408
	Iteration 40F: 3 clusters Score -648108.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -648155.062500 Penalty: 3081.243408
	Iteration 41Q: 3 clusters Score -648155.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -648184.500000 Penalty: 3081.243408
	Iteration 42Q: 3 clusters Score -648184.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -648202.000000 Penalty: 3081.243408
	Iteration 43Q: 3 clusters Score -648202 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -648218.687500 Penalty: 3081.243408
	Iteration 44Q: 3 clusters Score -648218.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -648233.000000 Penalty: 3081.243408
	Iteration 45Q: 3 clusters Score -648233 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -648243.375000 Penalty: 3081.243408
	Iteration 46Q: 3 clusters Score -648243.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -648254.625000 Penalty: 3081.243408
	Iteration 47Q: 3 clusters Score -648254.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -648260.875000 Penalty: 3081.243408
	Iteration 48Q: 3 clusters Score -648260.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -648266.000000 Penalty: 3081.243408
	Iteration 49Q: 3 clusters Score -648266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -648267.062500 Penalty: 3081.243408
	Iteration 50Q: 3 clusters Score -648267.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -648271.375000 Penalty: 3081.243408
	Iteration 51Q: 3 clusters Score -648271.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -648270.562500 Penalty: 3081.243408
	Iteration 52Q: 3 clusters Score -648270.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -648274.812500 Penalty: 3081.243408
	Iteration 53Q: 3 clusters Score -648274.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -648276.812500 Penalty: 3081.243408
	Iteration 54Q: 3 clusters Score -648276.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -648280.500000 Penalty: 3081.243408
	Iteration 55Q: 3 clusters Score -648280.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -648281.875000 Penalty: 3081.243408
	Iteration 56Q: 3 clusters Score -648281.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -648281.875000 Penalty: 3081.243408
	Iteration 57Q: 3 clusters Score -648281.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -648282.500000 Penalty: 3081.243408
	Iteration 58Q: 3 clusters Score -648282.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -648283.812500 Penalty: 3081.243408
	Iteration 59Q: 3 clusters Score -648283.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -648283.250000 Penalty: 3081.243408
	Iteration 60F: 3 clusters Score -648283.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -648282.437500 Penalty: 3081.243408
	Iteration 61Q: 3 clusters Score -648282.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -648281.625000 Penalty: 3081.243408
	Iteration 62Q: 3 clusters Score -648281.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -648282.687500 Penalty: 3081.243408
	Iteration 63Q: 3 clusters Score -648282.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -648282.687500 Penalty: 3081.243408
	Iteration 64F: 3 clusters Score -648282.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Entering Unmasked Estep 
Score: -84860.671875 Penalty: 1233.923340
	Iteration 0F: 2 clusters Score -84860.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -82812.218750 Penalty: 2467.846680
	Iteration 0F: 3 clusters Score -82812.22 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -83232.570312 Penalty: 2467.846680
	Iteration 1F: 3 clusters Score -83232.57 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -83341.664062 Penalty: 2467.846680
	Iteration 2F: 3 clusters Score -83341.66 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -83415.898438 Penalty: 2467.846680
	Iteration 3Q: 3 clusters Score -83415.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -83464.195312 Penalty: 2467.846680
	Iteration 4Q: 3 clusters Score -83464.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -83510.710938 Penalty: 2467.846680
	Iteration 5Q: 3 clusters Score -83510.71 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -83550.367188 Penalty: 2467.846680
	Iteration 6Q: 3 clusters Score -83550.37 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -83592.875000 Penalty: 2467.846680
	Iteration 7Q: 3 clusters Score -83592.88 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -83623.843750 Penalty: 2467.846680
	Iteration 8Q: 3 clusters Score -83623.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -83646.585938 Penalty: 2467.846680
	Iteration 9Q: 3 clusters Score -83646.59 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -83675.031250 Penalty: 2467.846680
	Iteration 10Q: 3 clusters Score -83675.03 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -83702.695312 Penalty: 2467.846680
	Iteration 11Q: 3 clusters Score -83702.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -83728.687500 Penalty: 2467.846680
	Iteration 12Q: 3 clusters Score -83728.69 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -83754.117188 Penalty: 2467.846680
	Iteration 13Q: 3 clusters Score -83754.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -83781.656250 Penalty: 2467.846680
	Iteration 14Q: 3 clusters Score -83781.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -83810.273438 Penalty: 2467.846680
	Iteration 15Q: 3 clusters Score -83810.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -83827.078125 Penalty: 2467.846680
	Iteration 16Q: 3 clusters Score -83827.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -83837.554688 Penalty: 2467.846680
	Iteration 17Q: 3 clusters Score -83837.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -83849.476562 Penalty: 2467.846680
	Iteration 18Q: 3 clusters Score -83849.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -83861.390625 Penalty: 2467.846680
	Iteration 19Q: 3 clusters Score -83861.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -83882.359375 Penalty: 2467.846680
	Iteration 20F: 3 clusters Score -83882.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -83896.367188 Penalty: 2467.846680
	Iteration 21Q: 3 clusters Score -83896.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -83912.492188 Penalty: 2467.846680
	Iteration 22Q: 3 clusters Score -83912.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -83921.742188 Penalty: 2467.846680
	Iteration 23Q: 3 clusters Score -83921.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -83925.398438 Penalty: 2467.846680
	Iteration 24Q: 3 clusters Score -83925.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -83929.843750 Penalty: 2467.846680
	Iteration 25Q: 3 clusters Score -83929.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -83931.351562 Penalty: 2467.846680
	Iteration 26Q: 3 clusters Score -83931.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -83931.351562 Penalty: 2467.846680
	Iteration 27F: 3 clusters Score -83931.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18721 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 191302 members 
Mstep: Class 14 contains 203005 members 
Mstep: Class 15 contains 42060 members 
Mstep: Class 17 contains 41603 members 
Mstep: Class 18 contains 8106 members 
Mstep: Class 19 contains 32784 members 
Mstep: Class 20 contains 13105 members 
Mstep: Class 23 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086776.000000 Penalty: 36692.683594
Iteration 199Q: 18 clusters Score -2.908678e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18727 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 191302 members 
Mstep: Class 14 contains 202999 members 
Mstep: Class 15 contains 42059 members 
Mstep: Class 17 contains 41603 members 
Mstep: Class 18 contains 8106 members 
Mstep: Class 19 contains 32784 members 
Mstep: Class 20 contains 13104 members 
Mstep: Class 23 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086778.000000 Penalty: 36692.683594
Iteration 200F: 18 clusters Score -2.908678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18729 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 191303 members 
Mstep: Class 14 contains 202993 members 
Mstep: Class 15 contains 42060 members 
Mstep: Class 17 contains 41603 members 
Mstep: Class 18 contains 8106 members 
Mstep: Class 19 contains 32785 members 
Mstep: Class 20 contains 13104 members 
Mstep: Class 23 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086770.000000 Penalty: 36692.683594
Iteration 201Q: 18 clusters Score -2.908677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18733 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 191303 members 
Mstep: Class 14 contains 202989 members 
Mstep: Class 15 contains 42060 members 
Mstep: Class 17 contains 41603 members 
Mstep: Class 18 contains 8106 members 
Mstep: Class 19 contains 32785 members 
Mstep: Class 20 contains 13104 members 
Mstep: Class 23 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086772.000000 Penalty: 36692.683594
Iteration 202Q: 18 clusters Score -2.908677e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18740 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 191303 members 
Mstep: Class 14 contains 202981 members 
Mstep: Class 15 contains 42060 members 
Mstep: Class 17 contains 41603 members 
Mstep: Class 18 contains 8107 members 
Mstep: Class 19 contains 32785 members 
Mstep: Class 20 contains 13104 members 
Mstep: Class 23 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086784.000000 Penalty: 36692.683594
Iteration 203Q: 18 clusters Score -2.908678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18742 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 191303 members 
Mstep: Class 14 contains 202977 members 
Mstep: Class 15 contains 42061 members 
Mstep: Class 17 contains 41603 members 
Mstep: Class 18 contains 8107 members 
Mstep: Class 19 contains 32785 members 
Mstep: Class 20 contains 13104 members 
Mstep: Class 23 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086766.000000 Penalty: 36692.683594
Iteration 204Q: 18 clusters Score -2.908677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18744 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 191301 members 
Mstep: Class 14 contains 202977 members 
Mstep: Class 15 contains 42061 members 
Mstep: Class 17 contains 41603 members 
Mstep: Class 18 contains 8107 members 
Mstep: Class 19 contains 32785 members 
Mstep: Class 20 contains 13104 members 
Mstep: Class 23 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086762.000000 Penalty: 36692.683594
Iteration 205Q: 18 clusters Score -2.908676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18747 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 191300 members 
Mstep: Class 14 contains 202975 members 
Mstep: Class 15 contains 42061 members 
Mstep: Class 17 contains 41603 members 
Mstep: Class 18 contains 8107 members 
Mstep: Class 19 contains 32785 members 
Mstep: Class 20 contains 13104 members 
Mstep: Class 23 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086792.000000 Penalty: 36692.683594
Iteration 206Q: 18 clusters Score -2.908679e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18750 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 191300 members 
Mstep: Class 14 contains 202972 members 
Mstep: Class 15 contains 42061 members 
Mstep: Class 17 contains 41603 members 
Mstep: Class 18 contains 8107 members 
Mstep: Class 19 contains 32785 members 
Mstep: Class 20 contains 13104 members 
Mstep: Class 23 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086808.000000 Penalty: 36692.683594
Iteration 207Q: 18 clusters Score -2.908681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18752 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 191300 members 
Mstep: Class 14 contains 202971 members 
Mstep: Class 15 contains 42061 members 
Mstep: Class 17 contains 41603 members 
Mstep: Class 18 contains 8107 members 
Mstep: Class 19 contains 32785 members 
Mstep: Class 20 contains 13103 members 
Mstep: Class 23 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086806.000000 Penalty: 36692.683594
Iteration 208Q: 18 clusters Score -2.908681e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18754 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 191301 members 
Mstep: Class 14 contains 202969 members 
Mstep: Class 15 contains 42061 members 
Mstep: Class 17 contains 41603 members 
Mstep: Class 18 contains 8107 members 
Mstep: Class 19 contains 32785 members 
Mstep: Class 20 contains 13102 members 
Mstep: Class 23 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086796.000000 Penalty: 36692.683594
Iteration 209Q: 18 clusters Score -2.90868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18755 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 191301 members 
Mstep: Class 14 contains 202970 members 
Mstep: Class 15 contains 42061 members 
Mstep: Class 17 contains 41603 members 
Mstep: Class 18 contains 8107 members 
Mstep: Class 19 contains 32785 members 
Mstep: Class 20 contains 13100 members 
Mstep: Class 23 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086790.000000 Penalty: 36692.683594
Iteration 210Q: 18 clusters Score -2.908679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18755 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 191301 members 
Mstep: Class 14 contains 202970 members 
Mstep: Class 15 contains 42061 members 
Mstep: Class 17 contains 41603 members 
Mstep: Class 18 contains 8107 members 
Mstep: Class 19 contains 32786 members 
Mstep: Class 20 contains 13099 members 
Mstep: Class 23 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086796.000000 Penalty: 36692.683594
Iteration 211Q: 18 clusters Score -2.90868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18757 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 191300 members 
Mstep: Class 14 contains 202969 members 
Mstep: Class 15 contains 42061 members 
Mstep: Class 17 contains 41603 members 
Mstep: Class 18 contains 8107 members 
Mstep: Class 19 contains 32786 members 
Mstep: Class 20 contains 13099 members 
Mstep: Class 23 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086794.000000 Penalty: 36692.683594
Iteration 212Q: 18 clusters Score -2.908679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18759 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 191300 members 
Mstep: Class 14 contains 202967 members 
Mstep: Class 15 contains 42061 members 
Mstep: Class 17 contains 41603 members 
Mstep: Class 18 contains 8107 members 
Mstep: Class 19 contains 32786 members 
Mstep: Class 20 contains 13099 members 
Mstep: Class 23 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086802.000000 Penalty: 36692.683594
Iteration 213Q: 18 clusters Score -2.90868e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18761 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 191300 members 
Mstep: Class 14 contains 202965 members 
Mstep: Class 15 contains 42061 members 
Mstep: Class 17 contains 41603 members 
Mstep: Class 18 contains 8107 members 
Mstep: Class 19 contains 32786 members 
Mstep: Class 20 contains 13099 members 
Mstep: Class 23 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086792.000000 Penalty: 36692.683594
Iteration 214Q: 18 clusters Score -2.908679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18767 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 191300 members 
Mstep: Class 14 contains 202959 members 
Mstep: Class 15 contains 42061 members 
Mstep: Class 17 contains 41603 members 
Mstep: Class 18 contains 8107 members 
Mstep: Class 19 contains 32786 members 
Mstep: Class 20 contains 13099 members 
Mstep: Class 23 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086798.000000 Penalty: 36692.683594
Iteration 215Q: 18 clusters Score -2.90868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18769 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 191300 members 
Mstep: Class 14 contains 202958 members 
Mstep: Class 15 contains 42061 members 
Mstep: Class 17 contains 41602 members 
Mstep: Class 18 contains 8107 members 
Mstep: Class 19 contains 32786 members 
Mstep: Class 20 contains 13099 members 
Mstep: Class 23 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086794.000000 Penalty: 36692.683594
Iteration 216Q: 18 clusters Score -2.908679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18771 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 191300 members 
Mstep: Class 14 contains 202956 members 
Mstep: Class 15 contains 42061 members 
Mstep: Class 17 contains 41602 members 
Mstep: Class 18 contains 8107 members 
Mstep: Class 19 contains 32786 members 
Mstep: Class 20 contains 13099 members 
Mstep: Class 23 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086786.000000 Penalty: 36692.683594
Iteration 217Q: 18 clusters Score -2.908679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18772 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 191300 members 
Mstep: Class 14 contains 202956 members 
Mstep: Class 15 contains 42061 members 
Mstep: Class 17 contains 41602 members 
Mstep: Class 18 contains 8107 members 
Mstep: Class 19 contains 32785 members 
Mstep: Class 20 contains 13099 members 
Mstep: Class 23 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086788.000000 Penalty: 36692.683594
Iteration 218Q: 18 clusters Score -2.908679e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18772 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 191300 members 
Mstep: Class 14 contains 202955 members 
Mstep: Class 15 contains 42061 members 
Mstep: Class 17 contains 41603 members 
Mstep: Class 18 contains 8107 members 
Mstep: Class 19 contains 32785 members 
Mstep: Class 20 contains 13099 members 
Mstep: Class 23 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086784.000000 Penalty: 36692.683594
Iteration 219Q: 18 clusters Score -2.908678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18772 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 191300 members 
Mstep: Class 14 contains 202954 members 
Mstep: Class 15 contains 42061 members 
Mstep: Class 17 contains 41604 members 
Mstep: Class 18 contains 8107 members 
Mstep: Class 19 contains 32785 members 
Mstep: Class 20 contains 13099 members 
Mstep: Class 23 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29086792.000000 Penalty: 36692.683594
Iteration 220F: 18 clusters Score -2.908679e+07 nChanged 0
Entering ConstructFrom: 
Score: -29086792.000000 Penalty: 36692.683594
Entering ConstructFrom: 
Trying to split cluster 1 (7012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Entering Unmasked Estep 
Score: -369605.437500 Penalty: 1438.998901
	Iteration 0F: 2 clusters Score -369605.4 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 3600 members 
Entering Unmasked Estep 
Score: -364373.656250 Penalty: 2877.997803
	Iteration 0F: 3 clusters Score -364373.7 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -365878.062500 Penalty: 2877.997803
	Iteration 1F: 3 clusters Score -365878.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -366124.812500 Penalty: 2877.997803
	Iteration 2F: 3 clusters Score -366124.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -366347.875000 Penalty: 2877.997803
	Iteration 3F: 3 clusters Score -366347.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -366602.593750 Penalty: 2877.997803
	Iteration 4F: 3 clusters Score -366602.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -366894.593750 Penalty: 2877.997803
	Iteration 5F: 3 clusters Score -366894.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -367216.593750 Penalty: 2877.997803
	Iteration 6F: 3 clusters Score -367216.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -367534.250000 Penalty: 2877.997803
	Iteration 7F: 3 clusters Score -367534.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -367812.093750 Penalty: 2877.997803
	Iteration 8Q: 3 clusters Score -367812.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -368028.562500 Penalty: 2877.997803
	Iteration 9Q: 3 clusters Score -368028.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -368146.843750 Penalty: 2877.997803
	Iteration 10Q: 3 clusters Score -368146.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -368227.062500 Penalty: 2877.997803
	Iteration 11Q: 3 clusters Score -368227.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -368276.156250 Penalty: 2877.997803
	Iteration 12Q: 3 clusters Score -368276.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -368306.468750 Penalty: 2877.997803
	Iteration 13Q: 3 clusters Score -368306.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -368328.125000 Penalty: 2877.997803
	Iteration 14Q: 3 clusters Score -368328.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -368337.187500 Penalty: 2877.997803
	Iteration 15Q: 3 clusters Score -368337.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -368340.750000 Penalty: 2877.997803
	Iteration 16Q: 3 clusters Score -368340.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -368347.468750 Penalty: 2877.997803
	Iteration 17Q: 3 clusters Score -368347.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -368350.031250 Penalty: 2877.997803
	Iteration 18Q: 3 clusters Score -368350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -368355.625000 Penalty: 2877.997803
	Iteration 19Q: 3 clusters Score -368355.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -368363.062500 Penalty: 2877.997803
	Iteration 20F: 3 clusters Score -368363.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -368369.062500 Penalty: 2877.997803
	Iteration 21Q: 3 clusters Score -368369.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -368372.781250 Penalty: 2877.997803
	Iteration 22Q: 3 clusters Score -368372.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -368378.062500 Penalty: 2877.997803
	Iteration 23Q: 3 clusters Score -368378.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -368382.312500 Penalty: 2877.997803
	Iteration 24Q: 3 clusters Score -368382.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -368382.187500 Penalty: 2877.997803
	Iteration 25Q: 3 clusters Score -368382.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -368382.187500 Penalty: 2877.997803
	Iteration 26F: 3 clusters Score -368382.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Entering Unmasked Estep 
Score: -486809.781250 Penalty: 1487.659546
	Iteration 0F: 2 clusters Score -486809.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -479938.562500 Penalty: 2975.319092
	Iteration 0F: 3 clusters Score -479938.6 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -482090.031250 Penalty: 2975.319092
	Iteration 1F: 3 clusters Score -482090 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -482318.937500 Penalty: 2975.319092
	Iteration 2F: 3 clusters Score -482318.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -482480.343750 Penalty: 2975.319092
	Iteration 3Q: 3 clusters Score -482480.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -482603.156250 Penalty: 2975.319092
	Iteration 4Q: 3 clusters Score -482603.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -482709.843750 Penalty: 2975.319092
	Iteration 5Q: 3 clusters Score -482709.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -482842.468750 Penalty: 2975.319092
	Iteration 6Q: 3 clusters Score -482842.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -483011.406250 Penalty: 2975.319092
	Iteration 7Q: 3 clusters Score -483011.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -483210.093750 Penalty: 2975.319092
	Iteration 8Q: 3 clusters Score -483210.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -483459.437500 Penalty: 2975.319092
	Iteration 9Q: 3 clusters Score -483459.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -483780.343750 Penalty: 2975.319092
	Iteration 10F: 3 clusters Score -483780.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -484178.562500 Penalty: 2975.319092
	Iteration 11F: 3 clusters Score -484178.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -484581.437500 Penalty: 2975.319092
	Iteration 12Q: 3 clusters Score -484581.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -484891.031250 Penalty: 2975.319092
	Iteration 13Q: 3 clusters Score -484891 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -485100.218750 Penalty: 2975.319092
	Iteration 14Q: 3 clusters Score -485100.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -485235.531250 Penalty: 2975.319092
	Iteration 15Q: 3 clusters Score -485235.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -485309.218750 Penalty: 2975.319092
	Iteration 16Q: 3 clusters Score -485309.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -485360.593750 Penalty: 2975.319092
	Iteration 17Q: 3 clusters Score -485360.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -485395.250000 Penalty: 2975.319092
	Iteration 18Q: 3 clusters Score -485395.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -485421.406250 Penalty: 2975.319092
	Iteration 19Q: 3 clusters Score -485421.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -485442.906250 Penalty: 2975.319092
	Iteration 20F: 3 clusters Score -485442.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -485461.437500 Penalty: 2975.319092
	Iteration 21Q: 3 clusters Score -485461.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -485474.062500 Penalty: 2975.319092
	Iteration 22Q: 3 clusters Score -485474.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -485477.718750 Penalty: 2975.319092
	Iteration 23Q: 3 clusters Score -485477.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -485478.468750 Penalty: 2975.319092
	Iteration 24Q: 3 clusters Score -485478.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -485479.531250 Penalty: 2975.319092
	Iteration 25Q: 3 clusters Score -485479.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -485481.906250 Penalty: 2975.319092
	Iteration 26Q: 3 clusters Score -485481.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -485486.343750 Penalty: 2975.319092
	Iteration 27Q: 3 clusters Score -485486.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -485487.843750 Penalty: 2975.319092
	Iteration 28Q: 3 clusters Score -485487.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -485487.843750 Penalty: 2975.319092
	Iteration 29F: 3 clusters Score -485487.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Entering Unmasked Estep 
Score: -111289.210938 Penalty: 1267.260010
	Iteration 0F: 2 clusters Score -111289.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -108920.265625 Penalty: 2534.520020
	Iteration 0F: 3 clusters Score -108920.3 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -109449.554688 Penalty: 2534.520020
	Iteration 1F: 3 clusters Score -109449.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -109588.515625 Penalty: 2534.520020
	Iteration 2F: 3 clusters Score -109588.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -109683.718750 Penalty: 2534.520020
	Iteration 3F: 3 clusters Score -109683.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -109772.515625 Penalty: 2534.520020
	Iteration 4Q: 3 clusters Score -109772.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -109871.984375 Penalty: 2534.520020
	Iteration 5Q: 3 clusters Score -109872 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -109974.570312 Penalty: 2534.520020
	Iteration 6Q: 3 clusters Score -109974.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -110080.640625 Penalty: 2534.520020
	Iteration 7Q: 3 clusters Score -110080.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -110168.984375 Penalty: 2534.520020
	Iteration 8Q: 3 clusters Score -110169 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -110232.984375 Penalty: 2534.520020
	Iteration 9Q: 3 clusters Score -110233 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -110277.851562 Penalty: 2534.520020
	Iteration 10Q: 3 clusters Score -110277.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -110318.710938 Penalty: 2534.520020
	Iteration 11Q: 3 clusters Score -110318.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -110354.125000 Penalty: 2534.520020
	Iteration 12Q: 3 clusters Score -110354.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -110390.023438 Penalty: 2534.520020
	Iteration 13Q: 3 clusters Score -110390 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -110421.054688 Penalty: 2534.520020
	Iteration 14Q: 3 clusters Score -110421.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -110450.460938 Penalty: 2534.520020
	Iteration 15Q: 3 clusters Score -110450.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -110476.578125 Penalty: 2534.520020
	Iteration 16Q: 3 clusters Score -110476.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -110495.710938 Penalty: 2534.520020
	Iteration 17Q: 3 clusters Score -110495.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -110518.562500 Penalty: 2534.520020
	Iteration 18Q: 3 clusters Score -110518.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -110531.757812 Penalty: 2534.520020
	Iteration 19Q: 3 clusters Score -110531.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -110540.804688 Penalty: 2534.520020
	Iteration 20F: 3 clusters Score -110540.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -110546.703125 Penalty: 2534.520020
	Iteration 21Q: 3 clusters Score -110546.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -110552.492188 Penalty: 2534.520020
	Iteration 22Q: 3 clusters Score -110552.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -110557.984375 Penalty: 2534.520020
	Iteration 23Q: 3 clusters Score -110558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -110559.539062 Penalty: 2534.520020
	Iteration 24Q: 3 clusters Score -110559.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -110562.898438 Penalty: 2534.520020
	Iteration 25Q: 3 clusters Score -110562.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -110568.101562 Penalty: 2534.520020
	Iteration 26Q: 3 clusters Score -110568.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -110571.375000 Penalty: 2534.520020
	Iteration 27Q: 3 clusters Score -110571.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -110573.484375 Penalty: 2534.520020
	Iteration 28Q: 3 clusters Score -110573.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -110575.882812 Penalty: 2534.520020
	Iteration 29Q: 3 clusters Score -110575.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -110579.203125 Penalty: 2534.520020
	Iteration 30Q: 3 clusters Score -110579.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -110583.312500 Penalty: 2534.520020
	Iteration 31Q: 3 clusters Score -110583.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -110586.406250 Penalty: 2534.520020
	Iteration 32Q: 3 clusters Score -110586.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -110588.203125 Penalty: 2534.520020
	Iteration 33Q: 3 clusters Score -110588.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -110589.468750 Penalty: 2534.520020
	Iteration 34Q: 3 clusters Score -110589.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -110590.132812 Penalty: 2534.520020
	Iteration 35Q: 3 clusters Score -110590.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -110590.132812 Penalty: 2534.520020
	Iteration 36F: 3 clusters Score -110590.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Entering Unmasked Estep 
Score: -977450.062500 Penalty: 1599.019653
	Iteration 0F: 2 clusters Score -977450.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -964544.750000 Penalty: 3198.039307
	Iteration 0F: 3 clusters Score -964544.8 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -969084.625000 Penalty: 3198.039307
	Iteration 1F: 3 clusters Score -969084.6 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -969501.375000 Penalty: 3198.039307
	Iteration 2F: 3 clusters Score -969501.4 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -970028.562500 Penalty: 3198.039307
	Iteration 3F: 3 clusters Score -970028.6 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -970767.312500 Penalty: 3198.039307
	Iteration 4F: 3 clusters Score -970767.3 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -971781.437500 Penalty: 3198.039307
	Iteration 5F: 3 clusters Score -971781.4 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -973032.250000 Penalty: 3198.039307
	Iteration 6F: 3 clusters Score -973032.2 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -974096.562500 Penalty: 3198.039307
	Iteration 7F: 3 clusters Score -974096.6 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -974848.875000 Penalty: 3198.039307
	Iteration 8F: 3 clusters Score -974848.9 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -975297.562500 Penalty: 3198.039307
	Iteration 9Q: 3 clusters Score -975297.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -975539.750000 Penalty: 3198.039307
	Iteration 10Q: 3 clusters Score -975539.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -975724.375000 Penalty: 3198.039307
	Iteration 11Q: 3 clusters Score -975724.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -975858.312500 Penalty: 3198.039307
	Iteration 12Q: 3 clusters Score -975858.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -975976.187500 Penalty: 3198.039307
	Iteration 13Q: 3 clusters Score -975976.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -976067.562500 Penalty: 3198.039307
	Iteration 14Q: 3 clusters Score -976067.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -976113.687500 Penalty: 3198.039307
	Iteration 15Q: 3 clusters Score -976113.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -976147.812500 Penalty: 3198.039307
	Iteration 16Q: 3 clusters Score -976147.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -976184.125000 Penalty: 3198.039307
	Iteration 17Q: 3 clusters Score -976184.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -976208.875000 Penalty: 3198.039307
	Iteration 18Q: 3 clusters Score -976208.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -976224.750000 Penalty: 3198.039307
	Iteration 19Q: 3 clusters Score -976224.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -976237.125000 Penalty: 3198.039307
	Iteration 20F: 3 clusters Score -976237.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -976248.312500 Penalty: 3198.039307
	Iteration 21Q: 3 clusters Score -976248.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -976252.500000 Penalty: 3198.039307
	Iteration 22Q: 3 clusters Score -976252.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -976261.312500 Penalty: 3198.039307
	Iteration 23Q: 3 clusters Score -976261.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -976267.437500 Penalty: 3198.039307
	Iteration 24Q: 3 clusters Score -976267.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -976275.937500 Penalty: 3198.039307
	Iteration 25Q: 3 clusters Score -976275.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -976280.125000 Penalty: 3198.039307
	Iteration 26Q: 3 clusters Score -976280.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -976286.375000 Penalty: 3198.039307
	Iteration 27Q: 3 clusters Score -976286.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -976288.250000 Penalty: 3198.039307
	Iteration 28Q: 3 clusters Score -976288.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -976293.187500 Penalty: 3198.039307
	Iteration 29Q: 3 clusters Score -976293.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -976297.625000 Penalty: 3198.039307
	Iteration 30Q: 3 clusters Score -976297.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -976303.062500 Penalty: 3198.039307
	Iteration 31Q: 3 clusters Score -976303.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -976304.000000 Penalty: 3198.039307
	Iteration 32Q: 3 clusters Score -976304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -976305.625000 Penalty: 3198.039307
	Iteration 33Q: 3 clusters Score -976305.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -976306.187500 Penalty: 3198.039307
	Iteration 34Q: 3 clusters Score -976306.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -976308.187500 Penalty: 3198.039307
	Iteration 35Q: 3 clusters Score -976308.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -976306.250000 Penalty: 3198.039307
	Iteration 36Q: 3 clusters Score -976306.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -976306.562500 Penalty: 3198.039307
	Iteration 37Q: 3 clusters Score -976306.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -976308.687500 Penalty: 3198.039307
	Iteration 38Q: 3 clusters Score -976308.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -976309.125000 Penalty: 3198.039307
	Iteration 39Q: 3 clusters Score -976309.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -976310.312500 Penalty: 3198.039307
	Iteration 40F: 3 clusters Score -976310.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -976314.187500 Penalty: 3198.039307
	Iteration 41Q: 3 clusters Score -976314.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -976315.625000 Penalty: 3198.039307
	Iteration 42Q: 3 clusters Score -976315.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -976315.125000 Penalty: 3198.039307
	Iteration 43Q: 3 clusters Score -976315.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -976314.812500 Penalty: 3198.039307
	Iteration 44Q: 3 clusters Score -976314.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -976314.875000 Penalty: 3198.039307
	Iteration 45Q: 3 clusters Score -976314.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -976318.750000 Penalty: 3198.039307
	Iteration 46Q: 3 clusters Score -976318.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -976318.562500 Penalty: 3198.039307
	Iteration 47Q: 3 clusters Score -976318.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -976321.187500 Penalty: 3198.039307
	Iteration 48Q: 3 clusters Score -976321.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -976322.875000 Penalty: 3198.039307
	Iteration 49Q: 3 clusters Score -976322.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -976325.000000 Penalty: 3198.039307
	Iteration 50Q: 3 clusters Score -976325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -976323.125000 Penalty: 3198.039307
	Iteration 51Q: 3 clusters Score -976323.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -976323.312500 Penalty: 3198.039307
	Iteration 52Q: 3 clusters Score -976323.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -976324.437500 Penalty: 3198.039307
	Iteration 53Q: 3 clusters Score -976324.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -976325.125000 Penalty: 3198.039307
	Iteration 54Q: 3 clusters Score -976325.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -976325.250000 Penalty: 3198.039307
	Iteration 55Q: 3 clusters Score -976325.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -976328.312500 Penalty: 3198.039307
	Iteration 56Q: 3 clusters Score -976328.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -976325.500000 Penalty: 3198.039307
	Iteration 57Q: 3 clusters Score -976325.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -976325.437500 Penalty: 3198.039307
	Iteration 58Q: 3 clusters Score -976325.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -976326.062500 Penalty: 3198.039307
	Iteration 59Q: 3 clusters Score -976326.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -976329.937500 Penalty: 3198.039307
	Iteration 60F: 3 clusters Score -976329.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -976331.125000 Penalty: 3198.039307
	Iteration 61Q: 3 clusters Score -976331.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -976330.937500 Penalty: 3198.039307
	Iteration 62Q: 3 clusters Score -976330.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -976330.937500 Penalty: 3198.039307
	Iteration 63F: 3 clusters Score -976330.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Entering Unmasked Estep 
Score: -54880.914062 Penalty: 1153.486084
	Iteration 0F: 2 clusters Score -54880.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -53300.109375 Penalty: 2306.972168
	Iteration 0F: 3 clusters Score -53300.11 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -53549.738281 Penalty: 2306.972168
	Iteration 1F: 3 clusters Score -53549.74 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -53612.566406 Penalty: 2306.972168
	Iteration 2F: 3 clusters Score -53612.57 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -53651.070312 Penalty: 2306.972168
	Iteration 3Q: 3 clusters Score -53651.07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -53677.593750 Penalty: 2306.972168
	Iteration 4Q: 3 clusters Score -53677.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -53690.964844 Penalty: 2306.972168
	Iteration 5Q: 3 clusters Score -53690.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -53704.628906 Penalty: 2306.972168
	Iteration 6Q: 3 clusters Score -53704.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -53711.945312 Penalty: 2306.972168
	Iteration 7Q: 3 clusters Score -53711.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -53717.003906 Penalty: 2306.972168
	Iteration 8Q: 3 clusters Score -53717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -53719.152344 Penalty: 2306.972168
	Iteration 9Q: 3 clusters Score -53719.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -53719.800781 Penalty: 2306.972168
	Iteration 10Q: 3 clusters Score -53719.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -53722.628906 Penalty: 2306.972168
	Iteration 11Q: 3 clusters Score -53722.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -53724.980469 Penalty: 2306.972168
	Iteration 12Q: 3 clusters Score -53724.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -53725.617188 Penalty: 2306.972168
	Iteration 13Q: 3 clusters Score -53725.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -53726.113281 Penalty: 2306.972168
	Iteration 14Q: 3 clusters Score -53726.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -53727.406250 Penalty: 2306.972168
	Iteration 15Q: 3 clusters Score -53727.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -53729.972656 Penalty: 2306.972168
	Iteration 16Q: 3 clusters Score -53729.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -53731.171875 Penalty: 2306.972168
	Iteration 17Q: 3 clusters Score -53731.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -53733.421875 Penalty: 2306.972168
	Iteration 18Q: 3 clusters Score -53733.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -53733.722656 Penalty: 2306.972168
	Iteration 19Q: 3 clusters Score -53733.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -53734.078125 Penalty: 2306.972168
	Iteration 20F: 3 clusters Score -53734.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Entering Unmasked Estep 
Score: -429775.937500 Penalty: 1461.955933
	Iteration 0F: 2 clusters Score -429775.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -423834.093750 Penalty: 2923.911865
	Iteration 0F: 3 clusters Score -423834.1 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -425663.000000 Penalty: 2923.911865
	Iteration 1F: 3 clusters Score -425663 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -425827.593750 Penalty: 2923.911865
	Iteration 2F: 3 clusters Score -425827.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -425948.906250 Penalty: 2923.911865
	Iteration 3Q: 3 clusters Score -425948.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -426056.125000 Penalty: 2923.911865
	Iteration 4Q: 3 clusters Score -426056.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -426144.406250 Penalty: 2923.911865
	Iteration 5Q: 3 clusters Score -426144.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -426225.843750 Penalty: 2923.911865
	Iteration 6Q: 3 clusters Score -426225.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -426291.687500 Penalty: 2923.911865
	Iteration 7Q: 3 clusters Score -426291.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -426347.312500 Penalty: 2923.911865
	Iteration 8Q: 3 clusters Score -426347.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -426389.750000 Penalty: 2923.911865
	Iteration 9Q: 3 clusters Score -426389.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -426419.468750 Penalty: 2923.911865
	Iteration 10Q: 3 clusters Score -426419.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -426447.687500 Penalty: 2923.911865
	Iteration 11Q: 3 clusters Score -426447.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -426477.781250 Penalty: 2923.911865
	Iteration 12Q: 3 clusters Score -426477.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -426504.843750 Penalty: 2923.911865
	Iteration 13Q: 3 clusters Score -426504.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -426527.843750 Penalty: 2923.911865
	Iteration 14Q: 3 clusters Score -426527.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -426555.187500 Penalty: 2923.911865
	Iteration 15Q: 3 clusters Score -426555.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -426589.750000 Penalty: 2923.911865
	Iteration 16Q: 3 clusters Score -426589.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -426624.062500 Penalty: 2923.911865
	Iteration 17Q: 3 clusters Score -426624.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -426657.218750 Penalty: 2923.911865
	Iteration 18Q: 3 clusters Score -426657.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -426695.718750 Penalty: 2923.911865
	Iteration 19Q: 3 clusters Score -426695.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -426732.125000 Penalty: 2923.911865
	Iteration 20F: 3 clusters Score -426732.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -426768.781250 Penalty: 2923.911865
	Iteration 21Q: 3 clusters Score -426768.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -426808.250000 Penalty: 2923.911865
	Iteration 22Q: 3 clusters Score -426808.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -426856.718750 Penalty: 2923.911865
	Iteration 23Q: 3 clusters Score -426856.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -426940.437500 Penalty: 2923.911865
	Iteration 24Q: 3 clusters Score -426940.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -427047.625000 Penalty: 2923.911865
	Iteration 25Q: 3 clusters Score -427047.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -427176.406250 Penalty: 2923.911865
	Iteration 26Q: 3 clusters Score -427176.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -427328.531250 Penalty: 2923.911865
	Iteration 27Q: 3 clusters Score -427328.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -427463.125000 Penalty: 2923.911865
	Iteration 28Q: 3 clusters Score -427463.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -427603.750000 Penalty: 2923.911865
	Iteration 29Q: 3 clusters Score -427603.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -427720.937500 Penalty: 2923.911865
	Iteration 30Q: 3 clusters Score -427720.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -427800.062500 Penalty: 2923.911865
	Iteration 31Q: 3 clusters Score -427800.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -427856.500000 Penalty: 2923.911865
	Iteration 32Q: 3 clusters Score -427856.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -427906.000000 Penalty: 2923.911865
	Iteration 33Q: 3 clusters Score -427906 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -427947.718750 Penalty: 2923.911865
	Iteration 34Q: 3 clusters Score -427947.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -427978.843750 Penalty: 2923.911865
	Iteration 35Q: 3 clusters Score -427978.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -427995.343750 Penalty: 2923.911865
	Iteration 36Q: 3 clusters Score -427995.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -428010.781250 Penalty: 2923.911865
	Iteration 37Q: 3 clusters Score -428010.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -428023.437500 Penalty: 2923.911865
	Iteration 38Q: 3 clusters Score -428023.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -428035.062500 Penalty: 2923.911865
	Iteration 39Q: 3 clusters Score -428035.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -428058.687500 Penalty: 2923.911865
	Iteration 40F: 3 clusters Score -428058.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -428081.312500 Penalty: 2923.911865
	Iteration 41Q: 3 clusters Score -428081.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -428097.812500 Penalty: 2923.911865
	Iteration 42Q: 3 clusters Score -428097.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -428106.000000 Penalty: 2923.911865
	Iteration 43Q: 3 clusters Score -428106 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -428114.375000 Penalty: 2923.911865
	Iteration 44Q: 3 clusters Score -428114.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -428122.500000 Penalty: 2923.911865
	Iteration 45Q: 3 clusters Score -428122.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -428133.468750 Penalty: 2923.911865
	Iteration 46Q: 3 clusters Score -428133.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -428147.781250 Penalty: 2923.911865
	Iteration 47Q: 3 clusters Score -428147.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -428161.312500 Penalty: 2923.911865
	Iteration 48Q: 3 clusters Score -428161.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -428175.062500 Penalty: 2923.911865
	Iteration 49Q: 3 clusters Score -428175.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -428185.781250 Penalty: 2923.911865
	Iteration 50Q: 3 clusters Score -428185.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -428199.000000 Penalty: 2923.911865
	Iteration 51Q: 3 clusters Score -428199 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -428221.687500 Penalty: 2923.911865
	Iteration 52Q: 3 clusters Score -428221.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -428243.031250 Penalty: 2923.911865
	Iteration 53Q: 3 clusters Score -428243 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -428262.406250 Penalty: 2923.911865
	Iteration 54Q: 3 clusters Score -428262.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -428282.218750 Penalty: 2923.911865
	Iteration 55Q: 3 clusters Score -428282.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -428295.937500 Penalty: 2923.911865
	Iteration 56Q: 3 clusters Score -428295.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -428310.062500 Penalty: 2923.911865
	Iteration 57Q: 3 clusters Score -428310.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -428325.500000 Penalty: 2923.911865
	Iteration 58Q: 3 clusters Score -428325.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -428342.437500 Penalty: 2923.911865
	Iteration 59Q: 3 clusters Score -428342.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -428364.531250 Penalty: 2923.911865
	Iteration 60F: 3 clusters Score -428364.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -428385.312500 Penalty: 2923.911865
	Iteration 61Q: 3 clusters Score -428385.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -428402.656250 Penalty: 2923.911865
	Iteration 62Q: 3 clusters Score -428402.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -428412.468750 Penalty: 2923.911865
	Iteration 63Q: 3 clusters Score -428412.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -428426.375000 Penalty: 2923.911865
	Iteration 64Q: 3 clusters Score -428426.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -428439.906250 Penalty: 2923.911865
	Iteration 65Q: 3 clusters Score -428439.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -428450.468750 Penalty: 2923.911865
	Iteration 66Q: 3 clusters Score -428450.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -428457.625000 Penalty: 2923.911865
	Iteration 67Q: 3 clusters Score -428457.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -428464.312500 Penalty: 2923.911865
	Iteration 68Q: 3 clusters Score -428464.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -428470.468750 Penalty: 2923.911865
	Iteration 69Q: 3 clusters Score -428470.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -428473.843750 Penalty: 2923.911865
	Iteration 70Q: 3 clusters Score -428473.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -428477.000000 Penalty: 2923.911865
	Iteration 71Q: 3 clusters Score -428477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -428480.468750 Penalty: 2923.911865
	Iteration 72Q: 3 clusters Score -428480.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -428483.843750 Penalty: 2923.911865
	Iteration 73Q: 3 clusters Score -428483.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -428484.906250 Penalty: 2923.911865
	Iteration 74Q: 3 clusters Score -428484.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -428486.437500 Penalty: 2923.911865
	Iteration 75Q: 3 clusters Score -428486.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -428487.750000 Penalty: 2923.911865
	Iteration 76Q: 3 clusters Score -428487.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -428489.343750 Penalty: 2923.911865
	Iteration 77Q: 3 clusters Score -428489.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -428489.906250 Penalty: 2923.911865
	Iteration 78Q: 3 clusters Score -428489.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -428490.687500 Penalty: 2923.911865
	Iteration 79Q: 3 clusters Score -428490.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -428491.000000 Penalty: 2923.911865
	Iteration 80F: 3 clusters Score -428491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -428491.000000 Penalty: 2923.911865
	Iteration 81Q: 3 clusters Score -428491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -428492.593750 Penalty: 2923.911865
	Iteration 82Q: 3 clusters Score -428492.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -428492.562500 Penalty: 2923.911865
	Iteration 83Q: 3 clusters Score -428492.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -428492.562500 Penalty: 2923.911865
	Iteration 84F: 3 clusters Score -428492.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Entering Unmasked Estep 
Score: -73258.531250 Penalty: 1179.720703
	Iteration 0F: 2 clusters Score -73258.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -71537.734375 Penalty: 2359.441406
	Iteration 0F: 3 clusters Score -71537.73 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -71865.718750 Penalty: 2359.441406
	Iteration 1F: 3 clusters Score -71865.72 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -71954.632812 Penalty: 2359.441406
	Iteration 2F: 3 clusters Score -71954.63 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -71992.257812 Penalty: 2359.441406
	Iteration 3Q: 3 clusters Score -71992.26 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -72020.250000 Penalty: 2359.441406
	Iteration 4Q: 3 clusters Score -72020.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -72036.625000 Penalty: 2359.441406
	Iteration 5Q: 3 clusters Score -72036.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -72050.835938 Penalty: 2359.441406
	Iteration 6Q: 3 clusters Score -72050.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -72061.343750 Penalty: 2359.441406
	Iteration 7Q: 3 clusters Score -72061.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -72067.765625 Penalty: 2359.441406
	Iteration 8Q: 3 clusters Score -72067.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -72068.632812 Penalty: 2359.441406
	Iteration 9Q: 3 clusters Score -72068.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -72069.648438 Penalty: 2359.441406
	Iteration 10Q: 3 clusters Score -72069.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -72070.750000 Penalty: 2359.441406
	Iteration 11Q: 3 clusters Score -72070.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -72070.750000 Penalty: 2359.441406
	Iteration 12F: 3 clusters Score -72070.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Entering Unmasked Estep 
Score: -81790.632812 Penalty: 1195.602905
	Iteration 0F: 2 clusters Score -81790.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -79977.601562 Penalty: 2391.205811
	Iteration 0F: 3 clusters Score -79977.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -80326.773438 Penalty: 2391.205811
	Iteration 1F: 3 clusters Score -80326.77 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -80405.000000 Penalty: 2391.205811
	Iteration 2F: 3 clusters Score -80405 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -80450.679688 Penalty: 2391.205811
	Iteration 3Q: 3 clusters Score -80450.68 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -80480.710938 Penalty: 2391.205811
	Iteration 4Q: 3 clusters Score -80480.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -80500.554688 Penalty: 2391.205811
	Iteration 5Q: 3 clusters Score -80500.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -80518.765625 Penalty: 2391.205811
	Iteration 6Q: 3 clusters Score -80518.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -80537.539062 Penalty: 2391.205811
	Iteration 7Q: 3 clusters Score -80537.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -80552.078125 Penalty: 2391.205811
	Iteration 8Q: 3 clusters Score -80552.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -80562.296875 Penalty: 2391.205811
	Iteration 9Q: 3 clusters Score -80562.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -80571.148438 Penalty: 2391.205811
	Iteration 10Q: 3 clusters Score -80571.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -80581.226562 Penalty: 2391.205811
	Iteration 11Q: 3 clusters Score -80581.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -80591.835938 Penalty: 2391.205811
	Iteration 12Q: 3 clusters Score -80591.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -80598.781250 Penalty: 2391.205811
	Iteration 13Q: 3 clusters Score -80598.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -80603.765625 Penalty: 2391.205811
	Iteration 14Q: 3 clusters Score -80603.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -80605.882812 Penalty: 2391.205811
	Iteration 15Q: 3 clusters Score -80605.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -80609.140625 Penalty: 2391.205811
	Iteration 16Q: 3 clusters Score -80609.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -80611.093750 Penalty: 2391.205811
	Iteration 17Q: 3 clusters Score -80611.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -80612.265625 Penalty: 2391.205811
	Iteration 18Q: 3 clusters Score -80612.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -80614.640625 Penalty: 2391.205811
	Iteration 19Q: 3 clusters Score -80614.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -80619.375000 Penalty: 2391.205811
	Iteration 20F: 3 clusters Score -80619.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -80622.546875 Penalty: 2391.205811
	Iteration 21Q: 3 clusters Score -80622.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -80626.546875 Penalty: 2391.205811
	Iteration 22Q: 3 clusters Score -80626.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -80627.921875 Penalty: 2391.205811
	Iteration 23Q: 3 clusters Score -80627.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -80628.757812 Penalty: 2391.205811
	Iteration 24Q: 3 clusters Score -80628.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -80629.023438 Penalty: 2391.205811
	Iteration 25Q: 3 clusters Score -80629.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -80629.023438 Penalty: 2391.205811
	Iteration 26F: 3 clusters Score -80629.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Entering Unmasked Estep 
Score: -139192.781250 Penalty: 1297.530518
	Iteration 0F: 2 clusters Score -139192.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -136511.890625 Penalty: 2595.061035
	Iteration 0F: 3 clusters Score -136511.9 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -137161.125000 Penalty: 2595.061035
	Iteration 1F: 3 clusters Score -137161.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -137296.890625 Penalty: 2595.061035
	Iteration 2F: 3 clusters Score -137296.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -137371.046875 Penalty: 2595.061035
	Iteration 3Q: 3 clusters Score -137371 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -137419.781250 Penalty: 2595.061035
	Iteration 4Q: 3 clusters Score -137419.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -137455.515625 Penalty: 2595.061035
	Iteration 5Q: 3 clusters Score -137455.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -137485.640625 Penalty: 2595.061035
	Iteration 6Q: 3 clusters Score -137485.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -137505.734375 Penalty: 2595.061035
	Iteration 7Q: 3 clusters Score -137505.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -137521.390625 Penalty: 2595.061035
	Iteration 8Q: 3 clusters Score -137521.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -137535.031250 Penalty: 2595.061035
	Iteration 9Q: 3 clusters Score -137535 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -137548.812500 Penalty: 2595.061035
	Iteration 10Q: 3 clusters Score -137548.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -137558.593750 Penalty: 2595.061035
	Iteration 11Q: 3 clusters Score -137558.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -137565.484375 Penalty: 2595.061035
	Iteration 12Q: 3 clusters Score -137565.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -137572.390625 Penalty: 2595.061035
	Iteration 13Q: 3 clusters Score -137572.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -137579.937500 Penalty: 2595.061035
	Iteration 14Q: 3 clusters Score -137579.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -137583.906250 Penalty: 2595.061035
	Iteration 15Q: 3 clusters Score -137583.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -137588.000000 Penalty: 2595.061035
	Iteration 16Q: 3 clusters Score -137588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -137592.984375 Penalty: 2595.061035
	Iteration 17Q: 3 clusters Score -137593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -137596.703125 Penalty: 2595.061035
	Iteration 18Q: 3 clusters Score -137596.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -137599.406250 Penalty: 2595.061035
	Iteration 19Q: 3 clusters Score -137599.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -137600.609375 Penalty: 2595.061035
	Iteration 20F: 3 clusters Score -137600.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -137601.812500 Penalty: 2595.061035
	Iteration 21Q: 3 clusters Score -137601.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -137603.234375 Penalty: 2595.061035
	Iteration 22Q: 3 clusters Score -137603.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -137605.062500 Penalty: 2595.061035
	Iteration 23Q: 3 clusters Score -137605.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -137607.484375 Penalty: 2595.061035
	Iteration 24Q: 3 clusters Score -137607.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -137608.656250 Penalty: 2595.061035
	Iteration 25Q: 3 clusters Score -137608.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -137612.921875 Penalty: 2595.061035
	Iteration 26Q: 3 clusters Score -137612.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -137617.890625 Penalty: 2595.061035
	Iteration 27Q: 3 clusters Score -137617.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -137620.875000 Penalty: 2595.061035
	Iteration 28Q: 3 clusters Score -137620.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -137624.796875 Penalty: 2595.061035
	Iteration 29Q: 3 clusters Score -137624.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -137629.296875 Penalty: 2595.061035
	Iteration 30Q: 3 clusters Score -137629.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -137631.968750 Penalty: 2595.061035
	Iteration 31Q: 3 clusters Score -137632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -137635.031250 Penalty: 2595.061035
	Iteration 32Q: 3 clusters Score -137635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -137639.109375 Penalty: 2595.061035
	Iteration 33Q: 3 clusters Score -137639.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -137642.843750 Penalty: 2595.061035
	Iteration 34Q: 3 clusters Score -137642.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -137645.906250 Penalty: 2595.061035
	Iteration 35Q: 3 clusters Score -137645.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -137647.921875 Penalty: 2595.061035
	Iteration 36Q: 3 clusters Score -137647.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -137648.828125 Penalty: 2595.061035
	Iteration 37Q: 3 clusters Score -137648.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -137650.140625 Penalty: 2595.061035
	Iteration 38Q: 3 clusters Score -137650.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -137651.015625 Penalty: 2595.061035
	Iteration 39Q: 3 clusters Score -137651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -137654.578125 Penalty: 2595.061035
	Iteration 40F: 3 clusters Score -137654.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -137655.406250 Penalty: 2595.061035
	Iteration 41Q: 3 clusters Score -137655.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -137656.390625 Penalty: 2595.061035
	Iteration 42Q: 3 clusters Score -137656.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -137656.546875 Penalty: 2595.061035
	Iteration 43Q: 3 clusters Score -137656.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -137657.500000 Penalty: 2595.061035
	Iteration 44Q: 3 clusters Score -137657.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -137658.453125 Penalty: 2595.061035
	Iteration 45Q: 3 clusters Score -137658.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -137661.171875 Penalty: 2595.061035
	Iteration 46Q: 3 clusters Score -137661.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -137664.515625 Penalty: 2595.061035
	Iteration 47Q: 3 clusters Score -137664.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -137666.125000 Penalty: 2595.061035
	Iteration 48Q: 3 clusters Score -137666.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -137668.875000 Penalty: 2595.061035
	Iteration 49Q: 3 clusters Score -137668.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -137672.296875 Penalty: 2595.061035
	Iteration 50Q: 3 clusters Score -137672.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -137674.953125 Penalty: 2595.061035
	Iteration 51Q: 3 clusters Score -137675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -137678.640625 Penalty: 2595.061035
	Iteration 52Q: 3 clusters Score -137678.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -137682.015625 Penalty: 2595.061035
	Iteration 53Q: 3 clusters Score -137682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -137684.875000 Penalty: 2595.061035
	Iteration 54Q: 3 clusters Score -137684.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -137690.312500 Penalty: 2595.061035
	Iteration 55Q: 3 clusters Score -137690.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -137698.062500 Penalty: 2595.061035
	Iteration 56Q: 3 clusters Score -137698.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -137706.765625 Penalty: 2595.061035
	Iteration 57Q: 3 clusters Score -137706.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -137714.140625 Penalty: 2595.061035
	Iteration 58Q: 3 clusters Score -137714.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -137721.890625 Penalty: 2595.061035
	Iteration 59Q: 3 clusters Score -137721.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -137730.390625 Penalty: 2595.061035
	Iteration 60F: 3 clusters Score -137730.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -137739.890625 Penalty: 2595.061035
	Iteration 61Q: 3 clusters Score -137739.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -137753.484375 Penalty: 2595.061035
	Iteration 62Q: 3 clusters Score -137753.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -137767.578125 Penalty: 2595.061035
	Iteration 63Q: 3 clusters Score -137767.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -137785.296875 Penalty: 2595.061035
	Iteration 64Q: 3 clusters Score -137785.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -137801.203125 Penalty: 2595.061035
	Iteration 65Q: 3 clusters Score -137801.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -137812.906250 Penalty: 2595.061035
	Iteration 66Q: 3 clusters Score -137812.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -137823.453125 Penalty: 2595.061035
	Iteration 67Q: 3 clusters Score -137823.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -137832.140625 Penalty: 2595.061035
	Iteration 68Q: 3 clusters Score -137832.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -137837.656250 Penalty: 2595.061035
	Iteration 69Q: 3 clusters Score -137837.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -137845.890625 Penalty: 2595.061035
	Iteration 70Q: 3 clusters Score -137845.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -137851.906250 Penalty: 2595.061035
	Iteration 71Q: 3 clusters Score -137851.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -137855.906250 Penalty: 2595.061035
	Iteration 72Q: 3 clusters Score -137855.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -137859.937500 Penalty: 2595.061035
	Iteration 73Q: 3 clusters Score -137859.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -137863.671875 Penalty: 2595.061035
	Iteration 74Q: 3 clusters Score -137863.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -137868.296875 Penalty: 2595.061035
	Iteration 75Q: 3 clusters Score -137868.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -137873.953125 Penalty: 2595.061035
	Iteration 76Q: 3 clusters Score -137874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -137879.062500 Penalty: 2595.061035
	Iteration 77Q: 3 clusters Score -137879.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -137883.890625 Penalty: 2595.061035
	Iteration 78Q: 3 clusters Score -137883.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -137888.750000 Penalty: 2595.061035
	Iteration 79Q: 3 clusters Score -137888.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -137898.453125 Penalty: 2595.061035
	Iteration 80F: 3 clusters Score -137898.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -137908.375000 Penalty: 2595.061035
	Iteration 81Q: 3 clusters Score -137908.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -137922.484375 Penalty: 2595.061035
	Iteration 82Q: 3 clusters Score -137922.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -137936.765625 Penalty: 2595.061035
	Iteration 83Q: 3 clusters Score -137936.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -137949.281250 Penalty: 2595.061035
	Iteration 84Q: 3 clusters Score -137949.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -137959.640625 Penalty: 2595.061035
	Iteration 85Q: 3 clusters Score -137959.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -137971.968750 Penalty: 2595.061035
	Iteration 86Q: 3 clusters Score -137972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -137983.515625 Penalty: 2595.061035
	Iteration 87Q: 3 clusters Score -137983.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -137988.328125 Penalty: 2595.061035
	Iteration 88Q: 3 clusters Score -137988.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -137995.281250 Penalty: 2595.061035
	Iteration 89Q: 3 clusters Score -137995.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -137998.515625 Penalty: 2595.061035
	Iteration 90Q: 3 clusters Score -137998.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -138003.000000 Penalty: 2595.061035
	Iteration 91Q: 3 clusters Score -138003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -138006.156250 Penalty: 2595.061035
	Iteration 92Q: 3 clusters Score -138006.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -138008.359375 Penalty: 2595.061035
	Iteration 93Q: 3 clusters Score -138008.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -138013.234375 Penalty: 2595.061035
	Iteration 94Q: 3 clusters Score -138013.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -138021.250000 Penalty: 2595.061035
	Iteration 95Q: 3 clusters Score -138021.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -138028.546875 Penalty: 2595.061035
	Iteration 96Q: 3 clusters Score -138028.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -138032.484375 Penalty: 2595.061035
	Iteration 97Q: 3 clusters Score -138032.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -138036.296875 Penalty: 2595.061035
	Iteration 98Q: 3 clusters Score -138036.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -138040.546875 Penalty: 2595.061035
	Iteration 99Q: 3 clusters Score -138040.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -138041.625000 Penalty: 2595.061035
	Iteration 100F: 3 clusters Score -138041.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -138042.890625 Penalty: 2595.061035
	Iteration 101Q: 3 clusters Score -138042.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -138045.890625 Penalty: 2595.061035
	Iteration 102Q: 3 clusters Score -138045.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -138048.171875 Penalty: 2595.061035
	Iteration 103Q: 3 clusters Score -138048.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -138049.640625 Penalty: 2595.061035
	Iteration 104Q: 3 clusters Score -138049.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -138051.750000 Penalty: 2595.061035
	Iteration 105Q: 3 clusters Score -138051.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -138053.984375 Penalty: 2595.061035
	Iteration 106Q: 3 clusters Score -138054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -138056.156250 Penalty: 2595.061035
	Iteration 107Q: 3 clusters Score -138056.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -138059.390625 Penalty: 2595.061035
	Iteration 108Q: 3 clusters Score -138059.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -138060.218750 Penalty: 2595.061035
	Iteration 109Q: 3 clusters Score -138060.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -138063.468750 Penalty: 2595.061035
	Iteration 110Q: 3 clusters Score -138063.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -138063.843750 Penalty: 2595.061035
	Iteration 111Q: 3 clusters Score -138063.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -138063.843750 Penalty: 2595.061035
	Iteration 112F: 3 clusters Score -138063.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (191300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191300 members 
Entering Unmasked Estep 
Score: -10042078.000000 Penalty: 1976.259766
	Iteration 0F: 2 clusters Score -1.004208e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95463 members 
Mstep: Class 2 contains 95837 members 
Entering Unmasked Estep 
Score: -9913326.000000 Penalty: 3952.519531
	Iteration 0F: 3 clusters Score -9913326 nChanged 92899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92718 members 
Mstep: Class 2 contains 98582 members 
Entering Unmasked Estep 
Score: -9970385.000000 Penalty: 3952.519531
	Iteration 1F: 3 clusters Score -9970385 nChanged 7781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91649 members 
Mstep: Class 2 contains 99651 members 
Entering Unmasked Estep 
Score: -9974851.000000 Penalty: 3952.519531
	Iteration 2Q: 3 clusters Score -9974851 nChanged 10075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90878 members 
Mstep: Class 2 contains 100422 members 
Entering Unmasked Estep 
Score: -9981883.000000 Penalty: 3952.519531
	Iteration 3F: 3 clusters Score -9981883 nChanged 12499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91205 members 
Mstep: Class 2 contains 100095 members 
Entering Unmasked Estep 
Score: -9991273.000000 Penalty: 3952.519531
	Iteration 4F: 3 clusters Score -9991273 nChanged 13754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92971 members 
Mstep: Class 2 contains 98329 members 
Entering Unmasked Estep 
Score: -10000716.000000 Penalty: 3952.519531
	Iteration 5F: 3 clusters Score -1.000072e+07 nChanged 12902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95593 members 
Mstep: Class 2 contains 95707 members 
Entering Unmasked Estep 
Score: -10008567.000000 Penalty: 3952.519531
	Iteration 6F: 3 clusters Score -1.000857e+07 nChanged 10415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98460 members 
Mstep: Class 2 contains 92840 members 
Entering Unmasked Estep 
Score: -10013869.000000 Penalty: 3952.519531
	Iteration 7F: 3 clusters Score -1.001387e+07 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101334 members 
Mstep: Class 2 contains 89966 members 
Entering Unmasked Estep 
Score: -10017072.000000 Penalty: 3952.519531
	Iteration 8Q: 3 clusters Score -1.001707e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104350 members 
Mstep: Class 2 contains 86950 members 
Entering Unmasked Estep 
Score: -10019236.000000 Penalty: 3952.519531
	Iteration 9Q: 3 clusters Score -1.001924e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107712 members 
Mstep: Class 2 contains 83588 members 
Entering Unmasked Estep 
Score: -10021208.000000 Penalty: 3952.519531
	Iteration 10Q: 3 clusters Score -1.002121e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111408 members 
Mstep: Class 2 contains 79892 members 
Entering Unmasked Estep 
Score: -10023281.000000 Penalty: 3952.519531
	Iteration 11Q: 3 clusters Score -1.002328e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115184 members 
Mstep: Class 2 contains 76116 members 
Entering Unmasked Estep 
Score: -10025297.000000 Penalty: 3952.519531
	Iteration 12Q: 3 clusters Score -1.00253e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119015 members 
Mstep: Class 2 contains 72285 members 
Entering Unmasked Estep 
Score: -10027413.000000 Penalty: 3952.519531
	Iteration 13Q: 3 clusters Score -1.002741e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122661 members 
Mstep: Class 2 contains 68639 members 
Entering Unmasked Estep 
Score: -10029412.000000 Penalty: 3952.519531
	Iteration 14Q: 3 clusters Score -1.002941e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126103 members 
Mstep: Class 2 contains 65197 members 
Entering Unmasked Estep 
Score: -10031064.000000 Penalty: 3952.519531
	Iteration 15Q: 3 clusters Score -1.003106e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129291 members 
Mstep: Class 2 contains 62009 members 
Entering Unmasked Estep 
Score: -10032487.000000 Penalty: 3952.519531
	Iteration 16Q: 3 clusters Score -1.003249e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132238 members 
Mstep: Class 2 contains 59062 members 
Entering Unmasked Estep 
Score: -10033598.000000 Penalty: 3952.519531
	Iteration 17Q: 3 clusters Score -1.00336e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134971 members 
Mstep: Class 2 contains 56329 members 
Entering Unmasked Estep 
Score: -10034540.000000 Penalty: 3952.519531
	Iteration 18Q: 3 clusters Score -1.003454e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137493 members 
Mstep: Class 2 contains 53807 members 
Entering Unmasked Estep 
Score: -10035342.000000 Penalty: 3952.519531
	Iteration 19Q: 3 clusters Score -1.003534e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139852 members 
Mstep: Class 2 contains 51448 members 
Entering Unmasked Estep 
Score: -10035930.000000 Penalty: 3952.519531
	Iteration 20F: 3 clusters Score -1.003593e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142022 members 
Mstep: Class 2 contains 49278 members 
Entering Unmasked Estep 
Score: -10036507.000000 Penalty: 3952.519531
	Iteration 21Q: 3 clusters Score -1.003651e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143962 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -10037016.000000 Penalty: 3952.519531
	Iteration 22Q: 3 clusters Score -1.003702e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145747 members 
Mstep: Class 2 contains 45553 members 
Entering Unmasked Estep 
Score: -10037491.000000 Penalty: 3952.519531
	Iteration 23Q: 3 clusters Score -1.003749e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147422 members 
Mstep: Class 2 contains 43878 members 
Entering Unmasked Estep 
Score: -10037944.000000 Penalty: 3952.519531
	Iteration 24Q: 3 clusters Score -1.003794e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148979 members 
Mstep: Class 2 contains 42321 members 
Entering Unmasked Estep 
Score: -10038206.000000 Penalty: 3952.519531
	Iteration 25Q: 3 clusters Score -1.003821e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150392 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -10038536.000000 Penalty: 3952.519531
	Iteration 26Q: 3 clusters Score -1.003854e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151715 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -10038687.000000 Penalty: 3952.519531
	Iteration 27Q: 3 clusters Score -1.003869e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152977 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -10038885.000000 Penalty: 3952.519531
	Iteration 28Q: 3 clusters Score -1.003888e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154170 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -10039054.000000 Penalty: 3952.519531
	Iteration 29Q: 3 clusters Score -1.003905e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155272 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -10039312.000000 Penalty: 3952.519531
	Iteration 30Q: 3 clusters Score -1.003931e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156345 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -10039551.000000 Penalty: 3952.519531
	Iteration 31Q: 3 clusters Score -1.003955e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157331 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -10039642.000000 Penalty: 3952.519531
	Iteration 32Q: 3 clusters Score -1.003964e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158285 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -10039795.000000 Penalty: 3952.519531
	Iteration 33Q: 3 clusters Score -1.00398e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159186 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -10039936.000000 Penalty: 3952.519531
	Iteration 34Q: 3 clusters Score -1.003994e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160016 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -10040026.000000 Penalty: 3952.519531
	Iteration 35Q: 3 clusters Score -1.004003e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160821 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -10040146.000000 Penalty: 3952.519531
	Iteration 36Q: 3 clusters Score -1.004015e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161576 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -10040241.000000 Penalty: 3952.519531
	Iteration 37Q: 3 clusters Score -1.004024e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162321 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -10040307.000000 Penalty: 3952.519531
	Iteration 38Q: 3 clusters Score -1.004031e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163066 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -10040329.000000 Penalty: 3952.519531
	Iteration 39Q: 3 clusters Score -1.004033e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163765 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -10040407.000000 Penalty: 3952.519531
	Iteration 40F: 3 clusters Score -1.004041e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164411 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -10040444.000000 Penalty: 3952.519531
	Iteration 41Q: 3 clusters Score -1.004044e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165002 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -10040554.000000 Penalty: 3952.519531
	Iteration 42Q: 3 clusters Score -1.004055e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165539 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -10040636.000000 Penalty: 3952.519531
	Iteration 43Q: 3 clusters Score -1.004064e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166058 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -10040669.000000 Penalty: 3952.519531
	Iteration 44Q: 3 clusters Score -1.004067e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166583 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -10040771.000000 Penalty: 3952.519531
	Iteration 45Q: 3 clusters Score -1.004077e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167050 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -10040856.000000 Penalty: 3952.519531
	Iteration 46Q: 3 clusters Score -1.004086e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167496 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -10040899.000000 Penalty: 3952.519531
	Iteration 47Q: 3 clusters Score -1.00409e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167916 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -10040980.000000 Penalty: 3952.519531
	Iteration 48Q: 3 clusters Score -1.004098e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168321 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -10040977.000000 Penalty: 3952.519531
	Iteration 49Q: 3 clusters Score -1.004098e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168693 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -10040986.000000 Penalty: 3952.519531
	Iteration 50Q: 3 clusters Score -1.004099e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169076 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -10041036.000000 Penalty: 3952.519531
	Iteration 51Q: 3 clusters Score -1.004104e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169461 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -10041045.000000 Penalty: 3952.519531
	Iteration 52Q: 3 clusters Score -1.004104e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169809 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -10041063.000000 Penalty: 3952.519531
	Iteration 53Q: 3 clusters Score -1.004106e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170191 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -10041088.000000 Penalty: 3952.519531
	Iteration 54Q: 3 clusters Score -1.004109e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170559 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -10041191.000000 Penalty: 3952.519531
	Iteration 55Q: 3 clusters Score -1.004119e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170922 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -10041204.000000 Penalty: 3952.519531
	Iteration 56Q: 3 clusters Score -1.00412e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171291 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -10041243.000000 Penalty: 3952.519531
	Iteration 57Q: 3 clusters Score -1.004124e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171674 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -10041287.000000 Penalty: 3952.519531
	Iteration 58Q: 3 clusters Score -1.004129e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172086 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -10041344.000000 Penalty: 3952.519531
	Iteration 59Q: 3 clusters Score -1.004134e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172493 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -10041374.000000 Penalty: 3952.519531
	Iteration 60F: 3 clusters Score -1.004137e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172897 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -10041381.000000 Penalty: 3952.519531
	Iteration 61Q: 3 clusters Score -1.004138e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173287 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -10041444.000000 Penalty: 3952.519531
	Iteration 62Q: 3 clusters Score -1.004144e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173647 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -10041465.000000 Penalty: 3952.519531
	Iteration 63Q: 3 clusters Score -1.004146e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174010 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -10041473.000000 Penalty: 3952.519531
	Iteration 64Q: 3 clusters Score -1.004147e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174340 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -10041567.000000 Penalty: 3952.519531
	Iteration 65Q: 3 clusters Score -1.004157e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174675 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -10041595.000000 Penalty: 3952.519531
	Iteration 66Q: 3 clusters Score -1.00416e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174984 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -10041645.000000 Penalty: 3952.519531
	Iteration 67Q: 3 clusters Score -1.004164e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175281 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -10041666.000000 Penalty: 3952.519531
	Iteration 68Q: 3 clusters Score -1.004167e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175530 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -10041690.000000 Penalty: 3952.519531
	Iteration 69Q: 3 clusters Score -1.004169e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175782 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -10041713.000000 Penalty: 3952.519531
	Iteration 70Q: 3 clusters Score -1.004171e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176040 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -10041714.000000 Penalty: 3952.519531
	Iteration 71Q: 3 clusters Score -1.004171e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176282 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -10041726.000000 Penalty: 3952.519531
	Iteration 72Q: 3 clusters Score -1.004173e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176501 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -10041748.000000 Penalty: 3952.519531
	Iteration 73Q: 3 clusters Score -1.004175e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176723 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -10041764.000000 Penalty: 3952.519531
	Iteration 74Q: 3 clusters Score -1.004176e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176938 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -10041809.000000 Penalty: 3952.519531
	Iteration 75Q: 3 clusters Score -1.004181e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177136 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -10041811.000000 Penalty: 3952.519531
	Iteration 76Q: 3 clusters Score -1.004181e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177323 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -10041831.000000 Penalty: 3952.519531
	Iteration 77Q: 3 clusters Score -1.004183e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177505 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -10041832.000000 Penalty: 3952.519531
	Iteration 78Q: 3 clusters Score -1.004183e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177702 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -10041836.000000 Penalty: 3952.519531
	Iteration 79Q: 3 clusters Score -1.004184e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177888 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -10041879.000000 Penalty: 3952.519531
	Iteration 80F: 3 clusters Score -1.004188e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178059 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -10041896.000000 Penalty: 3952.519531
	Iteration 81Q: 3 clusters Score -1.00419e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178222 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -10041908.000000 Penalty: 3952.519531
	Iteration 82Q: 3 clusters Score -1.004191e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178382 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -10041954.000000 Penalty: 3952.519531
	Iteration 83Q: 3 clusters Score -1.004195e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178523 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -10041956.000000 Penalty: 3952.519531
	Iteration 84Q: 3 clusters Score -1.004196e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178652 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -10041932.000000 Penalty: 3952.519531
	Iteration 85Q: 3 clusters Score -1.004193e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178776 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -10041942.000000 Penalty: 3952.519531
	Iteration 86Q: 3 clusters Score -1.004194e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178898 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -10041952.000000 Penalty: 3952.519531
	Iteration 87Q: 3 clusters Score -1.004195e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178994 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -10041946.000000 Penalty: 3952.519531
	Iteration 88Q: 3 clusters Score -1.004195e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179089 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -10041991.000000 Penalty: 3952.519531
	Iteration 89Q: 3 clusters Score -1.004199e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179168 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -10041985.000000 Penalty: 3952.519531
	Iteration 90Q: 3 clusters Score -1.004198e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179245 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1.004199e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179339 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -10041984.000000 Penalty: 3952.519531
	Iteration 92Q: 3 clusters Score -1.004198e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179417 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1.004199e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179510 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1.004199e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179600 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1.004199e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179687 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -10042005.000000 Penalty: 3952.519531
	Iteration 96Q: 3 clusters Score -1.0042e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179774 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -10042009.000000 Penalty: 3952.519531
	Iteration 97Q: 3 clusters Score -1.004201e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179849 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -10042006.000000 Penalty: 3952.519531
	Iteration 98Q: 3 clusters Score -1.004201e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179935 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -10042038.000000 Penalty: 3952.519531
	Iteration 99Q: 3 clusters Score -1.004204e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180017 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -10042050.000000 Penalty: 3952.519531
	Iteration 100F: 3 clusters Score -1.004205e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180093 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -10042039.000000 Penalty: 3952.519531
	Iteration 101Q: 3 clusters Score -1.004204e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180172 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -10042054.000000 Penalty: 3952.519531
	Iteration 102Q: 3 clusters Score -1.004205e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180231 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -10042056.000000 Penalty: 3952.519531
	Iteration 103Q: 3 clusters Score -1.004206e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180278 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -10042058.000000 Penalty: 3952.519531
	Iteration 104Q: 3 clusters Score -1.004206e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180331 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -10042058.000000 Penalty: 3952.519531
	Iteration 105Q: 3 clusters Score -1.004206e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180386 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -10042054.000000 Penalty: 3952.519531
	Iteration 106Q: 3 clusters Score -1.004205e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180437 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -10042065.000000 Penalty: 3952.519531
	Iteration 107Q: 3 clusters Score -1.004206e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180506 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -10042077.000000 Penalty: 3952.519531
	Iteration 108Q: 3 clusters Score -1.004208e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180577 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -10042087.000000 Penalty: 3952.519531
	Iteration 109Q: 3 clusters Score -1.004209e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180647 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -10042080.000000 Penalty: 3952.519531
	Iteration 110Q: 3 clusters Score -1.004208e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180723 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -10042099.000000 Penalty: 3952.519531
	Iteration 111Q: 3 clusters Score -1.00421e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180809 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -10042101.000000 Penalty: 3952.519531
	Iteration 112Q: 3 clusters Score -1.00421e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180886 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -10042132.000000 Penalty: 3952.519531
	Iteration 113Q: 3 clusters Score -1.004213e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180965 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -10042121.000000 Penalty: 3952.519531
	Iteration 114Q: 3 clusters Score -1.004212e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181045 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -10042138.000000 Penalty: 3952.519531
	Iteration 115Q: 3 clusters Score -1.004214e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181120 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -10042152.000000 Penalty: 3952.519531
	Iteration 116Q: 3 clusters Score -1.004215e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181202 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -10042151.000000 Penalty: 3952.519531
	Iteration 117Q: 3 clusters Score -1.004215e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181288 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -10042167.000000 Penalty: 3952.519531
	Iteration 118Q: 3 clusters Score -1.004217e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181367 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -10042157.000000 Penalty: 3952.519531
	Iteration 119Q: 3 clusters Score -1.004216e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181431 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -10042161.000000 Penalty: 3952.519531
	Iteration 120F: 3 clusters Score -1.004216e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181494 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -10042169.000000 Penalty: 3952.519531
	Iteration 121Q: 3 clusters Score -1.004217e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181566 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -10042164.000000 Penalty: 3952.519531
	Iteration 122Q: 3 clusters Score -1.004216e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181641 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -10042157.000000 Penalty: 3952.519531
	Iteration 123Q: 3 clusters Score -1.004216e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181715 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -10042142.000000 Penalty: 3952.519531
	Iteration 124Q: 3 clusters Score -1.004214e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181790 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -10042148.000000 Penalty: 3952.519531
	Iteration 125Q: 3 clusters Score -1.004215e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181852 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -10042168.000000 Penalty: 3952.519531
	Iteration 126Q: 3 clusters Score -1.004217e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181907 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -10042169.000000 Penalty: 3952.519531
	Iteration 127Q: 3 clusters Score -1.004217e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181964 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -10042186.000000 Penalty: 3952.519531
	Iteration 128Q: 3 clusters Score -1.004219e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182009 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -10042183.000000 Penalty: 3952.519531
	Iteration 129Q: 3 clusters Score -1.004218e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182043 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -10042189.000000 Penalty: 3952.519531
	Iteration 130Q: 3 clusters Score -1.004219e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182068 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -10042199.000000 Penalty: 3952.519531
	Iteration 131Q: 3 clusters Score -1.00422e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182098 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -10042189.000000 Penalty: 3952.519531
	Iteration 132Q: 3 clusters Score -1.004219e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182132 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -10042192.000000 Penalty: 3952.519531
	Iteration 133Q: 3 clusters Score -1.004219e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182153 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -10042201.000000 Penalty: 3952.519531
	Iteration 134Q: 3 clusters Score -1.00422e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182179 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -10042202.000000 Penalty: 3952.519531
	Iteration 135Q: 3 clusters Score -1.00422e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182207 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -10042207.000000 Penalty: 3952.519531
	Iteration 136Q: 3 clusters Score -1.004221e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182234 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -10042221.000000 Penalty: 3952.519531
	Iteration 137Q: 3 clusters Score -1.004222e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182252 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -10042213.000000 Penalty: 3952.519531
	Iteration 138Q: 3 clusters Score -1.004221e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182259 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -10042214.000000 Penalty: 3952.519531
	Iteration 139Q: 3 clusters Score -1.004221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182266 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -10042211.000000 Penalty: 3952.519531
	Iteration 140F: 3 clusters Score -1.004221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182270 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -10042208.000000 Penalty: 3952.519531
	Iteration 141Q: 3 clusters Score -1.004221e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182270 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -10042208.000000 Penalty: 3952.519531
	Iteration 142F: 3 clusters Score -1.004221e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18772 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 9030 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 182270 members 
Mstep: Class 14 contains 202954 members 
Mstep: Class 15 contains 42061 members 
Mstep: Class 17 contains 41604 members 
Mstep: Class 18 contains 8107 members 
Mstep: Class 19 contains 32785 members 
Mstep: Class 20 contains 13099 members 
Mstep: Class 23 contains 1985 members 
Entering Unmasked Estep 
Score: -29086638.000000 Penalty: 38851.078125
Splitting cluster 13 changes total score from -29086792.000000 to -29086638.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (202954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202954 members 
Entering Unmasked Estep 
Score: -10189379.000000 Penalty: 1985.869385
	Iteration 0F: 2 clusters Score -1.018938e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101677 members 
Mstep: Class 2 contains 101277 members 
Entering Unmasked Estep 
Score: -10052894.000000 Penalty: 3971.738770
	Iteration 0F: 3 clusters Score -1.005289e+07 nChanged 98157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102476 members 
Mstep: Class 2 contains 100478 members 
Entering Unmasked Estep 
Score: -10111831.000000 Penalty: 3971.738770
	Iteration 1F: 3 clusters Score -1.011183e+07 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103946 members 
Mstep: Class 2 contains 99008 members 
Entering Unmasked Estep 
Score: -10113668.000000 Penalty: 3971.738770
	Iteration 2Q: 3 clusters Score -1.011367e+07 nChanged 7659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106675 members 
Mstep: Class 2 contains 96279 members 
Entering Unmasked Estep 
Score: -10116453.000000 Penalty: 3971.738770
	Iteration 3Q: 3 clusters Score -1.011645e+07 nChanged 9168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111015 members 
Mstep: Class 2 contains 91939 members 
Entering Unmasked Estep 
Score: -10120590.000000 Penalty: 3971.738770
	Iteration 4Q: 3 clusters Score -1.012059e+07 nChanged 11071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117682 members 
Mstep: Class 2 contains 85272 members 
Entering Unmasked Estep 
Score: -10126652.000000 Penalty: 3971.738770
	Iteration 5F: 3 clusters Score -1.012665e+07 nChanged 12931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126739 members 
Mstep: Class 2 contains 76215 members 
Entering Unmasked Estep 
Score: -10135207.000000 Penalty: 3971.738770
	Iteration 6F: 3 clusters Score -1.013521e+07 nChanged 13756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137229 members 
Mstep: Class 2 contains 65725 members 
Entering Unmasked Estep 
Score: -10145547.000000 Penalty: 3971.738770
	Iteration 7F: 3 clusters Score -1.014555e+07 nChanged 13134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147331 members 
Mstep: Class 2 contains 55623 members 
Entering Unmasked Estep 
Score: -10155930.000000 Penalty: 3971.738770
	Iteration 8F: 3 clusters Score -1.015593e+07 nChanged 10965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155658 members 
Mstep: Class 2 contains 47296 members 
Entering Unmasked Estep 
Score: -10164111.000000 Penalty: 3971.738770
	Iteration 9F: 3 clusters Score -1.016411e+07 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162138 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -10169551.000000 Penalty: 3971.738770
	Iteration 10Q: 3 clusters Score -1.016955e+07 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167417 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -10173100.000000 Penalty: 3971.738770
	Iteration 11Q: 3 clusters Score -1.01731e+07 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172102 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -10175972.000000 Penalty: 3971.738770
	Iteration 12Q: 3 clusters Score -1.017597e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176220 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -10178761.000000 Penalty: 3971.738770
	Iteration 13Q: 3 clusters Score -1.017876e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179778 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -10181213.000000 Penalty: 3971.738770
	Iteration 14Q: 3 clusters Score -1.018121e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182870 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -10183478.000000 Penalty: 3971.738770
	Iteration 15Q: 3 clusters Score -1.018348e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185450 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -10185263.000000 Penalty: 3971.738770
	Iteration 16Q: 3 clusters Score -1.018526e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187492 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -10186533.000000 Penalty: 3971.738770
	Iteration 17Q: 3 clusters Score -1.018653e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189049 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -10187252.000000 Penalty: 3971.738770
	Iteration 18Q: 3 clusters Score -1.018725e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190275 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -10187661.000000 Penalty: 3971.738770
	Iteration 19Q: 3 clusters Score -1.018766e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191297 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -10188049.000000 Penalty: 3971.738770
	Iteration 20F: 3 clusters Score -1.018805e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192170 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -10188312.000000 Penalty: 3971.738770
	Iteration 21Q: 3 clusters Score -1.018831e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192890 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -10188537.000000 Penalty: 3971.738770
	Iteration 22Q: 3 clusters Score -1.018854e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193509 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -10188664.000000 Penalty: 3971.738770
	Iteration 23Q: 3 clusters Score -1.018866e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194005 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -10188764.000000 Penalty: 3971.738770
	Iteration 24Q: 3 clusters Score -1.018876e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194460 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -10188891.000000 Penalty: 3971.738770
	Iteration 25Q: 3 clusters Score -1.018889e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194870 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -10189002.000000 Penalty: 3971.738770
	Iteration 26Q: 3 clusters Score -1.0189e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195259 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -10189095.000000 Penalty: 3971.738770
	Iteration 27Q: 3 clusters Score -1.01891e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195587 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -10189169.000000 Penalty: 3971.738770
	Iteration 28Q: 3 clusters Score -1.018917e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195860 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -10189208.000000 Penalty: 3971.738770
	Iteration 29Q: 3 clusters Score -1.018921e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196101 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -10189240.000000 Penalty: 3971.738770
	Iteration 30Q: 3 clusters Score -1.018924e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196318 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -10189265.000000 Penalty: 3971.738770
	Iteration 31Q: 3 clusters Score -1.018926e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196525 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -10189281.000000 Penalty: 3971.738770
	Iteration 32Q: 3 clusters Score -1.018928e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196722 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -10189331.000000 Penalty: 3971.738770
	Iteration 33Q: 3 clusters Score -1.018933e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196916 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -10189381.000000 Penalty: 3971.738770
	Iteration 34Q: 3 clusters Score -1.018938e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197061 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -10189391.000000 Penalty: 3971.738770
	Iteration 35Q: 3 clusters Score -1.018939e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197187 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -10189402.000000 Penalty: 3971.738770
	Iteration 36Q: 3 clusters Score -1.01894e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197294 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -10189420.000000 Penalty: 3971.738770
	Iteration 37Q: 3 clusters Score -1.018942e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197392 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -10189432.000000 Penalty: 3971.738770
	Iteration 38Q: 3 clusters Score -1.018943e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197472 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -10189411.000000 Penalty: 3971.738770
	Iteration 39Q: 3 clusters Score -1.018941e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197542 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -10189428.000000 Penalty: 3971.738770
	Iteration 40F: 3 clusters Score -1.018943e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197616 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -10189465.000000 Penalty: 3971.738770
	Iteration 41Q: 3 clusters Score -1.018946e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197691 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -10189473.000000 Penalty: 3971.738770
	Iteration 42Q: 3 clusters Score -1.018947e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197760 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -10189499.000000 Penalty: 3971.738770
	Iteration 43Q: 3 clusters Score -1.01895e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197806 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -10189500.000000 Penalty: 3971.738770
	Iteration 44Q: 3 clusters Score -1.01895e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197863 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -10189488.000000 Penalty: 3971.738770
	Iteration 45Q: 3 clusters Score -1.018949e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197921 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -10189478.000000 Penalty: 3971.738770
	Iteration 46Q: 3 clusters Score -1.018948e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197962 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -10189479.000000 Penalty: 3971.738770
	Iteration 47Q: 3 clusters Score -1.018948e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197995 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -10189484.000000 Penalty: 3971.738770
	Iteration 48Q: 3 clusters Score -1.018948e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198022 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -10189487.000000 Penalty: 3971.738770
	Iteration 49Q: 3 clusters Score -1.018949e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198038 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -10189492.000000 Penalty: 3971.738770
	Iteration 50Q: 3 clusters Score -1.018949e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198056 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -10189480.000000 Penalty: 3971.738770
	Iteration 51Q: 3 clusters Score -1.018948e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198069 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -10189483.000000 Penalty: 3971.738770
	Iteration 52Q: 3 clusters Score -1.018948e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198084 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -10189476.000000 Penalty: 3971.738770
	Iteration 53Q: 3 clusters Score -1.018948e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198090 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -10189484.000000 Penalty: 3971.738770
	Iteration 54Q: 3 clusters Score -1.018948e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198100 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -10189473.000000 Penalty: 3971.738770
	Iteration 55Q: 3 clusters Score -1.018947e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198110 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -10189468.000000 Penalty: 3971.738770
	Iteration 56Q: 3 clusters Score -1.018947e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198119 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -10189468.000000 Penalty: 3971.738770
	Iteration 57Q: 3 clusters Score -1.018947e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198127 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -10189476.000000 Penalty: 3971.738770
	Iteration 58Q: 3 clusters Score -1.018948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198131 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -10189480.000000 Penalty: 3971.738770
	Iteration 59Q: 3 clusters Score -1.018948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198138 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -10189482.000000 Penalty: 3971.738770
	Iteration 60F: 3 clusters Score -1.018948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198144 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -10189482.000000 Penalty: 3971.738770
	Iteration 61Q: 3 clusters Score -1.018948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198149 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -10189484.000000 Penalty: 3971.738770
	Iteration 62Q: 3 clusters Score -1.018948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198155 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -10189481.000000 Penalty: 3971.738770
	Iteration 63Q: 3 clusters Score -1.018948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198163 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -10189490.000000 Penalty: 3971.738770
	Iteration 64Q: 3 clusters Score -1.018949e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198174 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -10189486.000000 Penalty: 3971.738770
	Iteration 65Q: 3 clusters Score -1.018949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198181 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -10189494.000000 Penalty: 3971.738770
	Iteration 66Q: 3 clusters Score -1.018949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198185 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -10189481.000000 Penalty: 3971.738770
	Iteration 67Q: 3 clusters Score -1.018948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198189 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -10189478.000000 Penalty: 3971.738770
	Iteration 68Q: 3 clusters Score -1.018948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198192 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -10189473.000000 Penalty: 3971.738770
	Iteration 69Q: 3 clusters Score -1.018947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198198 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -10189472.000000 Penalty: 3971.738770
	Iteration 70Q: 3 clusters Score -1.018947e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198206 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -10189464.000000 Penalty: 3971.738770
	Iteration 71Q: 3 clusters Score -1.018946e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198216 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -10189458.000000 Penalty: 3971.738770
	Iteration 72Q: 3 clusters Score -1.018946e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198224 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -10189457.000000 Penalty: 3971.738770
	Iteration 73Q: 3 clusters Score -1.018946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198227 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -10189457.000000 Penalty: 3971.738770
	Iteration 74Q: 3 clusters Score -1.018946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198230 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -10189455.000000 Penalty: 3971.738770
	Iteration 75Q: 3 clusters Score -1.018946e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198235 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -10189455.000000 Penalty: 3971.738770
	Iteration 76Q: 3 clusters Score -1.018946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198243 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -10189462.000000 Penalty: 3971.738770
	Iteration 77Q: 3 clusters Score -1.018946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198251 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -10189457.000000 Penalty: 3971.738770
	Iteration 78Q: 3 clusters Score -1.018946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198256 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -10189461.000000 Penalty: 3971.738770
	Iteration 79Q: 3 clusters Score -1.018946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198260 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -10189461.000000 Penalty: 3971.738770
	Iteration 80F: 3 clusters Score -1.018946e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198263 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -10189453.000000 Penalty: 3971.738770
	Iteration 81Q: 3 clusters Score -1.018945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198265 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -10189462.000000 Penalty: 3971.738770
	Iteration 82Q: 3 clusters Score -1.018946e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198265 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -10189462.000000 Penalty: 3971.738770
	Iteration 83F: 3 clusters Score -1.018946e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 18772 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 4689 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 191300 members 
Mstep: Class 14 contains 198265 members 
Mstep: Class 15 contains 42061 members 
Mstep: Class 17 contains 41604 members 
Mstep: Class 18 contains 8107 members 
Mstep: Class 19 contains 32785 members 
Mstep: Class 20 contains 13099 members 
Mstep: Class 23 contains 1985 members 
Entering Unmasked Estep 
Score: -29086672.000000 Penalty: 38851.078125
Splitting cluster 14 changes total score from -29086792.000000 to -29086672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (42061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Entering Unmasked Estep 
Score: -2132531.750000 Penalty: 1730.117432
	Iteration 0F: 2 clusters Score -2132532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -2104177.000000 Penalty: 3460.234863
	Iteration 0F: 3 clusters Score -2104177 nChanged 19729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -2115253.250000 Penalty: 3460.234863
	Iteration 1F: 3 clusters Score -2115253 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -2115730.500000 Penalty: 3460.234863
	Iteration 2Q: 3 clusters Score -2115730 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -2116282.750000 Penalty: 3460.234863
	Iteration 3Q: 3 clusters Score -2116283 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -2116963.000000 Penalty: 3460.234863
	Iteration 4Q: 3 clusters Score -2116963 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -2117847.500000 Penalty: 3460.234863
	Iteration 5Q: 3 clusters Score -2117848 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -2119051.500000 Penalty: 3460.234863
	Iteration 6F: 3 clusters Score -2119052 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -2120675.750000 Penalty: 3460.234863
	Iteration 7F: 3 clusters Score -2120676 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -2122685.500000 Penalty: 3460.234863
	Iteration 8F: 3 clusters Score -2122686 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -2124929.000000 Penalty: 3460.234863
	Iteration 9F: 3 clusters Score -2124929 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -2126914.000000 Penalty: 3460.234863
	Iteration 10F: 3 clusters Score -2126914 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -2128510.750000 Penalty: 3460.234863
	Iteration 11Q: 3 clusters Score -2128511 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -2129554.750000 Penalty: 3460.234863
	Iteration 12Q: 3 clusters Score -2129555 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -2130188.750000 Penalty: 3460.234863
	Iteration 13Q: 3 clusters Score -2130189 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -2130519.250000 Penalty: 3460.234863
	Iteration 14Q: 3 clusters Score -2130519 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -2130693.750000 Penalty: 3460.234863
	Iteration 15Q: 3 clusters Score -2130694 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -2130818.250000 Penalty: 3460.234863
	Iteration 16Q: 3 clusters Score -2130818 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -2130895.750000 Penalty: 3460.234863
	Iteration 17Q: 3 clusters Score -2130896 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -2130950.750000 Penalty: 3460.234863
	Iteration 18Q: 3 clusters Score -2130951 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
Score: -2130992.500000 Penalty: 3460.234863
	Iteration 19Q: 3 clusters Score -2130992 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 41043 members 
Entering Unmasked Estep 
Score: -2131017.500000 Penalty: 3460.234863
	Iteration 20F: 3 clusters Score -2131018 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -2131044.000000 Penalty: 3460.234863
	Iteration 21Q: 3 clusters Score -2131044 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -2131061.250000 Penalty: 3460.234863
	Iteration 22Q: 3 clusters Score -2131061 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 41144 members 
Entering Unmasked Estep 
Score: -2131080.250000 Penalty: 3460.234863
	Iteration 23Q: 3 clusters Score -2131080 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -2131092.000000 Penalty: 3460.234863
	Iteration 24Q: 3 clusters Score -2131092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 41187 members 
Entering Unmasked Estep 
Score: -2131106.500000 Penalty: 3460.234863
	Iteration 25Q: 3 clusters Score -2131106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 41205 members 
Entering Unmasked Estep 
Score: -2131113.500000 Penalty: 3460.234863
	Iteration 26Q: 3 clusters Score -2131114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -2131116.750000 Penalty: 3460.234863
	Iteration 27Q: 3 clusters Score -2131117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -2131124.250000 Penalty: 3460.234863
	Iteration 28Q: 3 clusters Score -2131124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -2131130.250000 Penalty: 3460.234863
	Iteration 29Q: 3 clusters Score -2131130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -2131138.250000 Penalty: 3460.234863
	Iteration 30Q: 3 clusters Score -2131138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -2131149.000000 Penalty: 3460.234863
	Iteration 31Q: 3 clusters Score -2131149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -2131152.750000 Penalty: 3460.234863
	Iteration 32Q: 3 clusters Score -2131153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 41293 members 
Entering Unmasked Estep 
Score: -2131152.750000 Penalty: 3460.234863
	Iteration 33Q: 3 clusters Score -2131153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -2131155.750000 Penalty: 3460.234863
	Iteration 34Q: 3 clusters Score -2131156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 41310 members 
Entering Unmasked Estep 
Score: -2131161.250000 Penalty: 3460.234863
	Iteration 35Q: 3 clusters Score -2131161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -2131163.750000 Penalty: 3460.234863
	Iteration 36Q: 3 clusters Score -2131164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -2131164.750000 Penalty: 3460.234863
	Iteration 37Q: 3 clusters Score -2131165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -2131167.250000 Penalty: 3460.234863
	Iteration 38Q: 3 clusters Score -2131167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -2131166.250000 Penalty: 3460.234863
	Iteration 39Q: 3 clusters Score -2131166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -2131165.000000 Penalty: 3460.234863
	Iteration 40F: 3 clusters Score -2131165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (41604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Entering Unmasked Estep 
Score: -2156133.000000 Penalty: 1728.342163
	Iteration 0F: 2 clusters Score -2156133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -2128238.750000 Penalty: 3456.684326
	Iteration 0F: 3 clusters Score -2128239 nChanged 19409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -2139180.250000 Penalty: 3456.684326
	Iteration 1F: 3 clusters Score -2139180 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -2139811.000000 Penalty: 3456.684326
	Iteration 2Q: 3 clusters Score -2139811 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -2140681.000000 Penalty: 3456.684326
	Iteration 3Q: 3 clusters Score -2140681 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -2141813.000000 Penalty: 3456.684326
	Iteration 4F: 3 clusters Score -2141813 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -2143282.500000 Penalty: 3456.684326
	Iteration 5F: 3 clusters Score -2143282 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -2145157.250000 Penalty: 3456.684326
	Iteration 6F: 3 clusters Score -2145157 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -2147277.000000 Penalty: 3456.684326
	Iteration 7F: 3 clusters Score -2147277 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -2149226.750000 Penalty: 3456.684326
	Iteration 8F: 3 clusters Score -2149227 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -2150602.750000 Penalty: 3456.684326
	Iteration 9Q: 3 clusters Score -2150603 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -2151472.250000 Penalty: 3456.684326
	Iteration 10Q: 3 clusters Score -2151472 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -2151987.500000 Penalty: 3456.684326
	Iteration 11Q: 3 clusters Score -2151988 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -2152362.500000 Penalty: 3456.684326
	Iteration 12Q: 3 clusters Score -2152362 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -2152697.500000 Penalty: 3456.684326
	Iteration 13Q: 3 clusters Score -2152698 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -2152985.500000 Penalty: 3456.684326
	Iteration 14Q: 3 clusters Score -2152986 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -2153263.250000 Penalty: 3456.684326
	Iteration 15Q: 3 clusters Score -2153263 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 37994 members 
Entering Unmasked Estep 
Score: -2153472.750000 Penalty: 3456.684326
	Iteration 16Q: 3 clusters Score -2153473 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
Score: -2153647.000000 Penalty: 3456.684326
	Iteration 17Q: 3 clusters Score -2153647 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -2153813.750000 Penalty: 3456.684326
	Iteration 18Q: 3 clusters Score -2153814 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -2153936.750000 Penalty: 3456.684326
	Iteration 19Q: 3 clusters Score -2153937 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -2154039.750000 Penalty: 3456.684326
	Iteration 20F: 3 clusters Score -2154040 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -2154133.250000 Penalty: 3456.684326
	Iteration 21Q: 3 clusters Score -2154133 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -2154204.500000 Penalty: 3456.684326
	Iteration 22Q: 3 clusters Score -2154204 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -2154265.750000 Penalty: 3456.684326
	Iteration 23Q: 3 clusters Score -2154266 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -2154317.500000 Penalty: 3456.684326
	Iteration 24Q: 3 clusters Score -2154318 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -2154362.500000 Penalty: 3456.684326
	Iteration 25Q: 3 clusters Score -2154362 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -2154400.000000 Penalty: 3456.684326
	Iteration 26Q: 3 clusters Score -2154400 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -2154428.500000 Penalty: 3456.684326
	Iteration 27Q: 3 clusters Score -2154428 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 40378 members 
Entering Unmasked Estep 
Score: -2154456.250000 Penalty: 3456.684326
	Iteration 28Q: 3 clusters Score -2154456 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -2154484.750000 Penalty: 3456.684326
	Iteration 29Q: 3 clusters Score -2154485 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -2154509.250000 Penalty: 3456.684326
	Iteration 30Q: 3 clusters Score -2154509 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -2154533.250000 Penalty: 3456.684326
	Iteration 31Q: 3 clusters Score -2154533 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -2154539.250000 Penalty: 3456.684326
	Iteration 32Q: 3 clusters Score -2154539 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -2154553.500000 Penalty: 3456.684326
	Iteration 33Q: 3 clusters Score -2154554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -2154565.250000 Penalty: 3456.684326
	Iteration 34Q: 3 clusters Score -2154565 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 40686 members 
Entering Unmasked Estep 
Score: -2154573.000000 Penalty: 3456.684326
	Iteration 35Q: 3 clusters Score -2154573 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
Score: -2154582.250000 Penalty: 3456.684326
	Iteration 36Q: 3 clusters Score -2154582 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 40741 members 
Entering Unmasked Estep 
Score: -2154588.750000 Penalty: 3456.684326
	Iteration 37Q: 3 clusters Score -2154589 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -2154599.250000 Penalty: 3456.684326
	Iteration 38Q: 3 clusters Score -2154599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -2154603.250000 Penalty: 3456.684326
	Iteration 39Q: 3 clusters Score -2154603 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -2154615.250000 Penalty: 3456.684326
	Iteration 40F: 3 clusters Score -2154615 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -2154617.750000 Penalty: 3456.684326
	Iteration 41Q: 3 clusters Score -2154618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -2154624.000000 Penalty: 3456.684326
	Iteration 42Q: 3 clusters Score -2154624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 40852 members 
Entering Unmasked Estep 
Score: -2154633.250000 Penalty: 3456.684326
	Iteration 43Q: 3 clusters Score -2154633 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 40868 members 
Entering Unmasked Estep 
Score: -2154640.750000 Penalty: 3456.684326
	Iteration 44Q: 3 clusters Score -2154641 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -2154652.250000 Penalty: 3456.684326
	Iteration 45Q: 3 clusters Score -2154652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -2154657.750000 Penalty: 3456.684326
	Iteration 46Q: 3 clusters Score -2154658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -2154664.750000 Penalty: 3456.684326
	Iteration 47Q: 3 clusters Score -2154665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -2154669.250000 Penalty: 3456.684326
	Iteration 48Q: 3 clusters Score -2154669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -2154673.000000 Penalty: 3456.684326
	Iteration 49Q: 3 clusters Score -2154673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 40927 members 
Entering Unmasked Estep 
Score: -2154676.000000 Penalty: 3456.684326
	Iteration 50Q: 3 clusters Score -2154676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -2154682.750000 Penalty: 3456.684326
	Iteration 51Q: 3 clusters Score -2154683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -2154685.250000 Penalty: 3456.684326
	Iteration 52Q: 3 clusters Score -2154685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 40947 members 
Entering Unmasked Estep 
Score: -2154685.500000 Penalty: 3456.684326
	Iteration 53Q: 3 clusters Score -2154686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -2154689.000000 Penalty: 3456.684326
	Iteration 54Q: 3 clusters Score -2154689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -2154692.750000 Penalty: 3456.684326
	Iteration 55Q: 3 clusters Score -2154693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -2154700.000000 Penalty: 3456.684326
	Iteration 56Q: 3 clusters Score -2154700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -2154704.250000 Penalty: 3456.684326
	Iteration 57Q: 3 clusters Score -2154704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -2154702.750000 Penalty: 3456.684326
	Iteration 58Q: 3 clusters Score -2154703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -2154709.000000 Penalty: 3456.684326
	Iteration 59Q: 3 clusters Score -2154709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -2154709.500000 Penalty: 3456.684326
	Iteration 60F: 3 clusters Score -2154710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -2154709.500000 Penalty: 3456.684326
	Iteration 61Q: 3 clusters Score -2154710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -2154709.500000 Penalty: 3456.684326
	Iteration 62F: 3 clusters Score -2154710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Entering Unmasked Estep 
Score: -444203.875000 Penalty: 1462.578613
	Iteration 0F: 2 clusters Score -444203.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -438272.093750 Penalty: 2925.157227
	Iteration 0F: 3 clusters Score -438272.1 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -440034.500000 Penalty: 2925.157227
	Iteration 1F: 3 clusters Score -440034.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -440221.500000 Penalty: 2925.157227
	Iteration 2F: 3 clusters Score -440221.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -440358.562500 Penalty: 2925.157227
	Iteration 3Q: 3 clusters Score -440358.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -440446.031250 Penalty: 2925.157227
	Iteration 4Q: 3 clusters Score -440446 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -440518.562500 Penalty: 2925.157227
	Iteration 5Q: 3 clusters Score -440518.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -440593.312500 Penalty: 2925.157227
	Iteration 6Q: 3 clusters Score -440593.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -440656.468750 Penalty: 2925.157227
	Iteration 7Q: 3 clusters Score -440656.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -440723.437500 Penalty: 2925.157227
	Iteration 8Q: 3 clusters Score -440723.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -440788.875000 Penalty: 2925.157227
	Iteration 9Q: 3 clusters Score -440788.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -440867.781250 Penalty: 2925.157227
	Iteration 10Q: 3 clusters Score -440867.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -440950.250000 Penalty: 2925.157227
	Iteration 11Q: 3 clusters Score -440950.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -441033.593750 Penalty: 2925.157227
	Iteration 12Q: 3 clusters Score -441033.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -441117.843750 Penalty: 2925.157227
	Iteration 13Q: 3 clusters Score -441117.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -441228.093750 Penalty: 2925.157227
	Iteration 14Q: 3 clusters Score -441228.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -441373.343750 Penalty: 2925.157227
	Iteration 15Q: 3 clusters Score -441373.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -441538.656250 Penalty: 2925.157227
	Iteration 16Q: 3 clusters Score -441538.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -441724.687500 Penalty: 2925.157227
	Iteration 17Q: 3 clusters Score -441724.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -441907.343750 Penalty: 2925.157227
	Iteration 18Q: 3 clusters Score -441907.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -442044.187500 Penalty: 2925.157227
	Iteration 19Q: 3 clusters Score -442044.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -442136.156250 Penalty: 2925.157227
	Iteration 20F: 3 clusters Score -442136.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -442181.875000 Penalty: 2925.157227
	Iteration 21Q: 3 clusters Score -442181.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -442206.156250 Penalty: 2925.157227
	Iteration 22Q: 3 clusters Score -442206.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -442223.468750 Penalty: 2925.157227
	Iteration 23Q: 3 clusters Score -442223.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -442232.218750 Penalty: 2925.157227
	Iteration 24Q: 3 clusters Score -442232.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -442238.437500 Penalty: 2925.157227
	Iteration 25Q: 3 clusters Score -442238.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -442242.843750 Penalty: 2925.157227
	Iteration 26Q: 3 clusters Score -442242.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -442246.937500 Penalty: 2925.157227
	Iteration 27Q: 3 clusters Score -442246.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -442248.437500 Penalty: 2925.157227
	Iteration 28Q: 3 clusters Score -442248.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -442249.875000 Penalty: 2925.157227
	Iteration 29Q: 3 clusters Score -442249.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -442252.062500 Penalty: 2925.157227
	Iteration 30Q: 3 clusters Score -442252.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -442253.718750 Penalty: 2925.157227
	Iteration 31Q: 3 clusters Score -442253.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -442254.968750 Penalty: 2925.157227
	Iteration 32Q: 3 clusters Score -442255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -442256.812500 Penalty: 2925.157227
	Iteration 33Q: 3 clusters Score -442256.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -442260.437500 Penalty: 2925.157227
	Iteration 34Q: 3 clusters Score -442260.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -442264.437500 Penalty: 2925.157227
	Iteration 35Q: 3 clusters Score -442264.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -442264.656250 Penalty: 2925.157227
	Iteration 36Q: 3 clusters Score -442264.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -442268.875000 Penalty: 2925.157227
	Iteration 37Q: 3 clusters Score -442268.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -442268.562500 Penalty: 2925.157227
	Iteration 38Q: 3 clusters Score -442268.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -442270.500000 Penalty: 2925.157227
	Iteration 39Q: 3 clusters Score -442270.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -442270.812500 Penalty: 2925.157227
	Iteration 40F: 3 clusters Score -442270.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -442270.562500 Penalty: 2925.157227
	Iteration 41Q: 3 clusters Score -442270.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -442271.562500 Penalty: 2925.157227
	Iteration 42Q: 3 clusters Score -442271.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -442272.093750 Penalty: 2925.157227
	Iteration 43Q: 3 clusters Score -442272.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -442273.218750 Penalty: 2925.157227
	Iteration 44Q: 3 clusters Score -442273.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -442273.718750 Penalty: 2925.157227
	Iteration 45Q: 3 clusters Score -442273.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -442274.906250 Penalty: 2925.157227
	Iteration 46Q: 3 clusters Score -442274.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -442275.187500 Penalty: 2925.157227
	Iteration 47Q: 3 clusters Score -442275.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -442275.625000 Penalty: 2925.157227
	Iteration 48Q: 3 clusters Score -442275.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -442276.656250 Penalty: 2925.157227
	Iteration 49Q: 3 clusters Score -442276.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -442275.843750 Penalty: 2925.157227
	Iteration 50Q: 3 clusters Score -442275.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -442276.406250 Penalty: 2925.157227
	Iteration 51Q: 3 clusters Score -442276.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -442276.406250 Penalty: 2925.157227
	Iteration 52F: 3 clusters Score -442276.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Entering Unmasked Estep 
Score: -1740326.125000 Penalty: 1689.630493
	Iteration 0F: 2 clusters Score -1740326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -1718378.875000 Penalty: 3379.260986
	Iteration 0F: 3 clusters Score -1718379 nChanged 15107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -1726549.500000 Penalty: 3379.260986
	Iteration 1F: 3 clusters Score -1726550 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -1726988.000000 Penalty: 3379.260986
	Iteration 2Q: 3 clusters Score -1726988 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -1727480.500000 Penalty: 3379.260986
	Iteration 3Q: 3 clusters Score -1727480 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -1728027.250000 Penalty: 3379.260986
	Iteration 4Q: 3 clusters Score -1728027 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -1728714.625000 Penalty: 3379.260986
	Iteration 5Q: 3 clusters Score -1728715 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -1729670.500000 Penalty: 3379.260986
	Iteration 6F: 3 clusters Score -1729670 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -1730953.000000 Penalty: 3379.260986
	Iteration 7F: 3 clusters Score -1730953 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -1732537.875000 Penalty: 3379.260986
	Iteration 8F: 3 clusters Score -1732538 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -1734309.250000 Penalty: 3379.260986
	Iteration 9F: 3 clusters Score -1734309 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -1735828.000000 Penalty: 3379.260986
	Iteration 10F: 3 clusters Score -1735828 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -1736911.375000 Penalty: 3379.260986
	Iteration 11Q: 3 clusters Score -1736911 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -1737646.250000 Penalty: 3379.260986
	Iteration 12Q: 3 clusters Score -1737646 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -1738133.500000 Penalty: 3379.260986
	Iteration 13Q: 3 clusters Score -1738134 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -1738414.375000 Penalty: 3379.260986
	Iteration 14Q: 3 clusters Score -1738414 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -1738566.625000 Penalty: 3379.260986
	Iteration 15Q: 3 clusters Score -1738567 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -1738660.625000 Penalty: 3379.260986
	Iteration 16Q: 3 clusters Score -1738661 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -1738728.125000 Penalty: 3379.260986
	Iteration 17Q: 3 clusters Score -1738728 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 31849 members 
Entering Unmasked Estep 
Score: -1738770.000000 Penalty: 3379.260986
	Iteration 18Q: 3 clusters Score -1738770 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -1738802.375000 Penalty: 3379.260986
	Iteration 19Q: 3 clusters Score -1738802 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -1738829.250000 Penalty: 3379.260986
	Iteration 20F: 3 clusters Score -1738829 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -1738845.625000 Penalty: 3379.260986
	Iteration 21Q: 3 clusters Score -1738846 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -1738858.000000 Penalty: 3379.260986
	Iteration 22Q: 3 clusters Score -1738858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -1738873.375000 Penalty: 3379.260986
	Iteration 23Q: 3 clusters Score -1738873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -1738882.000000 Penalty: 3379.260986
	Iteration 24Q: 3 clusters Score -1738882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -1738889.750000 Penalty: 3379.260986
	Iteration 25Q: 3 clusters Score -1738890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -1738899.500000 Penalty: 3379.260986
	Iteration 26Q: 3 clusters Score -1738900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -1738905.500000 Penalty: 3379.260986
	Iteration 27Q: 3 clusters Score -1738906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 32129 members 
Entering Unmasked Estep 
Score: -1738914.875000 Penalty: 3379.260986
	Iteration 28Q: 3 clusters Score -1738915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -1738922.250000 Penalty: 3379.260986
	Iteration 29Q: 3 clusters Score -1738922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -1738927.000000 Penalty: 3379.260986
	Iteration 30Q: 3 clusters Score -1738927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -1738925.625000 Penalty: 3379.260986
	Iteration 31Q: 3 clusters Score -1738926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -1738928.750000 Penalty: 3379.260986
	Iteration 32Q: 3 clusters Score -1738929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -1738930.500000 Penalty: 3379.260986
	Iteration 33Q: 3 clusters Score -1738930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -1738930.500000 Penalty: 3379.260986
	Iteration 34F: 3 clusters Score -1738930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Entering Unmasked Estep 
Score: -649225.125000 Penalty: 1540.547363
	Iteration 0F: 2 clusters Score -649225.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -639989.062500 Penalty: 3081.094727
	Iteration 0F: 3 clusters Score -639989.1 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -643102.312500 Penalty: 3081.094727
	Iteration 1F: 3 clusters Score -643102.3 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -643361.750000 Penalty: 3081.094727
	Iteration 2F: 3 clusters Score -643361.8 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -643555.500000 Penalty: 3081.094727
	Iteration 3Q: 3 clusters Score -643555.5 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -643711.750000 Penalty: 3081.094727
	Iteration 4Q: 3 clusters Score -643711.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -643876.375000 Penalty: 3081.094727
	Iteration 5Q: 3 clusters Score -643876.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -644042.250000 Penalty: 3081.094727
	Iteration 6Q: 3 clusters Score -644042.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -644224.875000 Penalty: 3081.094727
	Iteration 7Q: 3 clusters Score -644224.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -644456.062500 Penalty: 3081.094727
	Iteration 8Q: 3 clusters Score -644456.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -644725.250000 Penalty: 3081.094727
	Iteration 9Q: 3 clusters Score -644725.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -645043.937500 Penalty: 3081.094727
	Iteration 10Q: 3 clusters Score -645043.9 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -645385.000000 Penalty: 3081.094727
	Iteration 11Q: 3 clusters Score -645385 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -645714.187500 Penalty: 3081.094727
	Iteration 12Q: 3 clusters Score -645714.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -646000.875000 Penalty: 3081.094727
	Iteration 13Q: 3 clusters Score -646000.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -646192.937500 Penalty: 3081.094727
	Iteration 14Q: 3 clusters Score -646192.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -646345.500000 Penalty: 3081.094727
	Iteration 15Q: 3 clusters Score -646345.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -646469.437500 Penalty: 3081.094727
	Iteration 16Q: 3 clusters Score -646469.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -646579.687500 Penalty: 3081.094727
	Iteration 17Q: 3 clusters Score -646579.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -646672.562500 Penalty: 3081.094727
	Iteration 18Q: 3 clusters Score -646672.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -646767.437500 Penalty: 3081.094727
	Iteration 19Q: 3 clusters Score -646767.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -646854.062500 Penalty: 3081.094727
	Iteration 20F: 3 clusters Score -646854.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -646941.625000 Penalty: 3081.094727
	Iteration 21Q: 3 clusters Score -646941.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -647025.062500 Penalty: 3081.094727
	Iteration 22Q: 3 clusters Score -647025.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -647116.250000 Penalty: 3081.094727
	Iteration 23Q: 3 clusters Score -647116.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -647188.187500 Penalty: 3081.094727
	Iteration 24Q: 3 clusters Score -647188.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -647253.500000 Penalty: 3081.094727
	Iteration 25Q: 3 clusters Score -647253.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -647316.812500 Penalty: 3081.094727
	Iteration 26Q: 3 clusters Score -647316.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -647372.250000 Penalty: 3081.094727
	Iteration 27Q: 3 clusters Score -647372.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -647428.937500 Penalty: 3081.094727
	Iteration 28Q: 3 clusters Score -647428.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -647485.812500 Penalty: 3081.094727
	Iteration 29Q: 3 clusters Score -647485.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -647529.562500 Penalty: 3081.094727
	Iteration 30Q: 3 clusters Score -647529.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -647570.250000 Penalty: 3081.094727
	Iteration 31Q: 3 clusters Score -647570.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -647613.437500 Penalty: 3081.094727
	Iteration 32Q: 3 clusters Score -647613.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -647655.187500 Penalty: 3081.094727
	Iteration 33Q: 3 clusters Score -647655.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -647690.500000 Penalty: 3081.094727
	Iteration 34Q: 3 clusters Score -647690.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -647712.875000 Penalty: 3081.094727
	Iteration 35Q: 3 clusters Score -647712.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -647728.125000 Penalty: 3081.094727
	Iteration 36Q: 3 clusters Score -647728.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -647741.125000 Penalty: 3081.094727
	Iteration 37Q: 3 clusters Score -647741.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -647751.625000 Penalty: 3081.094727
	Iteration 38Q: 3 clusters Score -647751.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -647762.500000 Penalty: 3081.094727
	Iteration 39Q: 3 clusters Score -647762.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -647772.625000 Penalty: 3081.094727
	Iteration 40F: 3 clusters Score -647772.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -647782.625000 Penalty: 3081.094727
	Iteration 41Q: 3 clusters Score -647782.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -647791.250000 Penalty: 3081.094727
	Iteration 42Q: 3 clusters Score -647791.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -647799.500000 Penalty: 3081.094727
	Iteration 43Q: 3 clusters Score -647799.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -647811.187500 Penalty: 3081.094727
	Iteration 44Q: 3 clusters Score -647811.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -647824.312500 Penalty: 3081.094727
	Iteration 45Q: 3 clusters Score -647824.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -647833.750000 Penalty: 3081.094727
	Iteration 46Q: 3 clusters Score -647833.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -647844.375000 Penalty: 3081.094727
	Iteration 47Q: 3 clusters Score -647844.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -647856.750000 Penalty: 3081.094727
	Iteration 48Q: 3 clusters Score -647856.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -647863.812500 Penalty: 3081.094727
	Iteration 49Q: 3 clusters Score -647863.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -647867.687500 Penalty: 3081.094727
	Iteration 50Q: 3 clusters Score -647867.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -647874.625000 Penalty: 3081.094727
	Iteration 51Q: 3 clusters Score -647874.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -647883.312500 Penalty: 3081.094727
	Iteration 52Q: 3 clusters Score -647883.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -647889.250000 Penalty: 3081.094727
	Iteration 53Q: 3 clusters Score -647889.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -647894.125000 Penalty: 3081.094727
	Iteration 54Q: 3 clusters Score -647894.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -647898.875000 Penalty: 3081.094727
	Iteration 55Q: 3 clusters Score -647898.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -647903.125000 Penalty: 3081.094727
	Iteration 56Q: 3 clusters Score -647903.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -647908.312500 Penalty: 3081.094727
	Iteration 57Q: 3 clusters Score -647908.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -647910.250000 Penalty: 3081.094727
	Iteration 58Q: 3 clusters Score -647910.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -647913.562500 Penalty: 3081.094727
	Iteration 59Q: 3 clusters Score -647913.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -647915.000000 Penalty: 3081.094727
	Iteration 60F: 3 clusters Score -647915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -647919.937500 Penalty: 3081.094727
	Iteration 61Q: 3 clusters Score -647919.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -647921.625000 Penalty: 3081.094727
	Iteration 62Q: 3 clusters Score -647921.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -647928.000000 Penalty: 3081.094727
	Iteration 63Q: 3 clusters Score -647928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -647928.937500 Penalty: 3081.094727
	Iteration 64Q: 3 clusters Score -647928.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -647930.875000 Penalty: 3081.094727
	Iteration 65Q: 3 clusters Score -647930.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -647932.187500 Penalty: 3081.094727
	Iteration 66Q: 3 clusters Score -647932.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -647934.125000 Penalty: 3081.094727
	Iteration 67Q: 3 clusters Score -647934.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -647936.500000 Penalty: 3081.094727
	Iteration 68Q: 3 clusters Score -647936.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -647936.250000 Penalty: 3081.094727
	Iteration 69Q: 3 clusters Score -647936.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -647935.750000 Penalty: 3081.094727
	Iteration 70Q: 3 clusters Score -647935.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -647938.000000 Penalty: 3081.094727
	Iteration 71Q: 3 clusters Score -647938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -647938.000000 Penalty: 3081.094727
	Iteration 72F: 3 clusters Score -647938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Entering Unmasked Estep 
Score: -84860.671875 Penalty: 1233.923340
	Iteration 0F: 2 clusters Score -84860.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -82745.468750 Penalty: 2467.846680
	Iteration 0F: 3 clusters Score -82745.47 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -83220.265625 Penalty: 2467.846680
	Iteration 1F: 3 clusters Score -83220.27 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -83342.398438 Penalty: 2467.846680
	Iteration 2F: 3 clusters Score -83342.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -83404.890625 Penalty: 2467.846680
	Iteration 3Q: 3 clusters Score -83404.89 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -83453.671875 Penalty: 2467.846680
	Iteration 4Q: 3 clusters Score -83453.67 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -83493.929688 Penalty: 2467.846680
	Iteration 5Q: 3 clusters Score -83493.93 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -83522.531250 Penalty: 2467.846680
	Iteration 6Q: 3 clusters Score -83522.53 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -83542.351562 Penalty: 2467.846680
	Iteration 7Q: 3 clusters Score -83542.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -83553.773438 Penalty: 2467.846680
	Iteration 8Q: 3 clusters Score -83553.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -83564.828125 Penalty: 2467.846680
	Iteration 9Q: 3 clusters Score -83564.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -83576.515625 Penalty: 2467.846680
	Iteration 10Q: 3 clusters Score -83576.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -83592.257812 Penalty: 2467.846680
	Iteration 11Q: 3 clusters Score -83592.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -83600.734375 Penalty: 2467.846680
	Iteration 12Q: 3 clusters Score -83600.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -83609.093750 Penalty: 2467.846680
	Iteration 13Q: 3 clusters Score -83609.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -83616.617188 Penalty: 2467.846680
	Iteration 14Q: 3 clusters Score -83616.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -83626.140625 Penalty: 2467.846680
	Iteration 15Q: 3 clusters Score -83626.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -83635.898438 Penalty: 2467.846680
	Iteration 16Q: 3 clusters Score -83635.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -83642.976562 Penalty: 2467.846680
	Iteration 17Q: 3 clusters Score -83642.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -83651.375000 Penalty: 2467.846680
	Iteration 18Q: 3 clusters Score -83651.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -83659.140625 Penalty: 2467.846680
	Iteration 19Q: 3 clusters Score -83659.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -83669.664062 Penalty: 2467.846680
	Iteration 20F: 3 clusters Score -83669.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -83680.968750 Penalty: 2467.846680
	Iteration 21Q: 3 clusters Score -83680.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -83691.992188 Penalty: 2467.846680
	Iteration 22Q: 3 clusters Score -83691.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -83700.429688 Penalty: 2467.846680
	Iteration 23Q: 3 clusters Score -83700.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -83712.945312 Penalty: 2467.846680
	Iteration 24Q: 3 clusters Score -83712.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -83720.570312 Penalty: 2467.846680
	Iteration 25Q: 3 clusters Score -83720.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -83731.640625 Penalty: 2467.846680
	Iteration 26Q: 3 clusters Score -83731.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -83750.289062 Penalty: 2467.846680
	Iteration 27Q: 3 clusters Score -83750.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -83765.125000 Penalty: 2467.846680
	Iteration 28Q: 3 clusters Score -83765.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -83791.515625 Penalty: 2467.846680
	Iteration 29Q: 3 clusters Score -83791.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -83819.562500 Penalty: 2467.846680
	Iteration 30Q: 3 clusters Score -83819.56 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -83837.296875 Penalty: 2467.846680
	Iteration 31Q: 3 clusters Score -83837.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -83856.390625 Penalty: 2467.846680
	Iteration 32Q: 3 clusters Score -83856.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -83872.953125 Penalty: 2467.846680
	Iteration 33Q: 3 clusters Score -83872.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -83887.343750 Penalty: 2467.846680
	Iteration 34Q: 3 clusters Score -83887.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -83897.625000 Penalty: 2467.846680
	Iteration 35Q: 3 clusters Score -83897.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -83904.562500 Penalty: 2467.846680
	Iteration 36Q: 3 clusters Score -83904.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -83912.265625 Penalty: 2467.846680
	Iteration 37Q: 3 clusters Score -83912.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -83918.984375 Penalty: 2467.846680
	Iteration 38Q: 3 clusters Score -83918.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -83923.296875 Penalty: 2467.846680
	Iteration 39Q: 3 clusters Score -83923.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -83926.320312 Penalty: 2467.846680
	Iteration 40F: 3 clusters Score -83926.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -83930.476562 Penalty: 2467.846680
	Iteration 41Q: 3 clusters Score -83930.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -83937.046875 Penalty: 2467.846680
	Iteration 42Q: 3 clusters Score -83937.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -83939.343750 Penalty: 2467.846680
	Iteration 43Q: 3 clusters Score -83939.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -83940.140625 Penalty: 2467.846680
	Iteration 44Q: 3 clusters Score -83940.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -83941.023438 Penalty: 2467.846680
	Iteration 45Q: 3 clusters Score -83941.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -83941.367188 Penalty: 2467.846680
	Iteration 46Q: 3 clusters Score -83941.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -83941.367188 Penalty: 2467.846680
	Iteration 47F: 3 clusters Score -83941.37 nChanged 0
--- Evaluating fit on full set of 1760365 points ---
Entering Unmasked Estep 
Score: -87286400.000000 Penalty: 39727.601562
25->18 Clusters: Score -87286400.000000, best is -87316160.000000

Main iterations: 0 (time per=infms)
Total iterations: 36348 (time per=195.526859ms)
Iterations metric 2: 1535214223360.000000 (time per=4.629328ns)
Iterations metric 3: 36846105001984.000000 (time per=192.883624ps)

That took 7107.010254 seconds.
